2024-03-04 05:52:21,789 - mmseg - INFO - Multi-processing start method is `None` 2024-03-04 05:52:21,790 - mmseg - INFO - OpenCV num_threads is ` 2024-03-04 05:52:21,790 - mmseg - INFO - OMP num threads is 1 2024-03-04 05:52:21,856 - mmseg - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.9.18 (main, Sep 11 2023, 13:41:44) [GCC 11.2.0] CUDA available: True GPU 0,1,2,3: Tesla V100-SXM2-32GB CUDA_HOME: /usr/local/cuda NVCC: Build cuda_12.1.r12.1/compiler.32688072_0 GCC: gcc (Ubuntu 11.3.0-1ubuntu1~22.04.1) 11.3.0 PyTorch: 1.11.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0 OpenCV: 4.8.1 MMCV: 1.4.8 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.3 MMSegmentation: 0.22.1+ ------------------------------------------------------------ 2024-03-04 05:52:21,857 - mmseg - INFO - Distributed training: True 2024-03-04 05:52:22,311 - mmseg - INFO - Config: norm_cfg = dict(type='SyncBN', requires_grad=True) model = dict( type='EncoderDecoder', pretrained=None, backbone=dict( type='RDNetBackbone', model_name='rdnet_small', features_only=True, pretrained=True, drop_path_rate=0.1), decode_head=dict( type='UPerHead', in_channels=[264, 512, 760, 1264], in_index=[0, 1, 2, 3], pool_scales=(1, 2, 3, 6), channels=512, dropout_ratio=0.1, num_classes=150, norm_cfg=dict(type='SyncBN', requires_grad=True), align_corners=False, loss_decode=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)), auxiliary_head=dict( type='FCNHead', in_channels=760, in_index=2, channels=256, num_convs=1, concat_input=False, dropout_ratio=0.1, num_classes=150, norm_cfg=dict(type='SyncBN', requires_grad=True), align_corners=False, loss_decode=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=0.4)), train_cfg=dict(), test_cfg=dict(mode='slide', crop_size=(512, 512), stride=(341, 341))) dataset_type = 'ADE20KDataset' data_root = '/mnt/tmp/ADEChallengeData2016/' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) crop_size = (512, 512) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', reduce_zero_label=True), dict(type='Resize', img_scale=(2048, 512), ratio_range=(0.5, 2.0)), dict(type='RandomCrop', crop_size=(512, 512), cat_max_ratio=0.75), dict(type='RandomFlip', prob=0.5), dict(type='PhotoMetricDistortion'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_semantic_seg']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 512), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ] data = dict( samples_per_gpu=4, workers_per_gpu=4, train=dict( type='ADE20KDataset', data_root='/mnt/tmp/ADEChallengeData2016/', img_dir='images/training', ann_dir='annotations/training', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', reduce_zero_label=True), dict(type='Resize', img_scale=(2048, 512), ratio_range=(0.5, 2.0)), dict(type='RandomCrop', crop_size=(512, 512), cat_max_ratio=0.75), dict(type='RandomFlip', prob=0.5), dict(type='PhotoMetricDistortion'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_semantic_seg']) ]), val=dict( type='ADE20KDataset', data_root='/mnt/tmp/ADEChallengeData2016/', img_dir='images/validation', ann_dir='annotations/validation', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 512), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='ADE20KDataset', data_root='/mnt/tmp/ADEChallengeData2016/', img_dir='images/validation', ann_dir='annotations/validation', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(2048, 512), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ])) log_config = dict( interval=50, hooks=[ dict(type='TextLoggerHook', by_epoch=False), dict( type='WandbLoggerHook', init_kwargs=dict( project='mmsegmentation', name='dp02_lr8e-5_wd003_noema_nonorm_ld09'), interval=50, log_artifact=False) ]) custom_hooks = [dict(type='UnfreezeDNetIterBasedHook')] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] cudnn_benchmark = True optimizer = dict( constructor='DNetLearningRateDecayOptimizerConstructor', type='AdamW', lr=8e-05, betas=(0.9, 0.999), weight_decay=0.03, paramwise_cfg=dict( decay_rate=0.9, decay_type='stage_wise', num_layers=7, model_name='dnet_tiny')) optimizer_config = dict(type='Fp16OptimizerHook', loss_scale='dynamic') lr_config = dict( policy='poly', warmup='linear', warmup_iters=1500, warmup_ratio=6e-06, power=1.0, min_lr=0.0, by_epoch=False) runner = dict(type='IterBasedRunner', max_iters=160000) checkpoint_config = dict(by_epoch=False, interval=80000) evaluation = dict(interval=16000, metric='mIoU', pre_eval=True) fp16 = dict() work_dir = '/mnt/cmlssd004/public/donghyun/dnet_exps/mmseg/dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9_376_0' gpu_ids = range(0, 4) auto_resume = False 2024-03-04 05:52:26,126 - mmseg - INFO - Set random seed to 256303078, deterministic: False 2024-03-04 05:52:49,476 - mmseg - INFO - initialize UPerHead with init_cfg {'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} 2024-03-04 05:52:49,695 - mmseg - INFO - initialize FCNHead with init_cfg {'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} Name of parameter - Initialization information backbone.timm_model.stem.stem.0.weight - torch.Size([72, 3, 4, 4]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.stem.stem.0.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.stem.stem.1.weight - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.stem.stem.1.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.gamma - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight - torch.Size([72, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias - torch.Size([72]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight - torch.Size([288, 72, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias - torch.Size([288]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight - torch.Size([64, 288, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.gamma - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight - torch.Size([136, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias - torch.Size([136]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight - torch.Size([136]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias - torch.Size([136]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight - torch.Size([544, 136, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias - torch.Size([544]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight - torch.Size([64, 544, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.gamma - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight - torch.Size([200, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias - torch.Size([200]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight - torch.Size([200]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias - torch.Size([200]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight - torch.Size([800, 200, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias - torch.Size([800]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight - torch.Size([64, 800, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.0.weight - torch.Size([264]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.0.bias - torch.Size([264]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.1.weight - torch.Size([128, 264, 2, 2]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight - torch.Size([128, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight - torch.Size([512, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight - torch.Size([128, 512, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight - torch.Size([256, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1024, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight - torch.Size([384, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight - torch.Size([1536, 384, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight - torch.Size([128, 1536, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.0.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.0.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.1.weight - torch.Size([256, 512, 2, 2]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight - torch.Size([256, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight - torch.Size([1024, 256, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1024, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight - torch.Size([384, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight - torch.Size([1536, 384, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1536, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight - torch.Size([512, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight - torch.Size([2048, 512, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias - torch.Size([2048]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2048, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.0.weight - torch.Size([640]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.0.bias - torch.Size([640]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.1.weight - torch.Size([320, 640, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.1.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight - torch.Size([320, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight - torch.Size([320]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias - torch.Size([320]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight - torch.Size([1280, 320, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias - torch.Size([1280]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1280, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight - torch.Size([448, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias - torch.Size([448]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight - torch.Size([448]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias - torch.Size([448]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight - torch.Size([1792, 448, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias - torch.Size([1792]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1792, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight - torch.Size([576, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight - torch.Size([576]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias - torch.Size([576]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight - torch.Size([2304, 576, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias - torch.Size([2304]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2304, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.0.weight - torch.Size([704]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.0.bias - torch.Size([704]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.1.weight - torch.Size([352, 704, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.1.bias - torch.Size([352]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight - torch.Size([352, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias - torch.Size([352]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight - torch.Size([352]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias - torch.Size([352]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight - torch.Size([1408, 352, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias - torch.Size([1408]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1408, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight - torch.Size([480, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias - torch.Size([480]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight - torch.Size([480]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias - torch.Size([480]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight - torch.Size([1920, 480, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias - torch.Size([1920]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1920, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight - torch.Size([608, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias - torch.Size([608]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight - torch.Size([608]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias - torch.Size([608]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight - torch.Size([2432, 608, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias - torch.Size([2432]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2432, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.0.weight - torch.Size([736]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.0.bias - torch.Size([736]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.1.weight - torch.Size([368, 736, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.1.bias - torch.Size([368]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight - torch.Size([368, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias - torch.Size([368]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight - torch.Size([368]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias - torch.Size([368]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight - torch.Size([1472, 368, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias - torch.Size([1472]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1472, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight - torch.Size([496, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight - torch.Size([496]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias - torch.Size([496]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight - torch.Size([1984, 496, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias - torch.Size([1984]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight - torch.Size([128, 1984, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight - torch.Size([624, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias - torch.Size([624]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight - torch.Size([624]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias - torch.Size([624]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight - torch.Size([2496, 624, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias - torch.Size([2496]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2496, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.0.weight - torch.Size([752]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.0.bias - torch.Size([752]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.1.weight - torch.Size([376, 752, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.0.weight - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.0.bias - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.1.weight - torch.Size([376, 760, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.0.weight - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.0.bias - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.1.weight - torch.Size([376, 760, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight - torch.Size([128, 1504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight - torch.Size([504, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias - torch.Size([504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight - torch.Size([2016, 504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias - torch.Size([2016]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight - torch.Size([128, 2016, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.gamma - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight - torch.Size([632, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias - torch.Size([632]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight - torch.Size([2528, 632, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias - torch.Size([2528]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight - torch.Size([128, 2528, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight - torch.Size([128, 128, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.0.weight - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.0.bias - torch.Size([760]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.1.weight - torch.Size([376, 760, 2, 2]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight - torch.Size([376, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias - torch.Size([376]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight - torch.Size([1504, 376, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias - torch.Size([1504]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight - torch.Size([240, 1504, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight - torch.Size([616, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias - torch.Size([616]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight - torch.Size([616]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias - torch.Size([616]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight - torch.Size([2464, 616, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias - torch.Size([2464]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight - torch.Size([240, 2464, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight - torch.Size([856, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias - torch.Size([856]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight - torch.Size([856]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias - torch.Size([856]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight - torch.Size([3424, 856, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias - torch.Size([3424]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight - torch.Size([240, 3424, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.0.weight - torch.Size([1096]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.0.bias - torch.Size([1096]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.1.weight - torch.Size([544, 1096, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.1.bias - torch.Size([544]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight - torch.Size([544, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias - torch.Size([544]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight - torch.Size([544]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias - torch.Size([544]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight - torch.Size([2176, 544, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias - torch.Size([2176]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight - torch.Size([240, 2176, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight - torch.Size([784, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias - torch.Size([784]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight - torch.Size([784]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias - torch.Size([784]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight - torch.Size([3136, 784, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias - torch.Size([3136]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight - torch.Size([240, 3136, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.gamma - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight - torch.Size([1024, 1, 7, 7]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight - torch.Size([4096, 1024, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias - torch.Size([4096]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight - torch.Size([240, 4096, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight - torch.Size([240, 240, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias - torch.Size([240]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.conv_seg.weight - torch.Size([150, 512, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 decode_head.conv_seg.bias - torch.Size([150]): NormalInit: mean=0, std=0.01, bias=0 decode_head.psp_modules.0.1.conv.weight - torch.Size([512, 1264, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.0.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.0.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.1.1.conv.weight - torch.Size([512, 1264, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.1.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.1.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.2.1.conv.weight - torch.Size([512, 1264, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.2.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.2.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.3.1.conv.weight - torch.Size([512, 1264, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.3.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.psp_modules.3.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.bottleneck.conv.weight - torch.Size([512, 3312, 3, 3]): Initialized by user-defined `init_weights` in ConvModule decode_head.bottleneck.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.bottleneck.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.0.conv.weight - torch.Size([512, 264, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.0.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.0.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.1.conv.weight - torch.Size([512, 512, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.2.conv.weight - torch.Size([512, 760, 1, 1]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.lateral_convs.2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.0.conv.weight - torch.Size([512, 512, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.0.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.0.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.1.conv.weight - torch.Size([512, 512, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.1.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.1.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.2.conv.weight - torch.Size([512, 512, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.2.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_convs.2.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_bottleneck.conv.weight - torch.Size([512, 2048, 3, 3]): Initialized by user-defined `init_weights` in ConvModule decode_head.fpn_bottleneck.bn.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder decode_head.fpn_bottleneck.bn.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of EncoderDecoder auxiliary_head.conv_seg.weight - torch.Size([150, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 auxiliary_head.conv_seg.bias - torch.Size([150]): NormalInit: mean=0, std=0.01, bias=0 auxiliary_head.convs.0.conv.weight - torch.Size([256, 760, 3, 3]): The value is the same before and after calling `init_weights` of EncoderDecoder auxiliary_head.convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder auxiliary_head.convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of EncoderDecoder 2024-03-04 05:52:49,702 - mmseg - INFO - EncoderDecoder( (backbone): DNetBackbone( (timm_model): FeatureListNet( (stem): PatchifyStem2( (stem): Sequential( (0): Conv2d(3, 72, kernel_size=(4, 4), stride=(4, 4)) (1): LayerNorm2d((72,), eps=1e-06, elementwise_affine=True) ) ) (dense_stages_0): Sequential( (0): DenseStage( (dense_block0): DenseBlock( (drop_path): Identity() (layers): DNFAF( (layers): Sequential( (0): Conv2d(72, 72, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=72) (1): LayerNorm2d((72,), eps=1e-06, elementwise_affine=True) (2): Conv2d(72, 288, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(288, 64, kernel_size=(1, 1), stride=(1, 1)) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.006) (layers): DNFAF( (layers): Sequential( (0): Conv2d(136, 136, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=136) (1): LayerNorm2d((136,), eps=1e-06, elementwise_affine=True) (2): Conv2d(136, 544, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(544, 64, kernel_size=(1, 1), stride=(1, 1)) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.013) (layers): DNFAF( (layers): Sequential( (0): Conv2d(200, 200, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=200) (1): LayerNorm2d((200,), eps=1e-06, elementwise_affine=True) (2): Conv2d(200, 800, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(800, 64, kernel_size=(1, 1), stride=(1, 1)) ) ) ) ) (1): Identity() ) (dense_stages_1): Sequential( (0): LayerNorm2d((264,), eps=1e-06, elementwise_affine=True) (1): Conv2d(264, 128, kernel_size=(2, 2), stride=(2, 2)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.019) (layers): DNFAF( (layers): Sequential( (0): Conv2d(128, 128, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=128) (1): LayerNorm2d((128,), eps=1e-06, elementwise_affine=True) (2): Conv2d(128, 512, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1)) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.025) (layers): DNFAF( (layers): Sequential( (0): Conv2d(256, 256, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=256) (1): LayerNorm2d((256,), eps=1e-06, elementwise_affine=True) (2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1024, 128, kernel_size=(1, 1), stride=(1, 1)) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.031) (layers): DNFAF( (layers): Sequential( (0): Conv2d(384, 384, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=384) (1): LayerNorm2d((384,), eps=1e-06, elementwise_affine=True) (2): Conv2d(384, 1536, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1536, 128, kernel_size=(1, 1), stride=(1, 1)) ) ) ) ) (3): Identity() ) (dense_stages_2): Sequential( (0): LayerNorm2d((512,), eps=1e-06, elementwise_affine=True) (1): Conv2d(512, 256, kernel_size=(2, 2), stride=(2, 2)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.038) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(256, 256, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=256) (1): LayerNorm2d((256,), eps=1e-06, elementwise_affine=True) (2): Conv2d(256, 1024, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1024, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.044) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(384, 384, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=384) (1): LayerNorm2d((384,), eps=1e-06, elementwise_affine=True) (2): Conv2d(384, 1536, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1536, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.050) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(512, 512, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=512) (1): LayerNorm2d((512,), eps=1e-06, elementwise_affine=True) (2): Conv2d(512, 2048, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2048, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_3): Sequential( (0): LayerNorm2d((640,), eps=1e-06, elementwise_affine=True) (1): Conv2d(640, 320, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.056) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(320, 320, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=320) (1): LayerNorm2d((320,), eps=1e-06, elementwise_affine=True) (2): Conv2d(320, 1280, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1280, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.062) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(448, 448, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=448) (1): LayerNorm2d((448,), eps=1e-06, elementwise_affine=True) (2): Conv2d(448, 1792, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1792, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.069) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(576, 576, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=576) (1): LayerNorm2d((576,), eps=1e-06, elementwise_affine=True) (2): Conv2d(576, 2304, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2304, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_4): Sequential( (0): LayerNorm2d((704,), eps=1e-06, elementwise_affine=True) (1): Conv2d(704, 352, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.075) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(352, 352, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=352) (1): LayerNorm2d((352,), eps=1e-06, elementwise_affine=True) (2): Conv2d(352, 1408, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1408, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.081) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(480, 480, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=480) (1): LayerNorm2d((480,), eps=1e-06, elementwise_affine=True) (2): Conv2d(480, 1920, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1920, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.088) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(608, 608, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=608) (1): LayerNorm2d((608,), eps=1e-06, elementwise_affine=True) (2): Conv2d(608, 2432, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2432, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_5): Sequential( (0): LayerNorm2d((736,), eps=1e-06, elementwise_affine=True) (1): Conv2d(736, 368, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.094) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(368, 368, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=368) (1): LayerNorm2d((368,), eps=1e-06, elementwise_affine=True) (2): Conv2d(368, 1472, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1472, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.100) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(496, 496, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=496) (1): LayerNorm2d((496,), eps=1e-06, elementwise_affine=True) (2): Conv2d(496, 1984, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1984, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.106) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(624, 624, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=624) (1): LayerNorm2d((624,), eps=1e-06, elementwise_affine=True) (2): Conv2d(624, 2496, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2496, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_6): Sequential( (0): LayerNorm2d((752,), eps=1e-06, elementwise_affine=True) (1): Conv2d(752, 376, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.113) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(376, 376, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=376) (1): LayerNorm2d((376,), eps=1e-06, elementwise_affine=True) (2): Conv2d(376, 1504, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1504, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.119) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(504, 504, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=504) (1): LayerNorm2d((504,), eps=1e-06, elementwise_affine=True) (2): Conv2d(504, 2016, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2016, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.125) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(632, 632, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=632) (1): LayerNorm2d((632,), eps=1e-06, elementwise_affine=True) (2): Conv2d(632, 2528, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2528, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_7): Sequential( (0): LayerNorm2d((760,), eps=1e-06, elementwise_affine=True) (1): Conv2d(760, 376, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.131) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(376, 376, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=376) (1): LayerNorm2d((376,), eps=1e-06, elementwise_affine=True) (2): Conv2d(376, 1504, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1504, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.138) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(504, 504, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=504) (1): LayerNorm2d((504,), eps=1e-06, elementwise_affine=True) (2): Conv2d(504, 2016, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2016, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.144) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(632, 632, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=632) (1): LayerNorm2d((632,), eps=1e-06, elementwise_affine=True) (2): Conv2d(632, 2528, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2528, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_8): Sequential( (0): LayerNorm2d((760,), eps=1e-06, elementwise_affine=True) (1): Conv2d(760, 376, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.150) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(376, 376, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=376) (1): LayerNorm2d((376,), eps=1e-06, elementwise_affine=True) (2): Conv2d(376, 1504, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1504, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.156) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(504, 504, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=504) (1): LayerNorm2d((504,), eps=1e-06, elementwise_affine=True) (2): Conv2d(504, 2016, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2016, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.163) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(632, 632, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=632) (1): LayerNorm2d((632,), eps=1e-06, elementwise_affine=True) (2): Conv2d(632, 2528, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2528, 128, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_9): Sequential( (0): LayerNorm2d((760,), eps=1e-06, elementwise_affine=True) (1): Conv2d(760, 376, kernel_size=(2, 2), stride=(2, 2)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.169) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(376, 376, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=376) (1): LayerNorm2d((376,), eps=1e-06, elementwise_affine=True) (2): Conv2d(376, 1504, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(1504, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.175) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(616, 616, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=616) (1): LayerNorm2d((616,), eps=1e-06, elementwise_affine=True) (2): Conv2d(616, 2464, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2464, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.181) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(856, 856, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=856) (1): LayerNorm2d((856,), eps=1e-06, elementwise_affine=True) (2): Conv2d(856, 3424, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(3424, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) (dense_stages_10): Sequential( (0): LayerNorm2d((1096,), eps=1e-06, elementwise_affine=True) (1): Conv2d(1096, 544, kernel_size=(1, 1), stride=(1, 1)) (2): DenseStage( (dense_block0): DenseBlock( (drop_path): DropPath(drop_prob=0.188) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(544, 544, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=544) (1): LayerNorm2d((544,), eps=1e-06, elementwise_affine=True) (2): Conv2d(544, 2176, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(2176, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block1): DenseBlock( (drop_path): DropPath(drop_prob=0.194) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(784, 784, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=784) (1): LayerNorm2d((784,), eps=1e-06, elementwise_affine=True) (2): Conv2d(784, 3136, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(3136, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) (dense_block2): DenseBlock( (drop_path): DropPath(drop_prob=0.200) (layers): DNFAF_ESE( (layers): Sequential( (0): Conv2d(1024, 1024, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=1024) (1): LayerNorm2d((1024,), eps=1e-06, elementwise_affine=True) (2): Conv2d(1024, 4096, kernel_size=(1, 1), stride=(1, 1)) (3): GELU() (4): Conv2d(4096, 240, kernel_size=(1, 1), stride=(1, 1)) (5): EffectiveSEModule( (fc): Conv2d(240, 240, kernel_size=(1, 1), stride=(1, 1)) (gate): Hardsigmoid() ) ) ) ) ) (3): Identity() ) ) ) (decode_head): UPerHead( input_transform=multiple_select, ignore_index=255, align_corners=False (loss_decode): CrossEntropyLoss() (conv_seg): Conv2d(512, 150, kernel_size=(1, 1), stride=(1, 1)) (dropout): Dropout2d(p=0.1, inplace=False) (psp_modules): PPM( (0): Sequential( (0): AdaptiveAvgPool2d(output_size=1) (1): ConvModule( (conv): Conv2d(1264, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) (1): Sequential( (0): AdaptiveAvgPool2d(output_size=2) (1): ConvModule( (conv): Conv2d(1264, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) (2): Sequential( (0): AdaptiveAvgPool2d(output_size=3) (1): ConvModule( (conv): Conv2d(1264, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) (3): Sequential( (0): AdaptiveAvgPool2d(output_size=6) (1): ConvModule( (conv): Conv2d(1264, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) ) (bottleneck): ConvModule( (conv): Conv2d(3312, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) (lateral_convs): ModuleList( (0): ConvModule( (conv): Conv2d(264, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) (1): ConvModule( (conv): Conv2d(512, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) (2): ConvModule( (conv): Conv2d(760, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) ) (fpn_convs): ModuleList( (0): ConvModule( (conv): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) (1): ConvModule( (conv): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) (2): ConvModule( (conv): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU() ) ) (fpn_bottleneck): ConvModule( (conv): Conv2d(2048, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) init_cfg={'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} (auxiliary_head): FCNHead( input_transform=None, ignore_index=255, align_corners=False (loss_decode): CrossEntropyLoss() (conv_seg): Conv2d(256, 150, kernel_size=(1, 1), stride=(1, 1)) (dropout): Dropout2d(p=0.1, inplace=False) (convs): Sequential( (0): ConvModule( (conv): Conv2d(760, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) (bn): SyncBatchNorm(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (activate): ReLU(inplace=True) ) ) ) init_cfg={'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} ) 2024-03-04 05:52:49,939 - mmseg - INFO - Loaded 20210 images 2024-03-04 05:52:50,728 - mmseg - INFO - self.paramwise_cfg is {'decay_rate': 0.9, 'decay_type': 'stage_wise', 'num_layers': 7, 'model_name': 'dnet_tiny'} 2024-03-04 05:52:50,728 - mmseg - INFO - Build LearningRateDecayOptimizerConstructor stage_wise 0.9 - 9 2024-03-04 05:52:50,728 - mmseg - INFO - set param backbone.timm_model.stem.stem.0.weight as id 0 2024-03-04 05:52:50,728 - mmseg - INFO - set param backbone.timm_model.stem.stem.0.bias as id 0 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.stem.stem.1.weight as id 0 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.stem.stem.1.bias as id 0 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.gamma as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.gamma as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight as id 1 2024-03-04 05:52:50,729 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.gamma as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias as id 1 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.0.weight as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.0.bias as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.1.weight as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.1.bias as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.gamma as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias as id 2 2024-03-04 05:52:50,730 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.gamma as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.gamma as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias as id 2 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.0.weight as id 3 2024-03-04 05:52:50,731 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.0.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.1.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.1.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.gamma as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.gamma as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight as id 3 2024-03-04 05:52:50,732 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.gamma as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias as id 3 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.0.weight as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.0.bias as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.1.weight as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.1.bias as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.gamma as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight as id 4 2024-03-04 05:52:50,733 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.gamma as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.gamma as id 4 2024-03-04 05:52:50,734 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias as id 4 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.0.weight as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.0.bias as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.1.weight as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.1.bias as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.gamma as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias as id 5 2024-03-04 05:52:50,735 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.gamma as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.gamma as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight as id 5 2024-03-04 05:52:50,736 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias as id 5 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight as id 5 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias as id 5 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight as id 5 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias as id 5 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.0.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.0.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.1.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.1.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.gamma as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias as id 6 2024-03-04 05:52:50,737 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.gamma as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.gamma as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias as id 6 2024-03-04 05:52:50,738 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.0.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.0.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.1.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.1.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.gamma as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.gamma as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias as id 7 2024-03-04 05:52:50,739 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.gamma as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias as id 7 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.0.weight as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.0.bias as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.1.weight as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.1.bias as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.gamma as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.weight as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.0.bias as id 8 2024-03-04 05:52:50,740 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.1.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.2.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.4.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block0.layers.layers.5.fc.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.gamma as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.0.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.1.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.2.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.4.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.weight as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block1.layers.layers.5.fc.bias as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.gamma as id 8 2024-03-04 05:52:50,741 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.weight as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.0.bias as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.weight as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.1.bias as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.weight as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.2.bias as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.weight as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.4.bias as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.weight as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_7.2.dense_block2.layers.layers.5.fc.bias as id 8 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.0.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.0.bias as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.1.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.1.bias as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.gamma as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.0.bias as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.1.bias as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.2.bias as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.weight as id 9 2024-03-04 05:52:50,742 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.4.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block0.layers.layers.5.fc.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.gamma as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.0.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.1.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.2.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.4.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block1.layers.layers.5.fc.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.gamma as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.0.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.1.bias as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.weight as id 9 2024-03-04 05:52:50,743 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.2.bias as id 9 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.weight as id 9 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.4.bias as id 9 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.weight as id 9 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_8.2.dense_block2.layers.layers.5.fc.bias as id 9 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.0.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.0.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.1.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.1.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.gamma as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.0.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.1.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.2.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.4.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.weight as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block0.layers.layers.5.fc.bias as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.gamma as id 10 2024-03-04 05:52:50,744 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.0.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.1.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.2.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.4.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block1.layers.layers.5.fc.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.gamma as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.0.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.1.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.2.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.4.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.weight as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_9.2.dense_block2.layers.layers.5.fc.bias as id 10 2024-03-04 05:52:50,745 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.0.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.0.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.1.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.1.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.gamma as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.0.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.1.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.2.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.4.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block0.layers.layers.5.fc.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.gamma as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.0.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.1.bias as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.weight as id 11 2024-03-04 05:52:50,746 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.2.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.4.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block1.layers.layers.5.fc.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.gamma as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.0.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.1.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.2.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.4.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.weight as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param backbone.timm_model.dense_stages_10.2.dense_block2.layers.layers.5.fc.bias as id 11 2024-03-04 05:52:50,747 - mmseg - INFO - set param decode_head.conv_seg.weight as id 10 2024-03-04 05:52:50,747 - mmseg - INFO - set param decode_head.conv_seg.bias as id 10 2024-03-04 05:52:50,747 - mmseg - INFO - set param decode_head.psp_modules.0.1.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.0.1.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.0.1.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.1.1.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.1.1.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.1.1.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.2.1.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.2.1.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.2.1.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.3.1.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.3.1.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.psp_modules.3.1.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.bottleneck.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.bottleneck.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.bottleneck.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.0.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.0.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.0.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.1.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.1.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.1.bn.bias as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.2.conv.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.2.bn.weight as id 10 2024-03-04 05:52:50,748 - mmseg - INFO - set param decode_head.lateral_convs.2.bn.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.0.conv.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.0.bn.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.0.bn.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.1.conv.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.1.bn.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.1.bn.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.2.conv.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.2.bn.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_convs.2.bn.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_bottleneck.conv.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_bottleneck.bn.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param decode_head.fpn_bottleneck.bn.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param auxiliary_head.conv_seg.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param auxiliary_head.conv_seg.bias as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param auxiliary_head.convs.0.conv.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param auxiliary_head.convs.0.bn.weight as id 10 2024-03-04 05:52:50,749 - mmseg - INFO - set param auxiliary_head.convs.0.bn.bias as id 10 2024-03-04 05:52:50,750 - mmseg - INFO - Param groups = { "layer_0_decay": { "param_names": [ "backbone.timm_model.stem.stem.0.weight" ], "lr_scale": 0.4304672100000001, "lr": 3.443737680000001e-05, "weight_decay": 0.03 }, "layer_0_no_decay": { "param_names": [ "backbone.timm_model.stem.stem.0.bias", "backbone.timm_model.stem.stem.1.weight", "backbone.timm_model.stem.stem.1.bias" ], "lr_scale": 0.4304672100000001, "lr": 3.443737680000001e-05, "weight_decay": 0.0 }, "layer_1_no_decay": { "param_names": [ "backbone.timm_model.dense_stages_0.0.dense_block0.gamma", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias", "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.gamma", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias", "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.gamma", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias", "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias", 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images 2024-03-04 05:52:50,834 - mmseg - INFO - Start running, host: root@node0, work_dir: /mnt/cmlssd004/public/donghyun/dnet_exps/mmseg/dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9_376_0 2024-03-04 05:52:50,835 - mmseg - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) PolyLrUpdaterHook (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) PolyLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_train_iter: (VERY_HIGH ) PolyLrUpdaterHook (NORMAL ) UnfreezeDNetIterBasedHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) Fp16OptimizerHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_val_epoch: (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook (VERY_LOW ) WandbLoggerHook -------------------- 2024-03-04 05:52:50,835 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters 2024-03-04 05:52:50,837 - mmseg - INFO - Checkpoints will be saved to /mnt/cmlssd004/public/donghyun/dnet_exps/mmseg/dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9_376_0 by HardDiskBackend. 2024-03-04 05:55:10,755 - mmseg - INFO - Iter [50/160000] lr: 1.125e-06, eta: 4 days, 9:03:00, time: 2.364, data_time: 0.009, memory: 7582, decode.loss_ce: 4.1164, decode.acc_seg: 1.0532, aux.loss_ce: 1.6475, aux.acc_seg: 0.4125, loss: 5.7639 2024-03-04 05:55:42,328 - mmseg - INFO - Iter [100/160000] lr: 2.272e-06, eta: 2 days, 18:31:54, time: 0.631, data_time: 0.008, memory: 7582, decode.loss_ce: 3.9305, decode.acc_seg: 14.0648, aux.loss_ce: 1.6147, aux.acc_seg: 1.2017, loss: 5.5453 2024-03-04 05:56:14,007 - mmseg - INFO - Iter [150/160000] lr: 3.418e-06, eta: 2 days, 5:43:05, time: 0.634, data_time: 0.009, memory: 7582, decode.loss_ce: 3.5570, decode.acc_seg: 35.5792, aux.loss_ce: 1.5707, aux.acc_seg: 5.8618, loss: 5.1277 2024-03-04 05:56:45,634 - mmseg - INFO - Iter [200/160000] lr: 4.563e-06, eta: 1 day, 23:17:41, time: 0.632, data_time: 0.008, memory: 7582, decode.loss_ce: 3.2717, decode.acc_seg: 43.6910, aux.loss_ce: 1.5872, aux.acc_seg: 19.2884, loss: 4.8589 2024-03-04 05:57:16,883 - mmseg - INFO - Iter [250/160000] lr: 5.708e-06, eta: 1 day, 19:22:14, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 2.8281, decode.acc_seg: 49.3405, aux.loss_ce: 1.5113, aux.acc_seg: 34.9141, loss: 4.3394 2024-03-04 05:57:48,045 - mmseg - INFO - Iter [300/160000] lr: 6.852e-06, eta: 1 day, 16:44:19, time: 0.623, data_time: 0.008, memory: 7582, decode.loss_ce: 2.5874, decode.acc_seg: 51.9114, aux.loss_ce: 1.4354, aux.acc_seg: 41.8989, loss: 4.0228 2024-03-04 05:58:19,387 - mmseg - INFO - Iter [350/160000] lr: 7.995e-06, eta: 1 day, 14:52:40, time: 0.627, data_time: 0.009, memory: 7582, decode.loss_ce: 2.2993, decode.acc_seg: 55.4629, aux.loss_ce: 1.3129, aux.acc_seg: 44.6048, loss: 3.6122 2024-03-04 05:58:50,566 - mmseg - INFO - Iter [400/160000] lr: 9.138e-06, eta: 1 day, 13:27:51, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 2.2289, decode.acc_seg: 56.1965, aux.loss_ce: 1.2776, aux.acc_seg: 45.5857, loss: 3.5064 2024-03-04 05:59:21,572 - mmseg - INFO - Iter [450/160000] lr: 1.028e-05, eta: 1 day, 12:20:41, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 2.0535, decode.acc_seg: 56.8611, aux.loss_ce: 1.1910, aux.acc_seg: 46.8929, loss: 3.2445 2024-03-04 05:59:52,486 - mmseg - INFO - Iter [500/160000] lr: 1.142e-05, eta: 1 day, 11:26:21, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 1.8997, decode.acc_seg: 58.3092, aux.loss_ce: 1.1214, aux.acc_seg: 48.1110, loss: 3.0211 2024-03-04 06:00:23,624 - mmseg - INFO - Iter [550/160000] lr: 1.256e-05, eta: 1 day, 10:42:53, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 1.8094, decode.acc_seg: 59.1661, aux.loss_ce: 1.0670, aux.acc_seg: 49.4178, loss: 2.8764 2024-03-04 06:00:54,570 - mmseg - INFO - Iter [600/160000] lr: 1.370e-05, eta: 1 day, 10:05:44, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 1.6504, decode.acc_seg: 60.2208, aux.loss_ce: 0.9833, aux.acc_seg: 50.2505, loss: 2.6338 2024-03-04 06:01:25,455 - mmseg - INFO - Iter [650/160000] lr: 1.484e-05, eta: 1 day, 9:33:58, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 1.6550, decode.acc_seg: 58.9536, aux.loss_ce: 0.9597, aux.acc_seg: 50.2044, loss: 2.6147 2024-03-04 06:01:56,480 - mmseg - INFO - Iter [700/160000] lr: 1.598e-05, eta: 1 day, 9:07:12, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 1.5465, decode.acc_seg: 61.1082, aux.loss_ce: 0.9013, aux.acc_seg: 51.9144, loss: 2.4478 2024-03-04 06:02:27,626 - mmseg - INFO - Iter [750/160000] lr: 1.712e-05, eta: 1 day, 8:44:22, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 1.4671, decode.acc_seg: 62.2590, aux.loss_ce: 0.8458, aux.acc_seg: 54.3823, loss: 2.3129 2024-03-04 06:02:58,698 - mmseg - INFO - Iter [800/160000] lr: 1.825e-05, eta: 1 day, 8:24:04, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 1.4547, decode.acc_seg: 62.3530, aux.loss_ce: 0.8210, aux.acc_seg: 53.6995, loss: 2.2757 2024-03-04 06:03:29,851 - mmseg - INFO - Iter [850/160000] lr: 1.939e-05, eta: 1 day, 8:06:21, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 1.4439, decode.acc_seg: 61.5077, aux.loss_ce: 0.7939, aux.acc_seg: 54.0620, loss: 2.2378 2024-03-04 06:04:00,971 - mmseg - INFO - Iter [900/160000] lr: 2.052e-05, eta: 1 day, 7:50:26, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 1.3809, decode.acc_seg: 63.3903, aux.loss_ce: 0.7666, aux.acc_seg: 55.3635, loss: 2.1476 2024-03-04 06:04:31,916 - mmseg - INFO - Iter [950/160000] lr: 2.166e-05, eta: 1 day, 7:35:40, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 1.3441, decode.acc_seg: 63.4075, aux.loss_ce: 0.7403, aux.acc_seg: 55.4400, loss: 2.0844 2024-03-04 06:05:03,191 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:05:03,191 - mmseg - INFO - Iter [1000/160000] lr: 2.279e-05, eta: 1 day, 7:23:12, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 1.3311, decode.acc_seg: 63.2104, aux.loss_ce: 0.7314, aux.acc_seg: 54.9302, loss: 2.0626 2024-03-04 06:05:34,556 - mmseg - INFO - Iter [1050/160000] lr: 2.393e-05, eta: 1 day, 7:12:05, time: 0.627, data_time: 0.009, memory: 7582, decode.loss_ce: 1.2914, decode.acc_seg: 63.4497, aux.loss_ce: 0.6868, aux.acc_seg: 56.4036, loss: 1.9782 2024-03-04 06:06:05,683 - mmseg - INFO - Iter [1100/160000] lr: 2.506e-05, eta: 1 day, 7:01:20, time: 0.622, data_time: 0.008, memory: 7582, decode.loss_ce: 1.2820, decode.acc_seg: 64.3198, aux.loss_ce: 0.6784, aux.acc_seg: 57.3661, loss: 1.9604 2024-03-04 06:06:37,070 - mmseg - INFO - Iter [1150/160000] lr: 2.619e-05, eta: 1 day, 6:52:08, time: 0.628, data_time: 0.010, memory: 7582, decode.loss_ce: 1.2637, decode.acc_seg: 63.1597, aux.loss_ce: 0.6638, aux.acc_seg: 56.3174, loss: 1.9275 2024-03-04 06:07:08,487 - mmseg - INFO - Iter [1200/160000] lr: 2.732e-05, eta: 1 day, 6:43:40, time: 0.628, data_time: 0.008, memory: 7582, decode.loss_ce: 1.1833, decode.acc_seg: 66.0162, aux.loss_ce: 0.6361, aux.acc_seg: 57.5791, loss: 1.8194 2024-03-04 06:07:39,731 - mmseg - INFO - Iter [1250/160000] lr: 2.845e-05, eta: 1 day, 6:35:31, time: 0.625, data_time: 0.009, memory: 7582, decode.loss_ce: 1.2040, decode.acc_seg: 64.4530, aux.loss_ce: 0.6270, aux.acc_seg: 58.2012, loss: 1.8310 2024-03-04 06:08:13,996 - mmseg - INFO - Iter [1300/160000] lr: 2.958e-05, eta: 1 day, 6:34:05, time: 0.685, data_time: 0.052, memory: 7582, decode.loss_ce: 1.1613, decode.acc_seg: 65.2581, aux.loss_ce: 0.6076, aux.acc_seg: 58.5441, loss: 1.7688 2024-03-04 06:08:45,334 - mmseg - INFO - Iter [1350/160000] lr: 3.071e-05, eta: 1 day, 6:26:59, time: 0.627, data_time: 0.009, memory: 7582, decode.loss_ce: 1.1619, decode.acc_seg: 65.8445, aux.loss_ce: 0.6087, aux.acc_seg: 59.1112, loss: 1.7705 2024-03-04 06:09:16,569 - mmseg - INFO - Iter [1400/160000] lr: 3.184e-05, eta: 1 day, 6:20:09, time: 0.625, data_time: 0.009, memory: 7582, decode.loss_ce: 1.1530, decode.acc_seg: 65.7939, aux.loss_ce: 0.6076, aux.acc_seg: 59.3550, loss: 1.7605 2024-03-04 06:09:47,634 - mmseg - INFO - Iter [1450/160000] lr: 3.297e-05, eta: 1 day, 6:13:26, time: 0.621, data_time: 0.008, memory: 7582, decode.loss_ce: 1.0784, decode.acc_seg: 67.8055, aux.loss_ce: 0.5662, aux.acc_seg: 61.4855, loss: 1.6446 2024-03-04 06:10:19,016 - mmseg - INFO - Iter [1500/160000] lr: 3.409e-05, eta: 1 day, 6:07:42, time: 0.628, data_time: 0.008, memory: 7582, decode.loss_ce: 1.1359, decode.acc_seg: 65.4127, aux.loss_ce: 0.5813, aux.acc_seg: 60.3285, loss: 1.7172 2024-03-04 06:10:50,300 - mmseg - INFO - Iter [1550/160000] lr: 3.410e-05, eta: 1 day, 6:02:08, time: 0.626, data_time: 0.008, memory: 7582, decode.loss_ce: 1.0684, decode.acc_seg: 66.4327, aux.loss_ce: 0.5531, aux.acc_seg: 61.2606, loss: 1.6215 2024-03-04 06:11:21,547 - mmseg - INFO - Iter [1600/160000] lr: 3.409e-05, eta: 1 day, 5:56:50, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 1.0406, decode.acc_seg: 67.9864, aux.loss_ce: 0.5424, aux.acc_seg: 62.3654, loss: 1.5830 2024-03-04 06:11:52,947 - mmseg - INFO - Iter [1650/160000] lr: 3.408e-05, eta: 1 day, 5:52:03, time: 0.628, data_time: 0.008, memory: 7582, decode.loss_ce: 1.1097, decode.acc_seg: 65.5799, aux.loss_ce: 0.5749, aux.acc_seg: 60.0109, loss: 1.6846 2024-03-04 06:12:24,196 - mmseg - INFO - Iter [1700/160000] lr: 3.407e-05, eta: 1 day, 5:47:18, time: 0.625, data_time: 0.009, memory: 7582, decode.loss_ce: 1.0672, decode.acc_seg: 66.6000, aux.loss_ce: 0.5554, aux.acc_seg: 61.6860, loss: 1.6226 2024-03-04 06:12:55,350 - mmseg - INFO - Iter [1750/160000] lr: 3.406e-05, eta: 1 day, 5:42:38, time: 0.623, data_time: 0.010, memory: 7582, decode.loss_ce: 1.0890, decode.acc_seg: 65.8212, aux.loss_ce: 0.5619, aux.acc_seg: 60.8546, loss: 1.6509 2024-03-04 06:13:26,642 - mmseg - INFO - Iter [1800/160000] lr: 3.405e-05, eta: 1 day, 5:38:24, time: 0.626, data_time: 0.008, memory: 7582, decode.loss_ce: 0.9593, decode.acc_seg: 69.3307, aux.loss_ce: 0.5083, aux.acc_seg: 64.0731, loss: 1.4676 2024-03-04 06:13:57,947 - mmseg - INFO - Iter [1850/160000] lr: 3.404e-05, eta: 1 day, 5:34:23, time: 0.626, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9952, decode.acc_seg: 68.7198, aux.loss_ce: 0.5300, aux.acc_seg: 62.7909, loss: 1.5252 2024-03-04 06:14:29,278 - mmseg - INFO - Iter [1900/160000] lr: 3.403e-05, eta: 1 day, 5:30:36, time: 0.627, data_time: 0.009, memory: 7582, decode.loss_ce: 1.0007, decode.acc_seg: 68.0336, aux.loss_ce: 0.5264, aux.acc_seg: 62.7902, loss: 1.5271 2024-03-04 06:15:00,526 - mmseg - INFO - Iter [1950/160000] lr: 3.402e-05, eta: 1 day, 5:26:52, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 1.0451, decode.acc_seg: 66.2775, aux.loss_ce: 0.5351, aux.acc_seg: 61.7239, loss: 1.5802 2024-03-04 06:15:31,774 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:15:31,775 - mmseg - INFO - Iter [2000/160000] lr: 3.401e-05, eta: 1 day, 5:23:18, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 1.0061, decode.acc_seg: 67.6898, aux.loss_ce: 0.5161, aux.acc_seg: 62.0876, loss: 1.5222 2024-03-04 06:16:03,199 - mmseg - INFO - Iter [2050/160000] lr: 3.400e-05, eta: 1 day, 5:20:06, time: 0.628, data_time: 0.012, memory: 7582, decode.loss_ce: 0.9660, decode.acc_seg: 68.7696, aux.loss_ce: 0.4857, aux.acc_seg: 63.9952, loss: 1.4517 2024-03-04 06:16:34,470 - mmseg - INFO - Iter [2100/160000] lr: 3.399e-05, eta: 1 day, 5:16:50, time: 0.625, data_time: 0.010, memory: 7582, decode.loss_ce: 0.9930, decode.acc_seg: 67.5698, aux.loss_ce: 0.5228, aux.acc_seg: 62.2099, loss: 1.5158 2024-03-04 06:17:05,569 - mmseg - INFO - Iter [2150/160000] lr: 3.397e-05, eta: 1 day, 5:13:29, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9560, decode.acc_seg: 68.7430, aux.loss_ce: 0.4872, aux.acc_seg: 64.0451, loss: 1.4432 2024-03-04 06:17:37,050 - mmseg - INFO - Iter [2200/160000] lr: 3.396e-05, eta: 1 day, 5:10:42, time: 0.629, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9456, decode.acc_seg: 69.3820, aux.loss_ce: 0.4916, aux.acc_seg: 63.9902, loss: 1.4372 2024-03-04 06:18:08,355 - mmseg - INFO - Iter [2250/160000] lr: 3.395e-05, eta: 1 day, 5:07:51, time: 0.626, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9454, decode.acc_seg: 69.6034, aux.loss_ce: 0.4906, aux.acc_seg: 64.4387, loss: 1.4360 2024-03-04 06:18:39,563 - mmseg - INFO - Iter [2300/160000] lr: 3.394e-05, eta: 1 day, 5:04:59, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9755, decode.acc_seg: 67.9692, aux.loss_ce: 0.5038, aux.acc_seg: 63.0128, loss: 1.4793 2024-03-04 06:19:10,770 - mmseg - INFO - Iter [2350/160000] lr: 3.393e-05, eta: 1 day, 5:02:12, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8753, decode.acc_seg: 71.3249, aux.loss_ce: 0.4574, aux.acc_seg: 66.1965, loss: 1.3327 2024-03-04 06:19:42,114 - mmseg - INFO - Iter [2400/160000] lr: 3.392e-05, eta: 1 day, 4:59:40, time: 0.627, data_time: 0.010, memory: 7582, decode.loss_ce: 0.9449, decode.acc_seg: 69.9193, aux.loss_ce: 0.4915, aux.acc_seg: 63.3735, loss: 1.4364 2024-03-04 06:20:13,585 - mmseg - INFO - Iter [2450/160000] lr: 3.391e-05, eta: 1 day, 4:57:21, time: 0.629, data_time: 0.012, memory: 7582, decode.loss_ce: 0.9358, decode.acc_seg: 69.4296, aux.loss_ce: 0.4833, aux.acc_seg: 64.0811, loss: 1.4192 2024-03-04 06:20:44,693 - mmseg - INFO - Iter [2500/160000] lr: 3.390e-05, eta: 1 day, 4:54:44, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9128, decode.acc_seg: 69.3641, aux.loss_ce: 0.4761, aux.acc_seg: 63.6930, loss: 1.3889 2024-03-04 06:21:19,422 - mmseg - INFO - Iter [2550/160000] lr: 3.389e-05, eta: 1 day, 4:55:55, time: 0.695, data_time: 0.077, memory: 7582, decode.loss_ce: 0.8821, decode.acc_seg: 70.3429, aux.loss_ce: 0.4658, aux.acc_seg: 65.1316, loss: 1.3479 2024-03-04 06:21:50,709 - mmseg - INFO - Iter [2600/160000] lr: 3.388e-05, eta: 1 day, 4:53:33, time: 0.626, data_time: 0.009, memory: 7582, decode.loss_ce: 0.9124, decode.acc_seg: 69.3477, aux.loss_ce: 0.4821, aux.acc_seg: 63.5849, loss: 1.3945 2024-03-04 06:22:21,912 - mmseg - INFO - Iter [2650/160000] lr: 3.387e-05, eta: 1 day, 4:51:11, time: 0.624, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8216, decode.acc_seg: 72.1973, aux.loss_ce: 0.4351, aux.acc_seg: 66.8796, loss: 1.2568 2024-03-04 06:22:53,159 - mmseg - INFO - Iter [2700/160000] lr: 3.386e-05, eta: 1 day, 4:48:55, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8656, decode.acc_seg: 71.0224, aux.loss_ce: 0.4612, aux.acc_seg: 64.9316, loss: 1.3268 2024-03-04 06:23:24,277 - mmseg - INFO - Iter [2750/160000] lr: 3.385e-05, eta: 1 day, 4:46:36, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8283, decode.acc_seg: 72.5629, aux.loss_ce: 0.4439, aux.acc_seg: 66.4825, loss: 1.2722 2024-03-04 06:23:55,456 - mmseg - INFO - Iter [2800/160000] lr: 3.383e-05, eta: 1 day, 4:44:25, time: 0.624, data_time: 0.010, memory: 7582, decode.loss_ce: 0.8384, decode.acc_seg: 71.1968, aux.loss_ce: 0.4443, aux.acc_seg: 65.5568, loss: 1.2828 2024-03-04 06:24:26,726 - mmseg - INFO - Iter [2850/160000] lr: 3.382e-05, eta: 1 day, 4:42:21, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 0.9098, decode.acc_seg: 69.4873, aux.loss_ce: 0.4725, aux.acc_seg: 64.2455, loss: 1.3823 2024-03-04 06:24:57,670 - mmseg - INFO - Iter [2900/160000] lr: 3.381e-05, eta: 1 day, 4:40:04, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.9076, decode.acc_seg: 70.0047, aux.loss_ce: 0.4637, aux.acc_seg: 64.4729, loss: 1.3713 2024-03-04 06:25:28,798 - mmseg - INFO - Iter [2950/160000] lr: 3.380e-05, eta: 1 day, 4:37:59, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8160, decode.acc_seg: 71.6520, aux.loss_ce: 0.4280, aux.acc_seg: 66.1749, loss: 1.2441 2024-03-04 06:26:00,276 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:26:00,276 - mmseg - INFO - Iter [3000/160000] lr: 3.379e-05, eta: 1 day, 4:36:15, time: 0.629, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7955, decode.acc_seg: 72.7217, aux.loss_ce: 0.4180, aux.acc_seg: 67.4550, loss: 1.2135 2024-03-04 06:26:31,526 - mmseg - INFO - Iter [3050/160000] lr: 3.378e-05, eta: 1 day, 4:34:24, time: 0.625, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8231, decode.acc_seg: 72.6060, aux.loss_ce: 0.4316, aux.acc_seg: 67.0864, loss: 1.2547 2024-03-04 06:27:02,730 - mmseg - INFO - Iter [3100/160000] lr: 3.377e-05, eta: 1 day, 4:32:32, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8450, decode.acc_seg: 71.0054, aux.loss_ce: 0.4410, aux.acc_seg: 65.7061, loss: 1.2860 2024-03-04 06:27:33,796 - mmseg - INFO - Iter [3150/160000] lr: 3.376e-05, eta: 1 day, 4:30:36, time: 0.621, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8353, decode.acc_seg: 71.3362, aux.loss_ce: 0.4255, aux.acc_seg: 66.9806, loss: 1.2607 2024-03-04 06:28:04,814 - mmseg - INFO - Iter [3200/160000] lr: 3.375e-05, eta: 1 day, 4:28:40, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8048, decode.acc_seg: 72.7912, aux.loss_ce: 0.4216, aux.acc_seg: 67.5852, loss: 1.2263 2024-03-04 06:28:35,833 - mmseg - INFO - Iter [3250/160000] lr: 3.374e-05, eta: 1 day, 4:26:46, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8007, decode.acc_seg: 71.2138, aux.loss_ce: 0.4182, aux.acc_seg: 66.6253, loss: 1.2189 2024-03-04 06:29:06,778 - mmseg - INFO - Iter [3300/160000] lr: 3.373e-05, eta: 1 day, 4:24:52, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8080, decode.acc_seg: 71.8055, aux.loss_ce: 0.4198, aux.acc_seg: 66.8062, loss: 1.2278 2024-03-04 06:29:37,802 - mmseg - INFO - Iter [3350/160000] lr: 3.372e-05, eta: 1 day, 4:23:04, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8534, decode.acc_seg: 71.4496, aux.loss_ce: 0.4452, aux.acc_seg: 65.9553, loss: 1.2986 2024-03-04 06:30:09,064 - mmseg - INFO - Iter [3400/160000] lr: 3.371e-05, eta: 1 day, 4:21:28, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7905, decode.acc_seg: 72.7652, aux.loss_ce: 0.4166, aux.acc_seg: 67.4508, loss: 1.2071 2024-03-04 06:30:40,261 - mmseg - INFO - Iter [3450/160000] lr: 3.370e-05, eta: 1 day, 4:19:52, time: 0.624, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8492, decode.acc_seg: 70.7760, aux.loss_ce: 0.4338, aux.acc_seg: 65.8772, loss: 1.2830 2024-03-04 06:31:11,439 - mmseg - INFO - Iter [3500/160000] lr: 3.368e-05, eta: 1 day, 4:18:17, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8088, decode.acc_seg: 72.7694, aux.loss_ce: 0.4191, aux.acc_seg: 67.2129, loss: 1.2279 2024-03-04 06:31:42,761 - mmseg - INFO - Iter [3550/160000] lr: 3.367e-05, eta: 1 day, 4:16:50, time: 0.627, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8254, decode.acc_seg: 71.9053, aux.loss_ce: 0.4209, aux.acc_seg: 66.7355, loss: 1.2463 2024-03-04 06:32:14,028 - mmseg - INFO - Iter [3600/160000] lr: 3.366e-05, eta: 1 day, 4:15:23, time: 0.625, data_time: 0.008, memory: 7582, decode.loss_ce: 0.8246, decode.acc_seg: 71.1914, aux.loss_ce: 0.4268, aux.acc_seg: 66.0017, loss: 1.2513 2024-03-04 06:32:45,085 - mmseg - INFO - Iter [3650/160000] lr: 3.365e-05, eta: 1 day, 4:13:47, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.8412, decode.acc_seg: 71.3729, aux.loss_ce: 0.4283, aux.acc_seg: 66.3253, loss: 1.2695 2024-03-04 06:33:16,253 - mmseg - INFO - Iter [3700/160000] lr: 3.364e-05, eta: 1 day, 4:12:19, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7936, decode.acc_seg: 72.2568, aux.loss_ce: 0.4176, aux.acc_seg: 67.1153, loss: 1.2113 2024-03-04 06:33:47,323 - mmseg - INFO - Iter [3750/160000] lr: 3.363e-05, eta: 1 day, 4:10:47, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.7918, decode.acc_seg: 72.9902, aux.loss_ce: 0.4079, aux.acc_seg: 68.1922, loss: 1.1997 2024-03-04 06:34:21,496 - mmseg - INFO - Iter [3800/160000] lr: 3.362e-05, eta: 1 day, 4:11:25, time: 0.683, data_time: 0.056, memory: 7582, decode.loss_ce: 0.7855, decode.acc_seg: 72.9602, aux.loss_ce: 0.4061, aux.acc_seg: 67.7040, loss: 1.1916 2024-03-04 06:34:52,602 - mmseg - INFO - Iter [3850/160000] lr: 3.361e-05, eta: 1 day, 4:09:57, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7488, decode.acc_seg: 73.2357, aux.loss_ce: 0.3939, aux.acc_seg: 68.0896, loss: 1.1427 2024-03-04 06:35:23,398 - mmseg - INFO - Iter [3900/160000] lr: 3.360e-05, eta: 1 day, 4:08:17, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7640, decode.acc_seg: 73.7025, aux.loss_ce: 0.3975, aux.acc_seg: 68.0873, loss: 1.1616 2024-03-04 06:35:54,536 - mmseg - INFO - Iter [3950/160000] lr: 3.359e-05, eta: 1 day, 4:06:53, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7542, decode.acc_seg: 74.0295, aux.loss_ce: 0.4001, aux.acc_seg: 68.3720, loss: 1.1543 2024-03-04 06:36:25,752 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:36:25,753 - mmseg - INFO - Iter [4000/160000] lr: 3.358e-05, eta: 1 day, 4:05:33, time: 0.624, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7454, decode.acc_seg: 73.6781, aux.loss_ce: 0.3867, aux.acc_seg: 68.8312, loss: 1.1321 2024-03-04 06:36:56,874 - mmseg - INFO - Iter [4050/160000] lr: 3.357e-05, eta: 1 day, 4:04:11, time: 0.622, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7192, decode.acc_seg: 73.8853, aux.loss_ce: 0.3840, aux.acc_seg: 68.6949, loss: 1.1032 2024-03-04 06:37:28,073 - mmseg - INFO - Iter [4100/160000] lr: 3.356e-05, eta: 1 day, 4:02:53, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7465, decode.acc_seg: 73.5636, aux.loss_ce: 0.3899, aux.acc_seg: 68.1272, loss: 1.1364 2024-03-04 06:37:59,352 - mmseg - INFO - Iter [4150/160000] lr: 3.354e-05, eta: 1 day, 4:01:39, time: 0.626, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7172, decode.acc_seg: 74.9344, aux.loss_ce: 0.3780, aux.acc_seg: 69.9691, loss: 1.0952 2024-03-04 06:38:30,482 - mmseg - INFO - Iter [4200/160000] lr: 3.353e-05, eta: 1 day, 4:00:21, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7437, decode.acc_seg: 73.6740, aux.loss_ce: 0.3804, aux.acc_seg: 69.2523, loss: 1.1240 2024-03-04 06:39:01,570 - mmseg - INFO - Iter [4250/160000] lr: 3.352e-05, eta: 1 day, 3:59:02, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7437, decode.acc_seg: 73.1999, aux.loss_ce: 0.3825, aux.acc_seg: 68.7358, loss: 1.1262 2024-03-04 06:39:32,685 - mmseg - INFO - Iter [4300/160000] lr: 3.351e-05, eta: 1 day, 3:57:45, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7407, decode.acc_seg: 74.0055, aux.loss_ce: 0.3847, aux.acc_seg: 69.1805, loss: 1.1254 2024-03-04 06:40:03,756 - mmseg - INFO - Iter [4350/160000] lr: 3.350e-05, eta: 1 day, 3:56:28, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7647, decode.acc_seg: 73.0946, aux.loss_ce: 0.3911, aux.acc_seg: 67.9638, loss: 1.1558 2024-03-04 06:40:34,754 - mmseg - INFO - Iter [4400/160000] lr: 3.349e-05, eta: 1 day, 3:55:09, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.7717, decode.acc_seg: 72.6492, aux.loss_ce: 0.3905, aux.acc_seg: 68.2410, loss: 1.1622 2024-03-04 06:41:05,750 - mmseg - INFO - Iter [4450/160000] lr: 3.348e-05, eta: 1 day, 3:53:51, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7558, decode.acc_seg: 72.9697, aux.loss_ce: 0.3854, aux.acc_seg: 68.3860, loss: 1.1412 2024-03-04 06:41:36,922 - mmseg - INFO - Iter [4500/160000] lr: 3.347e-05, eta: 1 day, 3:52:41, time: 0.623, data_time: 0.010, memory: 7582, decode.loss_ce: 0.7675, decode.acc_seg: 73.3723, aux.loss_ce: 0.3878, aux.acc_seg: 68.6524, loss: 1.1553 2024-03-04 06:42:08,066 - mmseg - INFO - Iter [4550/160000] lr: 3.346e-05, eta: 1 day, 3:51:30, time: 0.623, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7423, decode.acc_seg: 73.4803, aux.loss_ce: 0.3885, aux.acc_seg: 67.7556, loss: 1.1307 2024-03-04 06:42:39,004 - mmseg - INFO - Iter [4600/160000] lr: 3.345e-05, eta: 1 day, 3:50:13, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7313, decode.acc_seg: 74.4823, aux.loss_ce: 0.3770, aux.acc_seg: 69.7766, loss: 1.1083 2024-03-04 06:43:10,035 - mmseg - INFO - Iter [4650/160000] lr: 3.344e-05, eta: 1 day, 3:49:00, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.7401, decode.acc_seg: 73.6121, aux.loss_ce: 0.3870, aux.acc_seg: 68.3232, loss: 1.1271 2024-03-04 06:43:41,221 - mmseg - INFO - Iter [4700/160000] lr: 3.343e-05, eta: 1 day, 3:47:53, time: 0.624, data_time: 0.011, memory: 7582, decode.loss_ce: 0.7876, decode.acc_seg: 72.5411, aux.loss_ce: 0.4041, aux.acc_seg: 68.1140, loss: 1.1918 2024-03-04 06:44:12,274 - mmseg - INFO - Iter [4750/160000] lr: 3.342e-05, eta: 1 day, 3:46:43, time: 0.621, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7528, decode.acc_seg: 73.7546, aux.loss_ce: 0.3847, aux.acc_seg: 68.7946, loss: 1.1375 2024-03-04 06:44:43,375 - mmseg - INFO - Iter [4800/160000] lr: 3.340e-05, eta: 1 day, 3:45:35, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7648, decode.acc_seg: 72.8675, aux.loss_ce: 0.3864, aux.acc_seg: 68.1781, loss: 1.1512 2024-03-04 06:45:14,539 - mmseg - INFO - Iter [4850/160000] lr: 3.339e-05, eta: 1 day, 3:44:30, time: 0.623, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7237, decode.acc_seg: 73.6933, aux.loss_ce: 0.3679, aux.acc_seg: 69.5543, loss: 1.0917 2024-03-04 06:45:45,587 - mmseg - INFO - Iter [4900/160000] lr: 3.338e-05, eta: 1 day, 3:43:22, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7420, decode.acc_seg: 73.4233, aux.loss_ce: 0.3700, aux.acc_seg: 68.6487, loss: 1.1120 2024-03-04 06:46:16,606 - mmseg - INFO - Iter [4950/160000] lr: 3.337e-05, eta: 1 day, 3:42:13, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7637, decode.acc_seg: 73.2158, aux.loss_ce: 0.3869, aux.acc_seg: 68.8236, loss: 1.1506 2024-03-04 06:46:47,514 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:46:47,514 - mmseg - INFO - Iter [5000/160000] lr: 3.336e-05, eta: 1 day, 3:41:02, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7581, decode.acc_seg: 73.1642, aux.loss_ce: 0.3875, aux.acc_seg: 67.8942, loss: 1.1456 2024-03-04 06:47:18,392 - mmseg - INFO - Iter [5050/160000] lr: 3.335e-05, eta: 1 day, 3:39:51, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7321, decode.acc_seg: 74.1217, aux.loss_ce: 0.3794, aux.acc_seg: 68.9416, loss: 1.1115 2024-03-04 06:47:52,414 - mmseg - INFO - Iter [5100/160000] lr: 3.334e-05, eta: 1 day, 3:40:16, time: 0.680, data_time: 0.063, memory: 7582, decode.loss_ce: 0.6719, decode.acc_seg: 75.8509, aux.loss_ce: 0.3553, aux.acc_seg: 70.4013, loss: 1.0271 2024-03-04 06:48:23,459 - mmseg - INFO - Iter [5150/160000] lr: 3.333e-05, eta: 1 day, 3:39:11, time: 0.621, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6778, decode.acc_seg: 75.6951, aux.loss_ce: 0.3563, aux.acc_seg: 70.1371, loss: 1.0341 2024-03-04 06:48:54,278 - mmseg - INFO - Iter [5200/160000] lr: 3.332e-05, eta: 1 day, 3:37:59, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6743, decode.acc_seg: 75.3544, aux.loss_ce: 0.3606, aux.acc_seg: 69.7271, loss: 1.0349 2024-03-04 06:49:25,267 - mmseg - INFO - Iter [5250/160000] lr: 3.331e-05, eta: 1 day, 3:36:53, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6984, decode.acc_seg: 74.7548, aux.loss_ce: 0.3630, aux.acc_seg: 70.2489, loss: 1.0614 2024-03-04 06:49:56,248 - mmseg - INFO - Iter [5300/160000] lr: 3.330e-05, eta: 1 day, 3:35:48, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6987, decode.acc_seg: 74.9848, aux.loss_ce: 0.3643, aux.acc_seg: 70.0996, loss: 1.0630 2024-03-04 06:50:27,119 - mmseg - INFO - Iter [5350/160000] lr: 3.329e-05, eta: 1 day, 3:34:40, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6699, decode.acc_seg: 75.9244, aux.loss_ce: 0.3477, aux.acc_seg: 71.5383, loss: 1.0176 2024-03-04 06:50:58,145 - mmseg - INFO - Iter [5400/160000] lr: 3.328e-05, eta: 1 day, 3:33:37, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7267, decode.acc_seg: 73.6923, aux.loss_ce: 0.3765, aux.acc_seg: 68.9082, loss: 1.1032 2024-03-04 06:51:29,012 - mmseg - INFO - Iter [5450/160000] lr: 3.326e-05, eta: 1 day, 3:32:30, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6854, decode.acc_seg: 75.1767, aux.loss_ce: 0.3575, aux.acc_seg: 70.4299, loss: 1.0430 2024-03-04 06:52:00,024 - mmseg - INFO - Iter [5500/160000] lr: 3.325e-05, eta: 1 day, 3:31:28, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.7092, decode.acc_seg: 74.8942, aux.loss_ce: 0.3661, aux.acc_seg: 69.6850, loss: 1.0753 2024-03-04 06:52:30,983 - mmseg - INFO - Iter [5550/160000] lr: 3.324e-05, eta: 1 day, 3:30:25, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6819, decode.acc_seg: 74.9559, aux.loss_ce: 0.3522, aux.acc_seg: 70.0681, loss: 1.0341 2024-03-04 06:53:01,990 - mmseg - INFO - Iter [5600/160000] lr: 3.323e-05, eta: 1 day, 3:29:24, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6821, decode.acc_seg: 74.9035, aux.loss_ce: 0.3490, aux.acc_seg: 70.4323, loss: 1.0311 2024-03-04 06:53:33,080 - mmseg - INFO - Iter [5650/160000] lr: 3.322e-05, eta: 1 day, 3:28:26, time: 0.622, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7162, decode.acc_seg: 74.7078, aux.loss_ce: 0.3666, aux.acc_seg: 69.6560, loss: 1.0829 2024-03-04 06:54:04,133 - mmseg - INFO - Iter [5700/160000] lr: 3.321e-05, eta: 1 day, 3:27:27, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6968, decode.acc_seg: 74.6506, aux.loss_ce: 0.3533, aux.acc_seg: 70.0645, loss: 1.0501 2024-03-04 06:54:34,928 - mmseg - INFO - Iter [5750/160000] lr: 3.320e-05, eta: 1 day, 3:26:22, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7303, decode.acc_seg: 73.9113, aux.loss_ce: 0.3666, aux.acc_seg: 69.2695, loss: 1.0969 2024-03-04 06:55:05,766 - mmseg - INFO - Iter [5800/160000] lr: 3.319e-05, eta: 1 day, 3:25:19, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.7060, decode.acc_seg: 75.3541, aux.loss_ce: 0.3562, aux.acc_seg: 70.7642, loss: 1.0622 2024-03-04 06:55:36,568 - mmseg - INFO - Iter [5850/160000] lr: 3.318e-05, eta: 1 day, 3:24:15, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6956, decode.acc_seg: 74.7806, aux.loss_ce: 0.3516, aux.acc_seg: 70.8952, loss: 1.0472 2024-03-04 06:56:07,556 - mmseg - INFO - Iter [5900/160000] lr: 3.317e-05, eta: 1 day, 3:23:16, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.6788, decode.acc_seg: 76.0883, aux.loss_ce: 0.3467, aux.acc_seg: 70.8841, loss: 1.0255 2024-03-04 06:56:38,568 - mmseg - INFO - Iter [5950/160000] lr: 3.316e-05, eta: 1 day, 3:22:19, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.7139, decode.acc_seg: 73.7904, aux.loss_ce: 0.3530, aux.acc_seg: 69.7747, loss: 1.0669 2024-03-04 06:57:09,573 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 06:57:09,574 - mmseg - INFO - Iter [6000/160000] lr: 3.315e-05, eta: 1 day, 3:21:22, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.7164, decode.acc_seg: 75.1460, aux.loss_ce: 0.3557, aux.acc_seg: 70.6719, loss: 1.0721 2024-03-04 06:57:40,601 - mmseg - INFO - Iter [6050/160000] lr: 3.314e-05, eta: 1 day, 3:20:26, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6721, decode.acc_seg: 75.4102, aux.loss_ce: 0.3398, aux.acc_seg: 71.3096, loss: 1.0119 2024-03-04 06:58:11,812 - mmseg - INFO - Iter [6100/160000] lr: 3.312e-05, eta: 1 day, 3:19:35, time: 0.624, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6992, decode.acc_seg: 75.4799, aux.loss_ce: 0.3534, aux.acc_seg: 70.7305, loss: 1.0526 2024-03-04 06:58:42,902 - mmseg - INFO - Iter [6150/160000] lr: 3.311e-05, eta: 1 day, 3:18:41, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6613, decode.acc_seg: 76.7044, aux.loss_ce: 0.3375, aux.acc_seg: 71.7045, loss: 0.9988 2024-03-04 06:59:13,899 - mmseg - INFO - Iter [6200/160000] lr: 3.310e-05, eta: 1 day, 3:17:45, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6922, decode.acc_seg: 74.7019, aux.loss_ce: 0.3490, aux.acc_seg: 69.9979, loss: 1.0412 2024-03-04 06:59:44,813 - mmseg - INFO - Iter [6250/160000] lr: 3.309e-05, eta: 1 day, 3:16:48, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6965, decode.acc_seg: 73.6516, aux.loss_ce: 0.3471, aux.acc_seg: 69.5421, loss: 1.0435 2024-03-04 07:00:15,819 - mmseg - INFO - Iter [6300/160000] lr: 3.308e-05, eta: 1 day, 3:15:53, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6584, decode.acc_seg: 75.5205, aux.loss_ce: 0.3279, aux.acc_seg: 71.7958, loss: 0.9863 2024-03-04 07:00:49,939 - mmseg - INFO - Iter [6350/160000] lr: 3.307e-05, eta: 1 day, 3:16:14, time: 0.682, data_time: 0.063, memory: 7582, decode.loss_ce: 0.6655, decode.acc_seg: 75.1846, aux.loss_ce: 0.3406, aux.acc_seg: 70.6227, loss: 1.0061 2024-03-04 07:01:20,901 - mmseg - INFO - Iter [6400/160000] lr: 3.306e-05, eta: 1 day, 3:15:19, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6431, decode.acc_seg: 76.3369, aux.loss_ce: 0.3412, aux.acc_seg: 71.3551, loss: 0.9843 2024-03-04 07:01:51,663 - mmseg - INFO - Iter [6450/160000] lr: 3.305e-05, eta: 1 day, 3:14:19, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6505, decode.acc_seg: 75.7609, aux.loss_ce: 0.3395, aux.acc_seg: 70.7806, loss: 0.9900 2024-03-04 07:02:22,447 - mmseg - INFO - Iter [6500/160000] lr: 3.304e-05, eta: 1 day, 3:13:20, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6319, decode.acc_seg: 76.0025, aux.loss_ce: 0.3319, aux.acc_seg: 70.8648, loss: 0.9638 2024-03-04 07:02:53,397 - mmseg - INFO - Iter [6550/160000] lr: 3.303e-05, eta: 1 day, 3:12:25, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6368, decode.acc_seg: 76.7105, aux.loss_ce: 0.3272, aux.acc_seg: 71.7564, loss: 0.9640 2024-03-04 07:03:24,504 - mmseg - INFO - Iter [6600/160000] lr: 3.302e-05, eta: 1 day, 3:11:34, time: 0.622, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6151, decode.acc_seg: 77.3107, aux.loss_ce: 0.3201, aux.acc_seg: 72.5047, loss: 0.9352 2024-03-04 07:03:55,388 - mmseg - INFO - Iter [6650/160000] lr: 3.301e-05, eta: 1 day, 3:10:39, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6438, decode.acc_seg: 76.7908, aux.loss_ce: 0.3259, aux.acc_seg: 72.2013, loss: 0.9697 2024-03-04 07:04:26,322 - mmseg - INFO - Iter [6700/160000] lr: 3.300e-05, eta: 1 day, 3:09:45, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6632, decode.acc_seg: 75.1807, aux.loss_ce: 0.3383, aux.acc_seg: 70.4406, loss: 1.0016 2024-03-04 07:04:57,343 - mmseg - INFO - Iter [6750/160000] lr: 3.298e-05, eta: 1 day, 3:08:53, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6767, decode.acc_seg: 75.0172, aux.loss_ce: 0.3441, aux.acc_seg: 70.2388, loss: 1.0208 2024-03-04 07:05:28,180 - mmseg - INFO - Iter [6800/160000] lr: 3.297e-05, eta: 1 day, 3:07:58, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6722, decode.acc_seg: 76.1237, aux.loss_ce: 0.3428, aux.acc_seg: 71.8172, loss: 1.0151 2024-03-04 07:05:58,987 - mmseg - INFO - Iter [6850/160000] lr: 3.296e-05, eta: 1 day, 3:07:02, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6539, decode.acc_seg: 75.7214, aux.loss_ce: 0.3319, aux.acc_seg: 71.1283, loss: 0.9858 2024-03-04 07:06:29,848 - mmseg - INFO - Iter [6900/160000] lr: 3.295e-05, eta: 1 day, 3:06:07, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6825, decode.acc_seg: 74.7150, aux.loss_ce: 0.3448, aux.acc_seg: 70.2392, loss: 1.0273 2024-03-04 07:07:00,571 - mmseg - INFO - Iter [6950/160000] lr: 3.294e-05, eta: 1 day, 3:05:10, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6392, decode.acc_seg: 76.7757, aux.loss_ce: 0.3234, aux.acc_seg: 72.3120, loss: 0.9626 2024-03-04 07:07:31,544 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:07:31,544 - mmseg - INFO - Iter [7000/160000] lr: 3.293e-05, eta: 1 day, 3:04:19, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6812, decode.acc_seg: 74.9450, aux.loss_ce: 0.3492, aux.acc_seg: 70.1674, loss: 1.0304 2024-03-04 07:08:02,571 - mmseg - INFO - Iter [7050/160000] lr: 3.292e-05, eta: 1 day, 3:03:30, time: 0.621, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6342, decode.acc_seg: 77.3123, aux.loss_ce: 0.3215, aux.acc_seg: 72.8868, loss: 0.9556 2024-03-04 07:08:33,388 - mmseg - INFO - Iter [7100/160000] lr: 3.291e-05, eta: 1 day, 3:02:36, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6513, decode.acc_seg: 75.4327, aux.loss_ce: 0.3301, aux.acc_seg: 71.2807, loss: 0.9815 2024-03-04 07:09:04,129 - mmseg - INFO - Iter [7150/160000] lr: 3.290e-05, eta: 1 day, 3:01:40, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6324, decode.acc_seg: 75.5862, aux.loss_ce: 0.3268, aux.acc_seg: 71.0740, loss: 0.9592 2024-03-04 07:09:34,884 - mmseg - INFO - Iter [7200/160000] lr: 3.289e-05, eta: 1 day, 3:00:46, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6569, decode.acc_seg: 75.7243, aux.loss_ce: 0.3346, aux.acc_seg: 71.4359, loss: 0.9915 2024-03-04 07:10:05,766 - mmseg - INFO - Iter [7250/160000] lr: 3.288e-05, eta: 1 day, 2:59:54, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6425, decode.acc_seg: 76.2287, aux.loss_ce: 0.3254, aux.acc_seg: 71.9855, loss: 0.9680 2024-03-04 07:10:36,674 - mmseg - INFO - Iter [7300/160000] lr: 3.287e-05, eta: 1 day, 2:59:03, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6112, decode.acc_seg: 77.6432, aux.loss_ce: 0.3177, aux.acc_seg: 72.7831, loss: 0.9289 2024-03-04 07:11:07,653 - mmseg - INFO - Iter [7350/160000] lr: 3.286e-05, eta: 1 day, 2:58:14, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6590, decode.acc_seg: 76.4553, aux.loss_ce: 0.3386, aux.acc_seg: 71.9250, loss: 0.9976 2024-03-04 07:11:38,527 - mmseg - INFO - Iter [7400/160000] lr: 3.284e-05, eta: 1 day, 2:57:23, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6599, decode.acc_seg: 75.5565, aux.loss_ce: 0.3292, aux.acc_seg: 71.8932, loss: 0.9890 2024-03-04 07:12:09,577 - mmseg - INFO - Iter [7450/160000] lr: 3.283e-05, eta: 1 day, 2:56:36, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6635, decode.acc_seg: 76.0911, aux.loss_ce: 0.3319, aux.acc_seg: 71.6068, loss: 0.9954 2024-03-04 07:12:40,547 - mmseg - INFO - Iter [7500/160000] lr: 3.282e-05, eta: 1 day, 2:55:48, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6402, decode.acc_seg: 76.1518, aux.loss_ce: 0.3249, aux.acc_seg: 71.8844, loss: 0.9651 2024-03-04 07:13:11,610 - mmseg - INFO - Iter [7550/160000] lr: 3.281e-05, eta: 1 day, 2:55:01, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6415, decode.acc_seg: 76.7115, aux.loss_ce: 0.3291, aux.acc_seg: 71.8393, loss: 0.9706 2024-03-04 07:13:45,663 - mmseg - INFO - Iter [7600/160000] lr: 3.280e-05, eta: 1 day, 2:55:15, time: 0.681, data_time: 0.069, memory: 7582, decode.loss_ce: 0.6402, decode.acc_seg: 76.5763, aux.loss_ce: 0.3257, aux.acc_seg: 71.4192, loss: 0.9660 2024-03-04 07:14:16,462 - mmseg - INFO - Iter [7650/160000] lr: 3.279e-05, eta: 1 day, 2:54:23, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5820, decode.acc_seg: 77.6407, aux.loss_ce: 0.3064, aux.acc_seg: 73.2244, loss: 0.8884 2024-03-04 07:14:47,351 - mmseg - INFO - Iter [7700/160000] lr: 3.278e-05, eta: 1 day, 2:53:34, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6259, decode.acc_seg: 76.1721, aux.loss_ce: 0.3172, aux.acc_seg: 72.0711, loss: 0.9431 2024-03-04 07:15:18,356 - mmseg - INFO - Iter [7750/160000] lr: 3.277e-05, eta: 1 day, 2:52:47, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6390, decode.acc_seg: 76.8662, aux.loss_ce: 0.3352, aux.acc_seg: 71.6409, loss: 0.9742 2024-03-04 07:15:49,143 - mmseg - INFO - Iter [7800/160000] lr: 3.276e-05, eta: 1 day, 2:51:55, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6279, decode.acc_seg: 77.1314, aux.loss_ce: 0.3205, aux.acc_seg: 72.5219, loss: 0.9484 2024-03-04 07:16:19,843 - mmseg - INFO - Iter [7850/160000] lr: 3.275e-05, eta: 1 day, 2:51:03, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5943, decode.acc_seg: 77.2704, aux.loss_ce: 0.3072, aux.acc_seg: 72.9247, loss: 0.9015 2024-03-04 07:16:50,592 - mmseg - INFO - Iter [7900/160000] lr: 3.274e-05, eta: 1 day, 2:50:12, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6358, decode.acc_seg: 76.9051, aux.loss_ce: 0.3289, aux.acc_seg: 71.7594, loss: 0.9647 2024-03-04 07:17:21,336 - mmseg - INFO - Iter [7950/160000] lr: 3.273e-05, eta: 1 day, 2:49:20, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5945, decode.acc_seg: 78.4469, aux.loss_ce: 0.3108, aux.acc_seg: 73.4608, loss: 0.9053 2024-03-04 07:17:52,262 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:17:52,263 - mmseg - INFO - Iter [8000/160000] lr: 3.272e-05, eta: 1 day, 2:48:33, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6107, decode.acc_seg: 76.7145, aux.loss_ce: 0.3112, aux.acc_seg: 72.5385, loss: 0.9219 2024-03-04 07:18:23,038 - mmseg - INFO - Iter [8050/160000] lr: 3.270e-05, eta: 1 day, 2:47:43, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6165, decode.acc_seg: 77.5693, aux.loss_ce: 0.3120, aux.acc_seg: 73.2525, loss: 0.9285 2024-03-04 07:18:53,908 - mmseg - INFO - Iter [8100/160000] lr: 3.269e-05, eta: 1 day, 2:46:55, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6102, decode.acc_seg: 77.3082, aux.loss_ce: 0.3173, aux.acc_seg: 72.1090, loss: 0.9276 2024-03-04 07:19:24,830 - mmseg - INFO - Iter [8150/160000] lr: 3.268e-05, eta: 1 day, 2:46:07, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6333, decode.acc_seg: 77.1692, aux.loss_ce: 0.3288, aux.acc_seg: 72.2317, loss: 0.9620 2024-03-04 07:19:55,768 - mmseg - INFO - Iter [8200/160000] lr: 3.267e-05, eta: 1 day, 2:45:21, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6022, decode.acc_seg: 77.7152, aux.loss_ce: 0.3025, aux.acc_seg: 73.9007, loss: 0.9047 2024-03-04 07:20:26,485 - mmseg - INFO - Iter [8250/160000] lr: 3.266e-05, eta: 1 day, 2:44:31, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6233, decode.acc_seg: 76.6309, aux.loss_ce: 0.3164, aux.acc_seg: 72.3152, loss: 0.9397 2024-03-04 07:20:57,262 - mmseg - INFO - Iter [8300/160000] lr: 3.265e-05, eta: 1 day, 2:43:42, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6594, decode.acc_seg: 76.5279, aux.loss_ce: 0.3385, aux.acc_seg: 71.6309, loss: 0.9979 2024-03-04 07:21:28,118 - mmseg - INFO - Iter [8350/160000] lr: 3.264e-05, eta: 1 day, 2:42:55, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6357, decode.acc_seg: 76.4264, aux.loss_ce: 0.3233, aux.acc_seg: 72.0880, loss: 0.9590 2024-03-04 07:21:59,127 - mmseg - INFO - Iter [8400/160000] lr: 3.263e-05, eta: 1 day, 2:42:10, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6388, decode.acc_seg: 76.8485, aux.loss_ce: 0.3253, aux.acc_seg: 72.3758, loss: 0.9641 2024-03-04 07:22:29,942 - mmseg - INFO - Iter [8450/160000] lr: 3.262e-05, eta: 1 day, 2:41:23, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6115, decode.acc_seg: 77.4598, aux.loss_ce: 0.3058, aux.acc_seg: 73.4960, loss: 0.9173 2024-03-04 07:23:00,730 - mmseg - INFO - Iter [8500/160000] lr: 3.261e-05, eta: 1 day, 2:40:35, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6187, decode.acc_seg: 76.9897, aux.loss_ce: 0.3071, aux.acc_seg: 73.2704, loss: 0.9258 2024-03-04 07:23:31,517 - mmseg - INFO - Iter [8550/160000] lr: 3.260e-05, eta: 1 day, 2:39:47, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6124, decode.acc_seg: 77.4289, aux.loss_ce: 0.3072, aux.acc_seg: 72.9924, loss: 0.9196 2024-03-04 07:24:02,410 - mmseg - INFO - Iter [8600/160000] lr: 3.259e-05, eta: 1 day, 2:39:01, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6297, decode.acc_seg: 77.4106, aux.loss_ce: 0.3217, aux.acc_seg: 73.1426, loss: 0.9514 2024-03-04 07:24:33,443 - mmseg - INFO - Iter [8650/160000] lr: 3.258e-05, eta: 1 day, 2:38:18, time: 0.621, data_time: 0.012, memory: 7582, decode.loss_ce: 0.6549, decode.acc_seg: 76.1850, aux.loss_ce: 0.3288, aux.acc_seg: 72.1091, loss: 0.9838 2024-03-04 07:25:04,304 - mmseg - INFO - Iter [8700/160000] lr: 3.257e-05, eta: 1 day, 2:37:32, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.6411, decode.acc_seg: 77.0774, aux.loss_ce: 0.3279, aux.acc_seg: 72.4886, loss: 0.9690 2024-03-04 07:25:35,342 - mmseg - INFO - Iter [8750/160000] lr: 3.255e-05, eta: 1 day, 2:36:49, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6654, decode.acc_seg: 75.8760, aux.loss_ce: 0.3352, aux.acc_seg: 71.4283, loss: 1.0006 2024-03-04 07:26:06,115 - mmseg - INFO - Iter [8800/160000] lr: 3.254e-05, eta: 1 day, 2:36:02, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6201, decode.acc_seg: 76.9809, aux.loss_ce: 0.3117, aux.acc_seg: 73.0797, loss: 0.9318 2024-03-04 07:26:40,087 - mmseg - INFO - Iter [8850/160000] lr: 3.253e-05, eta: 1 day, 2:36:10, time: 0.679, data_time: 0.068, memory: 7582, decode.loss_ce: 0.6187, decode.acc_seg: 77.3605, aux.loss_ce: 0.3243, aux.acc_seg: 72.1545, loss: 0.9430 2024-03-04 07:27:10,787 - mmseg - INFO - Iter [8900/160000] lr: 3.252e-05, eta: 1 day, 2:35:22, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6100, decode.acc_seg: 77.3071, aux.loss_ce: 0.3174, aux.acc_seg: 72.6093, loss: 0.9273 2024-03-04 07:27:41,597 - mmseg - INFO - Iter [8950/160000] lr: 3.251e-05, eta: 1 day, 2:34:35, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5702, decode.acc_seg: 78.7146, aux.loss_ce: 0.3009, aux.acc_seg: 73.8271, loss: 0.8710 2024-03-04 07:28:12,485 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:28:12,486 - mmseg - INFO - Iter [9000/160000] lr: 3.250e-05, eta: 1 day, 2:33:51, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5529, decode.acc_seg: 78.7963, aux.loss_ce: 0.2805, aux.acc_seg: 74.8360, loss: 0.8334 2024-03-04 07:28:43,356 - mmseg - INFO - Iter [9050/160000] lr: 3.249e-05, eta: 1 day, 2:33:06, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5699, decode.acc_seg: 78.7683, aux.loss_ce: 0.3004, aux.acc_seg: 73.6081, loss: 0.8703 2024-03-04 07:29:14,346 - mmseg - INFO - Iter [9100/160000] lr: 3.248e-05, eta: 1 day, 2:32:23, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5831, decode.acc_seg: 78.5797, aux.loss_ce: 0.2952, aux.acc_seg: 74.4544, loss: 0.8783 2024-03-04 07:29:45,442 - mmseg - INFO - Iter [9150/160000] lr: 3.247e-05, eta: 1 day, 2:31:42, time: 0.622, data_time: 0.008, memory: 7582, decode.loss_ce: 0.6080, decode.acc_seg: 77.0113, aux.loss_ce: 0.3199, aux.acc_seg: 71.8404, loss: 0.9279 2024-03-04 07:30:16,191 - mmseg - INFO - Iter [9200/160000] lr: 3.246e-05, eta: 1 day, 2:30:55, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6271, decode.acc_seg: 76.7910, aux.loss_ce: 0.3319, aux.acc_seg: 71.6475, loss: 0.9590 2024-03-04 07:30:47,046 - mmseg - INFO - Iter [9250/160000] lr: 3.245e-05, eta: 1 day, 2:30:11, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6275, decode.acc_seg: 76.9891, aux.loss_ce: 0.3167, aux.acc_seg: 72.7071, loss: 0.9442 2024-03-04 07:31:17,743 - mmseg - INFO - Iter [9300/160000] lr: 3.244e-05, eta: 1 day, 2:29:24, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5496, decode.acc_seg: 79.3287, aux.loss_ce: 0.2863, aux.acc_seg: 74.7899, loss: 0.8359 2024-03-04 07:31:48,422 - mmseg - INFO - Iter [9350/160000] lr: 3.243e-05, eta: 1 day, 2:28:37, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5901, decode.acc_seg: 77.7155, aux.loss_ce: 0.3037, aux.acc_seg: 73.3750, loss: 0.8939 2024-03-04 07:32:19,164 - mmseg - INFO - Iter [9400/160000] lr: 3.241e-05, eta: 1 day, 2:27:50, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5810, decode.acc_seg: 78.1391, aux.loss_ce: 0.2995, aux.acc_seg: 73.9819, loss: 0.8805 2024-03-04 07:32:50,032 - mmseg - INFO - Iter [9450/160000] lr: 3.240e-05, eta: 1 day, 2:27:07, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6159, decode.acc_seg: 77.8320, aux.loss_ce: 0.3100, aux.acc_seg: 73.8450, loss: 0.9259 2024-03-04 07:33:20,865 - mmseg - INFO - Iter [9500/160000] lr: 3.239e-05, eta: 1 day, 2:26:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5995, decode.acc_seg: 77.6492, aux.loss_ce: 0.3085, aux.acc_seg: 73.2760, loss: 0.9080 2024-03-04 07:33:51,668 - mmseg - INFO - Iter [9550/160000] lr: 3.238e-05, eta: 1 day, 2:25:38, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5906, decode.acc_seg: 77.5295, aux.loss_ce: 0.3003, aux.acc_seg: 73.1695, loss: 0.8909 2024-03-04 07:34:22,739 - mmseg - INFO - Iter [9600/160000] lr: 3.237e-05, eta: 1 day, 2:24:58, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5765, decode.acc_seg: 78.1277, aux.loss_ce: 0.2928, aux.acc_seg: 74.0431, loss: 0.8693 2024-03-04 07:34:53,484 - mmseg - INFO - Iter [9650/160000] lr: 3.236e-05, eta: 1 day, 2:24:13, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5662, decode.acc_seg: 79.1938, aux.loss_ce: 0.2888, aux.acc_seg: 75.1785, loss: 0.8549 2024-03-04 07:35:24,162 - mmseg - INFO - Iter [9700/160000] lr: 3.235e-05, eta: 1 day, 2:23:27, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5859, decode.acc_seg: 78.3233, aux.loss_ce: 0.2950, aux.acc_seg: 74.0348, loss: 0.8809 2024-03-04 07:35:54,794 - mmseg - INFO - Iter [9750/160000] lr: 3.234e-05, eta: 1 day, 2:22:40, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5733, decode.acc_seg: 77.9818, aux.loss_ce: 0.2877, aux.acc_seg: 74.1436, loss: 0.8611 2024-03-04 07:36:25,502 - mmseg - INFO - Iter [9800/160000] lr: 3.233e-05, eta: 1 day, 2:21:55, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5955, decode.acc_seg: 77.9103, aux.loss_ce: 0.3034, aux.acc_seg: 73.7542, loss: 0.8988 2024-03-04 07:36:56,215 - mmseg - INFO - Iter [9850/160000] lr: 3.232e-05, eta: 1 day, 2:21:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5784, decode.acc_seg: 78.2823, aux.loss_ce: 0.2991, aux.acc_seg: 74.4891, loss: 0.8774 2024-03-04 07:37:27,167 - mmseg - INFO - Iter [9900/160000] lr: 3.231e-05, eta: 1 day, 2:20:28, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6561, decode.acc_seg: 75.9759, aux.loss_ce: 0.3288, aux.acc_seg: 71.6734, loss: 0.9849 2024-03-04 07:37:57,975 - mmseg - INFO - Iter [9950/160000] lr: 3.230e-05, eta: 1 day, 2:19:45, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.6445, decode.acc_seg: 76.4737, aux.loss_ce: 0.3224, aux.acc_seg: 71.8532, loss: 0.9669 2024-03-04 07:38:28,773 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:38:28,774 - mmseg - INFO - Iter [10000/160000] lr: 3.229e-05, eta: 1 day, 2:19:02, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5862, decode.acc_seg: 78.4132, aux.loss_ce: 0.3086, aux.acc_seg: 73.3906, loss: 0.8948 2024-03-04 07:38:59,647 - mmseg - INFO - Iter [10050/160000] lr: 3.227e-05, eta: 1 day, 2:18:20, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5630, decode.acc_seg: 78.7289, aux.loss_ce: 0.2878, aux.acc_seg: 74.4193, loss: 0.8508 2024-03-04 07:39:30,378 - mmseg - INFO - Iter [10100/160000] lr: 3.226e-05, eta: 1 day, 2:17:35, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5861, decode.acc_seg: 78.5392, aux.loss_ce: 0.2947, aux.acc_seg: 74.3017, loss: 0.8809 2024-03-04 07:40:04,062 - mmseg - INFO - Iter [10150/160000] lr: 3.225e-05, eta: 1 day, 2:17:35, time: 0.674, data_time: 0.062, memory: 7582, decode.loss_ce: 0.5546, decode.acc_seg: 78.8982, aux.loss_ce: 0.2919, aux.acc_seg: 74.1175, loss: 0.8465 2024-03-04 07:40:34,799 - mmseg - INFO - Iter [10200/160000] lr: 3.224e-05, eta: 1 day, 2:16:51, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5400, decode.acc_seg: 80.2079, aux.loss_ce: 0.2867, aux.acc_seg: 75.4619, loss: 0.8268 2024-03-04 07:41:05,755 - mmseg - INFO - Iter [10250/160000] lr: 3.223e-05, eta: 1 day, 2:16:10, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5440, decode.acc_seg: 79.3078, aux.loss_ce: 0.2840, aux.acc_seg: 74.5411, loss: 0.8281 2024-03-04 07:41:36,737 - mmseg - INFO - Iter [10300/160000] lr: 3.222e-05, eta: 1 day, 2:15:30, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5494, decode.acc_seg: 79.0799, aux.loss_ce: 0.2898, aux.acc_seg: 74.2593, loss: 0.8393 2024-03-04 07:42:07,478 - mmseg - INFO - Iter [10350/160000] lr: 3.221e-05, eta: 1 day, 2:14:46, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5421, decode.acc_seg: 79.5344, aux.loss_ce: 0.2804, aux.acc_seg: 74.7137, loss: 0.8225 2024-03-04 07:42:38,134 - mmseg - INFO - Iter [10400/160000] lr: 3.220e-05, eta: 1 day, 2:14:02, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5491, decode.acc_seg: 79.9049, aux.loss_ce: 0.2845, aux.acc_seg: 75.4492, loss: 0.8335 2024-03-04 07:43:08,979 - mmseg - INFO - Iter [10450/160000] lr: 3.219e-05, eta: 1 day, 2:13:20, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5469, decode.acc_seg: 79.1698, aux.loss_ce: 0.2820, aux.acc_seg: 74.7346, loss: 0.8289 2024-03-04 07:43:39,741 - mmseg - INFO - Iter [10500/160000] lr: 3.218e-05, eta: 1 day, 2:12:37, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5542, decode.acc_seg: 78.9855, aux.loss_ce: 0.2849, aux.acc_seg: 75.1758, loss: 0.8391 2024-03-04 07:44:10,483 - mmseg - INFO - Iter [10550/160000] lr: 3.217e-05, eta: 1 day, 2:11:54, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5632, decode.acc_seg: 78.7052, aux.loss_ce: 0.2933, aux.acc_seg: 74.2327, loss: 0.8566 2024-03-04 07:44:41,141 - mmseg - INFO - Iter [10600/160000] lr: 3.216e-05, eta: 1 day, 2:11:10, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5581, decode.acc_seg: 78.8716, aux.loss_ce: 0.2906, aux.acc_seg: 74.2799, loss: 0.8487 2024-03-04 07:45:11,781 - mmseg - INFO - Iter [10650/160000] lr: 3.215e-05, eta: 1 day, 2:10:25, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5848, decode.acc_seg: 78.8646, aux.loss_ce: 0.3008, aux.acc_seg: 74.2567, loss: 0.8857 2024-03-04 07:45:42,468 - mmseg - INFO - Iter [10700/160000] lr: 3.213e-05, eta: 1 day, 2:09:42, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5905, decode.acc_seg: 76.9873, aux.loss_ce: 0.3026, aux.acc_seg: 73.0347, loss: 0.8931 2024-03-04 07:46:13,245 - mmseg - INFO - Iter [10750/160000] lr: 3.212e-05, eta: 1 day, 2:09:00, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5570, decode.acc_seg: 79.2595, aux.loss_ce: 0.2894, aux.acc_seg: 74.8088, loss: 0.8465 2024-03-04 07:46:44,041 - mmseg - INFO - Iter [10800/160000] lr: 3.211e-05, eta: 1 day, 2:08:18, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5618, decode.acc_seg: 78.8415, aux.loss_ce: 0.3014, aux.acc_seg: 73.9021, loss: 0.8632 2024-03-04 07:47:14,980 - mmseg - INFO - Iter [10850/160000] lr: 3.210e-05, eta: 1 day, 2:07:38, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5896, decode.acc_seg: 78.1402, aux.loss_ce: 0.2968, aux.acc_seg: 74.1175, loss: 0.8864 2024-03-04 07:47:45,735 - mmseg - INFO - Iter [10900/160000] lr: 3.209e-05, eta: 1 day, 2:06:56, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5868, decode.acc_seg: 78.1835, aux.loss_ce: 0.3017, aux.acc_seg: 73.7304, loss: 0.8884 2024-03-04 07:48:16,658 - mmseg - INFO - Iter [10950/160000] lr: 3.208e-05, eta: 1 day, 2:06:16, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5785, decode.acc_seg: 78.1466, aux.loss_ce: 0.2948, aux.acc_seg: 73.6671, loss: 0.8733 2024-03-04 07:48:47,486 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:48:47,486 - mmseg - INFO - Iter [11000/160000] lr: 3.207e-05, eta: 1 day, 2:05:35, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5626, decode.acc_seg: 78.3219, aux.loss_ce: 0.2866, aux.acc_seg: 73.9359, loss: 0.8492 2024-03-04 07:49:18,410 - mmseg - INFO - Iter [11050/160000] lr: 3.206e-05, eta: 1 day, 2:04:56, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5914, decode.acc_seg: 77.9139, aux.loss_ce: 0.3048, aux.acc_seg: 73.2907, loss: 0.8962 2024-03-04 07:49:49,259 - mmseg - INFO - Iter [11100/160000] lr: 3.205e-05, eta: 1 day, 2:04:15, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5839, decode.acc_seg: 78.1214, aux.loss_ce: 0.3017, aux.acc_seg: 73.6905, loss: 0.8857 2024-03-04 07:50:20,263 - mmseg - INFO - Iter [11150/160000] lr: 3.204e-05, eta: 1 day, 2:03:37, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5841, decode.acc_seg: 77.4897, aux.loss_ce: 0.2923, aux.acc_seg: 73.4369, loss: 0.8763 2024-03-04 07:50:51,125 - mmseg - INFO - Iter [11200/160000] lr: 3.203e-05, eta: 1 day, 2:02:57, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6104, decode.acc_seg: 77.8170, aux.loss_ce: 0.3077, aux.acc_seg: 73.7534, loss: 0.9181 2024-03-04 07:51:21,883 - mmseg - INFO - Iter [11250/160000] lr: 3.202e-05, eta: 1 day, 2:02:15, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.6041, decode.acc_seg: 77.3002, aux.loss_ce: 0.3034, aux.acc_seg: 73.0981, loss: 0.9075 2024-03-04 07:51:52,608 - mmseg - INFO - Iter [11300/160000] lr: 3.201e-05, eta: 1 day, 2:01:33, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5864, decode.acc_seg: 77.7720, aux.loss_ce: 0.3026, aux.acc_seg: 73.2033, loss: 0.8891 2024-03-04 07:52:23,300 - mmseg - INFO - Iter [11350/160000] lr: 3.199e-05, eta: 1 day, 2:00:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5425, decode.acc_seg: 79.2798, aux.loss_ce: 0.2744, aux.acc_seg: 75.6400, loss: 0.8169 2024-03-04 07:52:56,968 - mmseg - INFO - Iter [11400/160000] lr: 3.198e-05, eta: 1 day, 2:00:48, time: 0.673, data_time: 0.058, memory: 7582, decode.loss_ce: 0.5421, decode.acc_seg: 79.2179, aux.loss_ce: 0.2842, aux.acc_seg: 74.8903, loss: 0.8263 2024-03-04 07:53:27,672 - mmseg - INFO - Iter [11450/160000] lr: 3.197e-05, eta: 1 day, 2:00:06, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5276, decode.acc_seg: 80.1080, aux.loss_ce: 0.2792, aux.acc_seg: 75.5489, loss: 0.8068 2024-03-04 07:53:58,495 - mmseg - INFO - Iter [11500/160000] lr: 3.196e-05, eta: 1 day, 1:59:26, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5146, decode.acc_seg: 80.9851, aux.loss_ce: 0.2748, aux.acc_seg: 75.3754, loss: 0.7894 2024-03-04 07:54:29,085 - mmseg - INFO - Iter [11550/160000] lr: 3.195e-05, eta: 1 day, 1:58:42, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5414, decode.acc_seg: 79.8565, aux.loss_ce: 0.2749, aux.acc_seg: 75.7144, loss: 0.8164 2024-03-04 07:54:59,640 - mmseg - INFO - Iter [11600/160000] lr: 3.194e-05, eta: 1 day, 1:57:59, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5431, decode.acc_seg: 79.8219, aux.loss_ce: 0.2823, aux.acc_seg: 75.6246, loss: 0.8254 2024-03-04 07:55:30,258 - mmseg - INFO - Iter [11650/160000] lr: 3.193e-05, eta: 1 day, 1:57:16, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5399, decode.acc_seg: 79.7339, aux.loss_ce: 0.2807, aux.acc_seg: 75.3777, loss: 0.8206 2024-03-04 07:56:01,009 - mmseg - INFO - Iter [11700/160000] lr: 3.192e-05, eta: 1 day, 1:56:35, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5881, decode.acc_seg: 77.7703, aux.loss_ce: 0.3042, aux.acc_seg: 72.8764, loss: 0.8923 2024-03-04 07:56:31,591 - mmseg - INFO - Iter [11750/160000] lr: 3.191e-05, eta: 1 day, 1:55:52, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5359, decode.acc_seg: 79.1832, aux.loss_ce: 0.2827, aux.acc_seg: 74.5446, loss: 0.8186 2024-03-04 07:57:02,302 - mmseg - INFO - Iter [11800/160000] lr: 3.190e-05, eta: 1 day, 1:55:11, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5571, decode.acc_seg: 78.9711, aux.loss_ce: 0.2920, aux.acc_seg: 74.4954, loss: 0.8491 2024-03-04 07:57:33,148 - mmseg - INFO - Iter [11850/160000] lr: 3.189e-05, eta: 1 day, 1:54:32, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5633, decode.acc_seg: 78.8760, aux.loss_ce: 0.2909, aux.acc_seg: 73.9430, loss: 0.8542 2024-03-04 07:58:03,720 - mmseg - INFO - Iter [11900/160000] lr: 3.188e-05, eta: 1 day, 1:53:49, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5706, decode.acc_seg: 78.7443, aux.loss_ce: 0.2963, aux.acc_seg: 74.2649, loss: 0.8669 2024-03-04 07:58:34,481 - mmseg - INFO - Iter [11950/160000] lr: 3.187e-05, eta: 1 day, 1:53:08, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5728, decode.acc_seg: 78.5615, aux.loss_ce: 0.2919, aux.acc_seg: 74.1494, loss: 0.8648 2024-03-04 07:59:05,388 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 07:59:05,388 - mmseg - INFO - Iter [12000/160000] lr: 3.185e-05, eta: 1 day, 1:52:30, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5307, decode.acc_seg: 79.6879, aux.loss_ce: 0.2741, aux.acc_seg: 75.7148, loss: 0.8048 2024-03-04 07:59:36,069 - mmseg - INFO - Iter [12050/160000] lr: 3.184e-05, eta: 1 day, 1:51:49, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5554, decode.acc_seg: 79.2966, aux.loss_ce: 0.2892, aux.acc_seg: 74.8321, loss: 0.8446 2024-03-04 08:00:06,992 - mmseg - INFO - Iter [12100/160000] lr: 3.183e-05, eta: 1 day, 1:51:11, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5492, decode.acc_seg: 79.4198, aux.loss_ce: 0.2851, aux.acc_seg: 74.7141, loss: 0.8343 2024-03-04 08:00:37,722 - mmseg - INFO - Iter [12150/160000] lr: 3.182e-05, eta: 1 day, 1:50:30, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5346, decode.acc_seg: 79.5513, aux.loss_ce: 0.2743, aux.acc_seg: 75.4417, loss: 0.8089 2024-03-04 08:01:08,350 - mmseg - INFO - Iter [12200/160000] lr: 3.181e-05, eta: 1 day, 1:49:49, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5243, decode.acc_seg: 80.2230, aux.loss_ce: 0.2728, aux.acc_seg: 75.8357, loss: 0.7971 2024-03-04 08:01:39,424 - mmseg - INFO - Iter [12250/160000] lr: 3.180e-05, eta: 1 day, 1:49:13, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5636, decode.acc_seg: 78.8266, aux.loss_ce: 0.2896, aux.acc_seg: 74.0891, loss: 0.8532 2024-03-04 08:02:10,329 - mmseg - INFO - Iter [12300/160000] lr: 3.179e-05, eta: 1 day, 1:48:35, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5762, decode.acc_seg: 77.9864, aux.loss_ce: 0.2973, aux.acc_seg: 73.3741, loss: 0.8734 2024-03-04 08:02:41,341 - mmseg - INFO - Iter [12350/160000] lr: 3.178e-05, eta: 1 day, 1:47:58, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5719, decode.acc_seg: 78.3052, aux.loss_ce: 0.2882, aux.acc_seg: 74.1726, loss: 0.8601 2024-03-04 08:03:11,945 - mmseg - INFO - Iter [12400/160000] lr: 3.177e-05, eta: 1 day, 1:47:16, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5755, decode.acc_seg: 78.8731, aux.loss_ce: 0.2938, aux.acc_seg: 74.2739, loss: 0.8693 2024-03-04 08:03:42,692 - mmseg - INFO - Iter [12450/160000] lr: 3.176e-05, eta: 1 day, 1:46:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5706, decode.acc_seg: 77.9136, aux.loss_ce: 0.2919, aux.acc_seg: 73.9627, loss: 0.8625 2024-03-04 08:04:13,493 - mmseg - INFO - Iter [12500/160000] lr: 3.175e-05, eta: 1 day, 1:45:57, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5641, decode.acc_seg: 78.2662, aux.loss_ce: 0.2886, aux.acc_seg: 73.8850, loss: 0.8528 2024-03-04 08:04:44,481 - mmseg - INFO - Iter [12550/160000] lr: 3.174e-05, eta: 1 day, 1:45:20, time: 0.619, data_time: 0.013, memory: 7582, decode.loss_ce: 0.5721, decode.acc_seg: 78.1312, aux.loss_ce: 0.2918, aux.acc_seg: 74.4510, loss: 0.8640 2024-03-04 08:05:15,503 - mmseg - INFO - Iter [12600/160000] lr: 3.173e-05, eta: 1 day, 1:44:44, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5536, decode.acc_seg: 79.0877, aux.loss_ce: 0.2842, aux.acc_seg: 74.6073, loss: 0.8378 2024-03-04 08:05:49,469 - mmseg - INFO - Iter [12650/160000] lr: 3.171e-05, eta: 1 day, 1:44:42, time: 0.679, data_time: 0.064, memory: 7582, decode.loss_ce: 0.5452, decode.acc_seg: 79.9783, aux.loss_ce: 0.2895, aux.acc_seg: 74.9778, loss: 0.8347 2024-03-04 08:06:20,018 - mmseg - INFO - Iter [12700/160000] lr: 3.170e-05, eta: 1 day, 1:44:00, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5073, decode.acc_seg: 80.9299, aux.loss_ce: 0.2678, aux.acc_seg: 76.1513, loss: 0.7751 2024-03-04 08:06:50,679 - mmseg - INFO - Iter [12750/160000] lr: 3.169e-05, eta: 1 day, 1:43:20, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5109, decode.acc_seg: 80.1733, aux.loss_ce: 0.2757, aux.acc_seg: 75.1384, loss: 0.7866 2024-03-04 08:07:21,346 - mmseg - INFO - Iter [12800/160000] lr: 3.168e-05, eta: 1 day, 1:42:39, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5178, decode.acc_seg: 80.2870, aux.loss_ce: 0.2698, aux.acc_seg: 75.8258, loss: 0.7876 2024-03-04 08:07:52,168 - mmseg - INFO - Iter [12850/160000] lr: 3.167e-05, eta: 1 day, 1:42:01, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5174, decode.acc_seg: 80.3395, aux.loss_ce: 0.2736, aux.acc_seg: 75.1603, loss: 0.7910 2024-03-04 08:08:22,867 - mmseg - INFO - Iter [12900/160000] lr: 3.166e-05, eta: 1 day, 1:41:21, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5259, decode.acc_seg: 79.9290, aux.loss_ce: 0.2797, aux.acc_seg: 74.5418, loss: 0.8055 2024-03-04 08:08:53,522 - mmseg - INFO - Iter [12950/160000] lr: 3.165e-05, eta: 1 day, 1:40:41, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5236, decode.acc_seg: 79.5843, aux.loss_ce: 0.2778, aux.acc_seg: 74.5777, loss: 0.8015 2024-03-04 08:09:24,284 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:09:24,284 - mmseg - INFO - Iter [13000/160000] lr: 3.164e-05, eta: 1 day, 1:40:02, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5469, decode.acc_seg: 79.4205, aux.loss_ce: 0.2826, aux.acc_seg: 75.0515, loss: 0.8295 2024-03-04 08:09:55,047 - mmseg - INFO - Iter [13050/160000] lr: 3.163e-05, eta: 1 day, 1:39:23, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5189, decode.acc_seg: 80.4117, aux.loss_ce: 0.2765, aux.acc_seg: 75.6369, loss: 0.7954 2024-03-04 08:10:25,868 - mmseg - INFO - Iter [13100/160000] lr: 3.162e-05, eta: 1 day, 1:38:45, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5279, decode.acc_seg: 79.9756, aux.loss_ce: 0.2715, aux.acc_seg: 75.9076, loss: 0.7994 2024-03-04 08:10:56,621 - mmseg - INFO - Iter [13150/160000] lr: 3.161e-05, eta: 1 day, 1:38:06, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5128, decode.acc_seg: 79.7925, aux.loss_ce: 0.2745, aux.acc_seg: 74.7478, loss: 0.7874 2024-03-04 08:11:27,308 - mmseg - INFO - Iter [13200/160000] lr: 3.160e-05, eta: 1 day, 1:37:26, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4999, decode.acc_seg: 80.2322, aux.loss_ce: 0.2618, aux.acc_seg: 75.4856, loss: 0.7616 2024-03-04 08:11:58,121 - mmseg - INFO - Iter [13250/160000] lr: 3.159e-05, eta: 1 day, 1:36:48, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5305, decode.acc_seg: 79.6654, aux.loss_ce: 0.2725, aux.acc_seg: 75.8045, loss: 0.8030 2024-03-04 08:12:28,862 - mmseg - INFO - Iter [13300/160000] lr: 3.157e-05, eta: 1 day, 1:36:09, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5443, decode.acc_seg: 79.3477, aux.loss_ce: 0.2868, aux.acc_seg: 74.0451, loss: 0.8311 2024-03-04 08:12:59,407 - mmseg - INFO - Iter [13350/160000] lr: 3.156e-05, eta: 1 day, 1:35:28, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5359, decode.acc_seg: 79.8718, aux.loss_ce: 0.2666, aux.acc_seg: 76.4443, loss: 0.8025 2024-03-04 08:13:29,966 - mmseg - INFO - Iter [13400/160000] lr: 3.155e-05, eta: 1 day, 1:34:47, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5517, decode.acc_seg: 79.1930, aux.loss_ce: 0.2852, aux.acc_seg: 74.3877, loss: 0.8369 2024-03-04 08:14:00,580 - mmseg - INFO - Iter [13450/160000] lr: 3.154e-05, eta: 1 day, 1:34:07, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5242, decode.acc_seg: 80.1840, aux.loss_ce: 0.2767, aux.acc_seg: 74.9610, loss: 0.8009 2024-03-04 08:14:31,119 - mmseg - INFO - Iter [13500/160000] lr: 3.153e-05, eta: 1 day, 1:33:26, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4937, decode.acc_seg: 81.5087, aux.loss_ce: 0.2598, aux.acc_seg: 77.0604, loss: 0.7536 2024-03-04 08:15:01,973 - mmseg - INFO - Iter [13550/160000] lr: 3.152e-05, eta: 1 day, 1:32:49, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5254, decode.acc_seg: 80.0983, aux.loss_ce: 0.2686, aux.acc_seg: 75.9024, loss: 0.7940 2024-03-04 08:15:32,868 - mmseg - INFO - Iter [13600/160000] lr: 3.151e-05, eta: 1 day, 1:32:12, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5491, decode.acc_seg: 78.7671, aux.loss_ce: 0.2786, aux.acc_seg: 74.9882, loss: 0.8277 2024-03-04 08:16:03,593 - mmseg - INFO - Iter [13650/160000] lr: 3.150e-05, eta: 1 day, 1:31:34, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5539, decode.acc_seg: 79.0849, aux.loss_ce: 0.2916, aux.acc_seg: 74.1533, loss: 0.8455 2024-03-04 08:16:34,310 - mmseg - INFO - Iter [13700/160000] lr: 3.149e-05, eta: 1 day, 1:30:55, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5424, decode.acc_seg: 79.5448, aux.loss_ce: 0.2744, aux.acc_seg: 75.5393, loss: 0.8168 2024-03-04 08:17:05,100 - mmseg - INFO - Iter [13750/160000] lr: 3.148e-05, eta: 1 day, 1:30:17, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5508, decode.acc_seg: 79.6921, aux.loss_ce: 0.2823, aux.acc_seg: 75.1996, loss: 0.8331 2024-03-04 08:17:35,884 - mmseg - INFO - Iter [13800/160000] lr: 3.147e-05, eta: 1 day, 1:29:39, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5228, decode.acc_seg: 79.9133, aux.loss_ce: 0.2705, aux.acc_seg: 75.5329, loss: 0.7933 2024-03-04 08:18:06,705 - mmseg - INFO - Iter [13850/160000] lr: 3.146e-05, eta: 1 day, 1:29:02, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5572, decode.acc_seg: 78.9433, aux.loss_ce: 0.2852, aux.acc_seg: 75.0797, loss: 0.8425 2024-03-04 08:18:40,461 - mmseg - INFO - Iter [13900/160000] lr: 3.145e-05, eta: 1 day, 1:28:56, time: 0.675, data_time: 0.055, memory: 7582, decode.loss_ce: 0.5316, decode.acc_seg: 80.0680, aux.loss_ce: 0.2784, aux.acc_seg: 75.6726, loss: 0.8100 2024-03-04 08:19:10,981 - mmseg - INFO - Iter [13950/160000] lr: 3.144e-05, eta: 1 day, 1:28:15, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5014, decode.acc_seg: 80.7657, aux.loss_ce: 0.2674, aux.acc_seg: 75.8545, loss: 0.7688 2024-03-04 08:19:41,735 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:19:41,735 - mmseg - INFO - Iter [14000/160000] lr: 3.142e-05, eta: 1 day, 1:27:37, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4900, decode.acc_seg: 81.1940, aux.loss_ce: 0.2652, aux.acc_seg: 76.4091, loss: 0.7552 2024-03-04 08:20:12,597 - mmseg - INFO - Iter [14050/160000] lr: 3.141e-05, eta: 1 day, 1:27:00, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.4906, decode.acc_seg: 81.1988, aux.loss_ce: 0.2576, aux.acc_seg: 76.6474, loss: 0.7481 2024-03-04 08:20:43,361 - mmseg - INFO - Iter [14100/160000] lr: 3.140e-05, eta: 1 day, 1:26:22, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5239, decode.acc_seg: 80.2208, aux.loss_ce: 0.2715, aux.acc_seg: 75.5429, loss: 0.7954 2024-03-04 08:21:14,203 - mmseg - INFO - Iter [14150/160000] lr: 3.139e-05, eta: 1 day, 1:25:45, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5761, decode.acc_seg: 77.7985, aux.loss_ce: 0.2937, aux.acc_seg: 73.4622, loss: 0.8698 2024-03-04 08:21:44,932 - mmseg - INFO - Iter [14200/160000] lr: 3.138e-05, eta: 1 day, 1:25:07, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4986, decode.acc_seg: 80.9817, aux.loss_ce: 0.2675, aux.acc_seg: 76.1838, loss: 0.7660 2024-03-04 08:22:15,517 - mmseg - INFO - Iter [14250/160000] lr: 3.137e-05, eta: 1 day, 1:24:28, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5050, decode.acc_seg: 80.3715, aux.loss_ce: 0.2656, aux.acc_seg: 75.5364, loss: 0.7706 2024-03-04 08:22:46,434 - mmseg - INFO - Iter [14300/160000] lr: 3.136e-05, eta: 1 day, 1:23:52, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5010, decode.acc_seg: 81.0356, aux.loss_ce: 0.2614, aux.acc_seg: 76.2644, loss: 0.7624 2024-03-04 08:23:17,427 - mmseg - INFO - Iter [14350/160000] lr: 3.135e-05, eta: 1 day, 1:23:16, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5369, decode.acc_seg: 79.7613, aux.loss_ce: 0.2827, aux.acc_seg: 75.1550, loss: 0.8197 2024-03-04 08:23:48,073 - mmseg - INFO - Iter [14400/160000] lr: 3.134e-05, eta: 1 day, 1:22:37, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4800, decode.acc_seg: 80.8251, aux.loss_ce: 0.2554, aux.acc_seg: 76.1815, loss: 0.7353 2024-03-04 08:24:18,650 - mmseg - INFO - Iter [14450/160000] lr: 3.133e-05, eta: 1 day, 1:21:58, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4886, decode.acc_seg: 81.0061, aux.loss_ce: 0.2545, aux.acc_seg: 76.6292, loss: 0.7431 2024-03-04 08:24:49,509 - mmseg - INFO - Iter [14500/160000] lr: 3.132e-05, eta: 1 day, 1:21:21, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5007, decode.acc_seg: 80.6714, aux.loss_ce: 0.2605, aux.acc_seg: 76.6001, loss: 0.7612 2024-03-04 08:25:20,350 - mmseg - INFO - Iter [14550/160000] lr: 3.131e-05, eta: 1 day, 1:20:45, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.4989, decode.acc_seg: 80.8183, aux.loss_ce: 0.2646, aux.acc_seg: 76.0657, loss: 0.7636 2024-03-04 08:25:51,205 - mmseg - INFO - Iter [14600/160000] lr: 3.130e-05, eta: 1 day, 1:20:09, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5049, decode.acc_seg: 81.0971, aux.loss_ce: 0.2629, aux.acc_seg: 76.4026, loss: 0.7679 2024-03-04 08:26:21,616 - mmseg - INFO - Iter [14650/160000] lr: 3.128e-05, eta: 1 day, 1:19:28, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5434, decode.acc_seg: 79.0047, aux.loss_ce: 0.2797, aux.acc_seg: 75.4371, loss: 0.8231 2024-03-04 08:26:52,381 - mmseg - INFO - Iter [14700/160000] lr: 3.127e-05, eta: 1 day, 1:18:50, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.5125, decode.acc_seg: 79.7943, aux.loss_ce: 0.2703, aux.acc_seg: 75.5321, loss: 0.7829 2024-03-04 08:27:23,117 - mmseg - INFO - Iter [14750/160000] lr: 3.126e-05, eta: 1 day, 1:18:13, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.4913, decode.acc_seg: 81.1018, aux.loss_ce: 0.2617, aux.acc_seg: 75.9566, loss: 0.7530 2024-03-04 08:27:53,795 - mmseg - INFO - Iter [14800/160000] lr: 3.125e-05, eta: 1 day, 1:17:35, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5186, decode.acc_seg: 79.7883, aux.loss_ce: 0.2713, aux.acc_seg: 75.6404, loss: 0.7899 2024-03-04 08:28:24,475 - mmseg - INFO - Iter [14850/160000] lr: 3.124e-05, eta: 1 day, 1:16:57, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5543, decode.acc_seg: 79.2514, aux.loss_ce: 0.2850, aux.acc_seg: 74.4561, loss: 0.8393 2024-03-04 08:28:55,272 - mmseg - INFO - Iter [14900/160000] lr: 3.123e-05, eta: 1 day, 1:16:20, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5092, decode.acc_seg: 80.5345, aux.loss_ce: 0.2641, aux.acc_seg: 76.3184, loss: 0.7733 2024-03-04 08:29:25,953 - mmseg - INFO - Iter [14950/160000] lr: 3.122e-05, eta: 1 day, 1:15:42, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5520, decode.acc_seg: 79.3679, aux.loss_ce: 0.2849, aux.acc_seg: 74.9643, loss: 0.8369 2024-03-04 08:29:56,783 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:29:56,784 - mmseg - INFO - Iter [15000/160000] lr: 3.121e-05, eta: 1 day, 1:15:06, time: 0.617, data_time: 0.014, memory: 7582, decode.loss_ce: 0.5166, decode.acc_seg: 80.1681, aux.loss_ce: 0.2674, aux.acc_seg: 75.9859, loss: 0.7840 2024-03-04 08:30:27,634 - mmseg - INFO - Iter [15050/160000] lr: 3.120e-05, eta: 1 day, 1:14:30, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5235, decode.acc_seg: 79.3963, aux.loss_ce: 0.2720, aux.acc_seg: 75.2601, loss: 0.7955 2024-03-04 08:30:58,356 - mmseg - INFO - Iter [15100/160000] lr: 3.119e-05, eta: 1 day, 1:13:52, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4887, decode.acc_seg: 81.5691, aux.loss_ce: 0.2606, aux.acc_seg: 76.8833, loss: 0.7493 2024-03-04 08:31:29,006 - mmseg - INFO - Iter [15150/160000] lr: 3.118e-05, eta: 1 day, 1:13:14, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5147, decode.acc_seg: 79.9400, aux.loss_ce: 0.2618, aux.acc_seg: 76.1167, loss: 0.7765 2024-03-04 08:32:02,931 - mmseg - INFO - Iter [15200/160000] lr: 3.117e-05, eta: 1 day, 1:13:08, time: 0.678, data_time: 0.065, memory: 7582, decode.loss_ce: 0.4669, decode.acc_seg: 81.8703, aux.loss_ce: 0.2505, aux.acc_seg: 77.2082, loss: 0.7174 2024-03-04 08:32:33,532 - mmseg - INFO - Iter [15250/160000] lr: 3.116e-05, eta: 1 day, 1:12:29, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4896, decode.acc_seg: 81.1583, aux.loss_ce: 0.2555, aux.acc_seg: 77.0014, loss: 0.7451 2024-03-04 08:33:04,237 - mmseg - INFO - Iter [15300/160000] lr: 3.114e-05, eta: 1 day, 1:11:52, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5008, decode.acc_seg: 80.3146, aux.loss_ce: 0.2657, aux.acc_seg: 75.9154, loss: 0.7665 2024-03-04 08:33:35,013 - mmseg - INFO - Iter [15350/160000] lr: 3.113e-05, eta: 1 day, 1:11:15, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4669, decode.acc_seg: 81.9330, aux.loss_ce: 0.2492, aux.acc_seg: 77.1354, loss: 0.7161 2024-03-04 08:34:05,796 - mmseg - INFO - Iter [15400/160000] lr: 3.112e-05, eta: 1 day, 1:10:39, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4724, decode.acc_seg: 82.6002, aux.loss_ce: 0.2472, aux.acc_seg: 77.9086, loss: 0.7196 2024-03-04 08:34:36,638 - mmseg - INFO - Iter [15450/160000] lr: 3.111e-05, eta: 1 day, 1:10:03, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4808, decode.acc_seg: 81.5296, aux.loss_ce: 0.2625, aux.acc_seg: 76.3708, loss: 0.7432 2024-03-04 08:35:07,239 - mmseg - INFO - Iter [15500/160000] lr: 3.110e-05, eta: 1 day, 1:09:24, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.5071, decode.acc_seg: 80.4368, aux.loss_ce: 0.2688, aux.acc_seg: 75.3772, loss: 0.7758 2024-03-04 08:35:38,202 - mmseg - INFO - Iter [15550/160000] lr: 3.109e-05, eta: 1 day, 1:08:49, time: 0.619, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4794, decode.acc_seg: 81.7886, aux.loss_ce: 0.2546, aux.acc_seg: 76.9823, loss: 0.7340 2024-03-04 08:36:08,906 - mmseg - INFO - Iter [15600/160000] lr: 3.108e-05, eta: 1 day, 1:08:12, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5060, decode.acc_seg: 81.2177, aux.loss_ce: 0.2653, aux.acc_seg: 76.4327, loss: 0.7712 2024-03-04 08:36:39,571 - mmseg - INFO - Iter [15650/160000] lr: 3.107e-05, eta: 1 day, 1:07:35, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5017, decode.acc_seg: 80.5702, aux.loss_ce: 0.2677, aux.acc_seg: 75.9591, loss: 0.7694 2024-03-04 08:37:10,338 - mmseg - INFO - Iter [15700/160000] lr: 3.106e-05, eta: 1 day, 1:06:58, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4962, decode.acc_seg: 80.4406, aux.loss_ce: 0.2639, aux.acc_seg: 75.9329, loss: 0.7601 2024-03-04 08:37:41,081 - mmseg - INFO - Iter [15750/160000] lr: 3.105e-05, eta: 1 day, 1:06:22, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4853, decode.acc_seg: 81.2913, aux.loss_ce: 0.2611, aux.acc_seg: 76.3611, loss: 0.7464 2024-03-04 08:38:11,857 - mmseg - INFO - Iter [15800/160000] lr: 3.104e-05, eta: 1 day, 1:05:45, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4937, decode.acc_seg: 80.5982, aux.loss_ce: 0.2585, aux.acc_seg: 76.3341, loss: 0.7522 2024-03-04 08:38:42,532 - mmseg - INFO - Iter [15850/160000] lr: 3.103e-05, eta: 1 day, 1:05:08, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.4865, decode.acc_seg: 81.1953, aux.loss_ce: 0.2521, aux.acc_seg: 76.6864, loss: 0.7386 2024-03-04 08:39:13,297 - mmseg - INFO - Iter [15900/160000] lr: 3.102e-05, eta: 1 day, 1:04:32, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5105, decode.acc_seg: 80.6645, aux.loss_ce: 0.2715, aux.acc_seg: 76.0507, loss: 0.7819 2024-03-04 08:39:44,073 - mmseg - INFO - Iter [15950/160000] lr: 3.100e-05, eta: 1 day, 1:03:55, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4670, decode.acc_seg: 82.1109, aux.loss_ce: 0.2451, aux.acc_seg: 77.8093, loss: 0.7121 2024-03-04 08:40:14,873 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:40:14,873 - mmseg - INFO - Iter [16000/160000] lr: 3.099e-05, eta: 1 day, 1:03:19, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.5126, decode.acc_seg: 79.8391, aux.loss_ce: 0.2635, aux.acc_seg: 75.5996, loss: 0.7762 2024-03-04 08:43:05,121 - mmseg - INFO - per class results: 2024-03-04 08:43:05,129 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 73.14 | 83.48 | | building | 79.03 | 89.74 | | sky | 93.52 | 97.58 | | floor | 79.61 | 89.65 | | tree | 71.72 | 89.14 | | ceiling | 80.86 | 87.96 | | road | 80.35 | 91.54 | | bed | 87.12 | 94.19 | | windowpane | 57.5 | 79.73 | | grass | 70.83 | 91.15 | | cabinet | 51.05 | 71.76 | | sidewalk | 56.73 | 67.56 | | person | 79.0 | 90.48 | | earth | 32.22 | 42.89 | | door | 31.85 | 38.59 | | table | 50.37 | 63.24 | | mountain | 59.15 | 71.02 | | plant | 44.23 | 51.86 | | curtain | 69.99 | 82.13 | | chair | 50.31 | 71.31 | | car | 82.49 | 91.63 | | water | 54.82 | 68.66 | | painting | 63.82 | 88.04 | | sofa | 59.73 | 79.03 | | shelf | 39.89 | 62.15 | | house | 38.26 | 50.33 | | sea | 58.71 | 81.57 | | mirror | 55.75 | 63.72 | | rug | 51.95 | 59.58 | | field | 32.64 | 51.35 | | armchair | 33.9 | 57.41 | | seat | 60.69 | 78.91 | | fence | 36.08 | 63.03 | | desk | 40.12 | 57.68 | | rock | 45.11 | 76.63 | | wardrobe | 38.7 | 74.65 | | lamp | 55.06 | 69.38 | | bathtub | 63.0 | 76.39 | | railing | 33.32 | 45.13 | | cushion | 47.58 | 59.57 | | base | 12.91 | 16.64 | | box | 19.05 | 25.54 | | column | 42.71 | 57.55 | | signboard | 35.49 | 50.06 | | chest of drawers | 40.61 | 74.84 | | counter | 28.92 | 33.21 | | sand | 28.49 | 39.24 | | sink | 58.52 | 65.58 | | skyscraper | 40.66 | 50.55 | | fireplace | 63.81 | 83.33 | | refrigerator | 51.3 | 79.15 | | grandstand | 42.55 | 66.68 | | path | 22.15 | 31.12 | | stairs | 17.79 | 24.18 | | runway | 70.02 | 95.31 | | case | 62.0 | 78.71 | | pool table | 91.34 | 95.88 | | pillow | 52.16 | 62.24 | | screen door | 49.1 | 58.28 | | stairway | 24.53 | 42.0 | | river | 25.89 | 40.09 | | bridge | 58.91 | 67.05 | | bookcase | 38.67 | 61.23 | | blind | 27.28 | 29.16 | | coffee table | 47.23 | 81.66 | | toilet | 79.55 | 87.94 | | flower | 25.0 | 41.33 | | book | 41.82 | 55.64 | | hill | 5.46 | 13.61 | | bench | 40.9 | 50.79 | | countertop | 40.45 | 67.77 | | stove | 62.86 | 75.93 | | palm | 50.58 | 73.49 | | kitchen island | 23.99 | 59.25 | | computer | 52.62 | 77.56 | | swivel chair | 45.06 | 61.3 | | boat | 62.84 | 73.71 | | bar | 23.82 | 30.36 | | arcade machine | 43.48 | 71.45 | | hovel | 29.87 | 57.3 | | bus | 79.72 | 93.48 | | towel | 54.02 | 61.85 | | light | 37.38 | 40.59 | | truck | 15.99 | 23.99 | | tower | 28.74 | 81.01 | | chandelier | 60.23 | 80.94 | | awning | 17.69 | 19.9 | | streetlight | 19.37 | 22.49 | | booth | 23.42 | 47.79 | | television receiver | 57.42 | 79.0 | | airplane | 46.71 | 66.85 | | dirt track | 1.84 | 4.16 | | apparel | 31.61 | 53.78 | | pole | 20.9 | 30.49 | | land | 2.06 | 2.82 | | bannister | 6.24 | 8.23 | | escalator | 30.43 | 34.76 | | ottoman | 35.4 | 56.74 | | bottle | 16.53 | 18.26 | | buffet | 42.14 | 52.07 | | poster | 5.11 | 5.81 | | stage | 7.11 | 10.4 | | van | 24.56 | 28.38 | | ship | 55.78 | 62.42 | | fountain | 23.45 | 24.63 | | conveyer belt | 49.99 | 68.74 | | canopy | 27.34 | 36.5 | | washer | 65.45 | 73.08 | | plaything | 17.88 | 31.27 | | swimming pool | 42.11 | 88.06 | | stool | 27.27 | 32.52 | | barrel | 7.73 | 80.46 | | basket | 22.18 | 28.92 | | waterfall | 54.15 | 74.74 | | tent | 79.72 | 98.93 | | bag | 3.66 | 3.75 | | minibike | 65.45 | 86.18 | | cradle | 69.56 | 98.39 | | oven | 33.86 | 56.83 | | ball | 38.68 | 61.04 | | food | 41.73 | 46.45 | | step | 1.31 | 1.34 | | tank | 32.72 | 34.24 | | trade name | 24.9 | 31.62 | | microwave | 59.38 | 71.12 | | pot | 34.06 | 40.68 | | animal | 63.62 | 71.42 | | bicycle | 53.17 | 72.52 | | lake | 0.0 | 0.0 | | dishwasher | 44.61 | 51.61 | | screen | 73.66 | 78.54 | | blanket | 3.89 | 4.23 | | sculpture | 45.36 | 55.67 | | hood | 45.2 | 48.26 | | sconce | 25.71 | 30.58 | | vase | 28.37 | 43.77 | | traffic light | 20.41 | 40.39 | | tray | 2.93 | 3.39 | | ashcan | 29.58 | 44.67 | | fan | 47.67 | 55.98 | | pier | 26.48 | 37.75 | | crt screen | 0.14 | 0.16 | | plate | 42.27 | 52.85 | | monitor | 37.52 | 72.04 | | bulletin board | 38.32 | 41.25 | | shower | 0.0 | 0.0 | | radiator | 55.01 | 68.57 | | glass | 1.0 | 1.0 | | clock | 26.02 | 29.68 | | flag | 27.85 | 29.24 | +---------------------+-------+-------+ 2024-03-04 08:43:05,130 - mmseg - INFO - Summary: 2024-03-04 08:43:05,130 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 79.96 | 41.68 | 55.31 | +-------+-------+-------+ 2024-03-04 08:43:05,140 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:43:05,141 - mmseg - INFO - Iter(val) [500] aAcc: 0.7996, mIoU: 0.4168, mAcc: 0.5531, IoU.wall: 0.7314, IoU.building: 0.7903, IoU.sky: 0.9352, IoU.floor: 0.7961, IoU.tree: 0.7172, IoU.ceiling: 0.8086, IoU.road: 0.8035, IoU.bed : 0.8712, IoU.windowpane: 0.5750, IoU.grass: 0.7083, IoU.cabinet: 0.5105, IoU.sidewalk: 0.5673, IoU.person: 0.7900, IoU.earth: 0.3222, IoU.door: 0.3185, IoU.table: 0.5037, IoU.mountain: 0.5915, IoU.plant: 0.4423, IoU.curtain: 0.6999, IoU.chair: 0.5031, IoU.car: 0.8249, IoU.water: 0.5482, IoU.painting: 0.6382, IoU.sofa: 0.5973, IoU.shelf: 0.3989, IoU.house: 0.3826, IoU.sea: 0.5871, IoU.mirror: 0.5575, IoU.rug: 0.5195, IoU.field: 0.3264, IoU.armchair: 0.3390, IoU.seat: 0.6069, IoU.fence: 0.3608, IoU.desk: 0.4012, IoU.rock: 0.4511, IoU.wardrobe: 0.3870, IoU.lamp: 0.5506, IoU.bathtub: 0.6300, IoU.railing: 0.3332, IoU.cushion: 0.4758, IoU.base: 0.1291, IoU.box: 0.1905, IoU.column: 0.4271, IoU.signboard: 0.3549, IoU.chest of drawers: 0.4061, IoU.counter: 0.2892, IoU.sand: 0.2849, IoU.sink: 0.5852, IoU.skyscraper: 0.4066, IoU.fireplace: 0.6381, IoU.refrigerator: 0.5130, IoU.grandstand: 0.4255, IoU.path: 0.2215, IoU.stairs: 0.1779, IoU.runway: 0.7002, IoU.case: 0.6200, IoU.pool table: 0.9134, IoU.pillow: 0.5216, IoU.screen door: 0.4910, IoU.stairway: 0.2453, IoU.river: 0.2589, IoU.bridge: 0.5891, IoU.bookcase: 0.3867, IoU.blind: 0.2728, IoU.coffee table: 0.4723, IoU.toilet: 0.7955, IoU.flower: 0.2500, IoU.book: 0.4182, IoU.hill: 0.0546, IoU.bench: 0.4090, IoU.countertop: 0.4045, IoU.stove: 0.6286, IoU.palm: 0.5058, IoU.kitchen island: 0.2399, IoU.computer: 0.5262, IoU.swivel chair: 0.4506, IoU.boat: 0.6284, IoU.bar: 0.2382, IoU.arcade machine: 0.4348, IoU.hovel: 0.2987, IoU.bus: 0.7972, IoU.towel: 0.5402, IoU.light: 0.3738, IoU.truck: 0.1599, IoU.tower: 0.2874, IoU.chandelier: 0.6023, IoU.awning: 0.1769, IoU.streetlight: 0.1937, IoU.booth: 0.2342, IoU.television receiver: 0.5742, IoU.airplane: 0.4671, IoU.dirt track: 0.0184, IoU.apparel: 0.3161, IoU.pole: 0.2090, IoU.land: 0.0206, IoU.bannister: 0.0624, IoU.escalator: 0.3043, IoU.ottoman: 0.3540, IoU.bottle: 0.1653, IoU.buffet: 0.4214, IoU.poster: 0.0511, IoU.stage: 0.0711, IoU.van: 0.2456, IoU.ship: 0.5578, IoU.fountain: 0.2345, IoU.conveyer belt: 0.4999, IoU.canopy: 0.2734, IoU.washer: 0.6545, IoU.plaything: 0.1788, IoU.swimming pool: 0.4211, IoU.stool: 0.2727, IoU.barrel: 0.0773, IoU.basket: 0.2218, IoU.waterfall: 0.5415, IoU.tent: 0.7972, IoU.bag: 0.0366, IoU.minibike: 0.6545, IoU.cradle: 0.6956, IoU.oven: 0.3386, IoU.ball: 0.3868, IoU.food: 0.4173, IoU.step: 0.0131, IoU.tank: 0.3272, IoU.trade name: 0.2490, IoU.microwave: 0.5938, IoU.pot: 0.3406, IoU.animal: 0.6362, IoU.bicycle: 0.5317, IoU.lake: 0.0000, IoU.dishwasher: 0.4461, IoU.screen: 0.7366, IoU.blanket: 0.0389, IoU.sculpture: 0.4536, IoU.hood: 0.4520, IoU.sconce: 0.2571, IoU.vase: 0.2837, IoU.traffic light: 0.2041, IoU.tray: 0.0293, IoU.ashcan: 0.2958, IoU.fan: 0.4767, IoU.pier: 0.2648, IoU.crt screen: 0.0014, IoU.plate: 0.4227, IoU.monitor: 0.3752, IoU.bulletin board: 0.3832, IoU.shower: 0.0000, IoU.radiator: 0.5501, IoU.glass: 0.0100, IoU.clock: 0.2602, IoU.flag: 0.2785, Acc.wall: 0.8348, Acc.building: 0.8974, Acc.sky: 0.9758, Acc.floor: 0.8965, Acc.tree: 0.8914, Acc.ceiling: 0.8796, Acc.road: 0.9154, Acc.bed : 0.9419, Acc.windowpane: 0.7973, Acc.grass: 0.9115, Acc.cabinet: 0.7176, Acc.sidewalk: 0.6756, Acc.person: 0.9048, Acc.earth: 0.4289, Acc.door: 0.3859, Acc.table: 0.6324, Acc.mountain: 0.7102, Acc.plant: 0.5186, Acc.curtain: 0.8213, Acc.chair: 0.7131, Acc.car: 0.9163, Acc.water: 0.6866, Acc.painting: 0.8804, Acc.sofa: 0.7903, Acc.shelf: 0.6215, Acc.house: 0.5033, Acc.sea: 0.8157, Acc.mirror: 0.6372, Acc.rug: 0.5958, Acc.field: 0.5135, Acc.armchair: 0.5741, Acc.seat: 0.7891, Acc.fence: 0.6303, Acc.desk: 0.5768, Acc.rock: 0.7663, Acc.wardrobe: 0.7465, Acc.lamp: 0.6938, Acc.bathtub: 0.7639, Acc.railing: 0.4513, Acc.cushion: 0.5957, Acc.base: 0.1664, Acc.box: 0.2554, Acc.column: 0.5755, Acc.signboard: 0.5006, Acc.chest of drawers: 0.7484, Acc.counter: 0.3321, Acc.sand: 0.3924, Acc.sink: 0.6558, Acc.skyscraper: 0.5055, Acc.fireplace: 0.8333, Acc.refrigerator: 0.7915, Acc.grandstand: 0.6668, Acc.path: 0.3112, Acc.stairs: 0.2418, Acc.runway: 0.9531, Acc.case: 0.7871, Acc.pool table: 0.9588, Acc.pillow: 0.6224, Acc.screen door: 0.5828, Acc.stairway: 0.4200, Acc.river: 0.4009, Acc.bridge: 0.6705, Acc.bookcase: 0.6123, Acc.blind: 0.2916, Acc.coffee table: 0.8166, Acc.toilet: 0.8794, Acc.flower: 0.4133, Acc.book: 0.5564, Acc.hill: 0.1361, Acc.bench: 0.5079, Acc.countertop: 0.6777, Acc.stove: 0.7593, Acc.palm: 0.7349, Acc.kitchen island: 0.5925, Acc.computer: 0.7756, Acc.swivel chair: 0.6130, Acc.boat: 0.7371, Acc.bar: 0.3036, Acc.arcade machine: 0.7145, Acc.hovel: 0.5730, Acc.bus: 0.9348, Acc.towel: 0.6185, Acc.light: 0.4059, Acc.truck: 0.2399, Acc.tower: 0.8101, Acc.chandelier: 0.8094, Acc.awning: 0.1990, Acc.streetlight: 0.2249, Acc.booth: 0.4779, Acc.television receiver: 0.7900, Acc.airplane: 0.6685, Acc.dirt track: 0.0416, Acc.apparel: 0.5378, Acc.pole: 0.3049, Acc.land: 0.0282, Acc.bannister: 0.0823, Acc.escalator: 0.3476, Acc.ottoman: 0.5674, Acc.bottle: 0.1826, Acc.buffet: 0.5207, Acc.poster: 0.0581, Acc.stage: 0.1040, Acc.van: 0.2838, Acc.ship: 0.6242, Acc.fountain: 0.2463, Acc.conveyer belt: 0.6874, Acc.canopy: 0.3650, Acc.washer: 0.7308, Acc.plaything: 0.3127, Acc.swimming pool: 0.8806, Acc.stool: 0.3252, Acc.barrel: 0.8046, Acc.basket: 0.2892, Acc.waterfall: 0.7474, Acc.tent: 0.9893, Acc.bag: 0.0375, Acc.minibike: 0.8618, Acc.cradle: 0.9839, Acc.oven: 0.5683, Acc.ball: 0.6104, Acc.food: 0.4645, Acc.step: 0.0134, Acc.tank: 0.3424, Acc.trade name: 0.3162, Acc.microwave: 0.7112, Acc.pot: 0.4068, Acc.animal: 0.7142, Acc.bicycle: 0.7252, Acc.lake: 0.0000, Acc.dishwasher: 0.5161, Acc.screen: 0.7854, Acc.blanket: 0.0423, Acc.sculpture: 0.5567, Acc.hood: 0.4826, Acc.sconce: 0.3058, Acc.vase: 0.4377, Acc.traffic light: 0.4039, Acc.tray: 0.0339, Acc.ashcan: 0.4467, Acc.fan: 0.5598, Acc.pier: 0.3775, Acc.crt screen: 0.0016, Acc.plate: 0.5285, Acc.monitor: 0.7204, Acc.bulletin board: 0.4125, Acc.shower: 0.0000, Acc.radiator: 0.6857, Acc.glass: 0.0100, Acc.clock: 0.2968, Acc.flag: 0.2924 2024-03-04 08:43:35,766 - mmseg - INFO - Iter [16050/160000] lr: 3.098e-05, eta: 1 day, 1:28:09, time: 4.018, data_time: 3.414, memory: 7582, decode.loss_ce: 0.5045, decode.acc_seg: 80.2876, aux.loss_ce: 0.2597, aux.acc_seg: 76.1772, loss: 0.7642 2024-03-04 08:44:06,507 - mmseg - INFO - Iter [16100/160000] lr: 3.097e-05, eta: 1 day, 1:27:27, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.5041, decode.acc_seg: 80.8609, aux.loss_ce: 0.2682, aux.acc_seg: 75.8135, loss: 0.7723 2024-03-04 08:44:37,174 - mmseg - INFO - Iter [16150/160000] lr: 3.096e-05, eta: 1 day, 1:26:45, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4704, decode.acc_seg: 81.8184, aux.loss_ce: 0.2525, aux.acc_seg: 77.5128, loss: 0.7229 2024-03-04 08:45:07,937 - mmseg - INFO - Iter [16200/160000] lr: 3.095e-05, eta: 1 day, 1:26:03, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.5144, decode.acc_seg: 80.3872, aux.loss_ce: 0.2702, aux.acc_seg: 75.8270, loss: 0.7846 2024-03-04 08:45:38,695 - mmseg - INFO - Iter [16250/160000] lr: 3.094e-05, eta: 1 day, 1:25:22, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4927, decode.acc_seg: 80.8958, aux.loss_ce: 0.2569, aux.acc_seg: 76.7491, loss: 0.7496 2024-03-04 08:46:09,345 - mmseg - INFO - Iter [16300/160000] lr: 3.093e-05, eta: 1 day, 1:24:40, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5073, decode.acc_seg: 80.4258, aux.loss_ce: 0.2656, aux.acc_seg: 75.8141, loss: 0.7729 2024-03-04 08:46:40,116 - mmseg - INFO - Iter [16350/160000] lr: 3.092e-05, eta: 1 day, 1:23:58, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4984, decode.acc_seg: 80.4565, aux.loss_ce: 0.2566, aux.acc_seg: 76.1978, loss: 0.7550 2024-03-04 08:47:10,959 - mmseg - INFO - Iter [16400/160000] lr: 3.091e-05, eta: 1 day, 1:23:18, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4846, decode.acc_seg: 81.1509, aux.loss_ce: 0.2548, aux.acc_seg: 76.9619, loss: 0.7394 2024-03-04 08:47:44,629 - mmseg - INFO - Iter [16450/160000] lr: 3.090e-05, eta: 1 day, 1:23:02, time: 0.673, data_time: 0.062, memory: 7582, decode.loss_ce: 0.4900, decode.acc_seg: 81.4315, aux.loss_ce: 0.2591, aux.acc_seg: 76.6588, loss: 0.7491 2024-03-04 08:48:15,435 - mmseg - INFO - Iter [16500/160000] lr: 3.089e-05, eta: 1 day, 1:22:21, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4712, decode.acc_seg: 82.2848, aux.loss_ce: 0.2611, aux.acc_seg: 76.6692, loss: 0.7323 2024-03-04 08:48:46,168 - mmseg - INFO - Iter [16550/160000] lr: 3.088e-05, eta: 1 day, 1:21:40, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4699, decode.acc_seg: 81.8947, aux.loss_ce: 0.2539, aux.acc_seg: 76.9012, loss: 0.7238 2024-03-04 08:49:16,804 - mmseg - INFO - Iter [16600/160000] lr: 3.086e-05, eta: 1 day, 1:20:58, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4848, decode.acc_seg: 81.3924, aux.loss_ce: 0.2569, aux.acc_seg: 76.7934, loss: 0.7417 2024-03-04 08:49:47,784 - mmseg - INFO - Iter [16650/160000] lr: 3.085e-05, eta: 1 day, 1:20:19, time: 0.620, data_time: 0.014, memory: 7582, decode.loss_ce: 0.4902, decode.acc_seg: 81.3327, aux.loss_ce: 0.2563, aux.acc_seg: 76.8637, loss: 0.7465 2024-03-04 08:50:18,745 - mmseg - INFO - Iter [16700/160000] lr: 3.084e-05, eta: 1 day, 1:19:40, time: 0.619, data_time: 0.015, memory: 7582, decode.loss_ce: 0.4706, decode.acc_seg: 81.0979, aux.loss_ce: 0.2514, aux.acc_seg: 76.2249, loss: 0.7220 2024-03-04 08:50:49,296 - mmseg - INFO - Iter [16750/160000] lr: 3.083e-05, eta: 1 day, 1:18:57, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4428, decode.acc_seg: 82.8505, aux.loss_ce: 0.2430, aux.acc_seg: 78.0772, loss: 0.6858 2024-03-04 08:51:20,068 - mmseg - INFO - Iter [16800/160000] lr: 3.082e-05, eta: 1 day, 1:18:17, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4773, decode.acc_seg: 81.4393, aux.loss_ce: 0.2602, aux.acc_seg: 76.1658, loss: 0.7376 2024-03-04 08:51:50,754 - mmseg - INFO - Iter [16850/160000] lr: 3.081e-05, eta: 1 day, 1:17:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4729, decode.acc_seg: 82.0651, aux.loss_ce: 0.2506, aux.acc_seg: 76.9270, loss: 0.7235 2024-03-04 08:52:21,561 - mmseg - INFO - Iter [16900/160000] lr: 3.080e-05, eta: 1 day, 1:16:55, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4716, decode.acc_seg: 82.1339, aux.loss_ce: 0.2496, aux.acc_seg: 77.5087, loss: 0.7212 2024-03-04 08:52:52,179 - mmseg - INFO - Iter [16950/160000] lr: 3.079e-05, eta: 1 day, 1:16:13, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4656, decode.acc_seg: 81.9270, aux.loss_ce: 0.2531, aux.acc_seg: 76.9279, loss: 0.7187 2024-03-04 08:53:23,054 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 08:53:23,054 - mmseg - INFO - Iter [17000/160000] lr: 3.078e-05, eta: 1 day, 1:15:34, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.5083, decode.acc_seg: 80.5723, aux.loss_ce: 0.2603, aux.acc_seg: 76.4779, loss: 0.7686 2024-03-04 08:53:53,536 - mmseg - INFO - Iter [17050/160000] lr: 3.077e-05, eta: 1 day, 1:14:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4335, decode.acc_seg: 83.1252, aux.loss_ce: 0.2333, aux.acc_seg: 78.6614, loss: 0.6668 2024-03-04 08:54:24,319 - mmseg - INFO - Iter [17100/160000] lr: 3.076e-05, eta: 1 day, 1:14:11, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4833, decode.acc_seg: 81.3698, aux.loss_ce: 0.2548, aux.acc_seg: 77.0699, loss: 0.7381 2024-03-04 08:54:54,974 - mmseg - INFO - Iter [17150/160000] lr: 3.075e-05, eta: 1 day, 1:13:29, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4885, decode.acc_seg: 81.5092, aux.loss_ce: 0.2541, aux.acc_seg: 77.4658, loss: 0.7426 2024-03-04 08:55:25,862 - mmseg - INFO - Iter [17200/160000] lr: 3.074e-05, eta: 1 day, 1:12:50, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4908, decode.acc_seg: 81.3987, aux.loss_ce: 0.2565, aux.acc_seg: 77.3729, loss: 0.7473 2024-03-04 08:55:56,489 - mmseg - INFO - Iter [17250/160000] lr: 3.072e-05, eta: 1 day, 1:12:09, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4792, decode.acc_seg: 81.7956, aux.loss_ce: 0.2573, aux.acc_seg: 76.8061, loss: 0.7365 2024-03-04 08:56:27,248 - mmseg - INFO - Iter [17300/160000] lr: 3.071e-05, eta: 1 day, 1:11:29, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4993, decode.acc_seg: 80.8546, aux.loss_ce: 0.2598, aux.acc_seg: 76.5067, loss: 0.7591 2024-03-04 08:56:57,897 - mmseg - INFO - Iter [17350/160000] lr: 3.070e-05, eta: 1 day, 1:10:48, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4739, decode.acc_seg: 81.0333, aux.loss_ce: 0.2494, aux.acc_seg: 76.7062, loss: 0.7233 2024-03-04 08:57:28,804 - mmseg - INFO - Iter [17400/160000] lr: 3.069e-05, eta: 1 day, 1:10:09, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4906, decode.acc_seg: 81.3098, aux.loss_ce: 0.2577, aux.acc_seg: 77.0844, loss: 0.7483 2024-03-04 08:57:59,386 - mmseg - INFO - Iter [17450/160000] lr: 3.068e-05, eta: 1 day, 1:09:27, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4862, decode.acc_seg: 81.4218, aux.loss_ce: 0.2591, aux.acc_seg: 76.5303, loss: 0.7453 2024-03-04 08:58:30,144 - mmseg - INFO - Iter [17500/160000] lr: 3.067e-05, eta: 1 day, 1:08:47, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4916, decode.acc_seg: 80.9014, aux.loss_ce: 0.2594, aux.acc_seg: 76.4132, loss: 0.7510 2024-03-04 08:59:01,074 - mmseg - INFO - Iter [17550/160000] lr: 3.066e-05, eta: 1 day, 1:08:09, time: 0.619, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4746, decode.acc_seg: 81.3889, aux.loss_ce: 0.2493, aux.acc_seg: 77.1944, loss: 0.7238 2024-03-04 08:59:31,949 - mmseg - INFO - Iter [17600/160000] lr: 3.065e-05, eta: 1 day, 1:07:30, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4731, decode.acc_seg: 81.9412, aux.loss_ce: 0.2524, aux.acc_seg: 76.9125, loss: 0.7254 2024-03-04 09:00:02,702 - mmseg - INFO - Iter [17650/160000] lr: 3.064e-05, eta: 1 day, 1:06:50, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.5060, decode.acc_seg: 80.3542, aux.loss_ce: 0.2564, aux.acc_seg: 76.5596, loss: 0.7624 2024-03-04 09:00:36,304 - mmseg - INFO - Iter [17700/160000] lr: 3.063e-05, eta: 1 day, 1:06:33, time: 0.672, data_time: 0.060, memory: 7582, decode.loss_ce: 0.4691, decode.acc_seg: 81.7651, aux.loss_ce: 0.2490, aux.acc_seg: 77.1339, loss: 0.7181 2024-03-04 09:01:07,151 - mmseg - INFO - Iter [17750/160000] lr: 3.062e-05, eta: 1 day, 1:05:54, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4356, decode.acc_seg: 83.0167, aux.loss_ce: 0.2328, aux.acc_seg: 78.2910, loss: 0.6684 2024-03-04 09:01:37,859 - mmseg - INFO - Iter [17800/160000] lr: 3.061e-05, eta: 1 day, 1:05:14, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4427, decode.acc_seg: 83.1554, aux.loss_ce: 0.2390, aux.acc_seg: 78.5045, loss: 0.6817 2024-03-04 09:02:08,405 - mmseg - INFO - Iter [17850/160000] lr: 3.060e-05, eta: 1 day, 1:04:32, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4714, decode.acc_seg: 82.2031, aux.loss_ce: 0.2529, aux.acc_seg: 77.0798, loss: 0.7243 2024-03-04 09:02:39,156 - mmseg - INFO - Iter [17900/160000] lr: 3.058e-05, eta: 1 day, 1:03:53, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4533, decode.acc_seg: 82.4126, aux.loss_ce: 0.2403, aux.acc_seg: 78.0743, loss: 0.6936 2024-03-04 09:03:09,863 - mmseg - INFO - Iter [17950/160000] lr: 3.057e-05, eta: 1 day, 1:03:13, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.4553, decode.acc_seg: 82.0787, aux.loss_ce: 0.2477, aux.acc_seg: 77.2395, loss: 0.7030 2024-03-04 09:03:40,543 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:03:40,544 - mmseg - INFO - Iter [18000/160000] lr: 3.056e-05, eta: 1 day, 1:02:32, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4651, decode.acc_seg: 82.3375, aux.loss_ce: 0.2556, aux.acc_seg: 76.8260, loss: 0.7207 2024-03-04 09:04:11,331 - mmseg - INFO - Iter [18050/160000] lr: 3.055e-05, eta: 1 day, 1:01:53, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4465, decode.acc_seg: 82.9600, aux.loss_ce: 0.2441, aux.acc_seg: 77.8066, loss: 0.6906 2024-03-04 09:04:42,077 - mmseg - INFO - Iter [18100/160000] lr: 3.054e-05, eta: 1 day, 1:01:14, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4278, decode.acc_seg: 83.2146, aux.loss_ce: 0.2264, aux.acc_seg: 79.0563, loss: 0.6542 2024-03-04 09:05:12,715 - mmseg - INFO - Iter [18150/160000] lr: 3.053e-05, eta: 1 day, 1:00:33, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4531, decode.acc_seg: 82.6171, aux.loss_ce: 0.2499, aux.acc_seg: 77.4102, loss: 0.7030 2024-03-04 09:05:43,362 - mmseg - INFO - Iter [18200/160000] lr: 3.052e-05, eta: 1 day, 0:59:53, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4664, decode.acc_seg: 81.8490, aux.loss_ce: 0.2540, aux.acc_seg: 76.9089, loss: 0.7204 2024-03-04 09:06:14,059 - mmseg - INFO - Iter [18250/160000] lr: 3.051e-05, eta: 1 day, 0:59:13, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4647, decode.acc_seg: 82.4782, aux.loss_ce: 0.2479, aux.acc_seg: 77.7923, loss: 0.7126 2024-03-04 09:06:44,766 - mmseg - INFO - Iter [18300/160000] lr: 3.050e-05, eta: 1 day, 0:58:34, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4665, decode.acc_seg: 82.0970, aux.loss_ce: 0.2426, aux.acc_seg: 77.8765, loss: 0.7091 2024-03-04 09:07:15,398 - mmseg - INFO - Iter [18350/160000] lr: 3.049e-05, eta: 1 day, 0:57:53, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4652, decode.acc_seg: 82.2378, aux.loss_ce: 0.2465, aux.acc_seg: 77.6403, loss: 0.7117 2024-03-04 09:07:45,971 - mmseg - INFO - Iter [18400/160000] lr: 3.048e-05, eta: 1 day, 0:57:13, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4695, decode.acc_seg: 81.9550, aux.loss_ce: 0.2497, aux.acc_seg: 77.7984, loss: 0.7192 2024-03-04 09:08:16,862 - mmseg - INFO - Iter [18450/160000] lr: 3.047e-05, eta: 1 day, 0:56:35, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4661, decode.acc_seg: 82.3515, aux.loss_ce: 0.2452, aux.acc_seg: 78.0140, loss: 0.7113 2024-03-04 09:08:47,844 - mmseg - INFO - Iter [18500/160000] lr: 3.046e-05, eta: 1 day, 0:55:57, time: 0.620, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4637, decode.acc_seg: 81.7315, aux.loss_ce: 0.2459, aux.acc_seg: 77.3072, loss: 0.7095 2024-03-04 09:09:18,834 - mmseg - INFO - Iter [18550/160000] lr: 3.045e-05, eta: 1 day, 0:55:20, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4718, decode.acc_seg: 82.0778, aux.loss_ce: 0.2533, aux.acc_seg: 77.3273, loss: 0.7251 2024-03-04 09:09:49,736 - mmseg - INFO - Iter [18600/160000] lr: 3.043e-05, eta: 1 day, 0:54:42, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4544, decode.acc_seg: 82.0673, aux.loss_ce: 0.2392, aux.acc_seg: 77.4812, loss: 0.6936 2024-03-04 09:10:20,588 - mmseg - INFO - Iter [18650/160000] lr: 3.042e-05, eta: 1 day, 0:54:04, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4573, decode.acc_seg: 82.1044, aux.loss_ce: 0.2436, aux.acc_seg: 77.7943, loss: 0.7008 2024-03-04 09:10:51,591 - mmseg - INFO - Iter [18700/160000] lr: 3.041e-05, eta: 1 day, 0:53:27, time: 0.620, data_time: 0.014, memory: 7582, decode.loss_ce: 0.4768, decode.acc_seg: 81.1976, aux.loss_ce: 0.2520, aux.acc_seg: 76.7041, loss: 0.7288 2024-03-04 09:11:22,053 - mmseg - INFO - Iter [18750/160000] lr: 3.040e-05, eta: 1 day, 0:52:46, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4608, decode.acc_seg: 81.6420, aux.loss_ce: 0.2393, aux.acc_seg: 77.4784, loss: 0.7001 2024-03-04 09:11:52,740 - mmseg - INFO - Iter [18800/160000] lr: 3.039e-05, eta: 1 day, 0:52:07, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4960, decode.acc_seg: 81.0035, aux.loss_ce: 0.2692, aux.acc_seg: 76.2152, loss: 0.7651 2024-03-04 09:12:24,107 - mmseg - INFO - Iter [18850/160000] lr: 3.038e-05, eta: 1 day, 0:51:32, time: 0.627, data_time: 0.019, memory: 7582, decode.loss_ce: 0.4754, decode.acc_seg: 81.8618, aux.loss_ce: 0.2522, aux.acc_seg: 76.9183, loss: 0.7277 2024-03-04 09:12:55,006 - mmseg - INFO - Iter [18900/160000] lr: 3.037e-05, eta: 1 day, 0:50:55, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4886, decode.acc_seg: 81.3579, aux.loss_ce: 0.2576, aux.acc_seg: 76.9931, loss: 0.7461 2024-03-04 09:13:28,808 - mmseg - INFO - Iter [18950/160000] lr: 3.036e-05, eta: 1 day, 0:50:39, time: 0.676, data_time: 0.059, memory: 7582, decode.loss_ce: 0.4769, decode.acc_seg: 81.7057, aux.loss_ce: 0.2609, aux.acc_seg: 76.9370, loss: 0.7379 2024-03-04 09:13:59,497 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:13:59,497 - mmseg - INFO - Iter [19000/160000] lr: 3.035e-05, eta: 1 day, 0:49:59, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4359, decode.acc_seg: 82.7378, aux.loss_ce: 0.2367, aux.acc_seg: 78.2294, loss: 0.6726 2024-03-04 09:14:30,048 - mmseg - INFO - Iter [19050/160000] lr: 3.034e-05, eta: 1 day, 0:49:19, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4436, decode.acc_seg: 82.5025, aux.loss_ce: 0.2463, aux.acc_seg: 77.2617, loss: 0.6898 2024-03-04 09:15:00,546 - mmseg - INFO - Iter [19100/160000] lr: 3.033e-05, eta: 1 day, 0:48:39, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4312, decode.acc_seg: 83.1815, aux.loss_ce: 0.2369, aux.acc_seg: 78.6546, loss: 0.6681 2024-03-04 09:15:31,068 - mmseg - INFO - Iter [19150/160000] lr: 3.032e-05, eta: 1 day, 0:47:58, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4634, decode.acc_seg: 82.2322, aux.loss_ce: 0.2495, aux.acc_seg: 77.5355, loss: 0.7129 2024-03-04 09:16:01,656 - mmseg - INFO - Iter [19200/160000] lr: 3.031e-05, eta: 1 day, 0:47:18, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4652, decode.acc_seg: 81.7713, aux.loss_ce: 0.2538, aux.acc_seg: 77.1877, loss: 0.7190 2024-03-04 09:16:32,545 - mmseg - INFO - Iter [19250/160000] lr: 3.029e-05, eta: 1 day, 0:46:41, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4531, decode.acc_seg: 82.4318, aux.loss_ce: 0.2507, aux.acc_seg: 77.1496, loss: 0.7038 2024-03-04 09:17:03,357 - mmseg - INFO - Iter [19300/160000] lr: 3.028e-05, eta: 1 day, 0:46:03, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4685, decode.acc_seg: 82.4925, aux.loss_ce: 0.2547, aux.acc_seg: 77.3521, loss: 0.7232 2024-03-04 09:17:34,132 - mmseg - INFO - Iter [19350/160000] lr: 3.027e-05, eta: 1 day, 0:45:24, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4479, decode.acc_seg: 82.3662, aux.loss_ce: 0.2379, aux.acc_seg: 77.9240, loss: 0.6858 2024-03-04 09:18:04,916 - mmseg - INFO - Iter [19400/160000] lr: 3.026e-05, eta: 1 day, 0:44:46, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4327, decode.acc_seg: 83.4865, aux.loss_ce: 0.2398, aux.acc_seg: 78.7293, loss: 0.6724 2024-03-04 09:18:35,572 - mmseg - INFO - Iter [19450/160000] lr: 3.025e-05, eta: 1 day, 0:44:07, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4552, decode.acc_seg: 82.4643, aux.loss_ce: 0.2515, aux.acc_seg: 77.3379, loss: 0.7067 2024-03-04 09:19:06,618 - mmseg - INFO - Iter [19500/160000] lr: 3.024e-05, eta: 1 day, 0:43:31, time: 0.621, data_time: 0.018, memory: 7582, decode.loss_ce: 0.4519, decode.acc_seg: 82.7464, aux.loss_ce: 0.2449, aux.acc_seg: 78.2400, loss: 0.6968 2024-03-04 09:19:38,234 - mmseg - INFO - Iter [19550/160000] lr: 3.023e-05, eta: 1 day, 0:42:59, time: 0.632, data_time: 0.026, memory: 7582, decode.loss_ce: 0.4692, decode.acc_seg: 82.1742, aux.loss_ce: 0.2517, aux.acc_seg: 77.5678, loss: 0.7209 2024-03-04 09:20:09,789 - mmseg - INFO - Iter [19600/160000] lr: 3.022e-05, eta: 1 day, 0:42:26, time: 0.631, data_time: 0.026, memory: 7582, decode.loss_ce: 0.4495, decode.acc_seg: 82.4354, aux.loss_ce: 0.2452, aux.acc_seg: 77.1052, loss: 0.6947 2024-03-04 09:20:41,661 - mmseg - INFO - Iter [19650/160000] lr: 3.021e-05, eta: 1 day, 0:41:56, time: 0.637, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4786, decode.acc_seg: 81.3903, aux.loss_ce: 0.2524, aux.acc_seg: 76.8444, loss: 0.7309 2024-03-04 09:21:13,422 - mmseg - INFO - Iter [19700/160000] lr: 3.020e-05, eta: 1 day, 0:41:25, time: 0.635, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4549, decode.acc_seg: 82.5171, aux.loss_ce: 0.2395, aux.acc_seg: 78.0438, loss: 0.6943 2024-03-04 09:21:45,148 - mmseg - INFO - Iter [19750/160000] lr: 3.019e-05, eta: 1 day, 0:40:54, time: 0.635, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4137, decode.acc_seg: 83.8274, aux.loss_ce: 0.2327, aux.acc_seg: 78.6512, loss: 0.6465 2024-03-04 09:22:17,058 - mmseg - INFO - Iter [19800/160000] lr: 3.018e-05, eta: 1 day, 0:40:24, time: 0.638, data_time: 0.033, memory: 7582, decode.loss_ce: 0.4761, decode.acc_seg: 81.6466, aux.loss_ce: 0.2445, aux.acc_seg: 77.9354, loss: 0.7205 2024-03-04 09:22:48,974 - mmseg - INFO - Iter [19850/160000] lr: 3.017e-05, eta: 1 day, 0:39:54, time: 0.638, data_time: 0.036, memory: 7582, decode.loss_ce: 0.4583, decode.acc_seg: 82.1844, aux.loss_ce: 0.2449, aux.acc_seg: 77.3378, loss: 0.7031 2024-03-04 09:23:20,435 - mmseg - INFO - Iter [19900/160000] lr: 3.015e-05, eta: 1 day, 0:39:20, time: 0.629, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4545, decode.acc_seg: 82.3472, aux.loss_ce: 0.2414, aux.acc_seg: 77.7550, loss: 0.6958 2024-03-04 09:23:52,463 - mmseg - INFO - Iter [19950/160000] lr: 3.014e-05, eta: 1 day, 0:38:51, time: 0.641, data_time: 0.037, memory: 7582, decode.loss_ce: 0.4516, decode.acc_seg: 82.6694, aux.loss_ce: 0.2458, aux.acc_seg: 77.9328, loss: 0.6974 2024-03-04 09:24:25,103 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:24:25,104 - mmseg - INFO - Iter [20000/160000] lr: 3.013e-05, eta: 1 day, 0:38:26, time: 0.653, data_time: 0.051, memory: 7582, decode.loss_ce: 0.4794, decode.acc_seg: 81.4362, aux.loss_ce: 0.2540, aux.acc_seg: 76.9727, loss: 0.7334 2024-03-04 09:24:59,321 - mmseg - INFO - Iter [20050/160000] lr: 3.012e-05, eta: 1 day, 0:38:12, time: 0.684, data_time: 0.083, memory: 7582, decode.loss_ce: 0.4458, decode.acc_seg: 82.3715, aux.loss_ce: 0.2313, aux.acc_seg: 78.2659, loss: 0.6771 2024-03-04 09:25:30,938 - mmseg - INFO - Iter [20100/160000] lr: 3.011e-05, eta: 1 day, 0:37:40, time: 0.632, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4894, decode.acc_seg: 81.6700, aux.loss_ce: 0.2532, aux.acc_seg: 77.3033, loss: 0.7426 2024-03-04 09:26:05,526 - mmseg - INFO - Iter [20150/160000] lr: 3.010e-05, eta: 1 day, 0:37:28, time: 0.692, data_time: 0.091, memory: 7582, decode.loss_ce: 0.4717, decode.acc_seg: 81.5588, aux.loss_ce: 0.2461, aux.acc_seg: 77.4436, loss: 0.7178 2024-03-04 09:26:39,122 - mmseg - INFO - Iter [20200/160000] lr: 3.009e-05, eta: 1 day, 0:37:10, time: 0.672, data_time: 0.067, memory: 7582, decode.loss_ce: 0.4634, decode.acc_seg: 81.8134, aux.loss_ce: 0.2494, aux.acc_seg: 77.3597, loss: 0.7128 2024-03-04 09:27:16,825 - mmseg - INFO - Iter [20250/160000] lr: 3.008e-05, eta: 1 day, 0:37:20, time: 0.754, data_time: 0.149, memory: 7582, decode.loss_ce: 0.4540, decode.acc_seg: 82.5107, aux.loss_ce: 0.2465, aux.acc_seg: 77.2352, loss: 0.7005 2024-03-04 09:27:50,070 - mmseg - INFO - Iter [20300/160000] lr: 3.007e-05, eta: 1 day, 0:36:58, time: 0.665, data_time: 0.066, memory: 7582, decode.loss_ce: 0.4556, decode.acc_seg: 82.1995, aux.loss_ce: 0.2439, aux.acc_seg: 77.4571, loss: 0.6995 2024-03-04 09:28:22,744 - mmseg - INFO - Iter [20350/160000] lr: 3.006e-05, eta: 1 day, 0:36:33, time: 0.653, data_time: 0.045, memory: 7582, decode.loss_ce: 0.4474, decode.acc_seg: 83.1144, aux.loss_ce: 0.2470, aux.acc_seg: 77.7145, loss: 0.6944 2024-03-04 09:28:54,918 - mmseg - INFO - Iter [20400/160000] lr: 3.005e-05, eta: 1 day, 0:36:05, time: 0.643, data_time: 0.039, memory: 7582, decode.loss_ce: 0.4334, decode.acc_seg: 82.3523, aux.loss_ce: 0.2315, aux.acc_seg: 78.2920, loss: 0.6648 2024-03-04 09:29:29,047 - mmseg - INFO - Iter [20450/160000] lr: 3.004e-05, eta: 1 day, 0:35:49, time: 0.683, data_time: 0.081, memory: 7582, decode.loss_ce: 0.4378, decode.acc_seg: 82.2297, aux.loss_ce: 0.2351, aux.acc_seg: 77.9523, loss: 0.6729 2024-03-04 09:30:01,211 - mmseg - INFO - Iter [20500/160000] lr: 3.003e-05, eta: 1 day, 0:35:21, time: 0.643, data_time: 0.037, memory: 7582, decode.loss_ce: 0.4447, decode.acc_seg: 82.7121, aux.loss_ce: 0.2530, aux.acc_seg: 77.1379, loss: 0.6978 2024-03-04 09:30:33,498 - mmseg - INFO - Iter [20550/160000] lr: 3.001e-05, eta: 1 day, 0:34:53, time: 0.646, data_time: 0.044, memory: 7582, decode.loss_ce: 0.4509, decode.acc_seg: 82.4985, aux.loss_ce: 0.2442, aux.acc_seg: 77.6108, loss: 0.6951 2024-03-04 09:31:07,600 - mmseg - INFO - Iter [20600/160000] lr: 3.000e-05, eta: 1 day, 0:34:37, time: 0.682, data_time: 0.079, memory: 7582, decode.loss_ce: 0.4211, decode.acc_seg: 83.7228, aux.loss_ce: 0.2247, aux.acc_seg: 79.6008, loss: 0.6459 2024-03-04 09:31:39,876 - mmseg - INFO - Iter [20650/160000] lr: 2.999e-05, eta: 1 day, 0:34:09, time: 0.646, data_time: 0.040, memory: 7582, decode.loss_ce: 0.4533, decode.acc_seg: 82.6433, aux.loss_ce: 0.2419, aux.acc_seg: 78.4258, loss: 0.6952 2024-03-04 09:32:13,429 - mmseg - INFO - Iter [20700/160000] lr: 2.998e-05, eta: 1 day, 0:33:49, time: 0.671, data_time: 0.068, memory: 7582, decode.loss_ce: 0.4498, decode.acc_seg: 82.4671, aux.loss_ce: 0.2379, aux.acc_seg: 78.5520, loss: 0.6877 2024-03-04 09:32:46,573 - mmseg - INFO - Iter [20750/160000] lr: 2.997e-05, eta: 1 day, 0:33:27, time: 0.663, data_time: 0.063, memory: 7582, decode.loss_ce: 0.4352, decode.acc_seg: 83.3457, aux.loss_ce: 0.2357, aux.acc_seg: 78.7121, loss: 0.6709 2024-03-04 09:33:21,167 - mmseg - INFO - Iter [20800/160000] lr: 2.996e-05, eta: 1 day, 0:33:14, time: 0.692, data_time: 0.090, memory: 7582, decode.loss_ce: 0.4466, decode.acc_seg: 82.8550, aux.loss_ce: 0.2409, aux.acc_seg: 78.2519, loss: 0.6875 2024-03-04 09:33:54,056 - mmseg - INFO - Iter [20850/160000] lr: 2.995e-05, eta: 1 day, 0:32:50, time: 0.658, data_time: 0.052, memory: 7582, decode.loss_ce: 0.4717, decode.acc_seg: 81.7033, aux.loss_ce: 0.2492, aux.acc_seg: 78.0386, loss: 0.7209 2024-03-04 09:34:26,938 - mmseg - INFO - Iter [20900/160000] lr: 2.994e-05, eta: 1 day, 0:32:26, time: 0.658, data_time: 0.054, memory: 7582, decode.loss_ce: 0.4404, decode.acc_seg: 82.7299, aux.loss_ce: 0.2397, aux.acc_seg: 77.7549, loss: 0.6801 2024-03-04 09:34:59,255 - mmseg - INFO - Iter [20950/160000] lr: 2.993e-05, eta: 1 day, 0:31:58, time: 0.646, data_time: 0.047, memory: 7582, decode.loss_ce: 0.4266, decode.acc_seg: 83.1697, aux.loss_ce: 0.2330, aux.acc_seg: 78.6881, loss: 0.6596 2024-03-04 09:35:31,421 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:35:31,421 - mmseg - INFO - Iter [21000/160000] lr: 2.992e-05, eta: 1 day, 0:31:29, time: 0.643, data_time: 0.044, memory: 7582, decode.loss_ce: 0.4364, decode.acc_seg: 82.7699, aux.loss_ce: 0.2317, aux.acc_seg: 78.5955, loss: 0.6682 2024-03-04 09:36:05,332 - mmseg - INFO - Iter [21050/160000] lr: 2.991e-05, eta: 1 day, 0:31:11, time: 0.678, data_time: 0.074, memory: 7582, decode.loss_ce: 0.4463, decode.acc_seg: 83.0247, aux.loss_ce: 0.2412, aux.acc_seg: 78.1822, loss: 0.6875 2024-03-04 09:36:39,031 - mmseg - INFO - Iter [21100/160000] lr: 2.990e-05, eta: 1 day, 0:30:52, time: 0.674, data_time: 0.067, memory: 7582, decode.loss_ce: 0.4383, decode.acc_seg: 82.9725, aux.loss_ce: 0.2412, aux.acc_seg: 77.7899, loss: 0.6795 2024-03-04 09:37:13,707 - mmseg - INFO - Iter [21150/160000] lr: 2.989e-05, eta: 1 day, 0:30:40, time: 0.694, data_time: 0.091, memory: 7582, decode.loss_ce: 0.4317, decode.acc_seg: 83.2984, aux.loss_ce: 0.2355, aux.acc_seg: 78.1265, loss: 0.6672 2024-03-04 09:37:46,313 - mmseg - INFO - Iter [21200/160000] lr: 2.987e-05, eta: 1 day, 0:30:13, time: 0.652, data_time: 0.050, memory: 7582, decode.loss_ce: 0.4468, decode.acc_seg: 82.5860, aux.loss_ce: 0.2432, aux.acc_seg: 77.6380, loss: 0.6900 2024-03-04 09:38:18,319 - mmseg - INFO - Iter [21250/160000] lr: 2.986e-05, eta: 1 day, 0:29:43, time: 0.640, data_time: 0.037, memory: 7582, decode.loss_ce: 0.4450, decode.acc_seg: 82.9032, aux.loss_ce: 0.2401, aux.acc_seg: 78.0000, loss: 0.6851 2024-03-04 09:38:51,505 - mmseg - INFO - Iter [21300/160000] lr: 2.985e-05, eta: 1 day, 0:29:20, time: 0.664, data_time: 0.060, memory: 7582, decode.loss_ce: 0.4728, decode.acc_seg: 81.3032, aux.loss_ce: 0.2533, aux.acc_seg: 76.7775, loss: 0.7261 2024-03-04 09:39:26,171 - mmseg - INFO - Iter [21350/160000] lr: 2.984e-05, eta: 1 day, 0:29:07, time: 0.693, data_time: 0.087, memory: 7582, decode.loss_ce: 0.4254, decode.acc_seg: 83.2934, aux.loss_ce: 0.2255, aux.acc_seg: 79.3396, loss: 0.6510 2024-03-04 09:39:58,519 - mmseg - INFO - Iter [21400/160000] lr: 2.983e-05, eta: 1 day, 0:28:39, time: 0.647, data_time: 0.044, memory: 7582, decode.loss_ce: 0.4230, decode.acc_seg: 83.4784, aux.loss_ce: 0.2258, aux.acc_seg: 79.1872, loss: 0.6488 2024-03-04 09:40:31,671 - mmseg - INFO - Iter [21450/160000] lr: 2.982e-05, eta: 1 day, 0:28:16, time: 0.663, data_time: 0.061, memory: 7582, decode.loss_ce: 0.4503, decode.acc_seg: 82.5056, aux.loss_ce: 0.2506, aux.acc_seg: 77.4156, loss: 0.7009 2024-03-04 09:41:07,365 - mmseg - INFO - Iter [21500/160000] lr: 2.981e-05, eta: 1 day, 0:28:10, time: 0.714, data_time: 0.104, memory: 7582, decode.loss_ce: 0.4518, decode.acc_seg: 82.2354, aux.loss_ce: 0.2318, aux.acc_seg: 78.4653, loss: 0.6836 2024-03-04 09:41:40,826 - mmseg - INFO - Iter [21550/160000] lr: 2.980e-05, eta: 1 day, 0:27:48, time: 0.669, data_time: 0.066, memory: 7582, decode.loss_ce: 0.4208, decode.acc_seg: 83.6030, aux.loss_ce: 0.2349, aux.acc_seg: 78.5116, loss: 0.6557 2024-03-04 09:42:14,637 - mmseg - INFO - Iter [21600/160000] lr: 2.979e-05, eta: 1 day, 0:27:29, time: 0.676, data_time: 0.072, memory: 7582, decode.loss_ce: 0.4409, decode.acc_seg: 82.5268, aux.loss_ce: 0.2390, aux.acc_seg: 78.0564, loss: 0.6799 2024-03-04 09:42:47,459 - mmseg - INFO - Iter [21650/160000] lr: 2.978e-05, eta: 1 day, 0:27:04, time: 0.656, data_time: 0.054, memory: 7582, decode.loss_ce: 0.4117, decode.acc_seg: 83.9458, aux.loss_ce: 0.2253, aux.acc_seg: 79.2109, loss: 0.6369 2024-03-04 09:43:20,594 - mmseg - INFO - Iter [21700/160000] lr: 2.977e-05, eta: 1 day, 0:26:41, time: 0.662, data_time: 0.059, memory: 7582, decode.loss_ce: 0.4297, decode.acc_seg: 83.0441, aux.loss_ce: 0.2374, aux.acc_seg: 78.0121, loss: 0.6671 2024-03-04 09:43:53,844 - mmseg - INFO - Iter [21750/160000] lr: 2.976e-05, eta: 1 day, 0:26:18, time: 0.665, data_time: 0.062, memory: 7582, decode.loss_ce: 0.4146, decode.acc_seg: 83.6444, aux.loss_ce: 0.2297, aux.acc_seg: 79.0563, loss: 0.6443 2024-03-04 09:44:26,621 - mmseg - INFO - Iter [21800/160000] lr: 2.975e-05, eta: 1 day, 0:25:52, time: 0.656, data_time: 0.051, memory: 7582, decode.loss_ce: 0.4486, decode.acc_seg: 82.8010, aux.loss_ce: 0.2484, aux.acc_seg: 77.5002, loss: 0.6970 2024-03-04 09:44:59,670 - mmseg - INFO - Iter [21850/160000] lr: 2.973e-05, eta: 1 day, 0:25:28, time: 0.661, data_time: 0.060, memory: 7582, decode.loss_ce: 0.4376, decode.acc_seg: 83.1689, aux.loss_ce: 0.2364, aux.acc_seg: 78.6267, loss: 0.6741 2024-03-04 09:45:32,597 - mmseg - INFO - Iter [21900/160000] lr: 2.972e-05, eta: 1 day, 0:25:03, time: 0.659, data_time: 0.057, memory: 7582, decode.loss_ce: 0.4028, decode.acc_seg: 83.9457, aux.loss_ce: 0.2200, aux.acc_seg: 79.4943, loss: 0.6228 2024-03-04 09:46:06,498 - mmseg - INFO - Iter [21950/160000] lr: 2.971e-05, eta: 1 day, 0:24:45, time: 0.678, data_time: 0.074, memory: 7582, decode.loss_ce: 0.4131, decode.acc_seg: 83.9501, aux.loss_ce: 0.2229, aux.acc_seg: 79.6282, loss: 0.6360 2024-03-04 09:46:40,403 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:46:40,404 - mmseg - INFO - Iter [22000/160000] lr: 2.970e-05, eta: 1 day, 0:24:26, time: 0.678, data_time: 0.076, memory: 7582, decode.loss_ce: 0.4150, decode.acc_seg: 83.2834, aux.loss_ce: 0.2291, aux.acc_seg: 78.7426, loss: 0.6442 2024-03-04 09:47:14,174 - mmseg - INFO - Iter [22050/160000] lr: 2.969e-05, eta: 1 day, 0:24:06, time: 0.675, data_time: 0.071, memory: 7582, decode.loss_ce: 0.4382, decode.acc_seg: 82.6473, aux.loss_ce: 0.2385, aux.acc_seg: 77.4554, loss: 0.6767 2024-03-04 09:47:47,594 - mmseg - INFO - Iter [22100/160000] lr: 2.968e-05, eta: 1 day, 0:23:44, time: 0.669, data_time: 0.070, memory: 7582, decode.loss_ce: 0.4286, decode.acc_seg: 83.2545, aux.loss_ce: 0.2361, aux.acc_seg: 78.1325, loss: 0.6647 2024-03-04 09:48:23,446 - mmseg - INFO - Iter [22150/160000] lr: 2.967e-05, eta: 1 day, 0:23:37, time: 0.717, data_time: 0.111, memory: 7582, decode.loss_ce: 0.4398, decode.acc_seg: 82.5475, aux.loss_ce: 0.2367, aux.acc_seg: 78.2660, loss: 0.6765 2024-03-04 09:48:55,780 - mmseg - INFO - Iter [22200/160000] lr: 2.966e-05, eta: 1 day, 0:23:08, time: 0.647, data_time: 0.041, memory: 7582, decode.loss_ce: 0.4417, decode.acc_seg: 82.3234, aux.loss_ce: 0.2379, aux.acc_seg: 78.0565, loss: 0.6796 2024-03-04 09:49:29,525 - mmseg - INFO - Iter [22250/160000] lr: 2.965e-05, eta: 1 day, 0:22:48, time: 0.675, data_time: 0.072, memory: 7582, decode.loss_ce: 0.4588, decode.acc_seg: 81.9882, aux.loss_ce: 0.2491, aux.acc_seg: 77.5723, loss: 0.7079 2024-03-04 09:50:02,346 - mmseg - INFO - Iter [22300/160000] lr: 2.964e-05, eta: 1 day, 0:22:22, time: 0.656, data_time: 0.054, memory: 7582, decode.loss_ce: 0.4214, decode.acc_seg: 83.5924, aux.loss_ce: 0.2352, aux.acc_seg: 78.2992, loss: 0.6565 2024-03-04 09:50:34,794 - mmseg - INFO - Iter [22350/160000] lr: 2.963e-05, eta: 1 day, 0:21:54, time: 0.649, data_time: 0.048, memory: 7582, decode.loss_ce: 0.4517, decode.acc_seg: 82.3358, aux.loss_ce: 0.2426, aux.acc_seg: 77.3421, loss: 0.6943 2024-03-04 09:51:08,633 - mmseg - INFO - Iter [22400/160000] lr: 2.962e-05, eta: 1 day, 0:21:34, time: 0.677, data_time: 0.078, memory: 7582, decode.loss_ce: 0.4356, decode.acc_seg: 82.8116, aux.loss_ce: 0.2407, aux.acc_seg: 77.9683, loss: 0.6763 2024-03-04 09:51:42,308 - mmseg - INFO - Iter [22450/160000] lr: 2.961e-05, eta: 1 day, 0:21:13, time: 0.673, data_time: 0.069, memory: 7582, decode.loss_ce: 0.4152, decode.acc_seg: 83.6245, aux.loss_ce: 0.2254, aux.acc_seg: 79.3690, loss: 0.6406 2024-03-04 09:52:16,020 - mmseg - INFO - Iter [22500/160000] lr: 2.959e-05, eta: 1 day, 0:20:53, time: 0.674, data_time: 0.068, memory: 7582, decode.loss_ce: 0.4261, decode.acc_seg: 83.3856, aux.loss_ce: 0.2353, aux.acc_seg: 78.7300, loss: 0.6614 2024-03-04 09:52:49,326 - mmseg - INFO - Iter [22550/160000] lr: 2.958e-05, eta: 1 day, 0:20:30, time: 0.666, data_time: 0.062, memory: 7582, decode.loss_ce: 0.4486, decode.acc_seg: 82.7729, aux.loss_ce: 0.2421, aux.acc_seg: 78.2269, loss: 0.6906 2024-03-04 09:53:23,064 - mmseg - INFO - Iter [22600/160000] lr: 2.957e-05, eta: 1 day, 0:20:09, time: 0.675, data_time: 0.072, memory: 7582, decode.loss_ce: 0.4532, decode.acc_seg: 82.2415, aux.loss_ce: 0.2397, aux.acc_seg: 77.8252, loss: 0.6930 2024-03-04 09:53:55,874 - mmseg - INFO - Iter [22650/160000] lr: 2.956e-05, eta: 1 day, 0:19:43, time: 0.656, data_time: 0.054, memory: 7582, decode.loss_ce: 0.4185, decode.acc_seg: 83.2993, aux.loss_ce: 0.2280, aux.acc_seg: 78.8311, loss: 0.6465 2024-03-04 09:54:28,426 - mmseg - INFO - Iter [22700/160000] lr: 2.955e-05, eta: 1 day, 0:19:15, time: 0.651, data_time: 0.047, memory: 7582, decode.loss_ce: 0.4038, decode.acc_seg: 84.1601, aux.loss_ce: 0.2237, aux.acc_seg: 78.9454, loss: 0.6275 2024-03-04 09:55:05,135 - mmseg - INFO - Iter [22750/160000] lr: 2.954e-05, eta: 1 day, 0:19:12, time: 0.734, data_time: 0.123, memory: 7582, decode.loss_ce: 0.4204, decode.acc_seg: 83.3582, aux.loss_ce: 0.2302, aux.acc_seg: 78.4155, loss: 0.6506 2024-03-04 09:55:37,620 - mmseg - INFO - Iter [22800/160000] lr: 2.953e-05, eta: 1 day, 0:18:44, time: 0.650, data_time: 0.047, memory: 7582, decode.loss_ce: 0.3797, decode.acc_seg: 84.9213, aux.loss_ce: 0.2122, aux.acc_seg: 80.0007, loss: 0.5920 2024-03-04 09:56:12,932 - mmseg - INFO - Iter [22850/160000] lr: 2.952e-05, eta: 1 day, 0:18:33, time: 0.706, data_time: 0.103, memory: 7582, decode.loss_ce: 0.3992, decode.acc_seg: 84.4258, aux.loss_ce: 0.2217, aux.acc_seg: 79.6314, loss: 0.6209 2024-03-04 09:56:45,067 - mmseg - INFO - Iter [22900/160000] lr: 2.951e-05, eta: 1 day, 0:18:02, time: 0.643, data_time: 0.041, memory: 7582, decode.loss_ce: 0.4215, decode.acc_seg: 83.2419, aux.loss_ce: 0.2353, aux.acc_seg: 77.9198, loss: 0.6569 2024-03-04 09:57:17,837 - mmseg - INFO - Iter [22950/160000] lr: 2.950e-05, eta: 1 day, 0:17:35, time: 0.655, data_time: 0.054, memory: 7582, decode.loss_ce: 0.3875, decode.acc_seg: 85.1919, aux.loss_ce: 0.2110, aux.acc_seg: 80.6525, loss: 0.5985 2024-03-04 09:57:51,521 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 09:57:51,521 - mmseg - INFO - Iter [23000/160000] lr: 2.949e-05, eta: 1 day, 0:17:14, time: 0.674, data_time: 0.069, memory: 7582, decode.loss_ce: 0.4191, decode.acc_seg: 83.3150, aux.loss_ce: 0.2326, aux.acc_seg: 78.3960, loss: 0.6517 2024-03-04 09:58:24,687 - mmseg - INFO - Iter [23050/160000] lr: 2.948e-05, eta: 1 day, 0:16:49, time: 0.663, data_time: 0.060, memory: 7582, decode.loss_ce: 0.4202, decode.acc_seg: 83.5721, aux.loss_ce: 0.2294, aux.acc_seg: 78.9368, loss: 0.6496 2024-03-04 09:58:57,094 - mmseg - INFO - Iter [23100/160000] lr: 2.947e-05, eta: 1 day, 0:16:20, time: 0.648, data_time: 0.046, memory: 7582, decode.loss_ce: 0.3925, decode.acc_seg: 84.5716, aux.loss_ce: 0.2121, aux.acc_seg: 80.3736, loss: 0.6046 2024-03-04 09:59:30,022 - mmseg - INFO - Iter [23150/160000] lr: 2.945e-05, eta: 1 day, 0:15:55, time: 0.659, data_time: 0.058, memory: 7582, decode.loss_ce: 0.4024, decode.acc_seg: 84.2599, aux.loss_ce: 0.2260, aux.acc_seg: 79.0422, loss: 0.6284 2024-03-04 10:00:03,210 - mmseg - INFO - Iter [23200/160000] lr: 2.944e-05, eta: 1 day, 0:15:30, time: 0.664, data_time: 0.061, memory: 7582, decode.loss_ce: 0.4058, decode.acc_seg: 83.8447, aux.loss_ce: 0.2197, aux.acc_seg: 79.5524, loss: 0.6255 2024-03-04 10:00:35,062 - mmseg - INFO - Iter [23250/160000] lr: 2.943e-05, eta: 1 day, 0:14:58, time: 0.637, data_time: 0.038, memory: 7582, decode.loss_ce: 0.4213, decode.acc_seg: 83.8792, aux.loss_ce: 0.2296, aux.acc_seg: 79.3129, loss: 0.6509 2024-03-04 10:01:06,599 - mmseg - INFO - Iter [23300/160000] lr: 2.942e-05, eta: 1 day, 0:14:24, time: 0.631, data_time: 0.029, memory: 7582, decode.loss_ce: 0.3998, decode.acc_seg: 84.3499, aux.loss_ce: 0.2270, aux.acc_seg: 79.2851, loss: 0.6268 2024-03-04 10:01:38,146 - mmseg - INFO - Iter [23350/160000] lr: 2.941e-05, eta: 1 day, 0:13:50, time: 0.631, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4072, decode.acc_seg: 83.7605, aux.loss_ce: 0.2212, aux.acc_seg: 79.2380, loss: 0.6284 2024-03-04 10:02:09,778 - mmseg - INFO - Iter [23400/160000] lr: 2.940e-05, eta: 1 day, 0:13:16, time: 0.633, data_time: 0.028, memory: 7582, decode.loss_ce: 0.4334, decode.acc_seg: 82.8935, aux.loss_ce: 0.2303, aux.acc_seg: 78.8806, loss: 0.6637 2024-03-04 10:02:41,654 - mmseg - INFO - Iter [23450/160000] lr: 2.939e-05, eta: 1 day, 0:12:44, time: 0.637, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4394, decode.acc_seg: 83.0576, aux.loss_ce: 0.2406, aux.acc_seg: 78.1822, loss: 0.6800 2024-03-04 10:03:13,212 - mmseg - INFO - Iter [23500/160000] lr: 2.938e-05, eta: 1 day, 0:12:10, time: 0.631, data_time: 0.028, memory: 7582, decode.loss_ce: 0.4741, decode.acc_seg: 81.7140, aux.loss_ce: 0.2487, aux.acc_seg: 77.5105, loss: 0.7228 2024-03-04 10:03:45,133 - mmseg - INFO - Iter [23550/160000] lr: 2.937e-05, eta: 1 day, 0:11:38, time: 0.638, data_time: 0.030, memory: 7582, decode.loss_ce: 0.4379, decode.acc_seg: 83.3027, aux.loss_ce: 0.2312, aux.acc_seg: 79.3943, loss: 0.6691 2024-03-04 10:04:16,659 - mmseg - INFO - Iter [23600/160000] lr: 2.936e-05, eta: 1 day, 0:11:04, time: 0.630, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4173, decode.acc_seg: 84.1154, aux.loss_ce: 0.2301, aux.acc_seg: 79.2109, loss: 0.6474 2024-03-04 10:04:48,439 - mmseg - INFO - Iter [23650/160000] lr: 2.935e-05, eta: 1 day, 0:10:31, time: 0.635, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4028, decode.acc_seg: 83.9419, aux.loss_ce: 0.2288, aux.acc_seg: 78.9176, loss: 0.6316 2024-03-04 10:05:20,282 - mmseg - INFO - Iter [23700/160000] lr: 2.934e-05, eta: 1 day, 0:09:59, time: 0.637, data_time: 0.035, memory: 7582, decode.loss_ce: 0.4255, decode.acc_seg: 83.3319, aux.loss_ce: 0.2310, aux.acc_seg: 78.3641, loss: 0.6564 2024-03-04 10:05:52,093 - mmseg - INFO - Iter [23750/160000] lr: 2.933e-05, eta: 1 day, 0:09:26, time: 0.636, data_time: 0.030, memory: 7582, decode.loss_ce: 0.4220, decode.acc_seg: 83.2475, aux.loss_ce: 0.2298, aux.acc_seg: 78.4357, loss: 0.6518 2024-03-04 10:06:23,708 - mmseg - INFO - Iter [23800/160000] lr: 2.932e-05, eta: 1 day, 0:08:53, time: 0.632, data_time: 0.028, memory: 7582, decode.loss_ce: 0.4283, decode.acc_seg: 83.1709, aux.loss_ce: 0.2314, aux.acc_seg: 78.8605, loss: 0.6596 2024-03-04 10:06:55,453 - mmseg - INFO - Iter [23850/160000] lr: 2.930e-05, eta: 1 day, 0:08:20, time: 0.635, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4062, decode.acc_seg: 84.4140, aux.loss_ce: 0.2280, aux.acc_seg: 79.0442, loss: 0.6342 2024-03-04 10:07:27,003 - mmseg - INFO - Iter [23900/160000] lr: 2.929e-05, eta: 1 day, 0:07:46, time: 0.631, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4276, decode.acc_seg: 83.7091, aux.loss_ce: 0.2380, aux.acc_seg: 78.5228, loss: 0.6656 2024-03-04 10:07:58,697 - mmseg - INFO - Iter [23950/160000] lr: 2.928e-05, eta: 1 day, 0:07:13, time: 0.634, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4203, decode.acc_seg: 83.0212, aux.loss_ce: 0.2249, aux.acc_seg: 78.7525, loss: 0.6452 2024-03-04 10:08:32,958 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 10:08:32,958 - mmseg - INFO - Iter [24000/160000] lr: 2.927e-05, eta: 1 day, 0:06:54, time: 0.685, data_time: 0.083, memory: 7582, decode.loss_ce: 0.4199, decode.acc_seg: 83.4706, aux.loss_ce: 0.2311, aux.acc_seg: 78.5124, loss: 0.6510 2024-03-04 10:09:04,826 - mmseg - INFO - Iter [24050/160000] lr: 2.926e-05, eta: 1 day, 0:06:22, time: 0.637, data_time: 0.030, memory: 7582, decode.loss_ce: 0.3835, decode.acc_seg: 84.6814, aux.loss_ce: 0.2156, aux.acc_seg: 80.0538, loss: 0.5991 2024-03-04 10:09:36,402 - mmseg - INFO - Iter [24100/160000] lr: 2.925e-05, eta: 1 day, 0:05:48, time: 0.632, data_time: 0.028, memory: 7582, decode.loss_ce: 0.3797, decode.acc_seg: 84.7276, aux.loss_ce: 0.2159, aux.acc_seg: 80.0642, loss: 0.5956 2024-03-04 10:10:08,001 - mmseg - INFO - Iter [24150/160000] lr: 2.924e-05, eta: 1 day, 0:05:14, time: 0.632, data_time: 0.031, memory: 7582, decode.loss_ce: 0.3914, decode.acc_seg: 84.7376, aux.loss_ce: 0.2239, aux.acc_seg: 79.3499, loss: 0.6153 2024-03-04 10:10:39,440 - mmseg - INFO - Iter [24200/160000] lr: 2.923e-05, eta: 1 day, 0:04:40, time: 0.629, data_time: 0.029, memory: 7582, decode.loss_ce: 0.3874, decode.acc_seg: 84.6327, aux.loss_ce: 0.2147, aux.acc_seg: 80.0363, loss: 0.6021 2024-03-04 10:11:11,047 - mmseg - INFO - Iter [24250/160000] lr: 2.922e-05, eta: 1 day, 0:04:06, time: 0.632, data_time: 0.030, memory: 7582, decode.loss_ce: 0.4220, decode.acc_seg: 83.5280, aux.loss_ce: 0.2341, aux.acc_seg: 78.4573, loss: 0.6560 2024-03-04 10:11:42,745 - mmseg - INFO - Iter [24300/160000] lr: 2.921e-05, eta: 1 day, 0:03:33, time: 0.634, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4161, decode.acc_seg: 84.1795, aux.loss_ce: 0.2284, aux.acc_seg: 79.3984, loss: 0.6445 2024-03-04 10:12:14,454 - mmseg - INFO - Iter [24350/160000] lr: 2.920e-05, eta: 1 day, 0:03:00, time: 0.634, data_time: 0.031, memory: 7582, decode.loss_ce: 0.4039, decode.acc_seg: 84.2125, aux.loss_ce: 0.2241, aux.acc_seg: 78.9160, loss: 0.6280 2024-03-04 10:12:46,348 - mmseg - INFO - Iter [24400/160000] lr: 2.919e-05, eta: 1 day, 0:02:28, time: 0.638, data_time: 0.029, memory: 7582, decode.loss_ce: 0.3901, decode.acc_seg: 84.7408, aux.loss_ce: 0.2149, aux.acc_seg: 80.2532, loss: 0.6050 2024-03-04 10:13:18,029 - mmseg - INFO - Iter [24450/160000] lr: 2.918e-05, eta: 1 day, 0:01:55, time: 0.634, data_time: 0.029, memory: 7582, decode.loss_ce: 0.4029, decode.acc_seg: 83.9493, aux.loss_ce: 0.2228, aux.acc_seg: 79.1570, loss: 0.6257 2024-03-04 10:13:49,405 - mmseg - INFO - Iter [24500/160000] lr: 2.916e-05, eta: 1 day, 0:01:20, time: 0.627, data_time: 0.028, memory: 7582, decode.loss_ce: 0.3913, decode.acc_seg: 84.9856, aux.loss_ce: 0.2217, aux.acc_seg: 79.9366, loss: 0.6130 2024-03-04 10:14:20,709 - mmseg - INFO - Iter [24550/160000] lr: 2.915e-05, eta: 1 day, 0:00:44, time: 0.626, data_time: 0.025, memory: 7582, decode.loss_ce: 0.4141, decode.acc_seg: 83.7844, aux.loss_ce: 0.2239, aux.acc_seg: 79.5191, loss: 0.6381 2024-03-04 10:14:52,046 - mmseg - INFO - Iter [24600/160000] lr: 2.914e-05, eta: 1 day, 0:00:09, time: 0.627, data_time: 0.024, memory: 7582, decode.loss_ce: 0.4089, decode.acc_seg: 84.2788, aux.loss_ce: 0.2248, aux.acc_seg: 79.3904, loss: 0.6338 2024-03-04 10:15:23,273 - mmseg - INFO - Iter [24650/160000] lr: 2.913e-05, eta: 23:59:34, time: 0.625, data_time: 0.025, memory: 7582, decode.loss_ce: 0.4009, decode.acc_seg: 84.2856, aux.loss_ce: 0.2165, aux.acc_seg: 79.5287, loss: 0.6174 2024-03-04 10:15:54,245 - mmseg - INFO - Iter [24700/160000] lr: 2.912e-05, eta: 23:58:57, time: 0.619, data_time: 0.017, memory: 7582, decode.loss_ce: 0.4258, decode.acc_seg: 83.5524, aux.loss_ce: 0.2313, aux.acc_seg: 78.6158, loss: 0.6571 2024-03-04 10:16:25,625 - mmseg - INFO - Iter [24750/160000] lr: 2.911e-05, eta: 23:58:22, time: 0.628, data_time: 0.026, memory: 7582, decode.loss_ce: 0.4226, decode.acc_seg: 83.2601, aux.loss_ce: 0.2313, aux.acc_seg: 78.6025, loss: 0.6539 2024-03-04 10:16:56,835 - mmseg - INFO - Iter [24800/160000] lr: 2.910e-05, eta: 23:57:46, time: 0.624, data_time: 0.024, memory: 7582, decode.loss_ce: 0.4027, decode.acc_seg: 84.0222, aux.loss_ce: 0.2241, aux.acc_seg: 79.0579, loss: 0.6268 2024-03-04 10:17:28,023 - mmseg - INFO - Iter [24850/160000] lr: 2.909e-05, eta: 23:57:10, time: 0.624, data_time: 0.024, memory: 7582, decode.loss_ce: 0.4278, decode.acc_seg: 82.9569, aux.loss_ce: 0.2358, aux.acc_seg: 78.2487, loss: 0.6636 2024-03-04 10:17:58,844 - mmseg - INFO - Iter [24900/160000] lr: 2.908e-05, eta: 23:56:33, time: 0.616, data_time: 0.015, memory: 7582, decode.loss_ce: 0.4100, decode.acc_seg: 83.7547, aux.loss_ce: 0.2290, aux.acc_seg: 78.3735, loss: 0.6391 2024-03-04 10:18:29,646 - mmseg - INFO - Iter [24950/160000] lr: 2.907e-05, eta: 23:55:55, time: 0.616, data_time: 0.015, memory: 7582, decode.loss_ce: 0.4175, decode.acc_seg: 84.0150, aux.loss_ce: 0.2281, aux.acc_seg: 79.0774, loss: 0.6456 2024-03-04 10:19:00,421 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 10:19:00,422 - mmseg - INFO - Iter [25000/160000] lr: 2.906e-05, eta: 23:55:17, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4060, decode.acc_seg: 83.9933, aux.loss_ce: 0.2246, aux.acc_seg: 79.1483, loss: 0.6306 2024-03-04 10:19:31,085 - mmseg - INFO - Iter [25050/160000] lr: 2.905e-05, eta: 23:54:38, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4112, decode.acc_seg: 84.1849, aux.loss_ce: 0.2247, aux.acc_seg: 79.1888, loss: 0.6359 2024-03-04 10:20:02,082 - mmseg - INFO - Iter [25100/160000] lr: 2.904e-05, eta: 23:54:02, time: 0.620, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4088, decode.acc_seg: 83.8060, aux.loss_ce: 0.2273, aux.acc_seg: 79.0583, loss: 0.6362 2024-03-04 10:20:33,499 - mmseg - INFO - Iter [25150/160000] lr: 2.902e-05, eta: 23:53:27, time: 0.628, data_time: 0.018, memory: 7582, decode.loss_ce: 0.4312, decode.acc_seg: 83.2527, aux.loss_ce: 0.2324, aux.acc_seg: 78.6071, loss: 0.6636 2024-03-04 10:21:04,400 - mmseg - INFO - Iter [25200/160000] lr: 2.901e-05, eta: 23:52:50, time: 0.618, data_time: 0.017, memory: 7582, decode.loss_ce: 0.3988, decode.acc_seg: 84.0231, aux.loss_ce: 0.2164, aux.acc_seg: 79.6854, loss: 0.6153 2024-03-04 10:21:35,575 - mmseg - INFO - Iter [25250/160000] lr: 2.900e-05, eta: 23:52:14, time: 0.623, data_time: 0.017, memory: 7582, decode.loss_ce: 0.4477, decode.acc_seg: 82.5279, aux.loss_ce: 0.2403, aux.acc_seg: 77.8407, loss: 0.6880 2024-03-04 10:22:09,446 - mmseg - INFO - Iter [25300/160000] lr: 2.899e-05, eta: 23:51:53, time: 0.677, data_time: 0.070, memory: 7582, decode.loss_ce: 0.4018, decode.acc_seg: 84.0392, aux.loss_ce: 0.2151, aux.acc_seg: 80.0948, loss: 0.6169 2024-03-04 10:22:40,479 - mmseg - INFO - Iter [25350/160000] lr: 2.898e-05, eta: 23:51:17, time: 0.621, data_time: 0.015, memory: 7582, decode.loss_ce: 0.3925, decode.acc_seg: 84.7360, aux.loss_ce: 0.2221, aux.acc_seg: 79.6463, loss: 0.6147 2024-03-04 10:23:11,310 - mmseg - INFO - Iter [25400/160000] lr: 2.897e-05, eta: 23:50:39, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3897, decode.acc_seg: 84.5443, aux.loss_ce: 0.2218, aux.acc_seg: 79.2422, loss: 0.6115 2024-03-04 10:23:41,836 - mmseg - INFO - Iter [25450/160000] lr: 2.896e-05, eta: 23:50:00, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3746, decode.acc_seg: 85.4454, aux.loss_ce: 0.2107, aux.acc_seg: 80.4984, loss: 0.5853 2024-03-04 10:24:12,964 - mmseg - INFO - Iter [25500/160000] lr: 2.895e-05, eta: 23:49:24, time: 0.623, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3732, decode.acc_seg: 85.0070, aux.loss_ce: 0.2102, aux.acc_seg: 80.6289, loss: 0.5833 2024-03-04 10:24:43,562 - mmseg - INFO - Iter [25550/160000] lr: 2.894e-05, eta: 23:48:45, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3873, decode.acc_seg: 84.4411, aux.loss_ce: 0.2155, aux.acc_seg: 79.7352, loss: 0.6028 2024-03-04 10:25:14,126 - mmseg - INFO - Iter [25600/160000] lr: 2.893e-05, eta: 23:48:07, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3932, decode.acc_seg: 84.6402, aux.loss_ce: 0.2178, aux.acc_seg: 79.5357, loss: 0.6110 2024-03-04 10:25:44,741 - mmseg - INFO - Iter [25650/160000] lr: 2.892e-05, eta: 23:47:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3898, decode.acc_seg: 84.2024, aux.loss_ce: 0.2158, aux.acc_seg: 80.0065, loss: 0.6056 2024-03-04 10:26:15,175 - mmseg - INFO - Iter [25700/160000] lr: 2.891e-05, eta: 23:46:49, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3992, decode.acc_seg: 84.1533, aux.loss_ce: 0.2243, aux.acc_seg: 79.2503, loss: 0.6235 2024-03-04 10:26:46,222 - mmseg - INFO - Iter [25750/160000] lr: 2.890e-05, eta: 23:46:13, time: 0.621, data_time: 0.019, memory: 7582, decode.loss_ce: 0.3916, decode.acc_seg: 84.8635, aux.loss_ce: 0.2256, aux.acc_seg: 78.9761, loss: 0.6172 2024-03-04 10:27:17,648 - mmseg - INFO - Iter [25800/160000] lr: 2.888e-05, eta: 23:45:38, time: 0.628, data_time: 0.020, memory: 7582, decode.loss_ce: 0.3996, decode.acc_seg: 84.0552, aux.loss_ce: 0.2234, aux.acc_seg: 79.2509, loss: 0.6230 2024-03-04 10:27:48,411 - mmseg - INFO - Iter [25850/160000] lr: 2.887e-05, eta: 23:45:01, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.4020, decode.acc_seg: 84.7849, aux.loss_ce: 0.2202, aux.acc_seg: 79.7204, loss: 0.6222 2024-03-04 10:28:19,627 - mmseg - INFO - Iter [25900/160000] lr: 2.886e-05, eta: 23:44:25, time: 0.624, data_time: 0.019, memory: 7582, decode.loss_ce: 0.4141, decode.acc_seg: 83.3462, aux.loss_ce: 0.2214, aux.acc_seg: 79.1250, loss: 0.6355 2024-03-04 10:28:50,813 - mmseg - INFO - Iter [25950/160000] lr: 2.885e-05, eta: 23:43:50, time: 0.624, data_time: 0.022, memory: 7582, decode.loss_ce: 0.3772, decode.acc_seg: 84.9335, aux.loss_ce: 0.2130, aux.acc_seg: 80.1877, loss: 0.5902 2024-03-04 10:29:21,526 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 10:29:21,526 - mmseg - INFO - Iter [26000/160000] lr: 2.884e-05, eta: 23:43:12, time: 0.614, data_time: 0.013, memory: 7582, decode.loss_ce: 0.3864, decode.acc_seg: 84.5130, aux.loss_ce: 0.2215, aux.acc_seg: 79.3163, loss: 0.6078 2024-03-04 10:29:52,089 - mmseg - INFO - Iter [26050/160000] lr: 2.883e-05, eta: 23:42:34, time: 0.611, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4152, decode.acc_seg: 83.7549, aux.loss_ce: 0.2369, aux.acc_seg: 78.2606, loss: 0.6521 2024-03-04 10:30:22,737 - mmseg - INFO - Iter [26100/160000] lr: 2.882e-05, eta: 23:41:56, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3838, decode.acc_seg: 84.8800, aux.loss_ce: 0.2188, aux.acc_seg: 79.7109, loss: 0.6026 2024-03-04 10:30:53,408 - mmseg - INFO - Iter [26150/160000] lr: 2.881e-05, eta: 23:41:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4068, decode.acc_seg: 83.6516, aux.loss_ce: 0.2275, aux.acc_seg: 78.8542, loss: 0.6342 2024-03-04 10:31:24,250 - mmseg - INFO - Iter [26200/160000] lr: 2.880e-05, eta: 23:40:41, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.4162, decode.acc_seg: 83.8640, aux.loss_ce: 0.2235, aux.acc_seg: 79.1769, loss: 0.6397 2024-03-04 10:31:55,070 - mmseg - INFO - Iter [26250/160000] lr: 2.879e-05, eta: 23:40:03, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4028, decode.acc_seg: 84.2870, aux.loss_ce: 0.2228, aux.acc_seg: 79.5149, loss: 0.6256 2024-03-04 10:32:26,029 - mmseg - INFO - Iter [26300/160000] lr: 2.878e-05, eta: 23:39:27, time: 0.619, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4060, decode.acc_seg: 84.2380, aux.loss_ce: 0.2163, aux.acc_seg: 80.1384, loss: 0.6223 2024-03-04 10:32:56,811 - mmseg - INFO - Iter [26350/160000] lr: 2.877e-05, eta: 23:38:50, time: 0.616, data_time: 0.015, memory: 7582, decode.loss_ce: 0.3923, decode.acc_seg: 84.5663, aux.loss_ce: 0.2170, aux.acc_seg: 79.4841, loss: 0.6093 2024-03-04 10:33:28,032 - mmseg - INFO - Iter [26400/160000] lr: 2.876e-05, eta: 23:38:15, time: 0.624, data_time: 0.023, memory: 7582, decode.loss_ce: 0.3909, decode.acc_seg: 84.2126, aux.loss_ce: 0.2128, aux.acc_seg: 80.0948, loss: 0.6037 2024-03-04 10:33:59,148 - mmseg - INFO - Iter [26450/160000] lr: 2.874e-05, eta: 23:37:39, time: 0.622, data_time: 0.022, memory: 7582, decode.loss_ce: 0.3997, decode.acc_seg: 83.8318, aux.loss_ce: 0.2245, aux.acc_seg: 78.4070, loss: 0.6242 2024-03-04 10:34:30,539 - mmseg - INFO - Iter [26500/160000] lr: 2.873e-05, eta: 23:37:05, time: 0.628, data_time: 0.029, memory: 7582, decode.loss_ce: 0.3952, decode.acc_seg: 84.4523, aux.loss_ce: 0.2203, aux.acc_seg: 79.8515, loss: 0.6155 2024-03-04 10:35:04,805 - mmseg - INFO - Iter [26550/160000] lr: 2.872e-05, eta: 23:36:46, time: 0.685, data_time: 0.081, memory: 7582, decode.loss_ce: 0.3788, decode.acc_seg: 84.8852, aux.loss_ce: 0.2058, aux.acc_seg: 80.4447, loss: 0.5847 2024-03-04 10:35:36,208 - mmseg - INFO - Iter [26600/160000] lr: 2.871e-05, eta: 23:36:11, time: 0.628, data_time: 0.022, memory: 7582, decode.loss_ce: 0.3688, decode.acc_seg: 85.3698, aux.loss_ce: 0.2148, aux.acc_seg: 80.1413, loss: 0.5836 2024-03-04 10:36:07,432 - mmseg - INFO - Iter [26650/160000] lr: 2.870e-05, eta: 23:35:36, time: 0.624, data_time: 0.021, memory: 7582, decode.loss_ce: 0.3615, decode.acc_seg: 85.5454, aux.loss_ce: 0.2099, aux.acc_seg: 80.4985, loss: 0.5714 2024-03-04 10:36:38,719 - mmseg - INFO - Iter [26700/160000] lr: 2.869e-05, eta: 23:35:02, time: 0.626, data_time: 0.025, memory: 7582, decode.loss_ce: 0.4117, decode.acc_seg: 83.7506, aux.loss_ce: 0.2241, aux.acc_seg: 79.3121, loss: 0.6358 2024-03-04 10:37:09,971 - mmseg - INFO - Iter [26750/160000] lr: 2.868e-05, eta: 23:34:27, time: 0.625, data_time: 0.022, memory: 7582, decode.loss_ce: 0.3938, decode.acc_seg: 84.7924, aux.loss_ce: 0.2241, aux.acc_seg: 79.5579, loss: 0.6179 2024-03-04 10:37:41,358 - mmseg - INFO - Iter [26800/160000] lr: 2.867e-05, eta: 23:33:53, time: 0.628, data_time: 0.020, memory: 7582, decode.loss_ce: 0.3628, decode.acc_seg: 85.3331, aux.loss_ce: 0.2062, aux.acc_seg: 80.4591, loss: 0.5690 2024-03-04 10:38:12,224 - mmseg - INFO - Iter [26850/160000] lr: 2.866e-05, eta: 23:33:16, time: 0.617, data_time: 0.019, memory: 7582, decode.loss_ce: 0.3898, decode.acc_seg: 84.6777, aux.loss_ce: 0.2145, aux.acc_seg: 80.5286, loss: 0.6042 2024-03-04 10:38:43,255 - mmseg - INFO - Iter [26900/160000] lr: 2.865e-05, eta: 23:32:40, time: 0.621, data_time: 0.019, memory: 7582, decode.loss_ce: 0.3740, decode.acc_seg: 85.3800, aux.loss_ce: 0.2132, aux.acc_seg: 80.2137, loss: 0.5872 2024-03-04 10:39:13,974 - mmseg - INFO - Iter [26950/160000] lr: 2.864e-05, eta: 23:32:03, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4016, decode.acc_seg: 84.3267, aux.loss_ce: 0.2242, aux.acc_seg: 79.2264, loss: 0.6258 2024-03-04 10:39:44,524 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 10:39:44,525 - mmseg - INFO - Iter [27000/160000] lr: 2.863e-05, eta: 23:31:25, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3976, decode.acc_seg: 83.9874, aux.loss_ce: 0.2185, aux.acc_seg: 79.2860, loss: 0.6161 2024-03-04 10:40:15,113 - mmseg - INFO - Iter [27050/160000] lr: 2.862e-05, eta: 23:30:47, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3871, decode.acc_seg: 84.7798, aux.loss_ce: 0.2196, aux.acc_seg: 79.8509, loss: 0.6067 2024-03-04 10:40:45,725 - mmseg - INFO - Iter [27100/160000] lr: 2.860e-05, eta: 23:30:09, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3703, decode.acc_seg: 85.4079, aux.loss_ce: 0.2132, aux.acc_seg: 80.2532, loss: 0.5834 2024-03-04 10:41:16,262 - mmseg - INFO - Iter [27150/160000] lr: 2.859e-05, eta: 23:29:31, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3963, decode.acc_seg: 84.4817, aux.loss_ce: 0.2237, aux.acc_seg: 79.2890, loss: 0.6201 2024-03-04 10:41:47,011 - mmseg - INFO - Iter [27200/160000] lr: 2.858e-05, eta: 23:28:54, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3955, decode.acc_seg: 84.4322, aux.loss_ce: 0.2163, aux.acc_seg: 80.0000, loss: 0.6119 2024-03-04 10:42:17,573 - mmseg - INFO - Iter [27250/160000] lr: 2.857e-05, eta: 23:28:16, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4008, decode.acc_seg: 83.9855, aux.loss_ce: 0.2202, aux.acc_seg: 79.3780, loss: 0.6210 2024-03-04 10:42:48,225 - mmseg - INFO - Iter [27300/160000] lr: 2.856e-05, eta: 23:27:38, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4139, decode.acc_seg: 83.9379, aux.loss_ce: 0.2250, aux.acc_seg: 79.3153, loss: 0.6388 2024-03-04 10:43:19,002 - mmseg - INFO - Iter [27350/160000] lr: 2.855e-05, eta: 23:27:01, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3971, decode.acc_seg: 83.8288, aux.loss_ce: 0.2234, aux.acc_seg: 78.6548, loss: 0.6204 2024-03-04 10:43:49,696 - mmseg - INFO - Iter [27400/160000] lr: 2.854e-05, eta: 23:26:24, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3871, decode.acc_seg: 84.2641, aux.loss_ce: 0.2150, aux.acc_seg: 79.7571, loss: 0.6020 2024-03-04 10:44:20,361 - mmseg - INFO - Iter [27450/160000] lr: 2.853e-05, eta: 23:25:47, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3783, decode.acc_seg: 84.7478, aux.loss_ce: 0.2138, aux.acc_seg: 80.2299, loss: 0.5922 2024-03-04 10:44:50,891 - mmseg - INFO - Iter [27500/160000] lr: 2.852e-05, eta: 23:25:08, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3994, decode.acc_seg: 84.0205, aux.loss_ce: 0.2200, aux.acc_seg: 79.3950, loss: 0.6194 2024-03-04 10:45:21,459 - mmseg - INFO - Iter [27550/160000] lr: 2.851e-05, eta: 23:24:31, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3927, decode.acc_seg: 84.5793, aux.loss_ce: 0.2162, aux.acc_seg: 80.1336, loss: 0.6089 2024-03-04 10:45:52,067 - mmseg - INFO - Iter [27600/160000] lr: 2.850e-05, eta: 23:23:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.4195, decode.acc_seg: 83.3043, aux.loss_ce: 0.2250, aux.acc_seg: 79.4367, loss: 0.6445 2024-03-04 10:46:22,765 - mmseg - INFO - Iter [27650/160000] lr: 2.849e-05, eta: 23:23:16, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3771, decode.acc_seg: 84.9210, aux.loss_ce: 0.2061, aux.acc_seg: 80.5095, loss: 0.5832 2024-03-04 10:46:53,347 - mmseg - INFO - Iter [27700/160000] lr: 2.848e-05, eta: 23:22:38, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3930, decode.acc_seg: 84.4930, aux.loss_ce: 0.2075, aux.acc_seg: 80.8320, loss: 0.6005 2024-03-04 10:47:23,838 - mmseg - INFO - Iter [27750/160000] lr: 2.846e-05, eta: 23:22:00, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3739, decode.acc_seg: 85.2520, aux.loss_ce: 0.2093, aux.acc_seg: 81.0560, loss: 0.5833 2024-03-04 10:47:57,695 - mmseg - INFO - Iter [27800/160000] lr: 2.845e-05, eta: 23:21:38, time: 0.677, data_time: 0.068, memory: 7582, decode.loss_ce: 0.3865, decode.acc_seg: 85.1546, aux.loss_ce: 0.2138, aux.acc_seg: 80.3882, loss: 0.6004 2024-03-04 10:48:28,103 - mmseg - INFO - Iter [27850/160000] lr: 2.844e-05, eta: 23:21:00, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3732, decode.acc_seg: 85.3481, aux.loss_ce: 0.2079, aux.acc_seg: 80.6211, loss: 0.5811 2024-03-04 10:48:58,582 - mmseg - INFO - Iter [27900/160000] lr: 2.843e-05, eta: 23:20:22, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4026, decode.acc_seg: 84.2051, aux.loss_ce: 0.2241, aux.acc_seg: 79.3003, loss: 0.6267 2024-03-04 10:49:29,035 - mmseg - INFO - Iter [27950/160000] lr: 2.842e-05, eta: 23:19:44, time: 0.609, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3664, decode.acc_seg: 85.2087, aux.loss_ce: 0.2122, aux.acc_seg: 79.8090, loss: 0.5786 2024-03-04 10:50:00,159 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 10:50:00,159 - mmseg - INFO - Iter [28000/160000] lr: 2.841e-05, eta: 23:19:09, time: 0.622, data_time: 0.014, memory: 7582, decode.loss_ce: 0.3800, decode.acc_seg: 85.0863, aux.loss_ce: 0.2122, aux.acc_seg: 80.4218, loss: 0.5921 2024-03-04 10:50:30,903 - mmseg - INFO - Iter [28050/160000] lr: 2.840e-05, eta: 23:18:32, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3967, decode.acc_seg: 84.1894, aux.loss_ce: 0.2220, aux.acc_seg: 79.0630, loss: 0.6187 2024-03-04 10:51:01,652 - mmseg - INFO - Iter [28100/160000] lr: 2.839e-05, eta: 23:17:55, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3757, decode.acc_seg: 85.5761, aux.loss_ce: 0.2108, aux.acc_seg: 80.4174, loss: 0.5865 2024-03-04 10:51:32,299 - mmseg - INFO - Iter [28150/160000] lr: 2.838e-05, eta: 23:17:18, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3749, decode.acc_seg: 85.0469, aux.loss_ce: 0.2105, aux.acc_seg: 80.2322, loss: 0.5854 2024-03-04 10:52:02,700 - mmseg - INFO - Iter [28200/160000] lr: 2.837e-05, eta: 23:16:40, time: 0.608, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3751, decode.acc_seg: 85.1544, aux.loss_ce: 0.2099, aux.acc_seg: 80.8138, loss: 0.5849 2024-03-04 10:52:33,418 - mmseg - INFO - Iter [28250/160000] lr: 2.836e-05, eta: 23:16:03, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3838, decode.acc_seg: 84.7014, aux.loss_ce: 0.2180, aux.acc_seg: 79.7658, loss: 0.6018 2024-03-04 10:53:04,085 - mmseg - INFO - Iter [28300/160000] lr: 2.835e-05, eta: 23:15:26, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3773, decode.acc_seg: 85.0328, aux.loss_ce: 0.2148, aux.acc_seg: 79.7612, loss: 0.5921 2024-03-04 10:53:34,693 - mmseg - INFO - Iter [28350/160000] lr: 2.834e-05, eta: 23:14:48, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3763, decode.acc_seg: 84.7653, aux.loss_ce: 0.2152, aux.acc_seg: 80.1178, loss: 0.5915 2024-03-04 10:54:05,318 - mmseg - INFO - Iter [28400/160000] lr: 2.832e-05, eta: 23:14:11, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3827, decode.acc_seg: 85.1958, aux.loss_ce: 0.2124, aux.acc_seg: 80.8115, loss: 0.5951 2024-03-04 10:54:36,098 - mmseg - INFO - Iter [28450/160000] lr: 2.831e-05, eta: 23:13:35, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3626, decode.acc_seg: 85.5058, aux.loss_ce: 0.2103, aux.acc_seg: 80.3275, loss: 0.5730 2024-03-04 10:55:06,665 - mmseg - INFO - Iter [28500/160000] lr: 2.830e-05, eta: 23:12:58, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3858, decode.acc_seg: 85.0102, aux.loss_ce: 0.2140, aux.acc_seg: 80.0256, loss: 0.5999 2024-03-04 10:55:37,168 - mmseg - INFO - Iter [28550/160000] lr: 2.829e-05, eta: 23:12:20, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3754, decode.acc_seg: 84.4429, aux.loss_ce: 0.2075, aux.acc_seg: 80.2316, loss: 0.5830 2024-03-04 10:56:07,897 - mmseg - INFO - Iter [28600/160000] lr: 2.828e-05, eta: 23:11:43, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3924, decode.acc_seg: 85.1335, aux.loss_ce: 0.2167, aux.acc_seg: 80.4985, loss: 0.6090 2024-03-04 10:56:38,425 - mmseg - INFO - Iter [28650/160000] lr: 2.827e-05, eta: 23:11:06, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3837, decode.acc_seg: 85.1295, aux.loss_ce: 0.2095, aux.acc_seg: 80.7323, loss: 0.5933 2024-03-04 10:57:09,088 - mmseg - INFO - Iter [28700/160000] lr: 2.826e-05, eta: 23:10:29, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4134, decode.acc_seg: 84.0188, aux.loss_ce: 0.2193, aux.acc_seg: 80.0272, loss: 0.6327 2024-03-04 10:57:39,794 - mmseg - INFO - Iter [28750/160000] lr: 2.825e-05, eta: 23:09:52, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.4104, decode.acc_seg: 84.1684, aux.loss_ce: 0.2215, aux.acc_seg: 79.6837, loss: 0.6319 2024-03-04 10:58:10,677 - mmseg - INFO - Iter [28800/160000] lr: 2.824e-05, eta: 23:09:16, time: 0.618, data_time: 0.014, memory: 7582, decode.loss_ce: 0.4046, decode.acc_seg: 83.8405, aux.loss_ce: 0.2218, aux.acc_seg: 79.2254, loss: 0.6263 2024-03-04 10:58:41,352 - mmseg - INFO - Iter [28850/160000] lr: 2.823e-05, eta: 23:08:40, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3925, decode.acc_seg: 83.7149, aux.loss_ce: 0.2175, aux.acc_seg: 79.0366, loss: 0.6100 2024-03-04 10:59:12,163 - mmseg - INFO - Iter [28900/160000] lr: 2.822e-05, eta: 23:08:04, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3930, decode.acc_seg: 84.6744, aux.loss_ce: 0.2175, aux.acc_seg: 80.2407, loss: 0.6105 2024-03-04 10:59:42,808 - mmseg - INFO - Iter [28950/160000] lr: 2.821e-05, eta: 23:07:27, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4094, decode.acc_seg: 83.6825, aux.loss_ce: 0.2314, aux.acc_seg: 78.6861, loss: 0.6408 2024-03-04 11:00:13,448 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:00:13,449 - mmseg - INFO - Iter [29000/160000] lr: 2.820e-05, eta: 23:06:50, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4196, decode.acc_seg: 83.7057, aux.loss_ce: 0.2289, aux.acc_seg: 78.9197, loss: 0.6485 2024-03-04 11:00:47,045 - mmseg - INFO - Iter [29050/160000] lr: 2.819e-05, eta: 23:06:27, time: 0.672, data_time: 0.060, memory: 7582, decode.loss_ce: 0.4030, decode.acc_seg: 83.8753, aux.loss_ce: 0.2248, aux.acc_seg: 79.0490, loss: 0.6278 2024-03-04 11:01:17,773 - mmseg - INFO - Iter [29100/160000] lr: 2.817e-05, eta: 23:05:50, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3845, decode.acc_seg: 84.9146, aux.loss_ce: 0.2195, aux.acc_seg: 79.9783, loss: 0.6040 2024-03-04 11:01:48,419 - mmseg - INFO - Iter [29150/160000] lr: 2.816e-05, eta: 23:05:13, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3507, decode.acc_seg: 86.1778, aux.loss_ce: 0.2032, aux.acc_seg: 81.1653, loss: 0.5539 2024-03-04 11:02:18,987 - mmseg - INFO - Iter [29200/160000] lr: 2.815e-05, eta: 23:04:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3462, decode.acc_seg: 86.2506, aux.loss_ce: 0.1999, aux.acc_seg: 81.2024, loss: 0.5461 2024-03-04 11:02:49,650 - mmseg - INFO - Iter [29250/160000] lr: 2.814e-05, eta: 23:04:00, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3621, decode.acc_seg: 85.7219, aux.loss_ce: 0.2070, aux.acc_seg: 81.0346, loss: 0.5690 2024-03-04 11:03:20,379 - mmseg - INFO - Iter [29300/160000] lr: 2.813e-05, eta: 23:03:23, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3675, decode.acc_seg: 85.8645, aux.loss_ce: 0.2063, aux.acc_seg: 81.2821, loss: 0.5738 2024-03-04 11:03:50,947 - mmseg - INFO - Iter [29350/160000] lr: 2.812e-05, eta: 23:02:46, time: 0.611, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3989, decode.acc_seg: 84.0301, aux.loss_ce: 0.2164, aux.acc_seg: 79.6630, loss: 0.6153 2024-03-04 11:04:21,549 - mmseg - INFO - Iter [29400/160000] lr: 2.811e-05, eta: 23:02:09, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3522, decode.acc_seg: 86.0857, aux.loss_ce: 0.1960, aux.acc_seg: 81.4732, loss: 0.5482 2024-03-04 11:04:52,099 - mmseg - INFO - Iter [29450/160000] lr: 2.810e-05, eta: 23:01:32, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3754, decode.acc_seg: 85.4466, aux.loss_ce: 0.2117, aux.acc_seg: 80.4270, loss: 0.5871 2024-03-04 11:05:22,709 - mmseg - INFO - Iter [29500/160000] lr: 2.809e-05, eta: 23:00:56, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3721, decode.acc_seg: 84.9560, aux.loss_ce: 0.2129, aux.acc_seg: 79.9630, loss: 0.5850 2024-03-04 11:05:53,307 - mmseg - INFO - Iter [29550/160000] lr: 2.808e-05, eta: 23:00:19, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3645, decode.acc_seg: 85.1979, aux.loss_ce: 0.2072, aux.acc_seg: 80.6440, loss: 0.5717 2024-03-04 11:06:24,136 - mmseg - INFO - Iter [29600/160000] lr: 2.807e-05, eta: 22:59:43, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3685, decode.acc_seg: 85.6676, aux.loss_ce: 0.2035, aux.acc_seg: 81.3186, loss: 0.5720 2024-03-04 11:06:54,834 - mmseg - INFO - Iter [29650/160000] lr: 2.806e-05, eta: 22:59:07, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3807, decode.acc_seg: 84.8746, aux.loss_ce: 0.2148, aux.acc_seg: 80.3403, loss: 0.5955 2024-03-04 11:07:25,624 - mmseg - INFO - Iter [29700/160000] lr: 2.805e-05, eta: 22:58:31, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.3626, decode.acc_seg: 85.4556, aux.loss_ce: 0.1970, aux.acc_seg: 81.2850, loss: 0.5596 2024-03-04 11:07:56,181 - mmseg - INFO - Iter [29750/160000] lr: 2.803e-05, eta: 22:57:54, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3702, decode.acc_seg: 85.7100, aux.loss_ce: 0.2042, aux.acc_seg: 81.1183, loss: 0.5744 2024-03-04 11:08:26,616 - mmseg - INFO - Iter [29800/160000] lr: 2.802e-05, eta: 22:57:16, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3764, decode.acc_seg: 85.0653, aux.loss_ce: 0.2102, aux.acc_seg: 80.2848, loss: 0.5866 2024-03-04 11:08:57,403 - mmseg - INFO - Iter [29850/160000] lr: 2.801e-05, eta: 22:56:40, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3726, decode.acc_seg: 84.9511, aux.loss_ce: 0.2040, aux.acc_seg: 80.6575, loss: 0.5766 2024-03-04 11:09:28,029 - mmseg - INFO - Iter [29900/160000] lr: 2.800e-05, eta: 22:56:04, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3856, decode.acc_seg: 84.7852, aux.loss_ce: 0.2157, aux.acc_seg: 80.1104, loss: 0.6012 2024-03-04 11:09:58,721 - mmseg - INFO - Iter [29950/160000] lr: 2.799e-05, eta: 22:55:28, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3766, decode.acc_seg: 85.1753, aux.loss_ce: 0.2088, aux.acc_seg: 80.8764, loss: 0.5854 2024-03-04 11:10:29,320 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:10:29,320 - mmseg - INFO - Iter [30000/160000] lr: 2.798e-05, eta: 22:54:51, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3753, decode.acc_seg: 84.8879, aux.loss_ce: 0.2056, aux.acc_seg: 80.7140, loss: 0.5809 2024-03-04 11:10:59,824 - mmseg - INFO - Iter [30050/160000] lr: 2.797e-05, eta: 22:54:14, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3788, decode.acc_seg: 84.9828, aux.loss_ce: 0.2064, aux.acc_seg: 80.6473, loss: 0.5853 2024-03-04 11:11:30,421 - mmseg - INFO - Iter [30100/160000] lr: 2.796e-05, eta: 22:53:37, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3674, decode.acc_seg: 85.4575, aux.loss_ce: 0.2060, aux.acc_seg: 80.7183, loss: 0.5734 2024-03-04 11:12:01,330 - mmseg - INFO - Iter [30150/160000] lr: 2.795e-05, eta: 22:53:02, time: 0.618, data_time: 0.016, memory: 7582, decode.loss_ce: 0.3907, decode.acc_seg: 84.7408, aux.loss_ce: 0.2162, aux.acc_seg: 80.0031, loss: 0.6069 2024-03-04 11:12:31,960 - mmseg - INFO - Iter [30200/160000] lr: 2.794e-05, eta: 22:52:26, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3902, decode.acc_seg: 84.8903, aux.loss_ce: 0.2178, aux.acc_seg: 80.1033, loss: 0.6080 2024-03-04 11:13:02,629 - mmseg - INFO - Iter [30250/160000] lr: 2.793e-05, eta: 22:51:50, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3775, decode.acc_seg: 84.7082, aux.loss_ce: 0.2135, aux.acc_seg: 80.1624, loss: 0.5910 2024-03-04 11:13:33,196 - mmseg - INFO - Iter [30300/160000] lr: 2.792e-05, eta: 22:51:13, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3926, decode.acc_seg: 84.2065, aux.loss_ce: 0.2225, aux.acc_seg: 79.3144, loss: 0.6151 2024-03-04 11:14:06,882 - mmseg - INFO - Iter [30350/160000] lr: 2.791e-05, eta: 22:50:50, time: 0.674, data_time: 0.064, memory: 7582, decode.loss_ce: 0.3601, decode.acc_seg: 85.7270, aux.loss_ce: 0.2053, aux.acc_seg: 80.7367, loss: 0.5654 2024-03-04 11:14:37,551 - mmseg - INFO - Iter [30400/160000] lr: 2.789e-05, eta: 22:50:13, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3478, decode.acc_seg: 86.2179, aux.loss_ce: 0.1970, aux.acc_seg: 81.4616, loss: 0.5448 2024-03-04 11:15:08,057 - mmseg - INFO - Iter [30450/160000] lr: 2.788e-05, eta: 22:49:37, time: 0.610, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3373, decode.acc_seg: 86.2734, aux.loss_ce: 0.1968, aux.acc_seg: 81.2044, loss: 0.5342 2024-03-04 11:15:38,767 - mmseg - INFO - Iter [30500/160000] lr: 2.787e-05, eta: 22:49:01, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3459, decode.acc_seg: 86.6289, aux.loss_ce: 0.1983, aux.acc_seg: 81.6708, loss: 0.5442 2024-03-04 11:16:09,358 - mmseg - INFO - Iter [30550/160000] lr: 2.786e-05, eta: 22:48:24, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3692, decode.acc_seg: 85.6075, aux.loss_ce: 0.2117, aux.acc_seg: 80.7644, loss: 0.5809 2024-03-04 11:16:40,088 - mmseg - INFO - Iter [30600/160000] lr: 2.785e-05, eta: 22:47:48, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3552, decode.acc_seg: 85.9007, aux.loss_ce: 0.2016, aux.acc_seg: 81.2357, loss: 0.5568 2024-03-04 11:17:10,756 - mmseg - INFO - Iter [30650/160000] lr: 2.784e-05, eta: 22:47:12, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3515, decode.acc_seg: 85.8644, aux.loss_ce: 0.1979, aux.acc_seg: 81.1957, loss: 0.5494 2024-03-04 11:17:41,386 - mmseg - INFO - Iter [30700/160000] lr: 2.783e-05, eta: 22:46:36, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3593, decode.acc_seg: 85.9026, aux.loss_ce: 0.2076, aux.acc_seg: 80.5222, loss: 0.5669 2024-03-04 11:18:12,518 - mmseg - INFO - Iter [30750/160000] lr: 2.782e-05, eta: 22:46:02, time: 0.623, data_time: 0.015, memory: 7582, decode.loss_ce: 0.3567, decode.acc_seg: 85.8739, aux.loss_ce: 0.2092, aux.acc_seg: 80.4152, loss: 0.5660 2024-03-04 11:18:43,187 - mmseg - INFO - Iter [30800/160000] lr: 2.781e-05, eta: 22:45:26, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3563, decode.acc_seg: 86.2595, aux.loss_ce: 0.2049, aux.acc_seg: 81.4060, loss: 0.5612 2024-03-04 11:19:13,728 - mmseg - INFO - Iter [30850/160000] lr: 2.780e-05, eta: 22:44:49, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3476, decode.acc_seg: 86.4136, aux.loss_ce: 0.2027, aux.acc_seg: 81.2152, loss: 0.5503 2024-03-04 11:19:44,535 - mmseg - INFO - Iter [30900/160000] lr: 2.779e-05, eta: 22:44:14, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3666, decode.acc_seg: 85.3163, aux.loss_ce: 0.2049, aux.acc_seg: 80.7373, loss: 0.5715 2024-03-04 11:20:14,970 - mmseg - INFO - Iter [30950/160000] lr: 2.778e-05, eta: 22:43:37, time: 0.609, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3663, decode.acc_seg: 85.5983, aux.loss_ce: 0.2087, aux.acc_seg: 80.5901, loss: 0.5750 2024-03-04 11:20:45,668 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:20:45,669 - mmseg - INFO - Iter [31000/160000] lr: 2.777e-05, eta: 22:43:01, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3689, decode.acc_seg: 85.3980, aux.loss_ce: 0.2149, aux.acc_seg: 80.1986, loss: 0.5838 2024-03-04 11:21:16,472 - mmseg - INFO - Iter [31050/160000] lr: 2.775e-05, eta: 22:42:25, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3762, decode.acc_seg: 85.6095, aux.loss_ce: 0.2141, aux.acc_seg: 80.9070, loss: 0.5903 2024-03-04 11:21:46,998 - mmseg - INFO - Iter [31100/160000] lr: 2.774e-05, eta: 22:41:49, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3708, decode.acc_seg: 85.5319, aux.loss_ce: 0.2114, aux.acc_seg: 80.6306, loss: 0.5822 2024-03-04 11:22:17,386 - mmseg - INFO - Iter [31150/160000] lr: 2.773e-05, eta: 22:41:12, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3798, decode.acc_seg: 84.5999, aux.loss_ce: 0.2110, aux.acc_seg: 80.1911, loss: 0.5908 2024-03-04 11:22:48,109 - mmseg - INFO - Iter [31200/160000] lr: 2.772e-05, eta: 22:40:36, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3524, decode.acc_seg: 85.9634, aux.loss_ce: 0.1972, aux.acc_seg: 81.7797, loss: 0.5496 2024-03-04 11:23:18,937 - mmseg - INFO - Iter [31250/160000] lr: 2.771e-05, eta: 22:40:01, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3678, decode.acc_seg: 85.4142, aux.loss_ce: 0.2064, aux.acc_seg: 80.7214, loss: 0.5742 2024-03-04 11:23:49,591 - mmseg - INFO - Iter [31300/160000] lr: 2.770e-05, eta: 22:39:25, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3701, decode.acc_seg: 85.1173, aux.loss_ce: 0.2076, aux.acc_seg: 80.4787, loss: 0.5777 2024-03-04 11:24:20,220 - mmseg - INFO - Iter [31350/160000] lr: 2.769e-05, eta: 22:38:49, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3634, decode.acc_seg: 85.6181, aux.loss_ce: 0.2010, aux.acc_seg: 81.0522, loss: 0.5644 2024-03-04 11:24:50,853 - mmseg - INFO - Iter [31400/160000] lr: 2.768e-05, eta: 22:38:13, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3748, decode.acc_seg: 85.4380, aux.loss_ce: 0.2114, aux.acc_seg: 80.4196, loss: 0.5862 2024-03-04 11:25:21,598 - mmseg - INFO - Iter [31450/160000] lr: 2.767e-05, eta: 22:37:37, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3862, decode.acc_seg: 85.2719, aux.loss_ce: 0.2096, aux.acc_seg: 80.8631, loss: 0.5959 2024-03-04 11:25:52,281 - mmseg - INFO - Iter [31500/160000] lr: 2.766e-05, eta: 22:37:01, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3830, decode.acc_seg: 84.4786, aux.loss_ce: 0.2126, aux.acc_seg: 80.1681, loss: 0.5956 2024-03-04 11:26:23,158 - mmseg - INFO - Iter [31550/160000] lr: 2.765e-05, eta: 22:36:26, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3573, decode.acc_seg: 85.6583, aux.loss_ce: 0.2050, aux.acc_seg: 80.7668, loss: 0.5623 2024-03-04 11:26:56,977 - mmseg - INFO - Iter [31600/160000] lr: 2.764e-05, eta: 22:36:03, time: 0.676, data_time: 0.058, memory: 7582, decode.loss_ce: 0.3532, decode.acc_seg: 86.0165, aux.loss_ce: 0.1994, aux.acc_seg: 81.5057, loss: 0.5526 2024-03-04 11:27:27,562 - mmseg - INFO - Iter [31650/160000] lr: 2.763e-05, eta: 22:35:27, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3508, decode.acc_seg: 85.7440, aux.loss_ce: 0.1955, aux.acc_seg: 81.0836, loss: 0.5463 2024-03-04 11:27:58,097 - mmseg - INFO - Iter [31700/160000] lr: 2.761e-05, eta: 22:34:51, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3531, decode.acc_seg: 86.0035, aux.loss_ce: 0.2046, aux.acc_seg: 81.2185, loss: 0.5576 2024-03-04 11:28:28,694 - mmseg - INFO - Iter [31750/160000] lr: 2.760e-05, eta: 22:34:15, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3416, decode.acc_seg: 86.3109, aux.loss_ce: 0.2007, aux.acc_seg: 81.2064, loss: 0.5423 2024-03-04 11:28:59,557 - mmseg - INFO - Iter [31800/160000] lr: 2.759e-05, eta: 22:33:40, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3570, decode.acc_seg: 85.7625, aux.loss_ce: 0.2015, aux.acc_seg: 81.1960, loss: 0.5585 2024-03-04 11:29:30,205 - mmseg - INFO - Iter [31850/160000] lr: 2.758e-05, eta: 22:33:04, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3454, decode.acc_seg: 86.4429, aux.loss_ce: 0.2014, aux.acc_seg: 81.1514, loss: 0.5468 2024-03-04 11:30:00,776 - mmseg - INFO - Iter [31900/160000] lr: 2.757e-05, eta: 22:32:28, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3630, decode.acc_seg: 85.3458, aux.loss_ce: 0.2059, aux.acc_seg: 80.4687, loss: 0.5689 2024-03-04 11:30:31,429 - mmseg - INFO - Iter [31950/160000] lr: 2.756e-05, eta: 22:31:52, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3423, decode.acc_seg: 86.5195, aux.loss_ce: 0.1991, aux.acc_seg: 81.3187, loss: 0.5415 2024-03-04 11:31:02,093 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:31:02,093 - mmseg - INFO - Iter [32000/160000] lr: 2.755e-05, eta: 22:31:17, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3491, decode.acc_seg: 86.1581, aux.loss_ce: 0.2067, aux.acc_seg: 80.7265, loss: 0.5558 2024-03-04 11:33:35,141 - mmseg - INFO - per class results: 2024-03-04 11:33:35,149 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 75.26 | 86.65 | | building | 80.56 | 89.94 | | sky | 93.94 | 97.89 | | floor | 79.79 | 88.16 | | tree | 73.14 | 88.24 | | ceiling | 80.86 | 91.64 | | road | 80.73 | 91.26 | | bed | 87.57 | 94.07 | | windowpane | 60.6 | 75.91 | | grass | 67.77 | 78.84 | | cabinet | 56.17 | 72.75 | | sidewalk | 62.89 | 75.48 | | person | 80.1 | 92.39 | | earth | 32.67 | 45.18 | | door | 41.62 | 54.87 | | table | 54.31 | 72.78 | | mountain | 55.6 | 66.12 | | plant | 50.69 | 63.61 | | curtain | 71.47 | 84.05 | | chair | 54.6 | 69.13 | | car | 82.36 | 89.42 | | water | 46.74 | 59.58 | | painting | 71.92 | 84.97 | | sofa | 62.42 | 83.45 | | shelf | 38.21 | 62.62 | | house | 39.16 | 67.33 | | sea | 44.18 | 70.6 | | mirror | 59.16 | 66.74 | | rug | 56.37 | 73.23 | | field | 34.17 | 60.83 | | armchair | 38.75 | 51.94 | | seat | 62.22 | 78.97 | | fence | 41.87 | 57.56 | | desk | 44.91 | 61.03 | | rock | 46.55 | 67.46 | | wardrobe | 45.38 | 70.16 | | lamp | 58.13 | 74.89 | | bathtub | 74.63 | 82.71 | | railing | 35.03 | 49.33 | | cushion | 51.48 | 58.87 | | base | 18.14 | 28.72 | | box | 21.7 | 25.57 | | column | 42.22 | 55.21 | | signboard | 35.77 | 45.71 | | chest of drawers | 45.32 | 63.3 | | counter | 13.45 | 16.45 | | sand | 36.64 | 48.15 | | sink | 65.61 | 77.18 | | skyscraper | 53.05 | 67.79 | | fireplace | 68.09 | 91.66 | | refrigerator | 69.94 | 83.06 | | grandstand | 43.12 | 63.53 | | path | 20.17 | 26.83 | | stairs | 27.89 | 32.6 | | runway | 62.15 | 84.59 | | case | 44.1 | 48.1 | | pool table | 91.26 | 96.55 | | pillow | 53.04 | 64.41 | | screen door | 58.02 | 82.33 | | stairway | 27.75 | 39.65 | | river | 11.04 | 25.25 | | bridge | 45.07 | 51.91 | | bookcase | 34.52 | 44.34 | | blind | 42.98 | 52.92 | | coffee table | 49.85 | 85.49 | | toilet | 78.73 | 89.68 | | flower | 33.03 | 50.08 | | book | 45.67 | 65.48 | | hill | 5.92 | 7.95 | | bench | 42.82 | 51.2 | | countertop | 50.0 | 66.76 | | stove | 71.46 | 82.54 | | palm | 47.97 | 75.14 | | kitchen island | 36.17 | 73.12 | | computer | 58.79 | 78.27 | | swivel chair | 44.29 | 65.09 | | boat | 37.36 | 59.07 | | bar | 14.99 | 21.47 | | arcade machine | 38.27 | 42.0 | | hovel | 27.81 | 35.37 | | bus | 72.61 | 94.88 | | towel | 59.8 | 79.75 | | light | 51.39 | 59.32 | | truck | 10.98 | 16.45 | | tower | 41.3 | 53.14 | | chandelier | 60.46 | 86.91 | | awning | 21.31 | 40.95 | | streetlight | 21.1 | 27.65 | | booth | 42.04 | 42.48 | | television receiver | 59.5 | 71.97 | | airplane | 51.71 | 63.87 | | dirt track | 2.77 | 6.29 | | apparel | 34.36 | 47.14 | | pole | 8.46 | 9.61 | | land | 0.43 | 0.69 | | bannister | 12.99 | 18.54 | | escalator | 29.99 | 39.77 | | ottoman | 41.49 | 55.95 | | bottle | 35.55 | 56.06 | | buffet | 38.98 | 47.1 | | poster | 24.01 | 32.37 | | stage | 12.63 | 22.25 | | van | 38.97 | 48.16 | | ship | 57.86 | 81.6 | | fountain | 17.2 | 17.92 | | conveyer belt | 74.39 | 85.69 | | canopy | 23.19 | 42.62 | | washer | 67.7 | 73.18 | | plaything | 25.22 | 48.33 | | swimming pool | 43.55 | 58.26 | | stool | 30.63 | 48.52 | | barrel | 45.07 | 52.36 | | basket | 26.6 | 36.96 | | waterfall | 68.64 | 85.87 | | tent | 69.91 | 99.46 | | bag | 12.71 | 15.84 | | minibike | 72.47 | 84.18 | | cradle | 73.46 | 97.98 | | oven | 34.18 | 58.67 | | ball | 48.11 | 58.55 | | food | 35.2 | 38.29 | | step | 3.93 | 4.44 | | tank | 32.64 | 39.05 | | trade name | 27.31 | 35.55 | | microwave | 54.29 | 62.46 | | pot | 38.53 | 45.48 | | animal | 64.43 | 68.23 | | bicycle | 54.16 | 66.18 | | lake | 32.35 | 38.58 | | dishwasher | 55.31 | 64.65 | | screen | 60.88 | 85.47 | | blanket | 2.41 | 2.58 | | sculpture | 53.19 | 69.99 | | hood | 53.26 | 69.32 | | sconce | 29.71 | 36.0 | | vase | 30.7 | 47.15 | | traffic light | 23.21 | 51.85 | | tray | 1.82 | 2.31 | | ashcan | 34.5 | 50.56 | | fan | 52.6 | 77.09 | | pier | 27.63 | 33.77 | | crt screen | 6.58 | 22.7 | | plate | 48.03 | 59.6 | | monitor | 1.79 | 2.44 | | bulletin board | 44.62 | 50.13 | | shower | 0.0 | 0.0 | | radiator | 46.84 | 63.81 | | glass | 8.62 | 9.18 | | clock | 35.16 | 39.67 | | flag | 38.95 | 45.5 | +---------------------+-------+-------+ 2024-03-04 11:33:35,150 - mmseg - INFO - Summary: 2024-03-04 11:33:35,150 - mmseg - INFO - +-------+-------+------+ | aAcc | mIoU | mAcc | +-------+-------+------+ | 81.13 | 44.34 | 57.1 | +-------+-------+------+ 2024-03-04 11:33:35,160 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:33:35,160 - mmseg - INFO - Iter(val) [500] aAcc: 0.8113, mIoU: 0.4434, mAcc: 0.5710, IoU.wall: 0.7526, IoU.building: 0.8056, IoU.sky: 0.9394, IoU.floor: 0.7979, IoU.tree: 0.7314, IoU.ceiling: 0.8086, IoU.road: 0.8073, IoU.bed : 0.8757, IoU.windowpane: 0.6060, IoU.grass: 0.6777, IoU.cabinet: 0.5617, IoU.sidewalk: 0.6289, IoU.person: 0.8010, IoU.earth: 0.3267, IoU.door: 0.4162, IoU.table: 0.5431, IoU.mountain: 0.5560, IoU.plant: 0.5069, IoU.curtain: 0.7147, IoU.chair: 0.5460, IoU.car: 0.8236, IoU.water: 0.4674, IoU.painting: 0.7192, IoU.sofa: 0.6242, IoU.shelf: 0.3821, IoU.house: 0.3916, IoU.sea: 0.4418, IoU.mirror: 0.5916, IoU.rug: 0.5637, IoU.field: 0.3417, IoU.armchair: 0.3875, IoU.seat: 0.6222, IoU.fence: 0.4187, IoU.desk: 0.4491, IoU.rock: 0.4655, IoU.wardrobe: 0.4538, IoU.lamp: 0.5813, IoU.bathtub: 0.7463, IoU.railing: 0.3503, IoU.cushion: 0.5148, IoU.base: 0.1814, IoU.box: 0.2170, IoU.column: 0.4222, IoU.signboard: 0.3577, IoU.chest of drawers: 0.4532, IoU.counter: 0.1345, IoU.sand: 0.3664, IoU.sink: 0.6561, IoU.skyscraper: 0.5305, IoU.fireplace: 0.6809, IoU.refrigerator: 0.6994, IoU.grandstand: 0.4312, IoU.path: 0.2017, IoU.stairs: 0.2789, IoU.runway: 0.6215, IoU.case: 0.4410, IoU.pool table: 0.9126, IoU.pillow: 0.5304, IoU.screen door: 0.5802, IoU.stairway: 0.2775, IoU.river: 0.1104, IoU.bridge: 0.4507, IoU.bookcase: 0.3452, IoU.blind: 0.4298, IoU.coffee table: 0.4985, IoU.toilet: 0.7873, IoU.flower: 0.3303, IoU.book: 0.4567, IoU.hill: 0.0592, IoU.bench: 0.4282, IoU.countertop: 0.5000, IoU.stove: 0.7146, IoU.palm: 0.4797, IoU.kitchen island: 0.3617, IoU.computer: 0.5879, IoU.swivel chair: 0.4429, IoU.boat: 0.3736, IoU.bar: 0.1499, IoU.arcade machine: 0.3827, IoU.hovel: 0.2781, IoU.bus: 0.7261, IoU.towel: 0.5980, IoU.light: 0.5139, IoU.truck: 0.1098, IoU.tower: 0.4130, IoU.chandelier: 0.6046, IoU.awning: 0.2131, IoU.streetlight: 0.2110, IoU.booth: 0.4204, IoU.television receiver: 0.5950, IoU.airplane: 0.5171, IoU.dirt track: 0.0277, IoU.apparel: 0.3436, IoU.pole: 0.0846, IoU.land: 0.0043, IoU.bannister: 0.1299, IoU.escalator: 0.2999, IoU.ottoman: 0.4149, IoU.bottle: 0.3555, IoU.buffet: 0.3898, IoU.poster: 0.2401, IoU.stage: 0.1263, IoU.van: 0.3897, IoU.ship: 0.5786, IoU.fountain: 0.1720, IoU.conveyer belt: 0.7439, IoU.canopy: 0.2319, IoU.washer: 0.6770, IoU.plaything: 0.2522, IoU.swimming pool: 0.4355, IoU.stool: 0.3063, IoU.barrel: 0.4507, IoU.basket: 0.2660, IoU.waterfall: 0.6864, IoU.tent: 0.6991, IoU.bag: 0.1271, IoU.minibike: 0.7247, IoU.cradle: 0.7346, IoU.oven: 0.3418, IoU.ball: 0.4811, IoU.food: 0.3520, IoU.step: 0.0393, IoU.tank: 0.3264, IoU.trade name: 0.2731, IoU.microwave: 0.5429, IoU.pot: 0.3853, IoU.animal: 0.6443, IoU.bicycle: 0.5416, IoU.lake: 0.3235, IoU.dishwasher: 0.5531, IoU.screen: 0.6088, IoU.blanket: 0.0241, IoU.sculpture: 0.5319, IoU.hood: 0.5326, IoU.sconce: 0.2971, IoU.vase: 0.3070, IoU.traffic light: 0.2321, IoU.tray: 0.0182, IoU.ashcan: 0.3450, IoU.fan: 0.5260, IoU.pier: 0.2763, IoU.crt screen: 0.0658, IoU.plate: 0.4803, IoU.monitor: 0.0179, IoU.bulletin board: 0.4462, IoU.shower: 0.0000, IoU.radiator: 0.4684, IoU.glass: 0.0862, IoU.clock: 0.3516, IoU.flag: 0.3895, Acc.wall: 0.8665, Acc.building: 0.8994, Acc.sky: 0.9789, Acc.floor: 0.8816, Acc.tree: 0.8824, Acc.ceiling: 0.9164, Acc.road: 0.9126, Acc.bed : 0.9407, Acc.windowpane: 0.7591, Acc.grass: 0.7884, Acc.cabinet: 0.7275, Acc.sidewalk: 0.7548, Acc.person: 0.9239, Acc.earth: 0.4518, Acc.door: 0.5487, Acc.table: 0.7278, Acc.mountain: 0.6612, Acc.plant: 0.6361, Acc.curtain: 0.8405, Acc.chair: 0.6913, Acc.car: 0.8942, Acc.water: 0.5958, Acc.painting: 0.8497, Acc.sofa: 0.8345, Acc.shelf: 0.6262, Acc.house: 0.6733, Acc.sea: 0.7060, Acc.mirror: 0.6674, Acc.rug: 0.7323, Acc.field: 0.6083, Acc.armchair: 0.5194, Acc.seat: 0.7897, Acc.fence: 0.5756, Acc.desk: 0.6103, Acc.rock: 0.6746, Acc.wardrobe: 0.7016, Acc.lamp: 0.7489, Acc.bathtub: 0.8271, Acc.railing: 0.4933, Acc.cushion: 0.5887, Acc.base: 0.2872, Acc.box: 0.2557, Acc.column: 0.5521, Acc.signboard: 0.4571, Acc.chest of drawers: 0.6330, Acc.counter: 0.1645, Acc.sand: 0.4815, Acc.sink: 0.7718, Acc.skyscraper: 0.6779, Acc.fireplace: 0.9166, Acc.refrigerator: 0.8306, Acc.grandstand: 0.6353, Acc.path: 0.2683, Acc.stairs: 0.3260, Acc.runway: 0.8459, Acc.case: 0.4810, Acc.pool table: 0.9655, Acc.pillow: 0.6441, Acc.screen door: 0.8233, Acc.stairway: 0.3965, Acc.river: 0.2525, Acc.bridge: 0.5191, Acc.bookcase: 0.4434, Acc.blind: 0.5292, Acc.coffee table: 0.8549, Acc.toilet: 0.8968, Acc.flower: 0.5008, Acc.book: 0.6548, Acc.hill: 0.0795, Acc.bench: 0.5120, Acc.countertop: 0.6676, Acc.stove: 0.8254, Acc.palm: 0.7514, Acc.kitchen island: 0.7312, Acc.computer: 0.7827, Acc.swivel chair: 0.6509, Acc.boat: 0.5907, Acc.bar: 0.2147, Acc.arcade machine: 0.4200, Acc.hovel: 0.3537, Acc.bus: 0.9488, Acc.towel: 0.7975, Acc.light: 0.5932, Acc.truck: 0.1645, Acc.tower: 0.5314, Acc.chandelier: 0.8691, Acc.awning: 0.4095, Acc.streetlight: 0.2765, Acc.booth: 0.4248, Acc.television receiver: 0.7197, Acc.airplane: 0.6387, Acc.dirt track: 0.0629, Acc.apparel: 0.4714, Acc.pole: 0.0961, Acc.land: 0.0069, Acc.bannister: 0.1854, Acc.escalator: 0.3977, Acc.ottoman: 0.5595, Acc.bottle: 0.5606, Acc.buffet: 0.4710, Acc.poster: 0.3237, Acc.stage: 0.2225, Acc.van: 0.4816, Acc.ship: 0.8160, Acc.fountain: 0.1792, Acc.conveyer belt: 0.8569, Acc.canopy: 0.4262, Acc.washer: 0.7318, Acc.plaything: 0.4833, Acc.swimming pool: 0.5826, Acc.stool: 0.4852, Acc.barrel: 0.5236, Acc.basket: 0.3696, Acc.waterfall: 0.8587, Acc.tent: 0.9946, Acc.bag: 0.1584, Acc.minibike: 0.8418, Acc.cradle: 0.9798, Acc.oven: 0.5867, Acc.ball: 0.5855, Acc.food: 0.3829, Acc.step: 0.0444, Acc.tank: 0.3905, Acc.trade name: 0.3555, Acc.microwave: 0.6246, Acc.pot: 0.4548, Acc.animal: 0.6823, Acc.bicycle: 0.6618, Acc.lake: 0.3858, Acc.dishwasher: 0.6465, Acc.screen: 0.8547, Acc.blanket: 0.0258, Acc.sculpture: 0.6999, Acc.hood: 0.6932, Acc.sconce: 0.3600, Acc.vase: 0.4715, Acc.traffic light: 0.5185, Acc.tray: 0.0231, Acc.ashcan: 0.5056, Acc.fan: 0.7709, Acc.pier: 0.3377, Acc.crt screen: 0.2270, Acc.plate: 0.5960, Acc.monitor: 0.0244, Acc.bulletin board: 0.5013, Acc.shower: 0.0000, Acc.radiator: 0.6381, Acc.glass: 0.0918, Acc.clock: 0.3967, Acc.flag: 0.4550 2024-03-04 11:34:05,887 - mmseg - INFO - Iter [32050/160000] lr: 2.754e-05, eta: 22:40:52, time: 3.676, data_time: 3.070, memory: 7582, decode.loss_ce: 0.3617, decode.acc_seg: 85.9516, aux.loss_ce: 0.1979, aux.acc_seg: 81.6981, loss: 0.5595 2024-03-04 11:34:36,509 - mmseg - INFO - Iter [32100/160000] lr: 2.753e-05, eta: 22:40:15, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3626, decode.acc_seg: 85.5366, aux.loss_ce: 0.2035, aux.acc_seg: 81.0503, loss: 0.5661 2024-03-04 11:35:07,092 - mmseg - INFO - Iter [32150/160000] lr: 2.752e-05, eta: 22:39:38, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3587, decode.acc_seg: 85.4875, aux.loss_ce: 0.1983, aux.acc_seg: 81.3273, loss: 0.5570 2024-03-04 11:35:37,610 - mmseg - INFO - Iter [32200/160000] lr: 2.751e-05, eta: 22:39:01, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3713, decode.acc_seg: 85.4123, aux.loss_ce: 0.2138, aux.acc_seg: 80.5173, loss: 0.5851 2024-03-04 11:36:08,088 - mmseg - INFO - Iter [32250/160000] lr: 2.750e-05, eta: 22:38:23, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3910, decode.acc_seg: 84.7463, aux.loss_ce: 0.2143, aux.acc_seg: 79.8135, loss: 0.6053 2024-03-04 11:36:38,635 - mmseg - INFO - Iter [32300/160000] lr: 2.749e-05, eta: 22:37:46, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3588, decode.acc_seg: 86.5266, aux.loss_ce: 0.2014, aux.acc_seg: 81.8039, loss: 0.5601 2024-03-04 11:37:09,231 - mmseg - INFO - Iter [32350/160000] lr: 2.747e-05, eta: 22:37:09, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3754, decode.acc_seg: 85.3788, aux.loss_ce: 0.2020, aux.acc_seg: 81.4466, loss: 0.5774 2024-03-04 11:37:39,899 - mmseg - INFO - Iter [32400/160000] lr: 2.746e-05, eta: 22:36:32, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3775, decode.acc_seg: 85.1730, aux.loss_ce: 0.2074, aux.acc_seg: 80.5915, loss: 0.5849 2024-03-04 11:38:10,693 - mmseg - INFO - Iter [32450/160000] lr: 2.745e-05, eta: 22:35:56, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3813, decode.acc_seg: 84.9084, aux.loss_ce: 0.2119, aux.acc_seg: 80.3825, loss: 0.5933 2024-03-04 11:38:41,449 - mmseg - INFO - Iter [32500/160000] lr: 2.744e-05, eta: 22:35:19, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3765, decode.acc_seg: 85.6016, aux.loss_ce: 0.2071, aux.acc_seg: 81.1102, loss: 0.5837 2024-03-04 11:39:12,203 - mmseg - INFO - Iter [32550/160000] lr: 2.743e-05, eta: 22:34:43, time: 0.615, data_time: 0.013, memory: 7582, decode.loss_ce: 0.3534, decode.acc_seg: 86.0251, aux.loss_ce: 0.2020, aux.acc_seg: 81.1688, loss: 0.5554 2024-03-04 11:39:43,025 - mmseg - INFO - Iter [32600/160000] lr: 2.742e-05, eta: 22:34:07, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3527, decode.acc_seg: 85.8856, aux.loss_ce: 0.1924, aux.acc_seg: 81.8383, loss: 0.5451 2024-03-04 11:40:13,778 - mmseg - INFO - Iter [32650/160000] lr: 2.741e-05, eta: 22:33:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3552, decode.acc_seg: 85.9499, aux.loss_ce: 0.2093, aux.acc_seg: 80.0710, loss: 0.5646 2024-03-04 11:40:44,454 - mmseg - INFO - Iter [32700/160000] lr: 2.740e-05, eta: 22:32:54, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3731, decode.acc_seg: 85.2448, aux.loss_ce: 0.2131, aux.acc_seg: 80.1773, loss: 0.5862 2024-03-04 11:41:15,074 - mmseg - INFO - Iter [32750/160000] lr: 2.739e-05, eta: 22:32:17, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3601, decode.acc_seg: 85.6371, aux.loss_ce: 0.2031, aux.acc_seg: 80.6329, loss: 0.5632 2024-03-04 11:41:45,713 - mmseg - INFO - Iter [32800/160000] lr: 2.738e-05, eta: 22:31:41, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3435, decode.acc_seg: 85.8928, aux.loss_ce: 0.1957, aux.acc_seg: 81.4094, loss: 0.5392 2024-03-04 11:42:19,523 - mmseg - INFO - Iter [32850/160000] lr: 2.737e-05, eta: 22:31:16, time: 0.676, data_time: 0.057, memory: 7582, decode.loss_ce: 0.3686, decode.acc_seg: 85.6051, aux.loss_ce: 0.2082, aux.acc_seg: 80.9462, loss: 0.5768 2024-03-04 11:42:49,951 - mmseg - INFO - Iter [32900/160000] lr: 2.736e-05, eta: 22:30:39, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3367, decode.acc_seg: 86.8746, aux.loss_ce: 0.2010, aux.acc_seg: 81.6202, loss: 0.5377 2024-03-04 11:43:20,348 - mmseg - INFO - Iter [32950/160000] lr: 2.735e-05, eta: 22:30:01, time: 0.608, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3703, decode.acc_seg: 85.4642, aux.loss_ce: 0.2048, aux.acc_seg: 80.7321, loss: 0.5751 2024-03-04 11:43:50,937 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:43:50,938 - mmseg - INFO - Iter [33000/160000] lr: 2.733e-05, eta: 22:29:24, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3423, decode.acc_seg: 86.4112, aux.loss_ce: 0.1930, aux.acc_seg: 82.0014, loss: 0.5353 2024-03-04 11:44:21,590 - mmseg - INFO - Iter [33050/160000] lr: 2.732e-05, eta: 22:28:48, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3374, decode.acc_seg: 86.4323, aux.loss_ce: 0.1950, aux.acc_seg: 82.1633, loss: 0.5324 2024-03-04 11:44:52,181 - mmseg - INFO - Iter [33100/160000] lr: 2.731e-05, eta: 22:28:11, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3669, decode.acc_seg: 85.7163, aux.loss_ce: 0.2051, aux.acc_seg: 81.1567, loss: 0.5720 2024-03-04 11:45:22,797 - mmseg - INFO - Iter [33150/160000] lr: 2.730e-05, eta: 22:27:34, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3471, decode.acc_seg: 86.2356, aux.loss_ce: 0.1991, aux.acc_seg: 81.4888, loss: 0.5462 2024-03-04 11:45:53,394 - mmseg - INFO - Iter [33200/160000] lr: 2.729e-05, eta: 22:26:58, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3437, decode.acc_seg: 85.9493, aux.loss_ce: 0.1926, aux.acc_seg: 81.3128, loss: 0.5363 2024-03-04 11:46:24,062 - mmseg - INFO - Iter [33250/160000] lr: 2.728e-05, eta: 22:26:21, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3346, decode.acc_seg: 86.4827, aux.loss_ce: 0.1896, aux.acc_seg: 82.3156, loss: 0.5243 2024-03-04 11:46:54,727 - mmseg - INFO - Iter [33300/160000] lr: 2.727e-05, eta: 22:25:45, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3349, decode.acc_seg: 86.5321, aux.loss_ce: 0.1930, aux.acc_seg: 81.5289, loss: 0.5279 2024-03-04 11:47:25,908 - mmseg - INFO - Iter [33350/160000] lr: 2.726e-05, eta: 22:25:10, time: 0.624, data_time: 0.020, memory: 7582, decode.loss_ce: 0.3321, decode.acc_seg: 86.7549, aux.loss_ce: 0.1927, aux.acc_seg: 82.2458, loss: 0.5248 2024-03-04 11:47:56,354 - mmseg - INFO - Iter [33400/160000] lr: 2.725e-05, eta: 22:24:33, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3498, decode.acc_seg: 86.2850, aux.loss_ce: 0.1957, aux.acc_seg: 81.7585, loss: 0.5455 2024-03-04 11:48:26,897 - mmseg - INFO - Iter [33450/160000] lr: 2.724e-05, eta: 22:23:56, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3597, decode.acc_seg: 85.9123, aux.loss_ce: 0.2099, aux.acc_seg: 81.0314, loss: 0.5696 2024-03-04 11:48:57,624 - mmseg - INFO - Iter [33500/160000] lr: 2.723e-05, eta: 22:23:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3535, decode.acc_seg: 85.8751, aux.loss_ce: 0.2038, aux.acc_seg: 80.8455, loss: 0.5573 2024-03-04 11:49:28,212 - mmseg - INFO - Iter [33550/160000] lr: 2.722e-05, eta: 22:22:43, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3655, decode.acc_seg: 85.6057, aux.loss_ce: 0.2052, aux.acc_seg: 80.6063, loss: 0.5707 2024-03-04 11:49:58,733 - mmseg - INFO - Iter [33600/160000] lr: 2.721e-05, eta: 22:22:06, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3643, decode.acc_seg: 85.7934, aux.loss_ce: 0.2058, aux.acc_seg: 80.9402, loss: 0.5701 2024-03-04 11:50:29,281 - mmseg - INFO - Iter [33650/160000] lr: 2.719e-05, eta: 22:21:30, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3751, decode.acc_seg: 85.1916, aux.loss_ce: 0.2090, aux.acc_seg: 80.6707, loss: 0.5841 2024-03-04 11:51:00,004 - mmseg - INFO - Iter [33700/160000] lr: 2.718e-05, eta: 22:20:54, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3467, decode.acc_seg: 86.3071, aux.loss_ce: 0.2016, aux.acc_seg: 81.6903, loss: 0.5483 2024-03-04 11:51:30,500 - mmseg - INFO - Iter [33750/160000] lr: 2.717e-05, eta: 22:20:17, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3633, decode.acc_seg: 85.6245, aux.loss_ce: 0.2084, aux.acc_seg: 80.8906, loss: 0.5718 2024-03-04 11:52:01,200 - mmseg - INFO - Iter [33800/160000] lr: 2.716e-05, eta: 22:19:41, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3658, decode.acc_seg: 85.5992, aux.loss_ce: 0.2063, aux.acc_seg: 81.0018, loss: 0.5721 2024-03-04 11:52:31,864 - mmseg - INFO - Iter [33850/160000] lr: 2.715e-05, eta: 22:19:04, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3628, decode.acc_seg: 85.2026, aux.loss_ce: 0.2023, aux.acc_seg: 80.5559, loss: 0.5651 2024-03-04 11:53:02,602 - mmseg - INFO - Iter [33900/160000] lr: 2.714e-05, eta: 22:18:28, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3537, decode.acc_seg: 86.2182, aux.loss_ce: 0.2048, aux.acc_seg: 81.0734, loss: 0.5585 2024-03-04 11:53:33,144 - mmseg - INFO - Iter [33950/160000] lr: 2.713e-05, eta: 22:17:52, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3692, decode.acc_seg: 85.7954, aux.loss_ce: 0.2068, aux.acc_seg: 80.9343, loss: 0.5761 2024-03-04 11:54:03,730 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 11:54:03,730 - mmseg - INFO - Iter [34000/160000] lr: 2.712e-05, eta: 22:17:15, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3438, decode.acc_seg: 86.2590, aux.loss_ce: 0.1960, aux.acc_seg: 81.4221, loss: 0.5398 2024-03-04 11:54:34,105 - mmseg - INFO - Iter [34050/160000] lr: 2.711e-05, eta: 22:16:38, time: 0.607, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3834, decode.acc_seg: 84.8676, aux.loss_ce: 0.2123, aux.acc_seg: 80.5068, loss: 0.5957 2024-03-04 11:55:04,614 - mmseg - INFO - Iter [34100/160000] lr: 2.710e-05, eta: 22:16:01, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3607, decode.acc_seg: 85.6737, aux.loss_ce: 0.1981, aux.acc_seg: 81.4386, loss: 0.5587 2024-03-04 11:55:38,503 - mmseg - INFO - Iter [34150/160000] lr: 2.709e-05, eta: 22:15:37, time: 0.678, data_time: 0.058, memory: 7582, decode.loss_ce: 0.3386, decode.acc_seg: 86.6099, aux.loss_ce: 0.1914, aux.acc_seg: 82.1661, loss: 0.5300 2024-03-04 11:56:09,054 - mmseg - INFO - Iter [34200/160000] lr: 2.708e-05, eta: 22:15:00, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3443, decode.acc_seg: 86.3403, aux.loss_ce: 0.2002, aux.acc_seg: 81.1195, loss: 0.5445 2024-03-04 11:56:39,809 - mmseg - INFO - Iter [34250/160000] lr: 2.707e-05, eta: 22:14:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3386, decode.acc_seg: 86.5222, aux.loss_ce: 0.1987, aux.acc_seg: 81.4003, loss: 0.5373 2024-03-04 11:57:10,470 - mmseg - INFO - Iter [34300/160000] lr: 2.706e-05, eta: 22:13:48, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3471, decode.acc_seg: 86.3257, aux.loss_ce: 0.1987, aux.acc_seg: 81.7807, loss: 0.5458 2024-03-04 11:57:41,160 - mmseg - INFO - Iter [34350/160000] lr: 2.704e-05, eta: 22:13:12, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3224, decode.acc_seg: 86.7811, aux.loss_ce: 0.1904, aux.acc_seg: 82.2334, loss: 0.5128 2024-03-04 11:58:11,593 - mmseg - INFO - Iter [34400/160000] lr: 2.703e-05, eta: 22:12:35, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3332, decode.acc_seg: 86.8592, aux.loss_ce: 0.1959, aux.acc_seg: 81.9920, loss: 0.5291 2024-03-04 11:58:41,834 - mmseg - INFO - Iter [34450/160000] lr: 2.702e-05, eta: 22:11:58, time: 0.605, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3421, decode.acc_seg: 86.1091, aux.loss_ce: 0.1973, aux.acc_seg: 81.2640, loss: 0.5394 2024-03-04 11:59:12,340 - mmseg - INFO - Iter [34500/160000] lr: 2.701e-05, eta: 22:11:21, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3515, decode.acc_seg: 86.1601, aux.loss_ce: 0.2018, aux.acc_seg: 81.2470, loss: 0.5533 2024-03-04 11:59:42,862 - mmseg - INFO - Iter [34550/160000] lr: 2.700e-05, eta: 22:10:45, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3439, decode.acc_seg: 86.1757, aux.loss_ce: 0.1937, aux.acc_seg: 81.5139, loss: 0.5376 2024-03-04 12:00:13,644 - mmseg - INFO - Iter [34600/160000] lr: 2.699e-05, eta: 22:10:09, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3508, decode.acc_seg: 86.0437, aux.loss_ce: 0.1973, aux.acc_seg: 81.5530, loss: 0.5481 2024-03-04 12:00:44,183 - mmseg - INFO - Iter [34650/160000] lr: 2.698e-05, eta: 22:09:32, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3718, decode.acc_seg: 85.5144, aux.loss_ce: 0.2174, aux.acc_seg: 80.1074, loss: 0.5893 2024-03-04 12:01:14,790 - mmseg - INFO - Iter [34700/160000] lr: 2.697e-05, eta: 22:08:56, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3449, decode.acc_seg: 86.3372, aux.loss_ce: 0.1961, aux.acc_seg: 81.4973, loss: 0.5410 2024-03-04 12:01:45,314 - mmseg - INFO - Iter [34750/160000] lr: 2.696e-05, eta: 22:08:20, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3688, decode.acc_seg: 85.5696, aux.loss_ce: 0.2083, aux.acc_seg: 80.4611, loss: 0.5770 2024-03-04 12:02:16,306 - mmseg - INFO - Iter [34800/160000] lr: 2.695e-05, eta: 22:07:45, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3326, decode.acc_seg: 86.9965, aux.loss_ce: 0.1943, aux.acc_seg: 82.3494, loss: 0.5268 2024-03-04 12:02:47,017 - mmseg - INFO - Iter [34850/160000] lr: 2.694e-05, eta: 22:07:09, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3356, decode.acc_seg: 86.7172, aux.loss_ce: 0.1881, aux.acc_seg: 82.4711, loss: 0.5237 2024-03-04 12:03:17,751 - mmseg - INFO - Iter [34900/160000] lr: 2.693e-05, eta: 22:06:34, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3661, decode.acc_seg: 85.2857, aux.loss_ce: 0.2074, aux.acc_seg: 80.3525, loss: 0.5735 2024-03-04 12:03:48,434 - mmseg - INFO - Iter [34950/160000] lr: 2.692e-05, eta: 22:05:58, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3436, decode.acc_seg: 86.5005, aux.loss_ce: 0.1942, aux.acc_seg: 82.0857, loss: 0.5378 2024-03-04 12:04:19,278 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:04:19,278 - mmseg - INFO - Iter [35000/160000] lr: 2.690e-05, eta: 22:05:22, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3540, decode.acc_seg: 86.0350, aux.loss_ce: 0.1939, aux.acc_seg: 82.0627, loss: 0.5479 2024-03-04 12:04:49,693 - mmseg - INFO - Iter [35050/160000] lr: 2.689e-05, eta: 22:04:46, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3436, decode.acc_seg: 86.5562, aux.loss_ce: 0.1944, aux.acc_seg: 81.8022, loss: 0.5380 2024-03-04 12:05:20,444 - mmseg - INFO - Iter [35100/160000] lr: 2.688e-05, eta: 22:04:10, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3306, decode.acc_seg: 86.9201, aux.loss_ce: 0.1914, aux.acc_seg: 82.2475, loss: 0.5220 2024-03-04 12:05:51,204 - mmseg - INFO - Iter [35150/160000] lr: 2.687e-05, eta: 22:03:35, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3356, decode.acc_seg: 86.6583, aux.loss_ce: 0.1944, aux.acc_seg: 82.1658, loss: 0.5300 2024-03-04 12:06:21,734 - mmseg - INFO - Iter [35200/160000] lr: 2.686e-05, eta: 22:02:58, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3599, decode.acc_seg: 85.5508, aux.loss_ce: 0.2071, aux.acc_seg: 80.4126, loss: 0.5670 2024-03-04 12:06:52,373 - mmseg - INFO - Iter [35250/160000] lr: 2.685e-05, eta: 22:02:22, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3464, decode.acc_seg: 86.2188, aux.loss_ce: 0.1983, aux.acc_seg: 81.2879, loss: 0.5448 2024-03-04 12:07:23,091 - mmseg - INFO - Iter [35300/160000] lr: 2.684e-05, eta: 22:01:47, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3468, decode.acc_seg: 86.4351, aux.loss_ce: 0.1935, aux.acc_seg: 81.8532, loss: 0.5403 2024-03-04 12:07:53,748 - mmseg - INFO - Iter [35350/160000] lr: 2.683e-05, eta: 22:01:11, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3417, decode.acc_seg: 86.4288, aux.loss_ce: 0.1975, aux.acc_seg: 81.4008, loss: 0.5391 2024-03-04 12:08:27,408 - mmseg - INFO - Iter [35400/160000] lr: 2.682e-05, eta: 22:00:46, time: 0.673, data_time: 0.068, memory: 7582, decode.loss_ce: 0.3297, decode.acc_seg: 87.0168, aux.loss_ce: 0.1884, aux.acc_seg: 82.1968, loss: 0.5181 2024-03-04 12:08:57,983 - mmseg - INFO - Iter [35450/160000] lr: 2.681e-05, eta: 22:00:10, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3275, decode.acc_seg: 86.8083, aux.loss_ce: 0.1866, aux.acc_seg: 82.2298, loss: 0.5140 2024-03-04 12:09:28,633 - mmseg - INFO - Iter [35500/160000] lr: 2.680e-05, eta: 21:59:34, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3202, decode.acc_seg: 87.2548, aux.loss_ce: 0.1867, aux.acc_seg: 82.6124, loss: 0.5070 2024-03-04 12:09:59,114 - mmseg - INFO - Iter [35550/160000] lr: 2.679e-05, eta: 21:58:57, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3341, decode.acc_seg: 86.8532, aux.loss_ce: 0.1893, aux.acc_seg: 82.5655, loss: 0.5235 2024-03-04 12:10:29,483 - mmseg - INFO - Iter [35600/160000] lr: 2.678e-05, eta: 21:58:20, time: 0.607, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3209, decode.acc_seg: 87.4389, aux.loss_ce: 0.1888, aux.acc_seg: 82.6269, loss: 0.5097 2024-03-04 12:11:00,148 - mmseg - INFO - Iter [35650/160000] lr: 2.676e-05, eta: 21:57:45, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3187, decode.acc_seg: 87.6738, aux.loss_ce: 0.1850, aux.acc_seg: 82.9919, loss: 0.5037 2024-03-04 12:11:31,340 - mmseg - INFO - Iter [35700/160000] lr: 2.675e-05, eta: 21:57:11, time: 0.624, data_time: 0.021, memory: 7582, decode.loss_ce: 0.3271, decode.acc_seg: 86.9523, aux.loss_ce: 0.1866, aux.acc_seg: 82.3932, loss: 0.5136 2024-03-04 12:12:01,909 - mmseg - INFO - Iter [35750/160000] lr: 2.674e-05, eta: 21:56:35, time: 0.611, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3448, decode.acc_seg: 86.1930, aux.loss_ce: 0.1985, aux.acc_seg: 81.2450, loss: 0.5433 2024-03-04 12:12:32,457 - mmseg - INFO - Iter [35800/160000] lr: 2.673e-05, eta: 21:55:59, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3233, decode.acc_seg: 87.0283, aux.loss_ce: 0.1930, aux.acc_seg: 81.9376, loss: 0.5163 2024-03-04 12:13:03,030 - mmseg - INFO - Iter [35850/160000] lr: 2.672e-05, eta: 21:55:23, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3424, decode.acc_seg: 86.6178, aux.loss_ce: 0.2025, aux.acc_seg: 80.9999, loss: 0.5450 2024-03-04 12:13:33,554 - mmseg - INFO - Iter [35900/160000] lr: 2.671e-05, eta: 21:54:47, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3272, decode.acc_seg: 86.8374, aux.loss_ce: 0.1862, aux.acc_seg: 82.5549, loss: 0.5134 2024-03-04 12:14:04,108 - mmseg - INFO - Iter [35950/160000] lr: 2.670e-05, eta: 21:54:11, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3453, decode.acc_seg: 85.9943, aux.loss_ce: 0.1931, aux.acc_seg: 81.7751, loss: 0.5385 2024-03-04 12:14:34,834 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:14:34,835 - mmseg - INFO - Iter [36000/160000] lr: 2.669e-05, eta: 21:53:35, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3503, decode.acc_seg: 86.1759, aux.loss_ce: 0.1956, aux.acc_seg: 81.3926, loss: 0.5459 2024-03-04 12:15:05,587 - mmseg - INFO - Iter [36050/160000] lr: 2.668e-05, eta: 21:53:00, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3562, decode.acc_seg: 86.0145, aux.loss_ce: 0.2097, aux.acc_seg: 80.6209, loss: 0.5659 2024-03-04 12:15:36,088 - mmseg - INFO - Iter [36100/160000] lr: 2.667e-05, eta: 21:52:24, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3560, decode.acc_seg: 85.7224, aux.loss_ce: 0.1999, aux.acc_seg: 81.1519, loss: 0.5559 2024-03-04 12:16:06,591 - mmseg - INFO - Iter [36150/160000] lr: 2.666e-05, eta: 21:51:48, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3315, decode.acc_seg: 86.6351, aux.loss_ce: 0.1916, aux.acc_seg: 82.2032, loss: 0.5231 2024-03-04 12:16:37,114 - mmseg - INFO - Iter [36200/160000] lr: 2.665e-05, eta: 21:51:11, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3550, decode.acc_seg: 85.9631, aux.loss_ce: 0.2009, aux.acc_seg: 81.1709, loss: 0.5559 2024-03-04 12:17:07,745 - mmseg - INFO - Iter [36250/160000] lr: 2.664e-05, eta: 21:50:36, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3538, decode.acc_seg: 85.8160, aux.loss_ce: 0.2081, aux.acc_seg: 80.8478, loss: 0.5619 2024-03-04 12:17:38,495 - mmseg - INFO - Iter [36300/160000] lr: 2.662e-05, eta: 21:50:01, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3329, decode.acc_seg: 86.5947, aux.loss_ce: 0.1895, aux.acc_seg: 82.0257, loss: 0.5224 2024-03-04 12:18:09,326 - mmseg - INFO - Iter [36350/160000] lr: 2.661e-05, eta: 21:49:26, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3407, decode.acc_seg: 86.2135, aux.loss_ce: 0.1936, aux.acc_seg: 81.6838, loss: 0.5343 2024-03-04 12:18:39,844 - mmseg - INFO - Iter [36400/160000] lr: 2.660e-05, eta: 21:48:50, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3306, decode.acc_seg: 86.6622, aux.loss_ce: 0.1872, aux.acc_seg: 82.2147, loss: 0.5177 2024-03-04 12:19:10,482 - mmseg - INFO - Iter [36450/160000] lr: 2.659e-05, eta: 21:48:14, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3488, decode.acc_seg: 86.5081, aux.loss_ce: 0.1982, aux.acc_seg: 81.9256, loss: 0.5469 2024-03-04 12:19:40,963 - mmseg - INFO - Iter [36500/160000] lr: 2.658e-05, eta: 21:47:38, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3417, decode.acc_seg: 86.5593, aux.loss_ce: 0.1894, aux.acc_seg: 82.3128, loss: 0.5312 2024-03-04 12:20:11,540 - mmseg - INFO - Iter [36550/160000] lr: 2.657e-05, eta: 21:47:02, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.4121, decode.acc_seg: 84.3603, aux.loss_ce: 0.2250, aux.acc_seg: 79.1072, loss: 0.6371 2024-03-04 12:20:42,246 - mmseg - INFO - Iter [36600/160000] lr: 2.656e-05, eta: 21:46:27, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3583, decode.acc_seg: 86.0823, aux.loss_ce: 0.2022, aux.acc_seg: 81.4218, loss: 0.5606 2024-03-04 12:21:15,904 - mmseg - INFO - Iter [36650/160000] lr: 2.655e-05, eta: 21:46:01, time: 0.673, data_time: 0.059, memory: 7582, decode.loss_ce: 0.3482, decode.acc_seg: 86.3765, aux.loss_ce: 0.1947, aux.acc_seg: 82.2677, loss: 0.5429 2024-03-04 12:21:46,693 - mmseg - INFO - Iter [36700/160000] lr: 2.654e-05, eta: 21:45:26, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3197, decode.acc_seg: 87.4541, aux.loss_ce: 0.1839, aux.acc_seg: 82.9439, loss: 0.5035 2024-03-04 12:22:17,188 - mmseg - INFO - Iter [36750/160000] lr: 2.653e-05, eta: 21:44:50, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3155, decode.acc_seg: 87.2659, aux.loss_ce: 0.1775, aux.acc_seg: 83.3534, loss: 0.4930 2024-03-04 12:22:47,623 - mmseg - INFO - Iter [36800/160000] lr: 2.652e-05, eta: 21:44:14, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3144, decode.acc_seg: 87.5289, aux.loss_ce: 0.1815, aux.acc_seg: 82.9872, loss: 0.4960 2024-03-04 12:23:18,135 - mmseg - INFO - Iter [36850/160000] lr: 2.651e-05, eta: 21:43:38, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3093, decode.acc_seg: 87.2546, aux.loss_ce: 0.1794, aux.acc_seg: 82.8421, loss: 0.4887 2024-03-04 12:23:48,916 - mmseg - INFO - Iter [36900/160000] lr: 2.650e-05, eta: 21:43:03, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3243, decode.acc_seg: 87.0096, aux.loss_ce: 0.1871, aux.acc_seg: 82.3848, loss: 0.5114 2024-03-04 12:24:19,506 - mmseg - INFO - Iter [36950/160000] lr: 2.648e-05, eta: 21:42:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3651, decode.acc_seg: 85.6726, aux.loss_ce: 0.2031, aux.acc_seg: 81.2636, loss: 0.5682 2024-03-04 12:24:50,247 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:24:50,247 - mmseg - INFO - Iter [37000/160000] lr: 2.647e-05, eta: 21:41:52, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3449, decode.acc_seg: 86.1650, aux.loss_ce: 0.1962, aux.acc_seg: 81.4623, loss: 0.5412 2024-03-04 12:25:20,801 - mmseg - INFO - Iter [37050/160000] lr: 2.646e-05, eta: 21:41:17, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3403, decode.acc_seg: 86.9397, aux.loss_ce: 0.1966, aux.acc_seg: 81.9062, loss: 0.5369 2024-03-04 12:25:51,322 - mmseg - INFO - Iter [37100/160000] lr: 2.645e-05, eta: 21:40:41, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3370, decode.acc_seg: 86.8188, aux.loss_ce: 0.1931, aux.acc_seg: 81.9912, loss: 0.5301 2024-03-04 12:26:21,807 - mmseg - INFO - Iter [37150/160000] lr: 2.644e-05, eta: 21:40:05, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3316, decode.acc_seg: 86.6960, aux.loss_ce: 0.1907, aux.acc_seg: 81.8025, loss: 0.5223 2024-03-04 12:26:52,425 - mmseg - INFO - Iter [37200/160000] lr: 2.643e-05, eta: 21:39:29, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3316, decode.acc_seg: 86.8256, aux.loss_ce: 0.1959, aux.acc_seg: 81.6194, loss: 0.5275 2024-03-04 12:27:22,957 - mmseg - INFO - Iter [37250/160000] lr: 2.642e-05, eta: 21:38:54, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3248, decode.acc_seg: 87.1095, aux.loss_ce: 0.1894, aux.acc_seg: 82.1164, loss: 0.5142 2024-03-04 12:27:53,613 - mmseg - INFO - Iter [37300/160000] lr: 2.641e-05, eta: 21:38:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3267, decode.acc_seg: 86.6560, aux.loss_ce: 0.1917, aux.acc_seg: 81.9597, loss: 0.5185 2024-03-04 12:28:24,217 - mmseg - INFO - Iter [37350/160000] lr: 2.640e-05, eta: 21:37:43, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3179, decode.acc_seg: 86.9909, aux.loss_ce: 0.1882, aux.acc_seg: 82.4239, loss: 0.5061 2024-03-04 12:28:54,780 - mmseg - INFO - Iter [37400/160000] lr: 2.639e-05, eta: 21:37:07, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3145, decode.acc_seg: 87.1644, aux.loss_ce: 0.1848, aux.acc_seg: 82.2171, loss: 0.4993 2024-03-04 12:29:25,292 - mmseg - INFO - Iter [37450/160000] lr: 2.638e-05, eta: 21:36:31, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3343, decode.acc_seg: 86.3605, aux.loss_ce: 0.1882, aux.acc_seg: 82.2175, loss: 0.5224 2024-03-04 12:29:55,675 - mmseg - INFO - Iter [37500/160000] lr: 2.637e-05, eta: 21:35:55, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3557, decode.acc_seg: 85.8089, aux.loss_ce: 0.2046, aux.acc_seg: 80.8551, loss: 0.5603 2024-03-04 12:30:26,181 - mmseg - INFO - Iter [37550/160000] lr: 2.636e-05, eta: 21:35:20, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3213, decode.acc_seg: 87.1045, aux.loss_ce: 0.1843, aux.acc_seg: 82.4964, loss: 0.5056 2024-03-04 12:30:56,787 - mmseg - INFO - Iter [37600/160000] lr: 2.634e-05, eta: 21:34:44, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3270, decode.acc_seg: 86.8899, aux.loss_ce: 0.1976, aux.acc_seg: 81.1815, loss: 0.5246 2024-03-04 12:31:27,392 - mmseg - INFO - Iter [37650/160000] lr: 2.633e-05, eta: 21:34:09, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3314, decode.acc_seg: 87.0257, aux.loss_ce: 0.1923, aux.acc_seg: 82.1482, loss: 0.5237 2024-03-04 12:31:58,072 - mmseg - INFO - Iter [37700/160000] lr: 2.632e-05, eta: 21:33:34, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3398, decode.acc_seg: 86.4732, aux.loss_ce: 0.1920, aux.acc_seg: 82.1713, loss: 0.5318 2024-03-04 12:32:28,621 - mmseg - INFO - Iter [37750/160000] lr: 2.631e-05, eta: 21:32:58, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3337, decode.acc_seg: 86.4728, aux.loss_ce: 0.1886, aux.acc_seg: 81.8321, loss: 0.5223 2024-03-04 12:32:59,209 - mmseg - INFO - Iter [37800/160000] lr: 2.630e-05, eta: 21:32:23, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3471, decode.acc_seg: 86.2612, aux.loss_ce: 0.1984, aux.acc_seg: 81.5175, loss: 0.5455 2024-03-04 12:33:29,741 - mmseg - INFO - Iter [37850/160000] lr: 2.629e-05, eta: 21:31:47, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3499, decode.acc_seg: 85.8858, aux.loss_ce: 0.1942, aux.acc_seg: 81.3325, loss: 0.5441 2024-03-04 12:34:03,437 - mmseg - INFO - Iter [37900/160000] lr: 2.628e-05, eta: 21:31:22, time: 0.674, data_time: 0.061, memory: 7582, decode.loss_ce: 0.3319, decode.acc_seg: 86.5255, aux.loss_ce: 0.1927, aux.acc_seg: 81.8480, loss: 0.5245 2024-03-04 12:34:33,956 - mmseg - INFO - Iter [37950/160000] lr: 2.627e-05, eta: 21:30:46, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3078, decode.acc_seg: 87.6691, aux.loss_ce: 0.1828, aux.acc_seg: 82.4006, loss: 0.4906 2024-03-04 12:35:04,383 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:35:04,383 - mmseg - INFO - Iter [38000/160000] lr: 2.626e-05, eta: 21:30:10, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3210, decode.acc_seg: 87.3783, aux.loss_ce: 0.1915, aux.acc_seg: 82.0145, loss: 0.5125 2024-03-04 12:35:34,948 - mmseg - INFO - Iter [38050/160000] lr: 2.625e-05, eta: 21:29:35, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3035, decode.acc_seg: 88.0329, aux.loss_ce: 0.1769, aux.acc_seg: 83.3591, loss: 0.4804 2024-03-04 12:36:05,501 - mmseg - INFO - Iter [38100/160000] lr: 2.624e-05, eta: 21:28:59, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3232, decode.acc_seg: 87.2361, aux.loss_ce: 0.1811, aux.acc_seg: 83.0407, loss: 0.5043 2024-03-04 12:36:35,930 - mmseg - INFO - Iter [38150/160000] lr: 2.623e-05, eta: 21:28:23, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3050, decode.acc_seg: 87.7623, aux.loss_ce: 0.1802, aux.acc_seg: 83.1109, loss: 0.4852 2024-03-04 12:37:06,500 - mmseg - INFO - Iter [38200/160000] lr: 2.622e-05, eta: 21:27:48, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3155, decode.acc_seg: 87.4355, aux.loss_ce: 0.1772, aux.acc_seg: 83.2339, loss: 0.4928 2024-03-04 12:37:37,236 - mmseg - INFO - Iter [38250/160000] lr: 2.620e-05, eta: 21:27:13, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3119, decode.acc_seg: 87.6001, aux.loss_ce: 0.1822, aux.acc_seg: 82.6945, loss: 0.4941 2024-03-04 12:38:07,833 - mmseg - INFO - Iter [38300/160000] lr: 2.619e-05, eta: 21:26:38, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3230, decode.acc_seg: 87.1497, aux.loss_ce: 0.1864, aux.acc_seg: 82.8535, loss: 0.5094 2024-03-04 12:38:38,321 - mmseg - INFO - Iter [38350/160000] lr: 2.618e-05, eta: 21:26:02, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3228, decode.acc_seg: 87.1340, aux.loss_ce: 0.1878, aux.acc_seg: 82.5232, loss: 0.5107 2024-03-04 12:39:08,948 - mmseg - INFO - Iter [38400/160000] lr: 2.617e-05, eta: 21:25:27, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3237, decode.acc_seg: 87.0019, aux.loss_ce: 0.1887, aux.acc_seg: 82.3126, loss: 0.5124 2024-03-04 12:39:39,488 - mmseg - INFO - Iter [38450/160000] lr: 2.616e-05, eta: 21:24:52, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2923, decode.acc_seg: 87.8772, aux.loss_ce: 0.1710, aux.acc_seg: 83.5462, loss: 0.4633 2024-03-04 12:40:10,063 - mmseg - INFO - Iter [38500/160000] lr: 2.615e-05, eta: 21:24:16, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3109, decode.acc_seg: 87.1433, aux.loss_ce: 0.1780, aux.acc_seg: 82.8774, loss: 0.4889 2024-03-04 12:40:40,644 - mmseg - INFO - Iter [38550/160000] lr: 2.614e-05, eta: 21:23:41, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3036, decode.acc_seg: 87.2182, aux.loss_ce: 0.1768, aux.acc_seg: 82.8016, loss: 0.4804 2024-03-04 12:41:11,802 - mmseg - INFO - Iter [38600/160000] lr: 2.613e-05, eta: 21:23:08, time: 0.623, data_time: 0.018, memory: 7582, decode.loss_ce: 0.3325, decode.acc_seg: 87.0804, aux.loss_ce: 0.1879, aux.acc_seg: 82.5394, loss: 0.5205 2024-03-04 12:41:42,254 - mmseg - INFO - Iter [38650/160000] lr: 2.612e-05, eta: 21:22:32, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3215, decode.acc_seg: 87.0071, aux.loss_ce: 0.1896, aux.acc_seg: 81.8690, loss: 0.5111 2024-03-04 12:42:12,827 - mmseg - INFO - Iter [38700/160000] lr: 2.611e-05, eta: 21:21:57, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3415, decode.acc_seg: 86.2784, aux.loss_ce: 0.1924, aux.acc_seg: 81.5095, loss: 0.5339 2024-03-04 12:42:43,435 - mmseg - INFO - Iter [38750/160000] lr: 2.610e-05, eta: 21:21:22, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3164, decode.acc_seg: 87.3867, aux.loss_ce: 0.1782, aux.acc_seg: 83.4024, loss: 0.4946 2024-03-04 12:43:14,146 - mmseg - INFO - Iter [38800/160000] lr: 2.609e-05, eta: 21:20:47, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3300, decode.acc_seg: 86.8574, aux.loss_ce: 0.1937, aux.acc_seg: 81.9307, loss: 0.5237 2024-03-04 12:43:44,704 - mmseg - INFO - Iter [38850/160000] lr: 2.608e-05, eta: 21:20:11, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3364, decode.acc_seg: 86.4732, aux.loss_ce: 0.1946, aux.acc_seg: 81.9656, loss: 0.5310 2024-03-04 12:44:15,370 - mmseg - INFO - Iter [38900/160000] lr: 2.607e-05, eta: 21:19:37, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3498, decode.acc_seg: 85.5859, aux.loss_ce: 0.1968, aux.acc_seg: 81.0034, loss: 0.5466 2024-03-04 12:44:45,952 - mmseg - INFO - Iter [38950/160000] lr: 2.605e-05, eta: 21:19:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3487, decode.acc_seg: 86.4065, aux.loss_ce: 0.1958, aux.acc_seg: 81.8514, loss: 0.5445 2024-03-04 12:45:16,480 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:45:16,480 - mmseg - INFO - Iter [39000/160000] lr: 2.604e-05, eta: 21:18:26, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3413, decode.acc_seg: 86.4204, aux.loss_ce: 0.1943, aux.acc_seg: 81.9991, loss: 0.5357 2024-03-04 12:45:47,008 - mmseg - INFO - Iter [39050/160000] lr: 2.603e-05, eta: 21:17:51, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3368, decode.acc_seg: 86.0887, aux.loss_ce: 0.1917, aux.acc_seg: 81.5452, loss: 0.5286 2024-03-04 12:46:17,417 - mmseg - INFO - Iter [39100/160000] lr: 2.602e-05, eta: 21:17:15, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3277, decode.acc_seg: 86.8791, aux.loss_ce: 0.1907, aux.acc_seg: 82.1220, loss: 0.5184 2024-03-04 12:46:47,815 - mmseg - INFO - Iter [39150/160000] lr: 2.601e-05, eta: 21:16:39, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3511, decode.acc_seg: 86.5598, aux.loss_ce: 0.2031, aux.acc_seg: 81.3607, loss: 0.5542 2024-03-04 12:47:21,679 - mmseg - INFO - Iter [39200/160000] lr: 2.600e-05, eta: 21:16:14, time: 0.677, data_time: 0.057, memory: 7582, decode.loss_ce: 0.3283, decode.acc_seg: 86.8992, aux.loss_ce: 0.1892, aux.acc_seg: 82.5169, loss: 0.5175 2024-03-04 12:47:52,059 - mmseg - INFO - Iter [39250/160000] lr: 2.599e-05, eta: 21:15:39, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3333, decode.acc_seg: 86.7726, aux.loss_ce: 0.1966, aux.acc_seg: 81.5363, loss: 0.5300 2024-03-04 12:48:22,640 - mmseg - INFO - Iter [39300/160000] lr: 2.598e-05, eta: 21:15:03, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3129, decode.acc_seg: 87.4720, aux.loss_ce: 0.1786, aux.acc_seg: 83.1609, loss: 0.4915 2024-03-04 12:48:53,229 - mmseg - INFO - Iter [39350/160000] lr: 2.597e-05, eta: 21:14:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3196, decode.acc_seg: 87.2014, aux.loss_ce: 0.1883, aux.acc_seg: 82.3648, loss: 0.5080 2024-03-04 12:49:23,736 - mmseg - INFO - Iter [39400/160000] lr: 2.596e-05, eta: 21:13:53, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3265, decode.acc_seg: 86.7481, aux.loss_ce: 0.1847, aux.acc_seg: 82.3372, loss: 0.5112 2024-03-04 12:49:54,335 - mmseg - INFO - Iter [39450/160000] lr: 2.595e-05, eta: 21:13:18, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3185, decode.acc_seg: 87.1305, aux.loss_ce: 0.1795, aux.acc_seg: 82.8690, loss: 0.4980 2024-03-04 12:50:24,857 - mmseg - INFO - Iter [39500/160000] lr: 2.594e-05, eta: 21:12:43, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3192, decode.acc_seg: 87.2422, aux.loss_ce: 0.1834, aux.acc_seg: 82.9717, loss: 0.5026 2024-03-04 12:50:55,612 - mmseg - INFO - Iter [39550/160000] lr: 2.593e-05, eta: 21:12:08, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3189, decode.acc_seg: 87.4491, aux.loss_ce: 0.1887, aux.acc_seg: 82.5350, loss: 0.5076 2024-03-04 12:51:26,155 - mmseg - INFO - Iter [39600/160000] lr: 2.591e-05, eta: 21:11:33, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3090, decode.acc_seg: 87.4969, aux.loss_ce: 0.1817, aux.acc_seg: 82.7522, loss: 0.4908 2024-03-04 12:51:56,874 - mmseg - INFO - Iter [39650/160000] lr: 2.590e-05, eta: 21:10:59, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3247, decode.acc_seg: 86.7428, aux.loss_ce: 0.1863, aux.acc_seg: 81.9913, loss: 0.5110 2024-03-04 12:52:27,524 - mmseg - INFO - Iter [39700/160000] lr: 2.589e-05, eta: 21:10:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3254, decode.acc_seg: 86.8958, aux.loss_ce: 0.1867, aux.acc_seg: 82.1624, loss: 0.5121 2024-03-04 12:52:58,077 - mmseg - INFO - Iter [39750/160000] lr: 2.588e-05, eta: 21:09:49, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3115, decode.acc_seg: 87.5466, aux.loss_ce: 0.1823, aux.acc_seg: 83.1005, loss: 0.4938 2024-03-04 12:53:28,721 - mmseg - INFO - Iter [39800/160000] lr: 2.587e-05, eta: 21:09:14, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3348, decode.acc_seg: 86.6921, aux.loss_ce: 0.1910, aux.acc_seg: 81.8332, loss: 0.5259 2024-03-04 12:53:59,238 - mmseg - INFO - Iter [39850/160000] lr: 2.586e-05, eta: 21:08:39, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3465, decode.acc_seg: 86.3466, aux.loss_ce: 0.2035, aux.acc_seg: 81.3451, loss: 0.5500 2024-03-04 12:54:29,792 - mmseg - INFO - Iter [39900/160000] lr: 2.585e-05, eta: 21:08:04, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3500, decode.acc_seg: 86.2997, aux.loss_ce: 0.1940, aux.acc_seg: 81.8900, loss: 0.5440 2024-03-04 12:55:00,370 - mmseg - INFO - Iter [39950/160000] lr: 2.584e-05, eta: 21:07:29, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3270, decode.acc_seg: 86.8464, aux.loss_ce: 0.1943, aux.acc_seg: 81.6872, loss: 0.5213 2024-03-04 12:55:31,032 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 12:55:31,032 - mmseg - INFO - Iter [40000/160000] lr: 2.583e-05, eta: 21:06:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3394, decode.acc_seg: 86.4632, aux.loss_ce: 0.1893, aux.acc_seg: 82.1975, loss: 0.5287 2024-03-04 12:56:01,587 - mmseg - INFO - Iter [40050/160000] lr: 2.582e-05, eta: 21:06:19, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3172, decode.acc_seg: 87.5161, aux.loss_ce: 0.1872, aux.acc_seg: 82.5188, loss: 0.5044 2024-03-04 12:56:32,258 - mmseg - INFO - Iter [40100/160000] lr: 2.581e-05, eta: 21:05:44, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3059, decode.acc_seg: 87.7160, aux.loss_ce: 0.1749, aux.acc_seg: 83.5054, loss: 0.4808 2024-03-04 12:57:02,788 - mmseg - INFO - Iter [40150/160000] lr: 2.580e-05, eta: 21:05:09, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3016, decode.acc_seg: 88.0125, aux.loss_ce: 0.1785, aux.acc_seg: 83.3928, loss: 0.4801 2024-03-04 12:57:33,518 - mmseg - INFO - Iter [40200/160000] lr: 2.579e-05, eta: 21:04:35, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3263, decode.acc_seg: 87.0822, aux.loss_ce: 0.1890, aux.acc_seg: 82.3426, loss: 0.5153 2024-03-04 12:58:04,184 - mmseg - INFO - Iter [40250/160000] lr: 2.577e-05, eta: 21:04:00, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3508, decode.acc_seg: 86.1326, aux.loss_ce: 0.2011, aux.acc_seg: 81.3386, loss: 0.5519 2024-03-04 12:58:34,815 - mmseg - INFO - Iter [40300/160000] lr: 2.576e-05, eta: 21:03:25, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3143, decode.acc_seg: 87.0977, aux.loss_ce: 0.1796, aux.acc_seg: 82.6263, loss: 0.4939 2024-03-04 12:59:05,357 - mmseg - INFO - Iter [40350/160000] lr: 2.575e-05, eta: 21:02:50, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3240, decode.acc_seg: 87.1378, aux.loss_ce: 0.1912, aux.acc_seg: 81.8924, loss: 0.5152 2024-03-04 12:59:35,773 - mmseg - INFO - Iter [40400/160000] lr: 2.574e-05, eta: 21:02:15, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3194, decode.acc_seg: 86.8031, aux.loss_ce: 0.1901, aux.acc_seg: 81.6511, loss: 0.5095 2024-03-04 13:00:09,394 - mmseg - INFO - Iter [40450/160000] lr: 2.573e-05, eta: 21:01:49, time: 0.672, data_time: 0.063, memory: 7582, decode.loss_ce: 0.3302, decode.acc_seg: 86.7604, aux.loss_ce: 0.1917, aux.acc_seg: 82.0094, loss: 0.5220 2024-03-04 13:00:40,003 - mmseg - INFO - Iter [40500/160000] lr: 2.572e-05, eta: 21:01:14, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3113, decode.acc_seg: 87.4959, aux.loss_ce: 0.1819, aux.acc_seg: 83.0607, loss: 0.4933 2024-03-04 13:01:10,559 - mmseg - INFO - Iter [40550/160000] lr: 2.571e-05, eta: 21:00:39, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2996, decode.acc_seg: 88.1943, aux.loss_ce: 0.1775, aux.acc_seg: 83.2426, loss: 0.4771 2024-03-04 13:01:40,967 - mmseg - INFO - Iter [40600/160000] lr: 2.570e-05, eta: 21:00:04, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3086, decode.acc_seg: 87.1877, aux.loss_ce: 0.1848, aux.acc_seg: 82.3535, loss: 0.4934 2024-03-04 13:02:11,435 - mmseg - INFO - Iter [40650/160000] lr: 2.569e-05, eta: 20:59:29, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3008, decode.acc_seg: 88.1365, aux.loss_ce: 0.1793, aux.acc_seg: 83.3386, loss: 0.4800 2024-03-04 13:02:42,028 - mmseg - INFO - Iter [40700/160000] lr: 2.568e-05, eta: 20:58:54, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2895, decode.acc_seg: 88.2555, aux.loss_ce: 0.1730, aux.acc_seg: 83.1581, loss: 0.4625 2024-03-04 13:03:12,698 - mmseg - INFO - Iter [40750/160000] lr: 2.567e-05, eta: 20:58:19, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3039, decode.acc_seg: 87.8320, aux.loss_ce: 0.1811, aux.acc_seg: 83.1719, loss: 0.4850 2024-03-04 13:03:43,091 - mmseg - INFO - Iter [40800/160000] lr: 2.566e-05, eta: 20:57:44, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3008, decode.acc_seg: 87.8648, aux.loss_ce: 0.1774, aux.acc_seg: 83.2625, loss: 0.4782 2024-03-04 13:04:13,998 - mmseg - INFO - Iter [40850/160000] lr: 2.565e-05, eta: 20:57:10, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3081, decode.acc_seg: 87.3532, aux.loss_ce: 0.1723, aux.acc_seg: 83.2527, loss: 0.4805 2024-03-04 13:04:44,450 - mmseg - INFO - Iter [40900/160000] lr: 2.563e-05, eta: 20:56:35, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3246, decode.acc_seg: 86.9351, aux.loss_ce: 0.1862, aux.acc_seg: 82.1923, loss: 0.5108 2024-03-04 13:05:15,114 - mmseg - INFO - Iter [40950/160000] lr: 2.562e-05, eta: 20:56:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3168, decode.acc_seg: 87.7578, aux.loss_ce: 0.1826, aux.acc_seg: 83.2975, loss: 0.4995 2024-03-04 13:05:45,775 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:05:45,776 - mmseg - INFO - Iter [41000/160000] lr: 2.561e-05, eta: 20:55:26, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3037, decode.acc_seg: 87.9149, aux.loss_ce: 0.1729, aux.acc_seg: 83.5935, loss: 0.4767 2024-03-04 13:06:16,241 - mmseg - INFO - Iter [41050/160000] lr: 2.560e-05, eta: 20:54:51, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3186, decode.acc_seg: 87.3033, aux.loss_ce: 0.1823, aux.acc_seg: 82.9296, loss: 0.5010 2024-03-04 13:06:46,759 - mmseg - INFO - Iter [41100/160000] lr: 2.559e-05, eta: 20:54:16, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3116, decode.acc_seg: 87.6531, aux.loss_ce: 0.1817, aux.acc_seg: 83.0543, loss: 0.4933 2024-03-04 13:07:17,360 - mmseg - INFO - Iter [41150/160000] lr: 2.558e-05, eta: 20:53:41, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3134, decode.acc_seg: 87.5436, aux.loss_ce: 0.1885, aux.acc_seg: 82.3172, loss: 0.5019 2024-03-04 13:07:48,054 - mmseg - INFO - Iter [41200/160000] lr: 2.557e-05, eta: 20:53:07, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3036, decode.acc_seg: 87.5972, aux.loss_ce: 0.1800, aux.acc_seg: 83.1389, loss: 0.4836 2024-03-04 13:08:18,685 - mmseg - INFO - Iter [41250/160000] lr: 2.556e-05, eta: 20:52:32, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3229, decode.acc_seg: 86.9812, aux.loss_ce: 0.1840, aux.acc_seg: 82.5475, loss: 0.5069 2024-03-04 13:08:49,182 - mmseg - INFO - Iter [41300/160000] lr: 2.555e-05, eta: 20:51:58, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3260, decode.acc_seg: 87.4042, aux.loss_ce: 0.1873, aux.acc_seg: 82.7942, loss: 0.5133 2024-03-04 13:09:19,529 - mmseg - INFO - Iter [41350/160000] lr: 2.554e-05, eta: 20:51:22, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3265, decode.acc_seg: 87.3726, aux.loss_ce: 0.1897, aux.acc_seg: 82.6421, loss: 0.5161 2024-03-04 13:09:50,208 - mmseg - INFO - Iter [41400/160000] lr: 2.553e-05, eta: 20:50:48, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3383, decode.acc_seg: 86.1520, aux.loss_ce: 0.1991, aux.acc_seg: 81.0346, loss: 0.5374 2024-03-04 13:10:20,905 - mmseg - INFO - Iter [41450/160000] lr: 2.552e-05, eta: 20:50:13, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3321, decode.acc_seg: 86.6724, aux.loss_ce: 0.1949, aux.acc_seg: 81.8764, loss: 0.5269 2024-03-04 13:10:51,376 - mmseg - INFO - Iter [41500/160000] lr: 2.551e-05, eta: 20:49:38, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3276, decode.acc_seg: 86.8482, aux.loss_ce: 0.1871, aux.acc_seg: 82.5570, loss: 0.5147 2024-03-04 13:11:21,953 - mmseg - INFO - Iter [41550/160000] lr: 2.549e-05, eta: 20:49:04, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3134, decode.acc_seg: 87.5643, aux.loss_ce: 0.1789, aux.acc_seg: 83.1271, loss: 0.4923 2024-03-04 13:11:52,562 - mmseg - INFO - Iter [41600/160000] lr: 2.548e-05, eta: 20:48:29, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3229, decode.acc_seg: 87.1122, aux.loss_ce: 0.1883, aux.acc_seg: 82.3878, loss: 0.5112 2024-03-04 13:12:22,973 - mmseg - INFO - Iter [41650/160000] lr: 2.547e-05, eta: 20:47:54, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3106, decode.acc_seg: 87.3559, aux.loss_ce: 0.1790, aux.acc_seg: 82.8179, loss: 0.4896 2024-03-04 13:12:56,466 - mmseg - INFO - Iter [41700/160000] lr: 2.546e-05, eta: 20:47:28, time: 0.670, data_time: 0.069, memory: 7582, decode.loss_ce: 0.3311, decode.acc_seg: 86.8064, aux.loss_ce: 0.1977, aux.acc_seg: 81.5879, loss: 0.5288 2024-03-04 13:13:27,173 - mmseg - INFO - Iter [41750/160000] lr: 2.545e-05, eta: 20:46:54, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3046, decode.acc_seg: 87.7817, aux.loss_ce: 0.1774, aux.acc_seg: 83.2901, loss: 0.4820 2024-03-04 13:13:57,807 - mmseg - INFO - Iter [41800/160000] lr: 2.544e-05, eta: 20:46:19, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2957, decode.acc_seg: 87.9501, aux.loss_ce: 0.1714, aux.acc_seg: 83.6781, loss: 0.4671 2024-03-04 13:14:28,356 - mmseg - INFO - Iter [41850/160000] lr: 2.543e-05, eta: 20:45:44, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3013, decode.acc_seg: 88.0612, aux.loss_ce: 0.1727, aux.acc_seg: 83.5193, loss: 0.4740 2024-03-04 13:14:58,723 - mmseg - INFO - Iter [41900/160000] lr: 2.542e-05, eta: 20:45:09, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3050, decode.acc_seg: 87.9532, aux.loss_ce: 0.1736, aux.acc_seg: 83.9082, loss: 0.4786 2024-03-04 13:15:29,467 - mmseg - INFO - Iter [41950/160000] lr: 2.541e-05, eta: 20:44:35, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2975, decode.acc_seg: 87.8941, aux.loss_ce: 0.1719, aux.acc_seg: 83.3652, loss: 0.4693 2024-03-04 13:16:00,117 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:16:00,118 - mmseg - INFO - Iter [42000/160000] lr: 2.540e-05, eta: 20:44:01, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3021, decode.acc_seg: 88.0029, aux.loss_ce: 0.1735, aux.acc_seg: 83.5761, loss: 0.4755 2024-03-04 13:16:30,717 - mmseg - INFO - Iter [42050/160000] lr: 2.539e-05, eta: 20:43:26, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3117, decode.acc_seg: 87.2959, aux.loss_ce: 0.1743, aux.acc_seg: 83.4160, loss: 0.4860 2024-03-04 13:17:01,117 - mmseg - INFO - Iter [42100/160000] lr: 2.538e-05, eta: 20:42:51, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2844, decode.acc_seg: 88.5863, aux.loss_ce: 0.1664, aux.acc_seg: 84.3512, loss: 0.4509 2024-03-04 13:17:31,598 - mmseg - INFO - Iter [42150/160000] lr: 2.537e-05, eta: 20:42:16, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3210, decode.acc_seg: 87.2582, aux.loss_ce: 0.1858, aux.acc_seg: 82.4036, loss: 0.5067 2024-03-04 13:18:02,265 - mmseg - INFO - Iter [42200/160000] lr: 2.535e-05, eta: 20:41:42, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3142, decode.acc_seg: 87.2715, aux.loss_ce: 0.1871, aux.acc_seg: 82.6101, loss: 0.5013 2024-03-04 13:18:33,152 - mmseg - INFO - Iter [42250/160000] lr: 2.534e-05, eta: 20:41:08, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2985, decode.acc_seg: 87.7039, aux.loss_ce: 0.1729, aux.acc_seg: 83.2313, loss: 0.4714 2024-03-04 13:19:03,604 - mmseg - INFO - Iter [42300/160000] lr: 2.533e-05, eta: 20:40:33, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3309, decode.acc_seg: 86.8325, aux.loss_ce: 0.1950, aux.acc_seg: 81.7624, loss: 0.5259 2024-03-04 13:19:34,336 - mmseg - INFO - Iter [42350/160000] lr: 2.532e-05, eta: 20:39:59, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.3174, decode.acc_seg: 87.2579, aux.loss_ce: 0.1861, aux.acc_seg: 82.3630, loss: 0.5034 2024-03-04 13:20:05,025 - mmseg - INFO - Iter [42400/160000] lr: 2.531e-05, eta: 20:39:25, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2982, decode.acc_seg: 88.3399, aux.loss_ce: 0.1735, aux.acc_seg: 83.4462, loss: 0.4716 2024-03-04 13:20:35,939 - mmseg - INFO - Iter [42450/160000] lr: 2.530e-05, eta: 20:38:52, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.3025, decode.acc_seg: 87.7356, aux.loss_ce: 0.1718, aux.acc_seg: 83.4821, loss: 0.4743 2024-03-04 13:21:06,478 - mmseg - INFO - Iter [42500/160000] lr: 2.529e-05, eta: 20:38:17, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3179, decode.acc_seg: 87.0368, aux.loss_ce: 0.1862, aux.acc_seg: 82.5585, loss: 0.5042 2024-03-04 13:21:36,965 - mmseg - INFO - Iter [42550/160000] lr: 2.528e-05, eta: 20:37:42, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3450, decode.acc_seg: 86.6473, aux.loss_ce: 0.2010, aux.acc_seg: 81.4724, loss: 0.5460 2024-03-04 13:22:07,470 - mmseg - INFO - Iter [42600/160000] lr: 2.527e-05, eta: 20:37:08, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3263, decode.acc_seg: 87.0012, aux.loss_ce: 0.1936, aux.acc_seg: 82.2253, loss: 0.5199 2024-03-04 13:22:38,067 - mmseg - INFO - Iter [42650/160000] lr: 2.526e-05, eta: 20:36:33, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3289, decode.acc_seg: 86.8882, aux.loss_ce: 0.1918, aux.acc_seg: 82.2811, loss: 0.5206 2024-03-04 13:23:08,593 - mmseg - INFO - Iter [42700/160000] lr: 2.525e-05, eta: 20:35:59, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3202, decode.acc_seg: 87.1623, aux.loss_ce: 0.1880, aux.acc_seg: 81.9379, loss: 0.5082 2024-03-04 13:23:39,460 - mmseg - INFO - Iter [42750/160000] lr: 2.524e-05, eta: 20:35:25, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3012, decode.acc_seg: 87.7519, aux.loss_ce: 0.1827, aux.acc_seg: 82.4686, loss: 0.4838 2024-03-04 13:24:10,176 - mmseg - INFO - Iter [42800/160000] lr: 2.523e-05, eta: 20:34:51, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3273, decode.acc_seg: 86.8407, aux.loss_ce: 0.1894, aux.acc_seg: 82.0135, loss: 0.5167 2024-03-04 13:24:40,763 - mmseg - INFO - Iter [42850/160000] lr: 2.521e-05, eta: 20:34:16, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3157, decode.acc_seg: 87.3338, aux.loss_ce: 0.1779, aux.acc_seg: 82.9888, loss: 0.4936 2024-03-04 13:25:11,599 - mmseg - INFO - Iter [42900/160000] lr: 2.520e-05, eta: 20:33:43, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3419, decode.acc_seg: 86.4533, aux.loss_ce: 0.1942, aux.acc_seg: 81.7045, loss: 0.5361 2024-03-04 13:25:45,256 - mmseg - INFO - Iter [42950/160000] lr: 2.519e-05, eta: 20:33:17, time: 0.673, data_time: 0.061, memory: 7582, decode.loss_ce: 0.3195, decode.acc_seg: 87.2413, aux.loss_ce: 0.1825, aux.acc_seg: 82.8730, loss: 0.5021 2024-03-04 13:26:15,863 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:26:15,863 - mmseg - INFO - Iter [43000/160000] lr: 2.518e-05, eta: 20:32:42, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3070, decode.acc_seg: 87.7481, aux.loss_ce: 0.1796, aux.acc_seg: 83.0497, loss: 0.4866 2024-03-04 13:26:46,491 - mmseg - INFO - Iter [43050/160000] lr: 2.517e-05, eta: 20:32:08, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2969, decode.acc_seg: 87.8039, aux.loss_ce: 0.1752, aux.acc_seg: 83.1652, loss: 0.4722 2024-03-04 13:27:17,149 - mmseg - INFO - Iter [43100/160000] lr: 2.516e-05, eta: 20:31:34, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2901, decode.acc_seg: 88.1387, aux.loss_ce: 0.1681, aux.acc_seg: 83.7822, loss: 0.4582 2024-03-04 13:27:47,862 - mmseg - INFO - Iter [43150/160000] lr: 2.515e-05, eta: 20:31:00, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2882, decode.acc_seg: 88.2635, aux.loss_ce: 0.1775, aux.acc_seg: 83.0853, loss: 0.4657 2024-03-04 13:28:18,470 - mmseg - INFO - Iter [43200/160000] lr: 2.514e-05, eta: 20:30:26, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3004, decode.acc_seg: 87.9660, aux.loss_ce: 0.1746, aux.acc_seg: 83.4009, loss: 0.4751 2024-03-04 13:28:48,960 - mmseg - INFO - Iter [43250/160000] lr: 2.513e-05, eta: 20:29:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3061, decode.acc_seg: 87.6090, aux.loss_ce: 0.1781, aux.acc_seg: 83.0019, loss: 0.4842 2024-03-04 13:29:19,444 - mmseg - INFO - Iter [43300/160000] lr: 2.512e-05, eta: 20:29:16, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2890, decode.acc_seg: 88.2549, aux.loss_ce: 0.1727, aux.acc_seg: 83.3805, loss: 0.4617 2024-03-04 13:29:50,245 - mmseg - INFO - Iter [43350/160000] lr: 2.511e-05, eta: 20:28:43, time: 0.616, data_time: 0.016, memory: 7582, decode.loss_ce: 0.3175, decode.acc_seg: 88.1346, aux.loss_ce: 0.1814, aux.acc_seg: 83.4125, loss: 0.4989 2024-03-04 13:30:20,943 - mmseg - INFO - Iter [43400/160000] lr: 2.510e-05, eta: 20:28:09, time: 0.614, data_time: 0.014, memory: 7582, decode.loss_ce: 0.2854, decode.acc_seg: 88.3345, aux.loss_ce: 0.1675, aux.acc_seg: 84.0160, loss: 0.4529 2024-03-04 13:30:51,413 - mmseg - INFO - Iter [43450/160000] lr: 2.509e-05, eta: 20:27:34, time: 0.609, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2993, decode.acc_seg: 88.1697, aux.loss_ce: 0.1728, aux.acc_seg: 83.6500, loss: 0.4721 2024-03-04 13:31:21,950 - mmseg - INFO - Iter [43500/160000] lr: 2.507e-05, eta: 20:27:00, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3135, decode.acc_seg: 87.6536, aux.loss_ce: 0.1862, aux.acc_seg: 82.6134, loss: 0.4997 2024-03-04 13:31:52,527 - mmseg - INFO - Iter [43550/160000] lr: 2.506e-05, eta: 20:26:25, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3189, decode.acc_seg: 87.5799, aux.loss_ce: 0.1837, aux.acc_seg: 83.1641, loss: 0.5026 2024-03-04 13:32:23,235 - mmseg - INFO - Iter [43600/160000] lr: 2.505e-05, eta: 20:25:51, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3173, decode.acc_seg: 87.3560, aux.loss_ce: 0.1847, aux.acc_seg: 82.4355, loss: 0.5020 2024-03-04 13:32:53,710 - mmseg - INFO - Iter [43650/160000] lr: 2.504e-05, eta: 20:25:17, time: 0.610, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3106, decode.acc_seg: 87.3515, aux.loss_ce: 0.1825, aux.acc_seg: 82.5222, loss: 0.4931 2024-03-04 13:33:24,198 - mmseg - INFO - Iter [43700/160000] lr: 2.503e-05, eta: 20:24:42, time: 0.610, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2954, decode.acc_seg: 87.9455, aux.loss_ce: 0.1674, aux.acc_seg: 83.6747, loss: 0.4628 2024-03-04 13:33:54,832 - mmseg - INFO - Iter [43750/160000] lr: 2.502e-05, eta: 20:24:08, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3193, decode.acc_seg: 87.3456, aux.loss_ce: 0.1839, aux.acc_seg: 82.9853, loss: 0.5032 2024-03-04 13:34:25,396 - mmseg - INFO - Iter [43800/160000] lr: 2.501e-05, eta: 20:23:34, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3323, decode.acc_seg: 86.6126, aux.loss_ce: 0.1855, aux.acc_seg: 82.4628, loss: 0.5178 2024-03-04 13:34:55,882 - mmseg - INFO - Iter [43850/160000] lr: 2.500e-05, eta: 20:22:59, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3287, decode.acc_seg: 86.9176, aux.loss_ce: 0.1825, aux.acc_seg: 82.8273, loss: 0.5112 2024-03-04 13:35:26,622 - mmseg - INFO - Iter [43900/160000] lr: 2.499e-05, eta: 20:22:25, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3075, decode.acc_seg: 87.7787, aux.loss_ce: 0.1801, aux.acc_seg: 83.2901, loss: 0.4876 2024-03-04 13:35:57,130 - mmseg - INFO - Iter [43950/160000] lr: 2.498e-05, eta: 20:21:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3200, decode.acc_seg: 87.4005, aux.loss_ce: 0.1787, aux.acc_seg: 83.0524, loss: 0.4987 2024-03-04 13:36:27,864 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:36:27,865 - mmseg - INFO - Iter [44000/160000] lr: 2.497e-05, eta: 20:21:17, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3158, decode.acc_seg: 86.8101, aux.loss_ce: 0.1826, aux.acc_seg: 82.1275, loss: 0.4984 2024-03-04 13:36:58,363 - mmseg - INFO - Iter [44050/160000] lr: 2.496e-05, eta: 20:20:43, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3228, decode.acc_seg: 87.0002, aux.loss_ce: 0.1821, aux.acc_seg: 82.8663, loss: 0.5049 2024-03-04 13:37:28,962 - mmseg - INFO - Iter [44100/160000] lr: 2.495e-05, eta: 20:20:08, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2938, decode.acc_seg: 88.1940, aux.loss_ce: 0.1698, aux.acc_seg: 83.8695, loss: 0.4636 2024-03-04 13:37:59,567 - mmseg - INFO - Iter [44150/160000] lr: 2.494e-05, eta: 20:19:34, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3079, decode.acc_seg: 87.6164, aux.loss_ce: 0.1806, aux.acc_seg: 82.7123, loss: 0.4884 2024-03-04 13:38:30,058 - mmseg - INFO - Iter [44200/160000] lr: 2.492e-05, eta: 20:19:00, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3052, decode.acc_seg: 87.6691, aux.loss_ce: 0.1746, aux.acc_seg: 83.6511, loss: 0.4798 2024-03-04 13:39:03,674 - mmseg - INFO - Iter [44250/160000] lr: 2.491e-05, eta: 20:18:34, time: 0.672, data_time: 0.065, memory: 7582, decode.loss_ce: 0.2783, decode.acc_seg: 88.6809, aux.loss_ce: 0.1684, aux.acc_seg: 84.0300, loss: 0.4468 2024-03-04 13:39:34,551 - mmseg - INFO - Iter [44300/160000] lr: 2.490e-05, eta: 20:18:00, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2887, decode.acc_seg: 88.4417, aux.loss_ce: 0.1726, aux.acc_seg: 83.7519, loss: 0.4613 2024-03-04 13:40:05,105 - mmseg - INFO - Iter [44350/160000] lr: 2.489e-05, eta: 20:17:26, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2926, decode.acc_seg: 88.1661, aux.loss_ce: 0.1741, aux.acc_seg: 83.8972, loss: 0.4667 2024-03-04 13:40:35,947 - mmseg - INFO - Iter [44400/160000] lr: 2.488e-05, eta: 20:16:52, time: 0.617, data_time: 0.015, memory: 7582, decode.loss_ce: 0.2814, decode.acc_seg: 88.5327, aux.loss_ce: 0.1631, aux.acc_seg: 84.4497, loss: 0.4445 2024-03-04 13:41:06,958 - mmseg - INFO - Iter [44450/160000] lr: 2.487e-05, eta: 20:16:19, time: 0.620, data_time: 0.018, memory: 7582, decode.loss_ce: 0.3009, decode.acc_seg: 87.8504, aux.loss_ce: 0.1833, aux.acc_seg: 82.6541, loss: 0.4842 2024-03-04 13:41:37,976 - mmseg - INFO - Iter [44500/160000] lr: 2.486e-05, eta: 20:15:46, time: 0.620, data_time: 0.018, memory: 7582, decode.loss_ce: 0.2954, decode.acc_seg: 87.9430, aux.loss_ce: 0.1735, aux.acc_seg: 83.5359, loss: 0.4689 2024-03-04 13:42:08,799 - mmseg - INFO - Iter [44550/160000] lr: 2.485e-05, eta: 20:15:13, time: 0.616, data_time: 0.014, memory: 7582, decode.loss_ce: 0.2907, decode.acc_seg: 88.2026, aux.loss_ce: 0.1723, aux.acc_seg: 83.7120, loss: 0.4630 2024-03-04 13:42:39,406 - mmseg - INFO - Iter [44600/160000] lr: 2.484e-05, eta: 20:14:39, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3015, decode.acc_seg: 87.7772, aux.loss_ce: 0.1757, aux.acc_seg: 83.2775, loss: 0.4773 2024-03-04 13:43:10,212 - mmseg - INFO - Iter [44650/160000] lr: 2.483e-05, eta: 20:14:05, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3018, decode.acc_seg: 87.5035, aux.loss_ce: 0.1752, aux.acc_seg: 83.3173, loss: 0.4770 2024-03-04 13:43:41,021 - mmseg - INFO - Iter [44700/160000] lr: 2.482e-05, eta: 20:13:32, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3284, decode.acc_seg: 86.9135, aux.loss_ce: 0.1843, aux.acc_seg: 82.5561, loss: 0.5127 2024-03-04 13:44:11,614 - mmseg - INFO - Iter [44750/160000] lr: 2.481e-05, eta: 20:12:57, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3011, decode.acc_seg: 88.1796, aux.loss_ce: 0.1754, aux.acc_seg: 83.7150, loss: 0.4764 2024-03-04 13:44:42,229 - mmseg - INFO - Iter [44800/160000] lr: 2.480e-05, eta: 20:12:23, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2997, decode.acc_seg: 88.0139, aux.loss_ce: 0.1755, aux.acc_seg: 83.3463, loss: 0.4752 2024-03-04 13:45:12,996 - mmseg - INFO - Iter [44850/160000] lr: 2.478e-05, eta: 20:11:50, time: 0.615, data_time: 0.014, memory: 7582, decode.loss_ce: 0.3222, decode.acc_seg: 87.1558, aux.loss_ce: 0.1826, aux.acc_seg: 82.8772, loss: 0.5047 2024-03-04 13:45:43,772 - mmseg - INFO - Iter [44900/160000] lr: 2.477e-05, eta: 20:11:16, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2943, decode.acc_seg: 88.2914, aux.loss_ce: 0.1676, aux.acc_seg: 83.9323, loss: 0.4619 2024-03-04 13:46:14,289 - mmseg - INFO - Iter [44950/160000] lr: 2.476e-05, eta: 20:10:42, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3155, decode.acc_seg: 87.5286, aux.loss_ce: 0.1760, aux.acc_seg: 83.5695, loss: 0.4915 2024-03-04 13:46:44,835 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:46:44,835 - mmseg - INFO - Iter [45000/160000] lr: 2.475e-05, eta: 20:10:08, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2882, decode.acc_seg: 88.1950, aux.loss_ce: 0.1701, aux.acc_seg: 83.4183, loss: 0.4583 2024-03-04 13:47:15,212 - mmseg - INFO - Iter [45050/160000] lr: 2.474e-05, eta: 20:09:33, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2906, decode.acc_seg: 88.3123, aux.loss_ce: 0.1687, aux.acc_seg: 83.8842, loss: 0.4593 2024-03-04 13:47:45,582 - mmseg - INFO - Iter [45100/160000] lr: 2.473e-05, eta: 20:08:58, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3163, decode.acc_seg: 87.2924, aux.loss_ce: 0.1809, aux.acc_seg: 82.8266, loss: 0.4972 2024-03-04 13:48:16,197 - mmseg - INFO - Iter [45150/160000] lr: 2.472e-05, eta: 20:08:24, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3004, decode.acc_seg: 88.0178, aux.loss_ce: 0.1759, aux.acc_seg: 83.4678, loss: 0.4763 2024-03-04 13:48:46,777 - mmseg - INFO - Iter [45200/160000] lr: 2.471e-05, eta: 20:07:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3064, decode.acc_seg: 87.6823, aux.loss_ce: 0.1698, aux.acc_seg: 83.6312, loss: 0.4762 2024-03-04 13:49:17,428 - mmseg - INFO - Iter [45250/160000] lr: 2.470e-05, eta: 20:07:16, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2852, decode.acc_seg: 88.0398, aux.loss_ce: 0.1716, aux.acc_seg: 83.3321, loss: 0.4568 2024-03-04 13:49:48,004 - mmseg - INFO - Iter [45300/160000] lr: 2.469e-05, eta: 20:06:42, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2947, decode.acc_seg: 87.9873, aux.loss_ce: 0.1782, aux.acc_seg: 82.6037, loss: 0.4730 2024-03-04 13:50:18,648 - mmseg - INFO - Iter [45350/160000] lr: 2.468e-05, eta: 20:06:09, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3035, decode.acc_seg: 88.0734, aux.loss_ce: 0.1764, aux.acc_seg: 83.7620, loss: 0.4799 2024-03-04 13:50:49,404 - mmseg - INFO - Iter [45400/160000] lr: 2.467e-05, eta: 20:05:35, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3117, decode.acc_seg: 87.7068, aux.loss_ce: 0.1794, aux.acc_seg: 83.0732, loss: 0.4912 2024-03-04 13:51:19,900 - mmseg - INFO - Iter [45450/160000] lr: 2.466e-05, eta: 20:05:01, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2934, decode.acc_seg: 88.3128, aux.loss_ce: 0.1745, aux.acc_seg: 83.5508, loss: 0.4678 2024-03-04 13:51:53,490 - mmseg - INFO - Iter [45500/160000] lr: 2.464e-05, eta: 20:04:34, time: 0.672, data_time: 0.065, memory: 7582, decode.loss_ce: 0.3072, decode.acc_seg: 87.5537, aux.loss_ce: 0.1780, aux.acc_seg: 83.0432, loss: 0.4852 2024-03-04 13:52:24,178 - mmseg - INFO - Iter [45550/160000] lr: 2.463e-05, eta: 20:04:01, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2929, decode.acc_seg: 88.1216, aux.loss_ce: 0.1709, aux.acc_seg: 83.7733, loss: 0.4638 2024-03-04 13:52:54,751 - mmseg - INFO - Iter [45600/160000] lr: 2.462e-05, eta: 20:03:26, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2793, decode.acc_seg: 88.5709, aux.loss_ce: 0.1703, aux.acc_seg: 83.7077, loss: 0.4496 2024-03-04 13:53:25,352 - mmseg - INFO - Iter [45650/160000] lr: 2.461e-05, eta: 20:02:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2936, decode.acc_seg: 87.9938, aux.loss_ce: 0.1737, aux.acc_seg: 83.5624, loss: 0.4672 2024-03-04 13:53:56,030 - mmseg - INFO - Iter [45700/160000] lr: 2.460e-05, eta: 20:02:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3064, decode.acc_seg: 87.6384, aux.loss_ce: 0.1761, aux.acc_seg: 83.1832, loss: 0.4824 2024-03-04 13:54:26,546 - mmseg - INFO - Iter [45750/160000] lr: 2.459e-05, eta: 20:01:45, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3082, decode.acc_seg: 87.8136, aux.loss_ce: 0.1744, aux.acc_seg: 83.7515, loss: 0.4826 2024-03-04 13:54:57,280 - mmseg - INFO - Iter [45800/160000] lr: 2.458e-05, eta: 20:01:11, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2945, decode.acc_seg: 88.2224, aux.loss_ce: 0.1699, aux.acc_seg: 84.0083, loss: 0.4645 2024-03-04 13:55:27,738 - mmseg - INFO - Iter [45850/160000] lr: 2.457e-05, eta: 20:00:37, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2848, decode.acc_seg: 88.6049, aux.loss_ce: 0.1680, aux.acc_seg: 83.8975, loss: 0.4528 2024-03-04 13:55:58,271 - mmseg - INFO - Iter [45900/160000] lr: 2.456e-05, eta: 20:00:03, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2737, decode.acc_seg: 88.5635, aux.loss_ce: 0.1628, aux.acc_seg: 84.0028, loss: 0.4366 2024-03-04 13:56:28,929 - mmseg - INFO - Iter [45950/160000] lr: 2.455e-05, eta: 19:59:29, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2869, decode.acc_seg: 88.1780, aux.loss_ce: 0.1737, aux.acc_seg: 83.6128, loss: 0.4606 2024-03-04 13:56:59,517 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 13:56:59,517 - mmseg - INFO - Iter [46000/160000] lr: 2.454e-05, eta: 19:58:55, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3056, decode.acc_seg: 87.9772, aux.loss_ce: 0.1826, aux.acc_seg: 83.1855, loss: 0.4883 2024-03-04 13:57:30,152 - mmseg - INFO - Iter [46050/160000] lr: 2.453e-05, eta: 19:58:21, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2945, decode.acc_seg: 88.4373, aux.loss_ce: 0.1755, aux.acc_seg: 83.5664, loss: 0.4700 2024-03-04 13:58:00,662 - mmseg - INFO - Iter [46100/160000] lr: 2.452e-05, eta: 19:57:47, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2938, decode.acc_seg: 88.1182, aux.loss_ce: 0.1697, aux.acc_seg: 83.8233, loss: 0.4636 2024-03-04 13:58:31,354 - mmseg - INFO - Iter [46150/160000] lr: 2.450e-05, eta: 19:57:13, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3033, decode.acc_seg: 87.9755, aux.loss_ce: 0.1774, aux.acc_seg: 83.6323, loss: 0.4807 2024-03-04 13:59:01,700 - mmseg - INFO - Iter [46200/160000] lr: 2.449e-05, eta: 19:56:39, time: 0.607, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2985, decode.acc_seg: 88.0098, aux.loss_ce: 0.1727, aux.acc_seg: 83.6480, loss: 0.4712 2024-03-04 13:59:32,380 - mmseg - INFO - Iter [46250/160000] lr: 2.448e-05, eta: 19:56:05, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2941, decode.acc_seg: 88.1093, aux.loss_ce: 0.1775, aux.acc_seg: 83.2835, loss: 0.4716 2024-03-04 14:00:03,064 - mmseg - INFO - Iter [46300/160000] lr: 2.447e-05, eta: 19:55:31, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2971, decode.acc_seg: 87.8136, aux.loss_ce: 0.1786, aux.acc_seg: 83.0957, loss: 0.4756 2024-03-04 14:00:33,734 - mmseg - INFO - Iter [46350/160000] lr: 2.446e-05, eta: 19:54:58, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2870, decode.acc_seg: 88.1467, aux.loss_ce: 0.1695, aux.acc_seg: 83.3872, loss: 0.4565 2024-03-04 14:01:04,402 - mmseg - INFO - Iter [46400/160000] lr: 2.445e-05, eta: 19:54:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3085, decode.acc_seg: 87.2962, aux.loss_ce: 0.1748, aux.acc_seg: 83.0061, loss: 0.4832 2024-03-04 14:01:34,991 - mmseg - INFO - Iter [46450/160000] lr: 2.444e-05, eta: 19:53:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2735, decode.acc_seg: 88.9302, aux.loss_ce: 0.1588, aux.acc_seg: 84.6932, loss: 0.4323 2024-03-04 14:02:05,662 - mmseg - INFO - Iter [46500/160000] lr: 2.443e-05, eta: 19:53:17, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3068, decode.acc_seg: 87.6015, aux.loss_ce: 0.1752, aux.acc_seg: 83.6057, loss: 0.4820 2024-03-04 14:02:36,375 - mmseg - INFO - Iter [46550/160000] lr: 2.442e-05, eta: 19:52:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2980, decode.acc_seg: 88.0388, aux.loss_ce: 0.1771, aux.acc_seg: 83.3030, loss: 0.4750 2024-03-04 14:03:06,984 - mmseg - INFO - Iter [46600/160000] lr: 2.441e-05, eta: 19:52:09, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3029, decode.acc_seg: 87.6842, aux.loss_ce: 0.1776, aux.acc_seg: 83.2005, loss: 0.4804 2024-03-04 14:03:37,527 - mmseg - INFO - Iter [46650/160000] lr: 2.440e-05, eta: 19:51:35, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2937, decode.acc_seg: 87.7643, aux.loss_ce: 0.1703, aux.acc_seg: 83.2729, loss: 0.4640 2024-03-04 14:04:08,101 - mmseg - INFO - Iter [46700/160000] lr: 2.439e-05, eta: 19:51:01, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3212, decode.acc_seg: 87.0298, aux.loss_ce: 0.1817, aux.acc_seg: 82.5784, loss: 0.5029 2024-03-04 14:04:41,644 - mmseg - INFO - Iter [46750/160000] lr: 2.438e-05, eta: 19:50:35, time: 0.671, data_time: 0.059, memory: 7582, decode.loss_ce: 0.3075, decode.acc_seg: 87.6515, aux.loss_ce: 0.1815, aux.acc_seg: 82.7621, loss: 0.4889 2024-03-04 14:05:12,373 - mmseg - INFO - Iter [46800/160000] lr: 2.436e-05, eta: 19:50:01, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2993, decode.acc_seg: 87.8176, aux.loss_ce: 0.1733, aux.acc_seg: 83.3227, loss: 0.4727 2024-03-04 14:05:42,945 - mmseg - INFO - Iter [46850/160000] lr: 2.435e-05, eta: 19:49:27, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2628, decode.acc_seg: 89.3491, aux.loss_ce: 0.1606, aux.acc_seg: 84.6998, loss: 0.4234 2024-03-04 14:06:13,541 - mmseg - INFO - Iter [46900/160000] lr: 2.434e-05, eta: 19:48:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2802, decode.acc_seg: 88.6118, aux.loss_ce: 0.1667, aux.acc_seg: 84.0545, loss: 0.4469 2024-03-04 14:06:44,083 - mmseg - INFO - Iter [46950/160000] lr: 2.433e-05, eta: 19:48:20, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2784, decode.acc_seg: 88.6626, aux.loss_ce: 0.1704, aux.acc_seg: 83.8368, loss: 0.4487 2024-03-04 14:07:14,766 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:07:14,767 - mmseg - INFO - Iter [47000/160000] lr: 2.432e-05, eta: 19:47:46, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2842, decode.acc_seg: 88.2751, aux.loss_ce: 0.1654, aux.acc_seg: 84.0982, loss: 0.4496 2024-03-04 14:07:45,325 - mmseg - INFO - Iter [47050/160000] lr: 2.431e-05, eta: 19:47:12, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2829, decode.acc_seg: 88.6727, aux.loss_ce: 0.1662, aux.acc_seg: 84.4155, loss: 0.4491 2024-03-04 14:08:15,961 - mmseg - INFO - Iter [47100/160000] lr: 2.430e-05, eta: 19:46:38, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2628, decode.acc_seg: 89.2479, aux.loss_ce: 0.1555, aux.acc_seg: 84.8194, loss: 0.4183 2024-03-04 14:08:46,581 - mmseg - INFO - Iter [47150/160000] lr: 2.429e-05, eta: 19:46:05, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2727, decode.acc_seg: 89.0732, aux.loss_ce: 0.1609, aux.acc_seg: 84.8567, loss: 0.4336 2024-03-04 14:09:17,417 - mmseg - INFO - Iter [47200/160000] lr: 2.428e-05, eta: 19:45:31, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2932, decode.acc_seg: 88.4065, aux.loss_ce: 0.1776, aux.acc_seg: 83.3876, loss: 0.4708 2024-03-04 14:09:48,124 - mmseg - INFO - Iter [47250/160000] lr: 2.427e-05, eta: 19:44:58, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2893, decode.acc_seg: 88.2192, aux.loss_ce: 0.1699, aux.acc_seg: 84.1100, loss: 0.4592 2024-03-04 14:10:18,557 - mmseg - INFO - Iter [47300/160000] lr: 2.426e-05, eta: 19:44:24, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2780, decode.acc_seg: 88.8373, aux.loss_ce: 0.1608, aux.acc_seg: 84.6430, loss: 0.4388 2024-03-04 14:10:48,954 - mmseg - INFO - Iter [47350/160000] lr: 2.425e-05, eta: 19:43:50, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2857, decode.acc_seg: 88.4208, aux.loss_ce: 0.1663, aux.acc_seg: 83.9981, loss: 0.4520 2024-03-04 14:11:19,337 - mmseg - INFO - Iter [47400/160000] lr: 2.424e-05, eta: 19:43:15, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3159, decode.acc_seg: 87.8390, aux.loss_ce: 0.1812, aux.acc_seg: 83.2304, loss: 0.4971 2024-03-04 14:11:49,937 - mmseg - INFO - Iter [47450/160000] lr: 2.422e-05, eta: 19:42:42, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2965, decode.acc_seg: 87.7478, aux.loss_ce: 0.1738, aux.acc_seg: 83.0576, loss: 0.4703 2024-03-04 14:12:20,706 - mmseg - INFO - Iter [47500/160000] lr: 2.421e-05, eta: 19:42:08, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2895, decode.acc_seg: 88.1826, aux.loss_ce: 0.1742, aux.acc_seg: 83.3608, loss: 0.4637 2024-03-04 14:12:51,317 - mmseg - INFO - Iter [47550/160000] lr: 2.420e-05, eta: 19:41:35, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2923, decode.acc_seg: 88.0556, aux.loss_ce: 0.1664, aux.acc_seg: 84.0162, loss: 0.4587 2024-03-04 14:13:21,913 - mmseg - INFO - Iter [47600/160000] lr: 2.419e-05, eta: 19:41:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3003, decode.acc_seg: 88.0752, aux.loss_ce: 0.1761, aux.acc_seg: 83.4581, loss: 0.4764 2024-03-04 14:13:52,504 - mmseg - INFO - Iter [47650/160000] lr: 2.418e-05, eta: 19:40:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.3096, decode.acc_seg: 87.7568, aux.loss_ce: 0.1834, aux.acc_seg: 82.9112, loss: 0.4930 2024-03-04 14:14:23,098 - mmseg - INFO - Iter [47700/160000] lr: 2.417e-05, eta: 19:39:54, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2981, decode.acc_seg: 87.9027, aux.loss_ce: 0.1813, aux.acc_seg: 82.7898, loss: 0.4793 2024-03-04 14:14:53,756 - mmseg - INFO - Iter [47750/160000] lr: 2.416e-05, eta: 19:39:20, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2898, decode.acc_seg: 88.2198, aux.loss_ce: 0.1724, aux.acc_seg: 83.4914, loss: 0.4622 2024-03-04 14:15:24,602 - mmseg - INFO - Iter [47800/160000] lr: 2.415e-05, eta: 19:38:47, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2875, decode.acc_seg: 88.2748, aux.loss_ce: 0.1691, aux.acc_seg: 84.0853, loss: 0.4566 2024-03-04 14:15:55,231 - mmseg - INFO - Iter [47850/160000] lr: 2.414e-05, eta: 19:38:13, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2937, decode.acc_seg: 87.9620, aux.loss_ce: 0.1705, aux.acc_seg: 83.7101, loss: 0.4642 2024-03-04 14:16:25,999 - mmseg - INFO - Iter [47900/160000] lr: 2.413e-05, eta: 19:37:40, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2805, decode.acc_seg: 88.6820, aux.loss_ce: 0.1642, aux.acc_seg: 84.6555, loss: 0.4447 2024-03-04 14:16:56,771 - mmseg - INFO - Iter [47950/160000] lr: 2.412e-05, eta: 19:37:07, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2884, decode.acc_seg: 88.1511, aux.loss_ce: 0.1710, aux.acc_seg: 83.4428, loss: 0.4594 2024-03-04 14:17:30,435 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:17:30,435 - mmseg - INFO - Iter [48000/160000] lr: 2.411e-05, eta: 19:36:40, time: 0.673, data_time: 0.064, memory: 7582, decode.loss_ce: 0.3163, decode.acc_seg: 87.1420, aux.loss_ce: 0.1824, aux.acc_seg: 82.6185, loss: 0.4986 2024-03-04 14:20:02,412 - mmseg - INFO - per class results: 2024-03-04 14:20:02,421 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 75.55 | 86.05 | | building | 81.47 | 89.93 | | sky | 94.24 | 97.5 | | floor | 80.39 | 89.63 | | tree | 73.39 | 87.71 | | ceiling | 81.89 | 92.23 | | road | 83.13 | 91.16 | | bed | 88.46 | 95.27 | | windowpane | 59.88 | 77.74 | | grass | 63.13 | 71.9 | | cabinet | 57.78 | 67.51 | | sidewalk | 63.33 | 74.05 | | person | 80.04 | 92.92 | | earth | 35.66 | 54.94 | | door | 46.88 | 67.17 | | table | 56.28 | 80.95 | | mountain | 54.51 | 82.14 | | plant | 51.28 | 60.4 | | curtain | 72.69 | 82.65 | | chair | 57.09 | 71.78 | | car | 81.91 | 91.6 | | water | 49.27 | 63.26 | | painting | 71.03 | 88.4 | | sofa | 64.07 | 81.73 | | shelf | 39.87 | 63.05 | | house | 40.19 | 56.29 | | sea | 46.27 | 70.23 | | mirror | 62.33 | 70.92 | | rug | 58.41 | 74.08 | | field | 27.64 | 49.27 | | armchair | 41.58 | 59.53 | | seat | 61.18 | 76.21 | | fence | 39.67 | 61.23 | | desk | 45.76 | 70.45 | | rock | 26.82 | 34.95 | | wardrobe | 42.33 | 63.09 | | lamp | 60.27 | 76.84 | | bathtub | 73.2 | 79.98 | | railing | 34.43 | 53.62 | | cushion | 55.88 | 71.6 | | base | 27.12 | 34.42 | | box | 19.88 | 23.27 | | column | 40.68 | 60.9 | | signboard | 36.82 | 52.26 | | chest of drawers | 48.18 | 69.7 | | counter | 30.99 | 35.81 | | sand | 36.71 | 47.73 | | sink | 67.69 | 80.48 | | skyscraper | 61.54 | 77.35 | | fireplace | 72.84 | 89.63 | | refrigerator | 68.51 | 79.26 | | grandstand | 36.36 | 66.7 | | path | 23.08 | 32.39 | | stairs | 27.38 | 32.44 | | runway | 70.93 | 94.39 | | case | 59.55 | 75.93 | | pool table | 92.22 | 96.36 | | pillow | 57.41 | 68.75 | | screen door | 63.4 | 74.6 | | stairway | 28.05 | 36.83 | | river | 13.76 | 32.74 | | bridge | 56.87 | 69.99 | | bookcase | 36.31 | 56.34 | | blind | 41.7 | 51.02 | | coffee table | 61.24 | 75.57 | | toilet | 82.14 | 90.33 | | flower | 38.73 | 52.22 | | book | 41.09 | 64.82 | | hill | 5.01 | 7.07 | | bench | 40.49 | 50.65 | | countertop | 50.45 | 71.32 | | stove | 66.46 | 82.77 | | palm | 49.27 | 70.36 | | kitchen island | 33.69 | 69.34 | | computer | 67.7 | 78.41 | | swivel chair | 45.92 | 59.07 | | boat | 68.17 | 74.68 | | bar | 31.99 | 40.94 | | arcade machine | 62.34 | 67.12 | | hovel | 32.24 | 40.12 | | bus | 81.29 | 95.57 | | towel | 62.11 | 73.18 | | light | 50.28 | 54.51 | | truck | 8.68 | 10.76 | | tower | 18.73 | 25.37 | | chandelier | 66.72 | 84.42 | | awning | 20.83 | 27.75 | | streetlight | 23.45 | 29.79 | | booth | 40.0 | 45.36 | | television receiver | 63.18 | 80.18 | | airplane | 68.81 | 80.02 | | dirt track | 11.82 | 19.89 | | apparel | 28.84 | 50.19 | | pole | 20.93 | 31.59 | | land | 1.61 | 2.14 | | bannister | 14.3 | 20.32 | | escalator | 27.8 | 34.0 | | ottoman | 44.89 | 60.33 | | bottle | 19.06 | 21.35 | | buffet | 48.08 | 64.87 | | poster | 30.0 | 38.51 | | stage | 14.89 | 19.84 | | van | 40.67 | 51.81 | | ship | 53.81 | 58.3 | | fountain | 18.7 | 19.06 | | conveyer belt | 67.85 | 90.41 | | canopy | 18.74 | 20.73 | | washer | 71.68 | 72.87 | | plaything | 12.11 | 38.6 | | swimming pool | 55.67 | 80.69 | | stool | 41.31 | 54.86 | | barrel | 64.9 | 74.82 | | basket | 27.8 | 34.41 | | waterfall | 55.52 | 75.8 | | tent | 95.22 | 98.03 | | bag | 11.67 | 15.33 | | minibike | 71.38 | 82.75 | | cradle | 71.8 | 97.88 | | oven | 25.39 | 72.49 | | ball | 48.16 | 57.8 | | food | 49.42 | 58.26 | | step | 13.18 | 16.1 | | tank | 31.66 | 34.52 | | trade name | 13.19 | 13.77 | | microwave | 36.43 | 39.49 | | pot | 41.12 | 47.54 | | animal | 57.15 | 60.61 | | bicycle | 52.98 | 67.53 | | lake | 21.34 | 22.94 | | dishwasher | 52.51 | 65.32 | | screen | 68.69 | 80.1 | | blanket | 14.97 | 20.55 | | sculpture | 46.69 | 63.57 | | hood | 55.2 | 71.72 | | sconce | 38.61 | 47.77 | | vase | 36.1 | 53.49 | | traffic light | 25.11 | 40.4 | | tray | 2.97 | 4.48 | | ashcan | 32.64 | 46.95 | | fan | 57.17 | 69.9 | | pier | 42.98 | 60.9 | | crt screen | 5.72 | 10.01 | | plate | 47.32 | 63.84 | | monitor | 37.98 | 53.52 | | bulletin board | 38.73 | 48.97 | | shower | 0.0 | 0.0 | | radiator | 50.34 | 56.93 | | glass | 10.89 | 11.41 | | clock | 33.25 | 36.58 | | flag | 43.65 | 47.71 | +---------------------+-------+-------+ 2024-03-04 14:20:02,421 - mmseg - INFO - Summary: 2024-03-04 14:20:02,421 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 81.63 | 46.34 | 58.57 | +-------+-------+-------+ 2024-03-04 14:20:02,432 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:20:02,433 - mmseg - INFO - Iter(val) [500] aAcc: 0.8163, mIoU: 0.4634, mAcc: 0.5857, IoU.wall: 0.7555, IoU.building: 0.8147, IoU.sky: 0.9424, IoU.floor: 0.8039, IoU.tree: 0.7339, IoU.ceiling: 0.8189, IoU.road: 0.8313, IoU.bed : 0.8846, IoU.windowpane: 0.5988, IoU.grass: 0.6313, IoU.cabinet: 0.5778, IoU.sidewalk: 0.6333, IoU.person: 0.8004, IoU.earth: 0.3566, IoU.door: 0.4688, IoU.table: 0.5628, IoU.mountain: 0.5451, IoU.plant: 0.5128, IoU.curtain: 0.7269, IoU.chair: 0.5709, IoU.car: 0.8191, IoU.water: 0.4927, IoU.painting: 0.7103, IoU.sofa: 0.6407, IoU.shelf: 0.3987, IoU.house: 0.4019, IoU.sea: 0.4627, IoU.mirror: 0.6233, IoU.rug: 0.5841, IoU.field: 0.2764, IoU.armchair: 0.4158, IoU.seat: 0.6118, IoU.fence: 0.3967, IoU.desk: 0.4576, IoU.rock: 0.2682, IoU.wardrobe: 0.4233, IoU.lamp: 0.6027, IoU.bathtub: 0.7320, IoU.railing: 0.3443, IoU.cushion: 0.5588, IoU.base: 0.2712, IoU.box: 0.1988, IoU.column: 0.4068, IoU.signboard: 0.3682, IoU.chest of drawers: 0.4818, IoU.counter: 0.3099, IoU.sand: 0.3671, IoU.sink: 0.6769, IoU.skyscraper: 0.6154, IoU.fireplace: 0.7284, IoU.refrigerator: 0.6851, IoU.grandstand: 0.3636, IoU.path: 0.2308, IoU.stairs: 0.2738, IoU.runway: 0.7093, IoU.case: 0.5955, IoU.pool table: 0.9222, IoU.pillow: 0.5741, IoU.screen door: 0.6340, IoU.stairway: 0.2805, IoU.river: 0.1376, IoU.bridge: 0.5687, IoU.bookcase: 0.3631, IoU.blind: 0.4170, IoU.coffee table: 0.6124, IoU.toilet: 0.8214, IoU.flower: 0.3873, IoU.book: 0.4109, IoU.hill: 0.0501, IoU.bench: 0.4049, IoU.countertop: 0.5045, IoU.stove: 0.6646, IoU.palm: 0.4927, IoU.kitchen island: 0.3369, IoU.computer: 0.6770, IoU.swivel chair: 0.4592, IoU.boat: 0.6817, IoU.bar: 0.3199, IoU.arcade machine: 0.6234, IoU.hovel: 0.3224, IoU.bus: 0.8129, IoU.towel: 0.6211, IoU.light: 0.5028, IoU.truck: 0.0868, IoU.tower: 0.1873, IoU.chandelier: 0.6672, IoU.awning: 0.2083, IoU.streetlight: 0.2345, IoU.booth: 0.4000, IoU.television receiver: 0.6318, IoU.airplane: 0.6881, IoU.dirt track: 0.1182, IoU.apparel: 0.2884, IoU.pole: 0.2093, IoU.land: 0.0161, IoU.bannister: 0.1430, IoU.escalator: 0.2780, IoU.ottoman: 0.4489, IoU.bottle: 0.1906, IoU.buffet: 0.4808, IoU.poster: 0.3000, IoU.stage: 0.1489, IoU.van: 0.4067, IoU.ship: 0.5381, IoU.fountain: 0.1870, IoU.conveyer belt: 0.6785, IoU.canopy: 0.1874, IoU.washer: 0.7168, IoU.plaything: 0.1211, IoU.swimming pool: 0.5567, IoU.stool: 0.4131, IoU.barrel: 0.6490, IoU.basket: 0.2780, IoU.waterfall: 0.5552, IoU.tent: 0.9522, IoU.bag: 0.1167, IoU.minibike: 0.7138, IoU.cradle: 0.7180, IoU.oven: 0.2539, IoU.ball: 0.4816, IoU.food: 0.4942, IoU.step: 0.1318, IoU.tank: 0.3166, IoU.trade name: 0.1319, IoU.microwave: 0.3643, IoU.pot: 0.4112, IoU.animal: 0.5715, IoU.bicycle: 0.5298, IoU.lake: 0.2134, IoU.dishwasher: 0.5251, IoU.screen: 0.6869, IoU.blanket: 0.1497, IoU.sculpture: 0.4669, IoU.hood: 0.5520, IoU.sconce: 0.3861, IoU.vase: 0.3610, IoU.traffic light: 0.2511, IoU.tray: 0.0297, IoU.ashcan: 0.3264, IoU.fan: 0.5717, IoU.pier: 0.4298, IoU.crt screen: 0.0572, IoU.plate: 0.4732, IoU.monitor: 0.3798, IoU.bulletin board: 0.3873, IoU.shower: 0.0000, IoU.radiator: 0.5034, IoU.glass: 0.1089, IoU.clock: 0.3325, IoU.flag: 0.4365, Acc.wall: 0.8605, Acc.building: 0.8993, Acc.sky: 0.9750, Acc.floor: 0.8963, Acc.tree: 0.8771, Acc.ceiling: 0.9223, Acc.road: 0.9116, Acc.bed : 0.9527, Acc.windowpane: 0.7774, Acc.grass: 0.7190, Acc.cabinet: 0.6751, Acc.sidewalk: 0.7405, Acc.person: 0.9292, Acc.earth: 0.5494, Acc.door: 0.6717, Acc.table: 0.8095, Acc.mountain: 0.8214, Acc.plant: 0.6040, Acc.curtain: 0.8265, Acc.chair: 0.7178, Acc.car: 0.9160, Acc.water: 0.6326, Acc.painting: 0.8840, Acc.sofa: 0.8173, Acc.shelf: 0.6305, Acc.house: 0.5629, Acc.sea: 0.7023, Acc.mirror: 0.7092, Acc.rug: 0.7408, Acc.field: 0.4927, Acc.armchair: 0.5953, Acc.seat: 0.7621, Acc.fence: 0.6123, Acc.desk: 0.7045, Acc.rock: 0.3495, Acc.wardrobe: 0.6309, Acc.lamp: 0.7684, Acc.bathtub: 0.7998, Acc.railing: 0.5362, Acc.cushion: 0.7160, Acc.base: 0.3442, Acc.box: 0.2327, Acc.column: 0.6090, Acc.signboard: 0.5226, Acc.chest of drawers: 0.6970, Acc.counter: 0.3581, Acc.sand: 0.4773, Acc.sink: 0.8048, Acc.skyscraper: 0.7735, Acc.fireplace: 0.8963, Acc.refrigerator: 0.7926, Acc.grandstand: 0.6670, Acc.path: 0.3239, Acc.stairs: 0.3244, Acc.runway: 0.9439, Acc.case: 0.7593, Acc.pool table: 0.9636, Acc.pillow: 0.6875, Acc.screen door: 0.7460, Acc.stairway: 0.3683, Acc.river: 0.3274, Acc.bridge: 0.6999, Acc.bookcase: 0.5634, Acc.blind: 0.5102, Acc.coffee table: 0.7557, Acc.toilet: 0.9033, Acc.flower: 0.5222, Acc.book: 0.6482, Acc.hill: 0.0707, Acc.bench: 0.5065, Acc.countertop: 0.7132, Acc.stove: 0.8277, Acc.palm: 0.7036, Acc.kitchen island: 0.6934, Acc.computer: 0.7841, Acc.swivel chair: 0.5907, Acc.boat: 0.7468, Acc.bar: 0.4094, Acc.arcade machine: 0.6712, Acc.hovel: 0.4012, Acc.bus: 0.9557, Acc.towel: 0.7318, Acc.light: 0.5451, Acc.truck: 0.1076, Acc.tower: 0.2537, Acc.chandelier: 0.8442, Acc.awning: 0.2775, Acc.streetlight: 0.2979, Acc.booth: 0.4536, Acc.television receiver: 0.8018, Acc.airplane: 0.8002, Acc.dirt track: 0.1989, Acc.apparel: 0.5019, Acc.pole: 0.3159, Acc.land: 0.0214, Acc.bannister: 0.2032, Acc.escalator: 0.3400, Acc.ottoman: 0.6033, Acc.bottle: 0.2135, Acc.buffet: 0.6487, Acc.poster: 0.3851, Acc.stage: 0.1984, Acc.van: 0.5181, Acc.ship: 0.5830, Acc.fountain: 0.1906, Acc.conveyer belt: 0.9041, Acc.canopy: 0.2073, Acc.washer: 0.7287, Acc.plaything: 0.3860, Acc.swimming pool: 0.8069, Acc.stool: 0.5486, Acc.barrel: 0.7482, Acc.basket: 0.3441, Acc.waterfall: 0.7580, Acc.tent: 0.9803, Acc.bag: 0.1533, Acc.minibike: 0.8275, Acc.cradle: 0.9788, Acc.oven: 0.7249, Acc.ball: 0.5780, Acc.food: 0.5826, Acc.step: 0.1610, Acc.tank: 0.3452, Acc.trade name: 0.1377, Acc.microwave: 0.3949, Acc.pot: 0.4754, Acc.animal: 0.6061, Acc.bicycle: 0.6753, Acc.lake: 0.2294, Acc.dishwasher: 0.6532, Acc.screen: 0.8010, Acc.blanket: 0.2055, Acc.sculpture: 0.6357, Acc.hood: 0.7172, Acc.sconce: 0.4777, Acc.vase: 0.5349, Acc.traffic light: 0.4040, Acc.tray: 0.0448, Acc.ashcan: 0.4695, Acc.fan: 0.6990, Acc.pier: 0.6090, Acc.crt screen: 0.1001, Acc.plate: 0.6384, Acc.monitor: 0.5352, Acc.bulletin board: 0.4897, Acc.shower: 0.0000, Acc.radiator: 0.5693, Acc.glass: 0.1141, Acc.clock: 0.3658, Acc.flag: 0.4771 2024-03-04 14:20:32,872 - mmseg - INFO - Iter [48050/160000] lr: 2.410e-05, eta: 19:42:00, time: 3.649, data_time: 3.048, memory: 7582, decode.loss_ce: 0.2927, decode.acc_seg: 88.6963, aux.loss_ce: 0.1703, aux.acc_seg: 84.2129, loss: 0.4630 2024-03-04 14:21:03,466 - mmseg - INFO - Iter [48100/160000] lr: 2.408e-05, eta: 19:41:26, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2857, decode.acc_seg: 88.5176, aux.loss_ce: 0.1712, aux.acc_seg: 83.9230, loss: 0.4569 2024-03-04 14:21:33,930 - mmseg - INFO - Iter [48150/160000] lr: 2.407e-05, eta: 19:40:52, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2794, decode.acc_seg: 88.5854, aux.loss_ce: 0.1649, aux.acc_seg: 84.2202, loss: 0.4444 2024-03-04 14:22:04,473 - mmseg - INFO - Iter [48200/160000] lr: 2.406e-05, eta: 19:40:17, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2841, decode.acc_seg: 88.4314, aux.loss_ce: 0.1697, aux.acc_seg: 84.0132, loss: 0.4538 2024-03-04 14:22:35,118 - mmseg - INFO - Iter [48250/160000] lr: 2.405e-05, eta: 19:39:43, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2918, decode.acc_seg: 88.5338, aux.loss_ce: 0.1731, aux.acc_seg: 83.7103, loss: 0.4649 2024-03-04 14:23:05,757 - mmseg - INFO - Iter [48300/160000] lr: 2.404e-05, eta: 19:39:09, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2754, decode.acc_seg: 88.6503, aux.loss_ce: 0.1607, aux.acc_seg: 84.4561, loss: 0.4361 2024-03-04 14:23:36,334 - mmseg - INFO - Iter [48350/160000] lr: 2.403e-05, eta: 19:38:35, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2934, decode.acc_seg: 88.2511, aux.loss_ce: 0.1795, aux.acc_seg: 83.2696, loss: 0.4729 2024-03-04 14:24:06,830 - mmseg - INFO - Iter [48400/160000] lr: 2.402e-05, eta: 19:38:01, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2874, decode.acc_seg: 88.4378, aux.loss_ce: 0.1669, aux.acc_seg: 84.3201, loss: 0.4543 2024-03-04 14:24:37,601 - mmseg - INFO - Iter [48450/160000] lr: 2.401e-05, eta: 19:37:27, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2837, decode.acc_seg: 88.4759, aux.loss_ce: 0.1691, aux.acc_seg: 83.8054, loss: 0.4528 2024-03-04 14:25:08,202 - mmseg - INFO - Iter [48500/160000] lr: 2.400e-05, eta: 19:36:53, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2788, decode.acc_seg: 88.5406, aux.loss_ce: 0.1631, aux.acc_seg: 84.2308, loss: 0.4419 2024-03-04 14:25:39,103 - mmseg - INFO - Iter [48550/160000] lr: 2.399e-05, eta: 19:36:19, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2792, decode.acc_seg: 88.7982, aux.loss_ce: 0.1697, aux.acc_seg: 83.8603, loss: 0.4488 2024-03-04 14:26:09,604 - mmseg - INFO - Iter [48600/160000] lr: 2.398e-05, eta: 19:35:45, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2758, decode.acc_seg: 88.8717, aux.loss_ce: 0.1632, aux.acc_seg: 84.2516, loss: 0.4390 2024-03-04 14:26:40,159 - mmseg - INFO - Iter [48650/160000] lr: 2.397e-05, eta: 19:35:11, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2873, decode.acc_seg: 88.0553, aux.loss_ce: 0.1643, aux.acc_seg: 83.9178, loss: 0.4516 2024-03-04 14:27:10,519 - mmseg - INFO - Iter [48700/160000] lr: 2.396e-05, eta: 19:34:36, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2912, decode.acc_seg: 88.0824, aux.loss_ce: 0.1700, aux.acc_seg: 83.7035, loss: 0.4612 2024-03-04 14:27:41,155 - mmseg - INFO - Iter [48750/160000] lr: 2.394e-05, eta: 19:34:02, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2850, decode.acc_seg: 88.3301, aux.loss_ce: 0.1633, aux.acc_seg: 84.2780, loss: 0.4483 2024-03-04 14:28:11,778 - mmseg - INFO - Iter [48800/160000] lr: 2.393e-05, eta: 19:33:28, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2916, decode.acc_seg: 88.4235, aux.loss_ce: 0.1751, aux.acc_seg: 83.7670, loss: 0.4666 2024-03-04 14:28:42,463 - mmseg - INFO - Iter [48850/160000] lr: 2.392e-05, eta: 19:32:54, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2809, decode.acc_seg: 88.7363, aux.loss_ce: 0.1624, aux.acc_seg: 84.3678, loss: 0.4433 2024-03-04 14:29:13,204 - mmseg - INFO - Iter [48900/160000] lr: 2.391e-05, eta: 19:32:21, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2823, decode.acc_seg: 88.2934, aux.loss_ce: 0.1629, aux.acc_seg: 84.2543, loss: 0.4452 2024-03-04 14:29:43,978 - mmseg - INFO - Iter [48950/160000] lr: 2.390e-05, eta: 19:31:47, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3032, decode.acc_seg: 87.9982, aux.loss_ce: 0.1764, aux.acc_seg: 83.3680, loss: 0.4796 2024-03-04 14:30:14,692 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:30:14,692 - mmseg - INFO - Iter [49000/160000] lr: 2.389e-05, eta: 19:31:13, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3013, decode.acc_seg: 87.8362, aux.loss_ce: 0.1748, aux.acc_seg: 83.1909, loss: 0.4761 2024-03-04 14:30:45,278 - mmseg - INFO - Iter [49050/160000] lr: 2.388e-05, eta: 19:30:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2959, decode.acc_seg: 88.3407, aux.loss_ce: 0.1738, aux.acc_seg: 83.6083, loss: 0.4696 2024-03-04 14:31:15,930 - mmseg - INFO - Iter [49100/160000] lr: 2.387e-05, eta: 19:30:05, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3054, decode.acc_seg: 87.7504, aux.loss_ce: 0.1755, aux.acc_seg: 83.3587, loss: 0.4809 2024-03-04 14:31:46,681 - mmseg - INFO - Iter [49150/160000] lr: 2.386e-05, eta: 19:29:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2984, decode.acc_seg: 88.0623, aux.loss_ce: 0.1714, aux.acc_seg: 83.5859, loss: 0.4698 2024-03-04 14:32:17,465 - mmseg - INFO - Iter [49200/160000] lr: 2.385e-05, eta: 19:28:58, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2952, decode.acc_seg: 88.2644, aux.loss_ce: 0.1680, aux.acc_seg: 84.0237, loss: 0.4632 2024-03-04 14:32:48,029 - mmseg - INFO - Iter [49250/160000] lr: 2.384e-05, eta: 19:28:24, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2813, decode.acc_seg: 88.6924, aux.loss_ce: 0.1699, aux.acc_seg: 83.8909, loss: 0.4512 2024-03-04 14:33:21,576 - mmseg - INFO - Iter [49300/160000] lr: 2.383e-05, eta: 19:27:56, time: 0.671, data_time: 0.064, memory: 7582, decode.loss_ce: 0.3006, decode.acc_seg: 88.1306, aux.loss_ce: 0.1701, aux.acc_seg: 83.9098, loss: 0.4707 2024-03-04 14:33:52,040 - mmseg - INFO - Iter [49350/160000] lr: 2.382e-05, eta: 19:27:22, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2737, decode.acc_seg: 88.8815, aux.loss_ce: 0.1614, aux.acc_seg: 84.5655, loss: 0.4351 2024-03-04 14:34:22,734 - mmseg - INFO - Iter [49400/160000] lr: 2.381e-05, eta: 19:26:48, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2633, decode.acc_seg: 89.5929, aux.loss_ce: 0.1594, aux.acc_seg: 85.1824, loss: 0.4227 2024-03-04 14:34:53,291 - mmseg - INFO - Iter [49450/160000] lr: 2.379e-05, eta: 19:26:14, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.3026, decode.acc_seg: 88.0105, aux.loss_ce: 0.1712, aux.acc_seg: 83.7725, loss: 0.4738 2024-03-04 14:35:23,693 - mmseg - INFO - Iter [49500/160000] lr: 2.378e-05, eta: 19:25:40, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2975, decode.acc_seg: 87.9049, aux.loss_ce: 0.1793, aux.acc_seg: 82.6828, loss: 0.4767 2024-03-04 14:35:54,398 - mmseg - INFO - Iter [49550/160000] lr: 2.377e-05, eta: 19:25:06, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2778, decode.acc_seg: 88.7190, aux.loss_ce: 0.1636, aux.acc_seg: 84.2615, loss: 0.4414 2024-03-04 14:36:24,899 - mmseg - INFO - Iter [49600/160000] lr: 2.376e-05, eta: 19:24:32, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2761, decode.acc_seg: 89.1591, aux.loss_ce: 0.1668, aux.acc_seg: 84.3978, loss: 0.4429 2024-03-04 14:36:55,557 - mmseg - INFO - Iter [49650/160000] lr: 2.375e-05, eta: 19:23:58, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2833, decode.acc_seg: 88.6496, aux.loss_ce: 0.1631, aux.acc_seg: 84.5121, loss: 0.4464 2024-03-04 14:37:26,302 - mmseg - INFO - Iter [49700/160000] lr: 2.374e-05, eta: 19:23:24, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2801, decode.acc_seg: 88.6116, aux.loss_ce: 0.1664, aux.acc_seg: 84.0588, loss: 0.4466 2024-03-04 14:37:57,129 - mmseg - INFO - Iter [49750/160000] lr: 2.373e-05, eta: 19:22:51, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2775, decode.acc_seg: 88.9294, aux.loss_ce: 0.1659, aux.acc_seg: 84.2017, loss: 0.4434 2024-03-04 14:38:27,858 - mmseg - INFO - Iter [49800/160000] lr: 2.372e-05, eta: 19:22:17, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.3121, decode.acc_seg: 87.1206, aux.loss_ce: 0.1749, aux.acc_seg: 83.4966, loss: 0.4870 2024-03-04 14:38:58,462 - mmseg - INFO - Iter [49850/160000] lr: 2.371e-05, eta: 19:21:43, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2787, decode.acc_seg: 88.6373, aux.loss_ce: 0.1686, aux.acc_seg: 83.8056, loss: 0.4473 2024-03-04 14:39:29,094 - mmseg - INFO - Iter [49900/160000] lr: 2.370e-05, eta: 19:21:09, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2800, decode.acc_seg: 88.6606, aux.loss_ce: 0.1668, aux.acc_seg: 83.7272, loss: 0.4468 2024-03-04 14:39:59,702 - mmseg - INFO - Iter [49950/160000] lr: 2.369e-05, eta: 19:20:36, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2831, decode.acc_seg: 88.4831, aux.loss_ce: 0.1631, aux.acc_seg: 84.4437, loss: 0.4462 2024-03-04 14:40:30,240 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:40:30,240 - mmseg - INFO - Iter [50000/160000] lr: 2.368e-05, eta: 19:20:01, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2889, decode.acc_seg: 88.6631, aux.loss_ce: 0.1727, aux.acc_seg: 84.0022, loss: 0.4616 2024-03-04 14:41:00,835 - mmseg - INFO - Iter [50050/160000] lr: 2.367e-05, eta: 19:19:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2955, decode.acc_seg: 88.3088, aux.loss_ce: 0.1746, aux.acc_seg: 83.7360, loss: 0.4702 2024-03-04 14:41:31,530 - mmseg - INFO - Iter [50100/160000] lr: 2.365e-05, eta: 19:18:54, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2853, decode.acc_seg: 88.6144, aux.loss_ce: 0.1705, aux.acc_seg: 84.0596, loss: 0.4557 2024-03-04 14:42:02,293 - mmseg - INFO - Iter [50150/160000] lr: 2.364e-05, eta: 19:18:20, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2863, decode.acc_seg: 88.4693, aux.loss_ce: 0.1714, aux.acc_seg: 83.8508, loss: 0.4577 2024-03-04 14:42:32,970 - mmseg - INFO - Iter [50200/160000] lr: 2.363e-05, eta: 19:17:47, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2852, decode.acc_seg: 88.4336, aux.loss_ce: 0.1680, aux.acc_seg: 84.2686, loss: 0.4532 2024-03-04 14:43:03,552 - mmseg - INFO - Iter [50250/160000] lr: 2.362e-05, eta: 19:17:13, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2884, decode.acc_seg: 88.4845, aux.loss_ce: 0.1723, aux.acc_seg: 84.0095, loss: 0.4607 2024-03-04 14:43:34,228 - mmseg - INFO - Iter [50300/160000] lr: 2.361e-05, eta: 19:16:39, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2826, decode.acc_seg: 88.2821, aux.loss_ce: 0.1642, aux.acc_seg: 83.6939, loss: 0.4468 2024-03-04 14:44:04,724 - mmseg - INFO - Iter [50350/160000] lr: 2.360e-05, eta: 19:16:05, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2767, decode.acc_seg: 88.5504, aux.loss_ce: 0.1636, aux.acc_seg: 84.0108, loss: 0.4403 2024-03-04 14:44:35,383 - mmseg - INFO - Iter [50400/160000] lr: 2.359e-05, eta: 19:15:31, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3014, decode.acc_seg: 87.7640, aux.loss_ce: 0.1726, aux.acc_seg: 83.2008, loss: 0.4740 2024-03-04 14:45:06,039 - mmseg - INFO - Iter [50450/160000] lr: 2.358e-05, eta: 19:14:57, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3126, decode.acc_seg: 87.4431, aux.loss_ce: 0.1820, aux.acc_seg: 82.9862, loss: 0.4946 2024-03-04 14:45:36,855 - mmseg - INFO - Iter [50500/160000] lr: 2.357e-05, eta: 19:14:24, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3015, decode.acc_seg: 87.8379, aux.loss_ce: 0.1770, aux.acc_seg: 83.0694, loss: 0.4786 2024-03-04 14:46:10,635 - mmseg - INFO - Iter [50550/160000] lr: 2.356e-05, eta: 19:13:57, time: 0.675, data_time: 0.067, memory: 7582, decode.loss_ce: 0.2870, decode.acc_seg: 88.3953, aux.loss_ce: 0.1728, aux.acc_seg: 83.9288, loss: 0.4598 2024-03-04 14:46:41,332 - mmseg - INFO - Iter [50600/160000] lr: 2.355e-05, eta: 19:13:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2804, decode.acc_seg: 88.5603, aux.loss_ce: 0.1647, aux.acc_seg: 84.4320, loss: 0.4451 2024-03-04 14:47:11,983 - mmseg - INFO - Iter [50650/160000] lr: 2.354e-05, eta: 19:12:50, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2670, decode.acc_seg: 89.3703, aux.loss_ce: 0.1600, aux.acc_seg: 85.2043, loss: 0.4271 2024-03-04 14:47:42,727 - mmseg - INFO - Iter [50700/160000] lr: 2.353e-05, eta: 19:12:16, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2646, decode.acc_seg: 88.9971, aux.loss_ce: 0.1610, aux.acc_seg: 84.2157, loss: 0.4256 2024-03-04 14:48:13,178 - mmseg - INFO - Iter [50750/160000] lr: 2.351e-05, eta: 19:11:42, time: 0.609, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2762, decode.acc_seg: 88.9409, aux.loss_ce: 0.1677, aux.acc_seg: 83.7910, loss: 0.4440 2024-03-04 14:48:43,899 - mmseg - INFO - Iter [50800/160000] lr: 2.350e-05, eta: 19:11:08, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2689, decode.acc_seg: 89.1020, aux.loss_ce: 0.1580, aux.acc_seg: 85.0450, loss: 0.4269 2024-03-04 14:49:14,590 - mmseg - INFO - Iter [50850/160000] lr: 2.349e-05, eta: 19:10:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2867, decode.acc_seg: 88.3737, aux.loss_ce: 0.1704, aux.acc_seg: 84.0476, loss: 0.4571 2024-03-04 14:49:45,162 - mmseg - INFO - Iter [50900/160000] lr: 2.348e-05, eta: 19:10:01, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2826, decode.acc_seg: 88.5627, aux.loss_ce: 0.1621, aux.acc_seg: 84.6922, loss: 0.4447 2024-03-04 14:50:15,728 - mmseg - INFO - Iter [50950/160000] lr: 2.347e-05, eta: 19:09:27, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2669, decode.acc_seg: 88.8673, aux.loss_ce: 0.1582, aux.acc_seg: 84.6749, loss: 0.4251 2024-03-04 14:50:46,216 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 14:50:46,216 - mmseg - INFO - Iter [51000/160000] lr: 2.346e-05, eta: 19:08:53, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2987, decode.acc_seg: 88.1891, aux.loss_ce: 0.1784, aux.acc_seg: 83.5965, loss: 0.4771 2024-03-04 14:51:16,643 - mmseg - INFO - Iter [51050/160000] lr: 2.345e-05, eta: 19:08:19, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2982, decode.acc_seg: 88.1702, aux.loss_ce: 0.1704, aux.acc_seg: 83.6628, loss: 0.4686 2024-03-04 14:51:47,248 - mmseg - INFO - Iter [51100/160000] lr: 2.344e-05, eta: 19:07:45, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2797, decode.acc_seg: 88.2884, aux.loss_ce: 0.1645, aux.acc_seg: 83.9267, loss: 0.4442 2024-03-04 14:52:17,752 - mmseg - INFO - Iter [51150/160000] lr: 2.343e-05, eta: 19:07:11, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2759, decode.acc_seg: 88.4193, aux.loss_ce: 0.1631, aux.acc_seg: 84.0953, loss: 0.4390 2024-03-04 14:52:48,226 - mmseg - INFO - Iter [51200/160000] lr: 2.342e-05, eta: 19:06:37, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2844, decode.acc_seg: 88.1421, aux.loss_ce: 0.1726, aux.acc_seg: 83.2516, loss: 0.4570 2024-03-04 14:53:18,824 - mmseg - INFO - Iter [51250/160000] lr: 2.341e-05, eta: 19:06:03, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2813, decode.acc_seg: 88.4867, aux.loss_ce: 0.1671, aux.acc_seg: 84.0816, loss: 0.4484 2024-03-04 14:53:49,405 - mmseg - INFO - Iter [51300/160000] lr: 2.340e-05, eta: 19:05:29, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2882, decode.acc_seg: 88.4312, aux.loss_ce: 0.1704, aux.acc_seg: 84.0535, loss: 0.4586 2024-03-04 14:54:19,965 - mmseg - INFO - Iter [51350/160000] lr: 2.339e-05, eta: 19:04:55, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2842, decode.acc_seg: 88.5675, aux.loss_ce: 0.1672, aux.acc_seg: 84.3307, loss: 0.4514 2024-03-04 14:54:50,821 - mmseg - INFO - Iter [51400/160000] lr: 2.337e-05, eta: 19:04:22, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2745, decode.acc_seg: 88.9055, aux.loss_ce: 0.1629, aux.acc_seg: 84.5185, loss: 0.4374 2024-03-04 14:55:21,450 - mmseg - INFO - Iter [51450/160000] lr: 2.336e-05, eta: 19:03:49, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2697, decode.acc_seg: 89.1901, aux.loss_ce: 0.1563, aux.acc_seg: 85.1865, loss: 0.4260 2024-03-04 14:55:52,075 - mmseg - INFO - Iter [51500/160000] lr: 2.335e-05, eta: 19:03:15, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2752, decode.acc_seg: 88.7882, aux.loss_ce: 0.1642, aux.acc_seg: 84.2448, loss: 0.4394 2024-03-04 14:56:22,647 - mmseg - INFO - Iter [51550/160000] lr: 2.334e-05, eta: 19:02:41, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2678, decode.acc_seg: 89.3637, aux.loss_ce: 0.1638, aux.acc_seg: 84.6186, loss: 0.4315 2024-03-04 14:56:53,336 - mmseg - INFO - Iter [51600/160000] lr: 2.333e-05, eta: 19:02:07, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2829, decode.acc_seg: 89.0172, aux.loss_ce: 0.1722, aux.acc_seg: 84.3778, loss: 0.4551 2024-03-04 14:57:24,137 - mmseg - INFO - Iter [51650/160000] lr: 2.332e-05, eta: 19:01:34, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2677, decode.acc_seg: 89.1028, aux.loss_ce: 0.1543, aux.acc_seg: 85.2897, loss: 0.4221 2024-03-04 14:57:54,633 - mmseg - INFO - Iter [51700/160000] lr: 2.331e-05, eta: 19:01:00, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2893, decode.acc_seg: 88.3827, aux.loss_ce: 0.1717, aux.acc_seg: 83.5557, loss: 0.4610 2024-03-04 14:58:25,215 - mmseg - INFO - Iter [51750/160000] lr: 2.330e-05, eta: 19:00:26, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2932, decode.acc_seg: 88.2837, aux.loss_ce: 0.1702, aux.acc_seg: 83.3900, loss: 0.4634 2024-03-04 14:58:58,924 - mmseg - INFO - Iter [51800/160000] lr: 2.329e-05, eta: 18:59:59, time: 0.674, data_time: 0.057, memory: 7582, decode.loss_ce: 0.2918, decode.acc_seg: 88.3687, aux.loss_ce: 0.1732, aux.acc_seg: 83.7289, loss: 0.4650 2024-03-04 14:59:29,488 - mmseg - INFO - Iter [51850/160000] lr: 2.328e-05, eta: 18:59:25, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2644, decode.acc_seg: 89.0908, aux.loss_ce: 0.1581, aux.acc_seg: 84.7925, loss: 0.4225 2024-03-04 15:00:00,141 - mmseg - INFO - Iter [51900/160000] lr: 2.327e-05, eta: 18:58:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2783, decode.acc_seg: 88.3612, aux.loss_ce: 0.1632, aux.acc_seg: 83.8621, loss: 0.4415 2024-03-04 15:00:30,942 - mmseg - INFO - Iter [51950/160000] lr: 2.326e-05, eta: 18:58:19, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2755, decode.acc_seg: 88.8712, aux.loss_ce: 0.1572, aux.acc_seg: 84.6162, loss: 0.4326 2024-03-04 15:01:01,685 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:01:01,685 - mmseg - INFO - Iter [52000/160000] lr: 2.325e-05, eta: 18:57:45, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2566, decode.acc_seg: 89.5778, aux.loss_ce: 0.1594, aux.acc_seg: 84.5977, loss: 0.4159 2024-03-04 15:01:32,302 - mmseg - INFO - Iter [52050/160000] lr: 2.323e-05, eta: 18:57:12, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2807, decode.acc_seg: 88.9098, aux.loss_ce: 0.1704, aux.acc_seg: 84.1224, loss: 0.4511 2024-03-04 15:02:03,009 - mmseg - INFO - Iter [52100/160000] lr: 2.322e-05, eta: 18:56:38, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2725, decode.acc_seg: 88.8215, aux.loss_ce: 0.1618, aux.acc_seg: 84.2874, loss: 0.4342 2024-03-04 15:02:33,532 - mmseg - INFO - Iter [52150/160000] lr: 2.321e-05, eta: 18:56:04, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2768, decode.acc_seg: 88.7777, aux.loss_ce: 0.1606, aux.acc_seg: 84.3282, loss: 0.4374 2024-03-04 15:03:04,293 - mmseg - INFO - Iter [52200/160000] lr: 2.320e-05, eta: 18:55:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2737, decode.acc_seg: 88.9989, aux.loss_ce: 0.1651, aux.acc_seg: 84.0790, loss: 0.4388 2024-03-04 15:03:35,041 - mmseg - INFO - Iter [52250/160000] lr: 2.319e-05, eta: 18:54:58, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2878, decode.acc_seg: 88.5187, aux.loss_ce: 0.1659, aux.acc_seg: 84.1399, loss: 0.4538 2024-03-04 15:04:05,581 - mmseg - INFO - Iter [52300/160000] lr: 2.318e-05, eta: 18:54:24, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2815, decode.acc_seg: 88.6148, aux.loss_ce: 0.1643, aux.acc_seg: 84.2664, loss: 0.4458 2024-03-04 15:04:36,122 - mmseg - INFO - Iter [52350/160000] lr: 2.317e-05, eta: 18:53:50, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2789, decode.acc_seg: 88.8094, aux.loss_ce: 0.1627, aux.acc_seg: 84.7218, loss: 0.4416 2024-03-04 15:05:06,914 - mmseg - INFO - Iter [52400/160000] lr: 2.316e-05, eta: 18:53:17, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2635, decode.acc_seg: 89.2307, aux.loss_ce: 0.1580, aux.acc_seg: 84.9973, loss: 0.4216 2024-03-04 15:05:37,606 - mmseg - INFO - Iter [52450/160000] lr: 2.315e-05, eta: 18:52:43, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2773, decode.acc_seg: 88.6899, aux.loss_ce: 0.1684, aux.acc_seg: 83.9770, loss: 0.4457 2024-03-04 15:06:08,395 - mmseg - INFO - Iter [52500/160000] lr: 2.314e-05, eta: 18:52:10, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2692, decode.acc_seg: 88.8007, aux.loss_ce: 0.1560, aux.acc_seg: 84.9845, loss: 0.4252 2024-03-04 15:06:38,936 - mmseg - INFO - Iter [52550/160000] lr: 2.313e-05, eta: 18:51:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2603, decode.acc_seg: 89.5333, aux.loss_ce: 0.1587, aux.acc_seg: 84.6805, loss: 0.4190 2024-03-04 15:07:09,677 - mmseg - INFO - Iter [52600/160000] lr: 2.312e-05, eta: 18:51:03, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2677, decode.acc_seg: 88.7759, aux.loss_ce: 0.1570, aux.acc_seg: 84.6386, loss: 0.4248 2024-03-04 15:07:40,505 - mmseg - INFO - Iter [52650/160000] lr: 2.311e-05, eta: 18:50:30, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2765, decode.acc_seg: 88.9028, aux.loss_ce: 0.1628, aux.acc_seg: 84.7520, loss: 0.4392 2024-03-04 15:08:11,433 - mmseg - INFO - Iter [52700/160000] lr: 2.309e-05, eta: 18:49:57, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2805, decode.acc_seg: 88.3439, aux.loss_ce: 0.1617, aux.acc_seg: 84.2828, loss: 0.4422 2024-03-04 15:08:42,055 - mmseg - INFO - Iter [52750/160000] lr: 2.308e-05, eta: 18:49:23, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2722, decode.acc_seg: 89.0674, aux.loss_ce: 0.1590, aux.acc_seg: 85.0215, loss: 0.4312 2024-03-04 15:09:13,005 - mmseg - INFO - Iter [52800/160000] lr: 2.307e-05, eta: 18:48:50, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2866, decode.acc_seg: 88.0435, aux.loss_ce: 0.1699, aux.acc_seg: 83.6967, loss: 0.4565 2024-03-04 15:09:43,736 - mmseg - INFO - Iter [52850/160000] lr: 2.306e-05, eta: 18:48:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2734, decode.acc_seg: 88.9828, aux.loss_ce: 0.1630, aux.acc_seg: 84.7047, loss: 0.4363 2024-03-04 15:10:14,361 - mmseg - INFO - Iter [52900/160000] lr: 2.305e-05, eta: 18:47:43, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2815, decode.acc_seg: 88.9303, aux.loss_ce: 0.1671, aux.acc_seg: 84.4196, loss: 0.4487 2024-03-04 15:10:45,194 - mmseg - INFO - Iter [52950/160000] lr: 2.304e-05, eta: 18:47:10, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2868, decode.acc_seg: 88.3653, aux.loss_ce: 0.1679, aux.acc_seg: 83.9967, loss: 0.4546 2024-03-04 15:11:15,861 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:11:15,861 - mmseg - INFO - Iter [53000/160000] lr: 2.303e-05, eta: 18:46:37, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2940, decode.acc_seg: 88.3377, aux.loss_ce: 0.1694, aux.acc_seg: 84.0442, loss: 0.4634 2024-03-04 15:11:49,581 - mmseg - INFO - Iter [53050/160000] lr: 2.302e-05, eta: 18:46:10, time: 0.674, data_time: 0.064, memory: 7582, decode.loss_ce: 0.2787, decode.acc_seg: 88.4618, aux.loss_ce: 0.1628, aux.acc_seg: 84.4845, loss: 0.4415 2024-03-04 15:12:20,257 - mmseg - INFO - Iter [53100/160000] lr: 2.301e-05, eta: 18:45:36, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2827, decode.acc_seg: 88.9856, aux.loss_ce: 0.1679, aux.acc_seg: 84.5924, loss: 0.4506 2024-03-04 15:12:50,760 - mmseg - INFO - Iter [53150/160000] lr: 2.300e-05, eta: 18:45:02, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2553, decode.acc_seg: 89.4861, aux.loss_ce: 0.1469, aux.acc_seg: 85.6824, loss: 0.4022 2024-03-04 15:13:21,436 - mmseg - INFO - Iter [53200/160000] lr: 2.299e-05, eta: 18:44:29, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2721, decode.acc_seg: 89.1646, aux.loss_ce: 0.1585, aux.acc_seg: 85.1254, loss: 0.4305 2024-03-04 15:13:52,045 - mmseg - INFO - Iter [53250/160000] lr: 2.298e-05, eta: 18:43:55, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2600, decode.acc_seg: 89.5332, aux.loss_ce: 0.1530, aux.acc_seg: 85.4217, loss: 0.4130 2024-03-04 15:14:22,895 - mmseg - INFO - Iter [53300/160000] lr: 2.297e-05, eta: 18:43:22, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2609, decode.acc_seg: 88.9839, aux.loss_ce: 0.1579, aux.acc_seg: 84.8196, loss: 0.4188 2024-03-04 15:14:53,663 - mmseg - INFO - Iter [53350/160000] lr: 2.295e-05, eta: 18:42:49, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2646, decode.acc_seg: 89.0577, aux.loss_ce: 0.1588, aux.acc_seg: 84.3334, loss: 0.4234 2024-03-04 15:15:24,405 - mmseg - INFO - Iter [53400/160000] lr: 2.294e-05, eta: 18:42:16, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2928, decode.acc_seg: 88.4204, aux.loss_ce: 0.1694, aux.acc_seg: 84.1578, loss: 0.4622 2024-03-04 15:15:55,200 - mmseg - INFO - Iter [53450/160000] lr: 2.293e-05, eta: 18:41:43, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2630, decode.acc_seg: 89.2705, aux.loss_ce: 0.1560, aux.acc_seg: 84.8691, loss: 0.4190 2024-03-04 15:16:26,102 - mmseg - INFO - Iter [53500/160000] lr: 2.292e-05, eta: 18:41:10, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2781, decode.acc_seg: 88.8980, aux.loss_ce: 0.1654, aux.acc_seg: 84.4710, loss: 0.4435 2024-03-04 15:16:56,948 - mmseg - INFO - Iter [53550/160000] lr: 2.291e-05, eta: 18:40:37, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2887, decode.acc_seg: 88.3496, aux.loss_ce: 0.1640, aux.acc_seg: 84.4038, loss: 0.4526 2024-03-04 15:17:27,599 - mmseg - INFO - Iter [53600/160000] lr: 2.290e-05, eta: 18:40:03, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2793, decode.acc_seg: 88.6493, aux.loss_ce: 0.1684, aux.acc_seg: 84.0126, loss: 0.4477 2024-03-04 15:17:58,204 - mmseg - INFO - Iter [53650/160000] lr: 2.289e-05, eta: 18:39:30, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2663, decode.acc_seg: 89.0919, aux.loss_ce: 0.1534, aux.acc_seg: 85.2852, loss: 0.4197 2024-03-04 15:18:28,984 - mmseg - INFO - Iter [53700/160000] lr: 2.288e-05, eta: 18:38:57, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2739, decode.acc_seg: 88.9363, aux.loss_ce: 0.1667, aux.acc_seg: 84.2286, loss: 0.4405 2024-03-04 15:18:59,675 - mmseg - INFO - Iter [53750/160000] lr: 2.287e-05, eta: 18:38:23, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2789, decode.acc_seg: 88.7312, aux.loss_ce: 0.1623, aux.acc_seg: 84.5838, loss: 0.4411 2024-03-04 15:19:30,255 - mmseg - INFO - Iter [53800/160000] lr: 2.286e-05, eta: 18:37:50, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2742, decode.acc_seg: 88.9047, aux.loss_ce: 0.1625, aux.acc_seg: 84.7735, loss: 0.4367 2024-03-04 15:20:00,892 - mmseg - INFO - Iter [53850/160000] lr: 2.285e-05, eta: 18:37:16, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2943, decode.acc_seg: 87.9853, aux.loss_ce: 0.1728, aux.acc_seg: 83.2278, loss: 0.4670 2024-03-04 15:20:31,611 - mmseg - INFO - Iter [53900/160000] lr: 2.284e-05, eta: 18:36:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2979, decode.acc_seg: 87.9250, aux.loss_ce: 0.1673, aux.acc_seg: 83.8143, loss: 0.4652 2024-03-04 15:21:02,241 - mmseg - INFO - Iter [53950/160000] lr: 2.283e-05, eta: 18:36:10, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2650, decode.acc_seg: 89.1451, aux.loss_ce: 0.1576, aux.acc_seg: 84.8781, loss: 0.4226 2024-03-04 15:21:33,046 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:21:33,046 - mmseg - INFO - Iter [54000/160000] lr: 2.281e-05, eta: 18:35:37, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2628, decode.acc_seg: 89.0284, aux.loss_ce: 0.1589, aux.acc_seg: 84.6278, loss: 0.4216 2024-03-04 15:22:03,761 - mmseg - INFO - Iter [54050/160000] lr: 2.280e-05, eta: 18:35:03, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2884, decode.acc_seg: 88.5417, aux.loss_ce: 0.1685, aux.acc_seg: 83.8337, loss: 0.4570 2024-03-04 15:22:34,368 - mmseg - INFO - Iter [54100/160000] lr: 2.279e-05, eta: 18:34:30, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2641, decode.acc_seg: 89.1519, aux.loss_ce: 0.1569, aux.acc_seg: 84.7195, loss: 0.4210 2024-03-04 15:23:05,054 - mmseg - INFO - Iter [54150/160000] lr: 2.278e-05, eta: 18:33:57, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2550, decode.acc_seg: 89.2757, aux.loss_ce: 0.1521, aux.acc_seg: 85.1016, loss: 0.4071 2024-03-04 15:23:35,772 - mmseg - INFO - Iter [54200/160000] lr: 2.277e-05, eta: 18:33:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2762, decode.acc_seg: 88.6975, aux.loss_ce: 0.1673, aux.acc_seg: 84.3540, loss: 0.4435 2024-03-04 15:24:06,832 - mmseg - INFO - Iter [54250/160000] lr: 2.276e-05, eta: 18:32:51, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2946, decode.acc_seg: 88.2399, aux.loss_ce: 0.1684, aux.acc_seg: 84.0018, loss: 0.4630 2024-03-04 15:24:37,502 - mmseg - INFO - Iter [54300/160000] lr: 2.275e-05, eta: 18:32:17, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2743, decode.acc_seg: 89.0969, aux.loss_ce: 0.1630, aux.acc_seg: 84.5846, loss: 0.4373 2024-03-04 15:25:11,449 - mmseg - INFO - Iter [54350/160000] lr: 2.274e-05, eta: 18:31:50, time: 0.679, data_time: 0.061, memory: 7582, decode.loss_ce: 0.2803, decode.acc_seg: 88.8639, aux.loss_ce: 0.1649, aux.acc_seg: 84.7312, loss: 0.4451 2024-03-04 15:25:42,082 - mmseg - INFO - Iter [54400/160000] lr: 2.273e-05, eta: 18:31:17, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2621, decode.acc_seg: 89.2138, aux.loss_ce: 0.1585, aux.acc_seg: 84.3640, loss: 0.4206 2024-03-04 15:26:12,950 - mmseg - INFO - Iter [54450/160000] lr: 2.272e-05, eta: 18:30:44, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2623, decode.acc_seg: 89.1845, aux.loss_ce: 0.1546, aux.acc_seg: 85.0827, loss: 0.4169 2024-03-04 15:26:43,719 - mmseg - INFO - Iter [54500/160000] lr: 2.271e-05, eta: 18:30:11, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2538, decode.acc_seg: 89.5593, aux.loss_ce: 0.1461, aux.acc_seg: 85.9177, loss: 0.3999 2024-03-04 15:27:14,394 - mmseg - INFO - Iter [54550/160000] lr: 2.270e-05, eta: 18:29:38, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2647, decode.acc_seg: 89.0784, aux.loss_ce: 0.1550, aux.acc_seg: 84.9460, loss: 0.4197 2024-03-04 15:27:44,984 - mmseg - INFO - Iter [54600/160000] lr: 2.269e-05, eta: 18:29:04, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2632, decode.acc_seg: 89.0738, aux.loss_ce: 0.1538, aux.acc_seg: 85.1940, loss: 0.4170 2024-03-04 15:28:15,705 - mmseg - INFO - Iter [54650/160000] lr: 2.268e-05, eta: 18:28:31, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2688, decode.acc_seg: 89.1639, aux.loss_ce: 0.1642, aux.acc_seg: 84.5065, loss: 0.4330 2024-03-04 15:28:46,351 - mmseg - INFO - Iter [54700/160000] lr: 2.266e-05, eta: 18:27:58, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2652, decode.acc_seg: 88.7985, aux.loss_ce: 0.1574, aux.acc_seg: 84.7012, loss: 0.4226 2024-03-04 15:29:17,071 - mmseg - INFO - Iter [54750/160000] lr: 2.265e-05, eta: 18:27:25, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2751, decode.acc_seg: 88.7219, aux.loss_ce: 0.1635, aux.acc_seg: 84.1981, loss: 0.4385 2024-03-04 15:29:47,588 - mmseg - INFO - Iter [54800/160000] lr: 2.264e-05, eta: 18:26:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2714, decode.acc_seg: 88.8503, aux.loss_ce: 0.1628, aux.acc_seg: 84.5685, loss: 0.4342 2024-03-04 15:30:18,184 - mmseg - INFO - Iter [54850/160000] lr: 2.263e-05, eta: 18:26:18, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2631, decode.acc_seg: 88.7489, aux.loss_ce: 0.1598, aux.acc_seg: 84.5517, loss: 0.4229 2024-03-04 15:30:48,722 - mmseg - INFO - Iter [54900/160000] lr: 2.262e-05, eta: 18:25:44, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2610, decode.acc_seg: 89.2497, aux.loss_ce: 0.1519, aux.acc_seg: 85.1649, loss: 0.4130 2024-03-04 15:31:19,438 - mmseg - INFO - Iter [54950/160000] lr: 2.261e-05, eta: 18:25:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2686, decode.acc_seg: 88.9830, aux.loss_ce: 0.1609, aux.acc_seg: 84.5993, loss: 0.4295 2024-03-04 15:31:50,086 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:31:50,086 - mmseg - INFO - Iter [55000/160000] lr: 2.260e-05, eta: 18:24:37, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2699, decode.acc_seg: 88.8051, aux.loss_ce: 0.1551, aux.acc_seg: 84.9971, loss: 0.4249 2024-03-04 15:32:20,926 - mmseg - INFO - Iter [55050/160000] lr: 2.259e-05, eta: 18:24:05, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2788, decode.acc_seg: 88.5391, aux.loss_ce: 0.1665, aux.acc_seg: 83.8713, loss: 0.4453 2024-03-04 15:32:51,762 - mmseg - INFO - Iter [55100/160000] lr: 2.258e-05, eta: 18:23:32, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2875, decode.acc_seg: 88.4759, aux.loss_ce: 0.1691, aux.acc_seg: 83.9401, loss: 0.4566 2024-03-04 15:33:22,538 - mmseg - INFO - Iter [55150/160000] lr: 2.257e-05, eta: 18:22:59, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2546, decode.acc_seg: 89.5937, aux.loss_ce: 0.1552, aux.acc_seg: 85.0041, loss: 0.4098 2024-03-04 15:33:53,305 - mmseg - INFO - Iter [55200/160000] lr: 2.256e-05, eta: 18:22:26, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2597, decode.acc_seg: 89.2415, aux.loss_ce: 0.1550, aux.acc_seg: 84.8843, loss: 0.4147 2024-03-04 15:34:24,041 - mmseg - INFO - Iter [55250/160000] lr: 2.255e-05, eta: 18:21:52, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2660, decode.acc_seg: 89.0967, aux.loss_ce: 0.1616, aux.acc_seg: 84.6956, loss: 0.4277 2024-03-04 15:34:54,674 - mmseg - INFO - Iter [55300/160000] lr: 2.254e-05, eta: 18:21:19, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2665, decode.acc_seg: 89.1665, aux.loss_ce: 0.1577, aux.acc_seg: 84.6324, loss: 0.4243 2024-03-04 15:35:25,180 - mmseg - INFO - Iter [55350/160000] lr: 2.252e-05, eta: 18:20:46, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2667, decode.acc_seg: 89.3373, aux.loss_ce: 0.1590, aux.acc_seg: 84.7930, loss: 0.4257 2024-03-04 15:35:55,803 - mmseg - INFO - Iter [55400/160000] lr: 2.251e-05, eta: 18:20:12, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2650, decode.acc_seg: 88.9640, aux.loss_ce: 0.1588, aux.acc_seg: 84.5410, loss: 0.4238 2024-03-04 15:36:26,487 - mmseg - INFO - Iter [55450/160000] lr: 2.250e-05, eta: 18:19:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2682, decode.acc_seg: 89.0267, aux.loss_ce: 0.1588, aux.acc_seg: 85.0150, loss: 0.4270 2024-03-04 15:36:57,176 - mmseg - INFO - Iter [55500/160000] lr: 2.249e-05, eta: 18:19:06, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2661, decode.acc_seg: 89.2261, aux.loss_ce: 0.1582, aux.acc_seg: 84.8508, loss: 0.4243 2024-03-04 15:37:27,853 - mmseg - INFO - Iter [55550/160000] lr: 2.248e-05, eta: 18:18:33, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2849, decode.acc_seg: 88.3460, aux.loss_ce: 0.1667, aux.acc_seg: 84.1146, loss: 0.4515 2024-03-04 15:38:01,663 - mmseg - INFO - Iter [55600/160000] lr: 2.247e-05, eta: 18:18:05, time: 0.676, data_time: 0.062, memory: 7582, decode.loss_ce: 0.2788, decode.acc_seg: 88.8232, aux.loss_ce: 0.1685, aux.acc_seg: 84.2889, loss: 0.4473 2024-03-04 15:38:32,380 - mmseg - INFO - Iter [55650/160000] lr: 2.246e-05, eta: 18:17:32, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2579, decode.acc_seg: 89.3652, aux.loss_ce: 0.1525, aux.acc_seg: 85.4144, loss: 0.4105 2024-03-04 15:39:02,953 - mmseg - INFO - Iter [55700/160000] lr: 2.245e-05, eta: 18:16:59, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2752, decode.acc_seg: 88.7940, aux.loss_ce: 0.1649, aux.acc_seg: 84.1694, loss: 0.4401 2024-03-04 15:39:33,425 - mmseg - INFO - Iter [55750/160000] lr: 2.244e-05, eta: 18:16:25, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2446, decode.acc_seg: 89.7679, aux.loss_ce: 0.1475, aux.acc_seg: 85.6582, loss: 0.3921 2024-03-04 15:40:04,181 - mmseg - INFO - Iter [55800/160000] lr: 2.243e-05, eta: 18:15:52, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2635, decode.acc_seg: 89.1379, aux.loss_ce: 0.1604, aux.acc_seg: 84.7623, loss: 0.4240 2024-03-04 15:40:34,904 - mmseg - INFO - Iter [55850/160000] lr: 2.242e-05, eta: 18:15:19, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2638, decode.acc_seg: 89.0591, aux.loss_ce: 0.1575, aux.acc_seg: 84.7897, loss: 0.4213 2024-03-04 15:41:05,353 - mmseg - INFO - Iter [55900/160000] lr: 2.241e-05, eta: 18:14:45, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.3016, decode.acc_seg: 87.7260, aux.loss_ce: 0.1817, aux.acc_seg: 83.1782, loss: 0.4832 2024-03-04 15:41:35,724 - mmseg - INFO - Iter [55950/160000] lr: 2.240e-05, eta: 18:14:12, time: 0.607, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2732, decode.acc_seg: 89.1526, aux.loss_ce: 0.1618, aux.acc_seg: 84.7425, loss: 0.4350 2024-03-04 15:42:06,173 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:42:06,173 - mmseg - INFO - Iter [56000/160000] lr: 2.238e-05, eta: 18:13:38, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2722, decode.acc_seg: 89.2780, aux.loss_ce: 0.1594, aux.acc_seg: 85.0893, loss: 0.4316 2024-03-04 15:42:36,945 - mmseg - INFO - Iter [56050/160000] lr: 2.237e-05, eta: 18:13:05, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2698, decode.acc_seg: 89.1259, aux.loss_ce: 0.1582, aux.acc_seg: 84.8605, loss: 0.4280 2024-03-04 15:43:07,713 - mmseg - INFO - Iter [56100/160000] lr: 2.236e-05, eta: 18:12:32, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2678, decode.acc_seg: 88.8864, aux.loss_ce: 0.1535, aux.acc_seg: 84.8894, loss: 0.4213 2024-03-04 15:43:38,343 - mmseg - INFO - Iter [56150/160000] lr: 2.235e-05, eta: 18:11:59, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2662, decode.acc_seg: 88.9520, aux.loss_ce: 0.1569, aux.acc_seg: 84.6231, loss: 0.4231 2024-03-04 15:44:08,931 - mmseg - INFO - Iter [56200/160000] lr: 2.234e-05, eta: 18:11:26, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2779, decode.acc_seg: 88.7498, aux.loss_ce: 0.1654, aux.acc_seg: 84.4815, loss: 0.4433 2024-03-04 15:44:39,579 - mmseg - INFO - Iter [56250/160000] lr: 2.233e-05, eta: 18:10:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2529, decode.acc_seg: 89.8460, aux.loss_ce: 0.1507, aux.acc_seg: 85.7582, loss: 0.4036 2024-03-04 15:45:10,327 - mmseg - INFO - Iter [56300/160000] lr: 2.232e-05, eta: 18:10:19, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2549, decode.acc_seg: 89.3690, aux.loss_ce: 0.1511, aux.acc_seg: 84.9968, loss: 0.4060 2024-03-04 15:45:40,760 - mmseg - INFO - Iter [56350/160000] lr: 2.231e-05, eta: 18:09:46, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2616, decode.acc_seg: 89.4337, aux.loss_ce: 0.1549, aux.acc_seg: 85.3964, loss: 0.4165 2024-03-04 15:46:11,246 - mmseg - INFO - Iter [56400/160000] lr: 2.230e-05, eta: 18:09:12, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2681, decode.acc_seg: 88.7524, aux.loss_ce: 0.1669, aux.acc_seg: 83.8394, loss: 0.4349 2024-03-04 15:46:41,916 - mmseg - INFO - Iter [56450/160000] lr: 2.229e-05, eta: 18:08:39, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2647, decode.acc_seg: 89.0620, aux.loss_ce: 0.1544, aux.acc_seg: 85.1072, loss: 0.4191 2024-03-04 15:47:12,642 - mmseg - INFO - Iter [56500/160000] lr: 2.228e-05, eta: 18:08:06, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2633, decode.acc_seg: 89.2199, aux.loss_ce: 0.1543, aux.acc_seg: 85.3857, loss: 0.4176 2024-03-04 15:47:43,317 - mmseg - INFO - Iter [56550/160000] lr: 2.227e-05, eta: 18:07:33, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2701, decode.acc_seg: 88.8291, aux.loss_ce: 0.1578, aux.acc_seg: 84.7841, loss: 0.4279 2024-03-04 15:48:13,963 - mmseg - INFO - Iter [56600/160000] lr: 2.226e-05, eta: 18:07:00, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2527, decode.acc_seg: 89.4604, aux.loss_ce: 0.1508, aux.acc_seg: 85.3198, loss: 0.4035 2024-03-04 15:48:44,684 - mmseg - INFO - Iter [56650/160000] lr: 2.224e-05, eta: 18:06:27, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2709, decode.acc_seg: 88.9175, aux.loss_ce: 0.1627, aux.acc_seg: 84.6178, loss: 0.4335 2024-03-04 15:49:15,490 - mmseg - INFO - Iter [56700/160000] lr: 2.223e-05, eta: 18:05:54, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2472, decode.acc_seg: 89.9689, aux.loss_ce: 0.1509, aux.acc_seg: 85.5566, loss: 0.3981 2024-03-04 15:49:46,267 - mmseg - INFO - Iter [56750/160000] lr: 2.222e-05, eta: 18:05:21, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2635, decode.acc_seg: 89.2923, aux.loss_ce: 0.1628, aux.acc_seg: 84.5644, loss: 0.4263 2024-03-04 15:50:17,107 - mmseg - INFO - Iter [56800/160000] lr: 2.221e-05, eta: 18:04:48, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2624, decode.acc_seg: 89.0879, aux.loss_ce: 0.1578, aux.acc_seg: 84.8216, loss: 0.4201 2024-03-04 15:50:50,829 - mmseg - INFO - Iter [56850/160000] lr: 2.220e-05, eta: 18:04:21, time: 0.674, data_time: 0.067, memory: 7582, decode.loss_ce: 0.2620, decode.acc_seg: 89.3585, aux.loss_ce: 0.1549, aux.acc_seg: 85.2267, loss: 0.4168 2024-03-04 15:51:21,386 - mmseg - INFO - Iter [56900/160000] lr: 2.219e-05, eta: 18:03:47, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2525, decode.acc_seg: 89.5105, aux.loss_ce: 0.1534, aux.acc_seg: 85.0840, loss: 0.4059 2024-03-04 15:51:51,991 - mmseg - INFO - Iter [56950/160000] lr: 2.218e-05, eta: 18:03:14, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2509, decode.acc_seg: 89.7237, aux.loss_ce: 0.1492, aux.acc_seg: 85.4707, loss: 0.4001 2024-03-04 15:52:22,815 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 15:52:22,815 - mmseg - INFO - Iter [57000/160000] lr: 2.217e-05, eta: 18:02:41, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2423, decode.acc_seg: 90.0125, aux.loss_ce: 0.1435, aux.acc_seg: 85.9036, loss: 0.3858 2024-03-04 15:52:53,421 - mmseg - INFO - Iter [57050/160000] lr: 2.216e-05, eta: 18:02:08, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2572, decode.acc_seg: 89.5954, aux.loss_ce: 0.1514, aux.acc_seg: 85.4946, loss: 0.4087 2024-03-04 15:53:23,832 - mmseg - INFO - Iter [57100/160000] lr: 2.215e-05, eta: 18:01:35, time: 0.608, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2622, decode.acc_seg: 89.3833, aux.loss_ce: 0.1545, aux.acc_seg: 85.0176, loss: 0.4167 2024-03-04 15:53:54,313 - mmseg - INFO - Iter [57150/160000] lr: 2.214e-05, eta: 18:01:01, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2632, decode.acc_seg: 89.2014, aux.loss_ce: 0.1582, aux.acc_seg: 84.8079, loss: 0.4215 2024-03-04 15:54:24,924 - mmseg - INFO - Iter [57200/160000] lr: 2.213e-05, eta: 18:00:28, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2378, decode.acc_seg: 89.9435, aux.loss_ce: 0.1476, aux.acc_seg: 85.4092, loss: 0.3854 2024-03-04 15:54:55,418 - mmseg - INFO - Iter [57250/160000] lr: 2.212e-05, eta: 17:59:55, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2578, decode.acc_seg: 89.4613, aux.loss_ce: 0.1554, aux.acc_seg: 85.1066, loss: 0.4133 2024-03-04 15:55:25,956 - mmseg - INFO - Iter [57300/160000] lr: 2.210e-05, eta: 17:59:21, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2761, decode.acc_seg: 88.5536, aux.loss_ce: 0.1583, aux.acc_seg: 84.7948, loss: 0.4345 2024-03-04 15:55:56,494 - mmseg - INFO - Iter [57350/160000] lr: 2.209e-05, eta: 17:58:48, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2466, decode.acc_seg: 89.7285, aux.loss_ce: 0.1474, aux.acc_seg: 85.6730, loss: 0.3940 2024-03-04 15:56:27,028 - mmseg - INFO - Iter [57400/160000] lr: 2.208e-05, eta: 17:58:15, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2644, decode.acc_seg: 89.3273, aux.loss_ce: 0.1603, aux.acc_seg: 84.7332, loss: 0.4247 2024-03-04 15:56:57,724 - mmseg - INFO - Iter [57450/160000] lr: 2.207e-05, eta: 17:57:42, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2523, decode.acc_seg: 89.7088, aux.loss_ce: 0.1534, aux.acc_seg: 85.2473, loss: 0.4057 2024-03-04 15:57:28,381 - mmseg - INFO - Iter [57500/160000] lr: 2.206e-05, eta: 17:57:09, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2574, decode.acc_seg: 89.5155, aux.loss_ce: 0.1510, aux.acc_seg: 85.5204, loss: 0.4084 2024-03-04 15:57:59,092 - mmseg - INFO - Iter [57550/160000] lr: 2.205e-05, eta: 17:56:36, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2558, decode.acc_seg: 89.7279, aux.loss_ce: 0.1516, aux.acc_seg: 85.5873, loss: 0.4074 2024-03-04 15:58:29,941 - mmseg - INFO - Iter [57600/160000] lr: 2.204e-05, eta: 17:56:03, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2616, decode.acc_seg: 89.1944, aux.loss_ce: 0.1568, aux.acc_seg: 84.8776, loss: 0.4184 2024-03-04 15:59:00,449 - mmseg - INFO - Iter [57650/160000] lr: 2.203e-05, eta: 17:55:30, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2670, decode.acc_seg: 89.1806, aux.loss_ce: 0.1600, aux.acc_seg: 84.9051, loss: 0.4270 2024-03-04 15:59:31,319 - mmseg - INFO - Iter [57700/160000] lr: 2.202e-05, eta: 17:54:57, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2518, decode.acc_seg: 89.6481, aux.loss_ce: 0.1499, aux.acc_seg: 85.5970, loss: 0.4018 2024-03-04 16:00:02,229 - mmseg - INFO - Iter [57750/160000] lr: 2.201e-05, eta: 17:54:24, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2580, decode.acc_seg: 89.3474, aux.loss_ce: 0.1513, aux.acc_seg: 85.2319, loss: 0.4093 2024-03-04 16:00:32,925 - mmseg - INFO - Iter [57800/160000] lr: 2.200e-05, eta: 17:53:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2422, decode.acc_seg: 89.7597, aux.loss_ce: 0.1446, aux.acc_seg: 85.5142, loss: 0.3869 2024-03-04 16:01:03,621 - mmseg - INFO - Iter [57850/160000] lr: 2.199e-05, eta: 17:53:18, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2559, decode.acc_seg: 89.4682, aux.loss_ce: 0.1512, aux.acc_seg: 85.3772, loss: 0.4070 2024-03-04 16:01:34,220 - mmseg - INFO - Iter [57900/160000] lr: 2.198e-05, eta: 17:52:45, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2617, decode.acc_seg: 89.2844, aux.loss_ce: 0.1580, aux.acc_seg: 84.8160, loss: 0.4197 2024-03-04 16:02:04,683 - mmseg - INFO - Iter [57950/160000] lr: 2.196e-05, eta: 17:52:12, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2495, decode.acc_seg: 89.6056, aux.loss_ce: 0.1492, aux.acc_seg: 85.4733, loss: 0.3986 2024-03-04 16:02:35,403 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:02:35,404 - mmseg - INFO - Iter [58000/160000] lr: 2.195e-05, eta: 17:51:39, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2740, decode.acc_seg: 88.8596, aux.loss_ce: 0.1593, aux.acc_seg: 84.8007, loss: 0.4332 2024-03-04 16:03:06,163 - mmseg - INFO - Iter [58050/160000] lr: 2.194e-05, eta: 17:51:06, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2610, decode.acc_seg: 89.3152, aux.loss_ce: 0.1534, aux.acc_seg: 85.0943, loss: 0.4144 2024-03-04 16:03:39,904 - mmseg - INFO - Iter [58100/160000] lr: 2.193e-05, eta: 17:50:38, time: 0.675, data_time: 0.068, memory: 7582, decode.loss_ce: 0.2743, decode.acc_seg: 89.0048, aux.loss_ce: 0.1580, aux.acc_seg: 84.9794, loss: 0.4323 2024-03-04 16:04:10,578 - mmseg - INFO - Iter [58150/160000] lr: 2.192e-05, eta: 17:50:05, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2649, decode.acc_seg: 89.1622, aux.loss_ce: 0.1599, aux.acc_seg: 84.6683, loss: 0.4248 2024-03-04 16:04:41,164 - mmseg - INFO - Iter [58200/160000] lr: 2.191e-05, eta: 17:49:32, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2517, decode.acc_seg: 89.6676, aux.loss_ce: 0.1490, aux.acc_seg: 85.5836, loss: 0.4006 2024-03-04 16:05:11,823 - mmseg - INFO - Iter [58250/160000] lr: 2.190e-05, eta: 17:48:59, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2487, decode.acc_seg: 89.6375, aux.loss_ce: 0.1498, aux.acc_seg: 85.4743, loss: 0.3985 2024-03-04 16:05:42,855 - mmseg - INFO - Iter [58300/160000] lr: 2.189e-05, eta: 17:48:27, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2374, decode.acc_seg: 90.0603, aux.loss_ce: 0.1489, aux.acc_seg: 85.5359, loss: 0.3863 2024-03-04 16:06:13,384 - mmseg - INFO - Iter [58350/160000] lr: 2.188e-05, eta: 17:47:54, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2600, decode.acc_seg: 89.1826, aux.loss_ce: 0.1557, aux.acc_seg: 85.0094, loss: 0.4157 2024-03-04 16:06:44,043 - mmseg - INFO - Iter [58400/160000] lr: 2.187e-05, eta: 17:47:21, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2538, decode.acc_seg: 89.6964, aux.loss_ce: 0.1504, aux.acc_seg: 85.3489, loss: 0.4042 2024-03-04 16:07:14,753 - mmseg - INFO - Iter [58450/160000] lr: 2.186e-05, eta: 17:46:48, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2532, decode.acc_seg: 89.7542, aux.loss_ce: 0.1509, aux.acc_seg: 85.8759, loss: 0.4041 2024-03-04 16:07:45,338 - mmseg - INFO - Iter [58500/160000] lr: 2.185e-05, eta: 17:46:14, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2464, decode.acc_seg: 89.9865, aux.loss_ce: 0.1488, aux.acc_seg: 85.7946, loss: 0.3952 2024-03-04 16:08:16,095 - mmseg - INFO - Iter [58550/160000] lr: 2.184e-05, eta: 17:45:42, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2452, decode.acc_seg: 90.1358, aux.loss_ce: 0.1514, aux.acc_seg: 85.6502, loss: 0.3965 2024-03-04 16:08:46,846 - mmseg - INFO - Iter [58600/160000] lr: 2.182e-05, eta: 17:45:09, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2436, decode.acc_seg: 89.7226, aux.loss_ce: 0.1473, aux.acc_seg: 85.5889, loss: 0.3909 2024-03-04 16:09:17,518 - mmseg - INFO - Iter [58650/160000] lr: 2.181e-05, eta: 17:44:36, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2464, decode.acc_seg: 89.8512, aux.loss_ce: 0.1424, aux.acc_seg: 86.3778, loss: 0.3888 2024-03-04 16:09:48,310 - mmseg - INFO - Iter [58700/160000] lr: 2.180e-05, eta: 17:44:03, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2537, decode.acc_seg: 89.4777, aux.loss_ce: 0.1453, aux.acc_seg: 85.8246, loss: 0.3990 2024-03-04 16:10:19,059 - mmseg - INFO - Iter [58750/160000] lr: 2.179e-05, eta: 17:43:30, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2492, decode.acc_seg: 89.7980, aux.loss_ce: 0.1486, aux.acc_seg: 85.7137, loss: 0.3979 2024-03-04 16:10:49,690 - mmseg - INFO - Iter [58800/160000] lr: 2.178e-05, eta: 17:42:57, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2517, decode.acc_seg: 89.8119, aux.loss_ce: 0.1486, aux.acc_seg: 85.8216, loss: 0.4003 2024-03-04 16:11:20,124 - mmseg - INFO - Iter [58850/160000] lr: 2.177e-05, eta: 17:42:24, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2745, decode.acc_seg: 88.8829, aux.loss_ce: 0.1628, aux.acc_seg: 84.3246, loss: 0.4373 2024-03-04 16:11:50,962 - mmseg - INFO - Iter [58900/160000] lr: 2.176e-05, eta: 17:41:51, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2855, decode.acc_seg: 88.6891, aux.loss_ce: 0.1667, aux.acc_seg: 84.1904, loss: 0.4522 2024-03-04 16:12:21,680 - mmseg - INFO - Iter [58950/160000] lr: 2.175e-05, eta: 17:41:18, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2634, decode.acc_seg: 89.1294, aux.loss_ce: 0.1584, aux.acc_seg: 84.5211, loss: 0.4218 2024-03-04 16:12:52,532 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:12:52,532 - mmseg - INFO - Iter [59000/160000] lr: 2.174e-05, eta: 17:40:46, time: 0.617, data_time: 0.014, memory: 7582, decode.loss_ce: 0.2680, decode.acc_seg: 89.4588, aux.loss_ce: 0.1618, aux.acc_seg: 84.7239, loss: 0.4299 2024-03-04 16:13:23,359 - mmseg - INFO - Iter [59050/160000] lr: 2.173e-05, eta: 17:40:13, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2607, decode.acc_seg: 89.1275, aux.loss_ce: 0.1560, aux.acc_seg: 84.7551, loss: 0.4168 2024-03-04 16:13:54,274 - mmseg - INFO - Iter [59100/160000] lr: 2.172e-05, eta: 17:39:40, time: 0.619, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2513, decode.acc_seg: 89.9095, aux.loss_ce: 0.1529, aux.acc_seg: 85.7353, loss: 0.4042 2024-03-04 16:14:24,990 - mmseg - INFO - Iter [59150/160000] lr: 2.171e-05, eta: 17:39:08, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2646, decode.acc_seg: 89.2274, aux.loss_ce: 0.1585, aux.acc_seg: 84.7808, loss: 0.4231 2024-03-04 16:14:55,605 - mmseg - INFO - Iter [59200/160000] lr: 2.170e-05, eta: 17:38:35, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2579, decode.acc_seg: 89.5790, aux.loss_ce: 0.1541, aux.acc_seg: 85.4888, loss: 0.4120 2024-03-04 16:15:26,434 - mmseg - INFO - Iter [59250/160000] lr: 2.169e-05, eta: 17:38:02, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2648, decode.acc_seg: 88.6151, aux.loss_ce: 0.1562, aux.acc_seg: 84.3980, loss: 0.4210 2024-03-04 16:15:57,023 - mmseg - INFO - Iter [59300/160000] lr: 2.167e-05, eta: 17:37:29, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2676, decode.acc_seg: 89.0558, aux.loss_ce: 0.1591, aux.acc_seg: 84.8727, loss: 0.4267 2024-03-04 16:16:27,604 - mmseg - INFO - Iter [59350/160000] lr: 2.166e-05, eta: 17:36:56, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2519, decode.acc_seg: 89.5704, aux.loss_ce: 0.1552, aux.acc_seg: 84.9472, loss: 0.4071 2024-03-04 16:17:01,216 - mmseg - INFO - Iter [59400/160000] lr: 2.165e-05, eta: 17:36:28, time: 0.672, data_time: 0.061, memory: 7582, decode.loss_ce: 0.2543, decode.acc_seg: 89.6265, aux.loss_ce: 0.1579, aux.acc_seg: 85.0318, loss: 0.4122 2024-03-04 16:17:31,818 - mmseg - INFO - Iter [59450/160000] lr: 2.164e-05, eta: 17:35:55, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2364, decode.acc_seg: 90.2034, aux.loss_ce: 0.1419, aux.acc_seg: 86.1981, loss: 0.3783 2024-03-04 16:18:02,589 - mmseg - INFO - Iter [59500/160000] lr: 2.163e-05, eta: 17:35:22, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2411, decode.acc_seg: 90.2922, aux.loss_ce: 0.1499, aux.acc_seg: 85.5049, loss: 0.3910 2024-03-04 16:18:33,150 - mmseg - INFO - Iter [59550/160000] lr: 2.162e-05, eta: 17:34:49, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2427, decode.acc_seg: 89.7866, aux.loss_ce: 0.1447, aux.acc_seg: 85.8394, loss: 0.3875 2024-03-04 16:19:03,836 - mmseg - INFO - Iter [59600/160000] lr: 2.161e-05, eta: 17:34:16, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2515, decode.acc_seg: 89.3473, aux.loss_ce: 0.1503, aux.acc_seg: 85.4237, loss: 0.4018 2024-03-04 16:19:34,560 - mmseg - INFO - Iter [59650/160000] lr: 2.160e-05, eta: 17:33:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2380, decode.acc_seg: 89.8837, aux.loss_ce: 0.1406, aux.acc_seg: 86.0906, loss: 0.3786 2024-03-04 16:20:05,126 - mmseg - INFO - Iter [59700/160000] lr: 2.159e-05, eta: 17:33:10, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2463, decode.acc_seg: 89.9856, aux.loss_ce: 0.1451, aux.acc_seg: 86.0828, loss: 0.3914 2024-03-04 16:20:35,889 - mmseg - INFO - Iter [59750/160000] lr: 2.158e-05, eta: 17:32:38, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2585, decode.acc_seg: 89.4630, aux.loss_ce: 0.1492, aux.acc_seg: 85.7894, loss: 0.4077 2024-03-04 16:21:06,655 - mmseg - INFO - Iter [59800/160000] lr: 2.157e-05, eta: 17:32:05, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2479, decode.acc_seg: 89.7052, aux.loss_ce: 0.1498, aux.acc_seg: 85.4089, loss: 0.3977 2024-03-04 16:21:37,283 - mmseg - INFO - Iter [59850/160000] lr: 2.156e-05, eta: 17:31:32, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2478, decode.acc_seg: 89.5933, aux.loss_ce: 0.1526, aux.acc_seg: 85.1863, loss: 0.4004 2024-03-04 16:22:07,952 - mmseg - INFO - Iter [59900/160000] lr: 2.155e-05, eta: 17:30:59, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2502, decode.acc_seg: 89.5310, aux.loss_ce: 0.1457, aux.acc_seg: 85.7172, loss: 0.3959 2024-03-04 16:22:38,665 - mmseg - INFO - Iter [59950/160000] lr: 2.153e-05, eta: 17:30:26, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2551, decode.acc_seg: 89.5626, aux.loss_ce: 0.1522, aux.acc_seg: 85.4386, loss: 0.4073 2024-03-04 16:23:09,158 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:23:09,158 - mmseg - INFO - Iter [60000/160000] lr: 2.152e-05, eta: 17:29:53, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2611, decode.acc_seg: 89.2190, aux.loss_ce: 0.1630, aux.acc_seg: 84.3734, loss: 0.4241 2024-03-04 16:23:39,545 - mmseg - INFO - Iter [60050/160000] lr: 2.151e-05, eta: 17:29:20, time: 0.608, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2580, decode.acc_seg: 89.4824, aux.loss_ce: 0.1595, aux.acc_seg: 84.9715, loss: 0.4174 2024-03-04 16:24:10,373 - mmseg - INFO - Iter [60100/160000] lr: 2.150e-05, eta: 17:28:47, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2411, decode.acc_seg: 90.2540, aux.loss_ce: 0.1429, aux.acc_seg: 86.2354, loss: 0.3840 2024-03-04 16:24:41,137 - mmseg - INFO - Iter [60150/160000] lr: 2.149e-05, eta: 17:28:14, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2405, decode.acc_seg: 90.0965, aux.loss_ce: 0.1457, aux.acc_seg: 85.9903, loss: 0.3862 2024-03-04 16:25:11,748 - mmseg - INFO - Iter [60200/160000] lr: 2.148e-05, eta: 17:27:41, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2419, decode.acc_seg: 90.0644, aux.loss_ce: 0.1431, aux.acc_seg: 86.1977, loss: 0.3849 2024-03-04 16:25:42,357 - mmseg - INFO - Iter [60250/160000] lr: 2.147e-05, eta: 17:27:08, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2565, decode.acc_seg: 89.4659, aux.loss_ce: 0.1532, aux.acc_seg: 85.2386, loss: 0.4097 2024-03-04 16:26:13,114 - mmseg - INFO - Iter [60300/160000] lr: 2.146e-05, eta: 17:26:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2385, decode.acc_seg: 90.1159, aux.loss_ce: 0.1427, aux.acc_seg: 86.2593, loss: 0.3813 2024-03-04 16:26:43,908 - mmseg - INFO - Iter [60350/160000] lr: 2.145e-05, eta: 17:26:03, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2732, decode.acc_seg: 89.0231, aux.loss_ce: 0.1620, aux.acc_seg: 84.9276, loss: 0.4352 2024-03-04 16:27:14,712 - mmseg - INFO - Iter [60400/160000] lr: 2.144e-05, eta: 17:25:30, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2654, decode.acc_seg: 89.1666, aux.loss_ce: 0.1655, aux.acc_seg: 84.3877, loss: 0.4309 2024-03-04 16:27:45,271 - mmseg - INFO - Iter [60450/160000] lr: 2.143e-05, eta: 17:24:57, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2619, decode.acc_seg: 89.3744, aux.loss_ce: 0.1573, aux.acc_seg: 85.0620, loss: 0.4192 2024-03-04 16:28:15,999 - mmseg - INFO - Iter [60500/160000] lr: 2.142e-05, eta: 17:24:25, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2556, decode.acc_seg: 89.4820, aux.loss_ce: 0.1536, aux.acc_seg: 85.4449, loss: 0.4092 2024-03-04 16:28:46,661 - mmseg - INFO - Iter [60550/160000] lr: 2.141e-05, eta: 17:23:52, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2627, decode.acc_seg: 89.3408, aux.loss_ce: 0.1576, aux.acc_seg: 84.7631, loss: 0.4203 2024-03-04 16:29:16,987 - mmseg - INFO - Iter [60600/160000] lr: 2.139e-05, eta: 17:23:18, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2690, decode.acc_seg: 89.2245, aux.loss_ce: 0.1524, aux.acc_seg: 85.4772, loss: 0.4214 2024-03-04 16:29:50,590 - mmseg - INFO - Iter [60650/160000] lr: 2.138e-05, eta: 17:22:50, time: 0.672, data_time: 0.066, memory: 7582, decode.loss_ce: 0.2562, decode.acc_seg: 89.7848, aux.loss_ce: 0.1555, aux.acc_seg: 85.1072, loss: 0.4117 2024-03-04 16:30:21,556 - mmseg - INFO - Iter [60700/160000] lr: 2.137e-05, eta: 17:22:18, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2530, decode.acc_seg: 89.7266, aux.loss_ce: 0.1528, aux.acc_seg: 85.6711, loss: 0.4058 2024-03-04 16:30:52,431 - mmseg - INFO - Iter [60750/160000] lr: 2.136e-05, eta: 17:21:46, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2567, decode.acc_seg: 89.6163, aux.loss_ce: 0.1473, aux.acc_seg: 85.8041, loss: 0.4040 2024-03-04 16:31:23,004 - mmseg - INFO - Iter [60800/160000] lr: 2.135e-05, eta: 17:21:13, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2797, decode.acc_seg: 88.8427, aux.loss_ce: 0.1635, aux.acc_seg: 84.4665, loss: 0.4431 2024-03-04 16:31:53,622 - mmseg - INFO - Iter [60850/160000] lr: 2.134e-05, eta: 17:20:40, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2696, decode.acc_seg: 88.7995, aux.loss_ce: 0.1680, aux.acc_seg: 83.9164, loss: 0.4376 2024-03-04 16:32:24,325 - mmseg - INFO - Iter [60900/160000] lr: 2.133e-05, eta: 17:20:07, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2518, decode.acc_seg: 89.8611, aux.loss_ce: 0.1587, aux.acc_seg: 85.1941, loss: 0.4105 2024-03-04 16:32:55,092 - mmseg - INFO - Iter [60950/160000] lr: 2.132e-05, eta: 17:19:34, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2528, decode.acc_seg: 89.6042, aux.loss_ce: 0.1553, aux.acc_seg: 84.8848, loss: 0.4081 2024-03-04 16:33:25,715 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:33:25,716 - mmseg - INFO - Iter [61000/160000] lr: 2.131e-05, eta: 17:19:01, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2546, decode.acc_seg: 89.8103, aux.loss_ce: 0.1516, aux.acc_seg: 85.5835, loss: 0.4062 2024-03-04 16:33:56,438 - mmseg - INFO - Iter [61050/160000] lr: 2.130e-05, eta: 17:18:29, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2464, decode.acc_seg: 89.7313, aux.loss_ce: 0.1489, aux.acc_seg: 85.3037, loss: 0.3953 2024-03-04 16:34:27,280 - mmseg - INFO - Iter [61100/160000] lr: 2.129e-05, eta: 17:17:56, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2440, decode.acc_seg: 90.0443, aux.loss_ce: 0.1436, aux.acc_seg: 86.4643, loss: 0.3876 2024-03-04 16:34:57,971 - mmseg - INFO - Iter [61150/160000] lr: 2.128e-05, eta: 17:17:23, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2393, decode.acc_seg: 89.9717, aux.loss_ce: 0.1426, aux.acc_seg: 85.8906, loss: 0.3819 2024-03-04 16:35:28,710 - mmseg - INFO - Iter [61200/160000] lr: 2.127e-05, eta: 17:16:51, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2572, decode.acc_seg: 89.6833, aux.loss_ce: 0.1537, aux.acc_seg: 85.6854, loss: 0.4109 2024-03-04 16:35:59,256 - mmseg - INFO - Iter [61250/160000] lr: 2.125e-05, eta: 17:16:18, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2491, decode.acc_seg: 89.8199, aux.loss_ce: 0.1519, aux.acc_seg: 85.3259, loss: 0.4011 2024-03-04 16:36:29,892 - mmseg - INFO - Iter [61300/160000] lr: 2.124e-05, eta: 17:15:45, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2453, decode.acc_seg: 89.8756, aux.loss_ce: 0.1527, aux.acc_seg: 85.3121, loss: 0.3980 2024-03-04 16:37:00,471 - mmseg - INFO - Iter [61350/160000] lr: 2.123e-05, eta: 17:15:12, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2555, decode.acc_seg: 89.4552, aux.loss_ce: 0.1530, aux.acc_seg: 85.3897, loss: 0.4084 2024-03-04 16:37:30,878 - mmseg - INFO - Iter [61400/160000] lr: 2.122e-05, eta: 17:14:39, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2466, decode.acc_seg: 89.7037, aux.loss_ce: 0.1542, aux.acc_seg: 85.3381, loss: 0.4008 2024-03-04 16:38:01,435 - mmseg - INFO - Iter [61450/160000] lr: 2.121e-05, eta: 17:14:06, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2553, decode.acc_seg: 89.3916, aux.loss_ce: 0.1493, aux.acc_seg: 85.4668, loss: 0.4046 2024-03-04 16:38:32,123 - mmseg - INFO - Iter [61500/160000] lr: 2.120e-05, eta: 17:13:33, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2542, decode.acc_seg: 89.4274, aux.loss_ce: 0.1525, aux.acc_seg: 85.2615, loss: 0.4067 2024-03-04 16:39:02,659 - mmseg - INFO - Iter [61550/160000] lr: 2.119e-05, eta: 17:13:00, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2486, decode.acc_seg: 89.8066, aux.loss_ce: 0.1496, aux.acc_seg: 85.5181, loss: 0.3983 2024-03-04 16:39:33,414 - mmseg - INFO - Iter [61600/160000] lr: 2.118e-05, eta: 17:12:27, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2475, decode.acc_seg: 89.8606, aux.loss_ce: 0.1511, aux.acc_seg: 85.5714, loss: 0.3986 2024-03-04 16:40:04,316 - mmseg - INFO - Iter [61650/160000] lr: 2.117e-05, eta: 17:11:55, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2598, decode.acc_seg: 89.4077, aux.loss_ce: 0.1568, aux.acc_seg: 84.8004, loss: 0.4166 2024-03-04 16:40:35,018 - mmseg - INFO - Iter [61700/160000] lr: 2.116e-05, eta: 17:11:22, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2574, decode.acc_seg: 89.5554, aux.loss_ce: 0.1523, aux.acc_seg: 85.7573, loss: 0.4097 2024-03-04 16:41:05,549 - mmseg - INFO - Iter [61750/160000] lr: 2.115e-05, eta: 17:10:49, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2490, decode.acc_seg: 89.5480, aux.loss_ce: 0.1473, aux.acc_seg: 85.7408, loss: 0.3964 2024-03-04 16:41:36,202 - mmseg - INFO - Iter [61800/160000] lr: 2.114e-05, eta: 17:10:16, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2524, decode.acc_seg: 89.5533, aux.loss_ce: 0.1493, aux.acc_seg: 85.6055, loss: 0.4018 2024-03-04 16:42:06,797 - mmseg - INFO - Iter [61850/160000] lr: 2.113e-05, eta: 17:09:44, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2551, decode.acc_seg: 89.6282, aux.loss_ce: 0.1498, aux.acc_seg: 85.5809, loss: 0.4048 2024-03-04 16:42:40,580 - mmseg - INFO - Iter [61900/160000] lr: 2.111e-05, eta: 17:09:16, time: 0.675, data_time: 0.063, memory: 7582, decode.loss_ce: 0.2511, decode.acc_seg: 89.8369, aux.loss_ce: 0.1472, aux.acc_seg: 86.0285, loss: 0.3983 2024-03-04 16:43:11,201 - mmseg - INFO - Iter [61950/160000] lr: 2.110e-05, eta: 17:08:43, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2500, decode.acc_seg: 89.7929, aux.loss_ce: 0.1470, aux.acc_seg: 85.7162, loss: 0.3970 2024-03-04 16:43:41,861 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:43:41,861 - mmseg - INFO - Iter [62000/160000] lr: 2.109e-05, eta: 17:08:10, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2349, decode.acc_seg: 90.2721, aux.loss_ce: 0.1465, aux.acc_seg: 85.7085, loss: 0.3814 2024-03-04 16:44:12,383 - mmseg - INFO - Iter [62050/160000] lr: 2.108e-05, eta: 17:07:37, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2296, decode.acc_seg: 90.6503, aux.loss_ce: 0.1428, aux.acc_seg: 86.2747, loss: 0.3724 2024-03-04 16:44:42,873 - mmseg - INFO - Iter [62100/160000] lr: 2.107e-05, eta: 17:07:04, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2546, decode.acc_seg: 89.2956, aux.loss_ce: 0.1486, aux.acc_seg: 85.3611, loss: 0.4032 2024-03-04 16:45:13,501 - mmseg - INFO - Iter [62150/160000] lr: 2.106e-05, eta: 17:06:31, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2529, decode.acc_seg: 89.6759, aux.loss_ce: 0.1514, aux.acc_seg: 85.7130, loss: 0.4042 2024-03-04 16:45:44,036 - mmseg - INFO - Iter [62200/160000] lr: 2.105e-05, eta: 17:05:58, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2605, decode.acc_seg: 89.5587, aux.loss_ce: 0.1583, aux.acc_seg: 85.2860, loss: 0.4188 2024-03-04 16:46:14,560 - mmseg - INFO - Iter [62250/160000] lr: 2.104e-05, eta: 17:05:25, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2464, decode.acc_seg: 89.8659, aux.loss_ce: 0.1507, aux.acc_seg: 85.6532, loss: 0.3971 2024-03-04 16:46:45,107 - mmseg - INFO - Iter [62300/160000] lr: 2.103e-05, eta: 17:04:52, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2430, decode.acc_seg: 90.1078, aux.loss_ce: 0.1476, aux.acc_seg: 85.9506, loss: 0.3906 2024-03-04 16:47:15,880 - mmseg - INFO - Iter [62350/160000] lr: 2.102e-05, eta: 17:04:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2631, decode.acc_seg: 89.2462, aux.loss_ce: 0.1556, aux.acc_seg: 84.9996, loss: 0.4187 2024-03-04 16:47:46,530 - mmseg - INFO - Iter [62400/160000] lr: 2.101e-05, eta: 17:03:47, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2542, decode.acc_seg: 89.4988, aux.loss_ce: 0.1499, aux.acc_seg: 85.5634, loss: 0.4040 2024-03-04 16:48:17,174 - mmseg - INFO - Iter [62450/160000] lr: 2.100e-05, eta: 17:03:14, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2571, decode.acc_seg: 89.4520, aux.loss_ce: 0.1545, aux.acc_seg: 85.0990, loss: 0.4116 2024-03-04 16:48:47,931 - mmseg - INFO - Iter [62500/160000] lr: 2.099e-05, eta: 17:02:42, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2418, decode.acc_seg: 90.0142, aux.loss_ce: 0.1458, aux.acc_seg: 85.8030, loss: 0.3876 2024-03-04 16:49:18,484 - mmseg - INFO - Iter [62550/160000] lr: 2.097e-05, eta: 17:02:09, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2431, decode.acc_seg: 89.8747, aux.loss_ce: 0.1529, aux.acc_seg: 85.1570, loss: 0.3960 2024-03-04 16:49:49,084 - mmseg - INFO - Iter [62600/160000] lr: 2.096e-05, eta: 17:01:36, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2622, decode.acc_seg: 89.1940, aux.loss_ce: 0.1542, aux.acc_seg: 85.0607, loss: 0.4165 2024-03-04 16:50:19,809 - mmseg - INFO - Iter [62650/160000] lr: 2.095e-05, eta: 17:01:03, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2565, decode.acc_seg: 89.4283, aux.loss_ce: 0.1516, aux.acc_seg: 85.3360, loss: 0.4081 2024-03-04 16:50:50,519 - mmseg - INFO - Iter [62700/160000] lr: 2.094e-05, eta: 17:00:31, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2438, decode.acc_seg: 89.9572, aux.loss_ce: 0.1481, aux.acc_seg: 85.6300, loss: 0.3920 2024-03-04 16:51:21,442 - mmseg - INFO - Iter [62750/160000] lr: 2.093e-05, eta: 16:59:59, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2549, decode.acc_seg: 89.5342, aux.loss_ce: 0.1522, aux.acc_seg: 85.1691, loss: 0.4071 2024-03-04 16:51:52,177 - mmseg - INFO - Iter [62800/160000] lr: 2.092e-05, eta: 16:59:26, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2472, decode.acc_seg: 89.6764, aux.loss_ce: 0.1530, aux.acc_seg: 85.5092, loss: 0.4002 2024-03-04 16:52:22,920 - mmseg - INFO - Iter [62850/160000] lr: 2.091e-05, eta: 16:58:53, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2467, decode.acc_seg: 89.6546, aux.loss_ce: 0.1478, aux.acc_seg: 85.5740, loss: 0.3945 2024-03-04 16:52:53,385 - mmseg - INFO - Iter [62900/160000] lr: 2.090e-05, eta: 16:58:20, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2541, decode.acc_seg: 89.6716, aux.loss_ce: 0.1597, aux.acc_seg: 84.7848, loss: 0.4138 2024-03-04 16:53:23,955 - mmseg - INFO - Iter [62950/160000] lr: 2.089e-05, eta: 16:57:48, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2523, decode.acc_seg: 89.6153, aux.loss_ce: 0.1489, aux.acc_seg: 85.7727, loss: 0.4012 2024-03-04 16:53:54,938 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 16:53:54,939 - mmseg - INFO - Iter [63000/160000] lr: 2.088e-05, eta: 16:57:15, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2517, decode.acc_seg: 89.7718, aux.loss_ce: 0.1522, aux.acc_seg: 85.4070, loss: 0.4039 2024-03-04 16:54:25,580 - mmseg - INFO - Iter [63050/160000] lr: 2.087e-05, eta: 16:56:43, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2480, decode.acc_seg: 90.2093, aux.loss_ce: 0.1492, aux.acc_seg: 86.1344, loss: 0.3972 2024-03-04 16:54:56,082 - mmseg - INFO - Iter [63100/160000] lr: 2.086e-05, eta: 16:56:10, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2517, decode.acc_seg: 89.6064, aux.loss_ce: 0.1497, aux.acc_seg: 85.8480, loss: 0.4014 2024-03-04 16:55:26,769 - mmseg - INFO - Iter [63150/160000] lr: 2.085e-05, eta: 16:55:37, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2376, decode.acc_seg: 90.3562, aux.loss_ce: 0.1473, aux.acc_seg: 85.9347, loss: 0.3849 2024-03-04 16:56:00,339 - mmseg - INFO - Iter [63200/160000] lr: 2.083e-05, eta: 16:55:09, time: 0.671, data_time: 0.068, memory: 7582, decode.loss_ce: 0.2360, decode.acc_seg: 90.2586, aux.loss_ce: 0.1414, aux.acc_seg: 86.4369, loss: 0.3774 2024-03-04 16:56:31,089 - mmseg - INFO - Iter [63250/160000] lr: 2.082e-05, eta: 16:54:36, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2286, decode.acc_seg: 90.4425, aux.loss_ce: 0.1327, aux.acc_seg: 86.9383, loss: 0.3613 2024-03-04 16:57:01,874 - mmseg - INFO - Iter [63300/160000] lr: 2.081e-05, eta: 16:54:04, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2339, decode.acc_seg: 90.3424, aux.loss_ce: 0.1403, aux.acc_seg: 86.6369, loss: 0.3742 2024-03-04 16:57:32,546 - mmseg - INFO - Iter [63350/160000] lr: 2.080e-05, eta: 16:53:31, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2370, decode.acc_seg: 90.1810, aux.loss_ce: 0.1444, aux.acc_seg: 85.9172, loss: 0.3814 2024-03-04 16:58:03,168 - mmseg - INFO - Iter [63400/160000] lr: 2.079e-05, eta: 16:52:58, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2324, decode.acc_seg: 90.1302, aux.loss_ce: 0.1437, aux.acc_seg: 86.0185, loss: 0.3761 2024-03-04 16:58:33,806 - mmseg - INFO - Iter [63450/160000] lr: 2.078e-05, eta: 16:52:26, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2347, decode.acc_seg: 90.5393, aux.loss_ce: 0.1431, aux.acc_seg: 86.3222, loss: 0.3778 2024-03-04 16:59:04,565 - mmseg - INFO - Iter [63500/160000] lr: 2.077e-05, eta: 16:51:53, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2312, decode.acc_seg: 90.2769, aux.loss_ce: 0.1456, aux.acc_seg: 85.8113, loss: 0.3768 2024-03-04 16:59:35,261 - mmseg - INFO - Iter [63550/160000] lr: 2.076e-05, eta: 16:51:21, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2247, decode.acc_seg: 90.7446, aux.loss_ce: 0.1385, aux.acc_seg: 86.8105, loss: 0.3631 2024-03-04 17:00:05,998 - mmseg - INFO - Iter [63600/160000] lr: 2.075e-05, eta: 16:50:48, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2422, decode.acc_seg: 90.4396, aux.loss_ce: 0.1498, aux.acc_seg: 85.9133, loss: 0.3921 2024-03-04 17:00:36,785 - mmseg - INFO - Iter [63650/160000] lr: 2.074e-05, eta: 16:50:15, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2461, decode.acc_seg: 89.6668, aux.loss_ce: 0.1552, aux.acc_seg: 84.6847, loss: 0.4013 2024-03-04 17:01:07,577 - mmseg - INFO - Iter [63700/160000] lr: 2.073e-05, eta: 16:49:43, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2549, decode.acc_seg: 89.7521, aux.loss_ce: 0.1541, aux.acc_seg: 85.1922, loss: 0.4090 2024-03-04 17:01:38,156 - mmseg - INFO - Iter [63750/160000] lr: 2.072e-05, eta: 16:49:10, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2525, decode.acc_seg: 89.7181, aux.loss_ce: 0.1468, aux.acc_seg: 85.8843, loss: 0.3993 2024-03-04 17:02:08,909 - mmseg - INFO - Iter [63800/160000] lr: 2.071e-05, eta: 16:48:38, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2442, decode.acc_seg: 90.0241, aux.loss_ce: 0.1468, aux.acc_seg: 85.8838, loss: 0.3909 2024-03-04 17:02:39,512 - mmseg - INFO - Iter [63850/160000] lr: 2.069e-05, eta: 16:48:05, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2427, decode.acc_seg: 89.8653, aux.loss_ce: 0.1462, aux.acc_seg: 85.9122, loss: 0.3889 2024-03-04 17:03:10,114 - mmseg - INFO - Iter [63900/160000] lr: 2.068e-05, eta: 16:47:32, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2419, decode.acc_seg: 89.8725, aux.loss_ce: 0.1504, aux.acc_seg: 85.1738, loss: 0.3923 2024-03-04 17:03:40,872 - mmseg - INFO - Iter [63950/160000] lr: 2.067e-05, eta: 16:47:00, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2518, decode.acc_seg: 89.6711, aux.loss_ce: 0.1519, aux.acc_seg: 85.4611, loss: 0.4037 2024-03-04 17:04:11,275 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:04:11,275 - mmseg - INFO - Iter [64000/160000] lr: 2.066e-05, eta: 16:46:27, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2449, decode.acc_seg: 90.1113, aux.loss_ce: 0.1519, aux.acc_seg: 85.4892, loss: 0.3968 2024-03-04 17:06:42,760 - mmseg - INFO - per class results: 2024-03-04 17:06:42,769 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 76.32 | 88.86 | | building | 81.31 | 92.16 | | sky | 94.08 | 97.69 | | floor | 80.6 | 89.94 | | tree | 73.62 | 86.57 | | ceiling | 82.77 | 90.98 | | road | 82.93 | 91.95 | | bed | 88.45 | 94.91 | | windowpane | 61.46 | 75.96 | | grass | 70.78 | 83.77 | | cabinet | 57.38 | 70.75 | | sidewalk | 65.6 | 78.4 | | person | 80.15 | 92.54 | | earth | 33.21 | 46.47 | | door | 47.29 | 60.87 | | table | 59.18 | 75.62 | | mountain | 57.76 | 75.21 | | plant | 52.18 | 67.65 | | curtain | 75.13 | 84.36 | | chair | 55.56 | 67.67 | | car | 83.36 | 89.22 | | water | 41.97 | 53.31 | | painting | 72.76 | 87.58 | | sofa | 66.77 | 83.1 | | shelf | 36.86 | 46.92 | | house | 42.69 | 54.94 | | sea | 48.24 | 76.41 | | mirror | 62.9 | 68.47 | | rug | 57.19 | 68.25 | | field | 37.96 | 58.35 | | armchair | 42.52 | 61.15 | | seat | 63.71 | 84.67 | | fence | 40.63 | 60.11 | | desk | 48.64 | 68.72 | | rock | 45.09 | 68.11 | | wardrobe | 40.42 | 56.66 | | lamp | 62.14 | 73.82 | | bathtub | 75.65 | 82.98 | | railing | 38.27 | 49.54 | | cushion | 53.36 | 71.57 | | base | 27.38 | 58.09 | | box | 23.62 | 27.32 | | column | 41.23 | 54.92 | | signboard | 38.49 | 51.2 | | chest of drawers | 34.91 | 46.52 | | counter | 25.93 | 31.72 | | sand | 38.33 | 56.09 | | sink | 69.8 | 79.3 | | skyscraper | 43.07 | 52.08 | | fireplace | 65.3 | 85.39 | | refrigerator | 64.94 | 88.23 | | grandstand | 42.3 | 68.35 | | path | 18.82 | 28.47 | | stairs | 24.49 | 28.41 | | runway | 66.52 | 84.96 | | case | 62.31 | 73.12 | | pool table | 92.13 | 96.05 | | pillow | 51.0 | 55.63 | | screen door | 63.66 | 80.13 | | stairway | 26.6 | 41.08 | | river | 13.3 | 33.37 | | bridge | 60.22 | 74.14 | | bookcase | 35.22 | 49.04 | | blind | 45.04 | 56.61 | | coffee table | 57.57 | 82.68 | | toilet | 84.15 | 90.14 | | flower | 39.33 | 47.7 | | book | 49.52 | 69.72 | | hill | 4.04 | 5.31 | | bench | 38.41 | 48.14 | | countertop | 48.12 | 70.34 | | stove | 73.6 | 80.15 | | palm | 50.14 | 79.87 | | kitchen island | 37.11 | 62.15 | | computer | 63.7 | 74.57 | | swivel chair | 46.95 | 64.27 | | boat | 35.68 | 47.52 | | bar | 26.95 | 33.79 | | arcade machine | 61.22 | 67.56 | | hovel | 31.43 | 35.71 | | bus | 84.86 | 94.67 | | towel | 61.51 | 76.03 | | light | 49.44 | 54.19 | | truck | 12.44 | 16.56 | | tower | 16.24 | 20.71 | | chandelier | 66.57 | 81.79 | | awning | 18.81 | 23.34 | | streetlight | 23.03 | 28.81 | | booth | 44.1 | 48.84 | | television receiver | 66.36 | 73.2 | | airplane | 55.48 | 63.05 | | dirt track | 0.58 | 1.44 | | apparel | 33.74 | 48.15 | | pole | 16.98 | 22.72 | | land | 1.85 | 2.74 | | bannister | 14.46 | 17.91 | | escalator | 34.12 | 45.21 | | ottoman | 42.41 | 62.46 | | bottle | 35.8 | 45.66 | | buffet | 30.47 | 33.62 | | poster | 33.27 | 47.91 | | stage | 16.46 | 25.06 | | van | 45.1 | 62.47 | | ship | 23.06 | 33.44 | | fountain | 18.94 | 19.06 | | conveyer belt | 73.17 | 89.17 | | canopy | 34.74 | 46.82 | | washer | 70.93 | 72.08 | | plaything | 23.94 | 35.9 | | swimming pool | 45.06 | 62.52 | | stool | 36.65 | 53.25 | | barrel | 29.0 | 87.47 | | basket | 29.66 | 38.24 | | waterfall | 60.93 | 66.31 | | tent | 93.24 | 98.92 | | bag | 10.93 | 13.54 | | minibike | 66.47 | 77.84 | | cradle | 78.75 | 97.86 | | oven | 39.25 | 64.29 | | ball | 35.41 | 39.13 | | food | 54.71 | 67.53 | | step | 10.17 | 11.26 | | tank | 43.9 | 46.63 | | trade name | 25.7 | 29.56 | | microwave | 47.17 | 51.56 | | pot | 40.39 | 51.19 | | animal | 60.93 | 63.84 | | bicycle | 50.03 | 69.15 | | lake | 29.54 | 30.87 | | dishwasher | 64.29 | 71.26 | | screen | 67.32 | 88.18 | | blanket | 11.28 | 12.44 | | sculpture | 51.31 | 61.94 | | hood | 61.72 | 67.99 | | sconce | 41.39 | 49.43 | | vase | 35.27 | 48.11 | | traffic light | 27.94 | 44.9 | | tray | 2.67 | 3.51 | | ashcan | 33.52 | 46.13 | | fan | 57.69 | 70.85 | | pier | 44.25 | 57.6 | | crt screen | 0.05 | 0.06 | | plate | 49.12 | 69.42 | | monitor | 44.92 | 67.31 | | bulletin board | 40.6 | 46.77 | | shower | 0.02 | 0.02 | | radiator | 53.09 | 65.92 | | glass | 13.72 | 15.12 | | clock | 32.24 | 34.99 | | flag | 33.46 | 39.47 | +---------------------+-------+-------+ 2024-03-04 17:06:42,769 - mmseg - INFO - Summary: 2024-03-04 17:06:42,769 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 82.21 | 46.41 | 58.08 | +-------+-------+-------+ 2024-03-04 17:06:42,781 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:06:42,782 - mmseg - INFO - Iter(val) [500] aAcc: 0.8221, mIoU: 0.4641, mAcc: 0.5808, IoU.wall: 0.7632, IoU.building: 0.8131, IoU.sky: 0.9408, IoU.floor: 0.8060, IoU.tree: 0.7362, IoU.ceiling: 0.8277, IoU.road: 0.8293, IoU.bed : 0.8845, IoU.windowpane: 0.6146, IoU.grass: 0.7078, IoU.cabinet: 0.5738, IoU.sidewalk: 0.6560, IoU.person: 0.8015, IoU.earth: 0.3321, IoU.door: 0.4729, IoU.table: 0.5918, IoU.mountain: 0.5776, IoU.plant: 0.5218, IoU.curtain: 0.7513, IoU.chair: 0.5556, IoU.car: 0.8336, IoU.water: 0.4197, IoU.painting: 0.7276, IoU.sofa: 0.6677, IoU.shelf: 0.3686, IoU.house: 0.4269, IoU.sea: 0.4824, IoU.mirror: 0.6290, IoU.rug: 0.5719, IoU.field: 0.3796, IoU.armchair: 0.4252, IoU.seat: 0.6371, IoU.fence: 0.4063, IoU.desk: 0.4864, IoU.rock: 0.4509, IoU.wardrobe: 0.4042, IoU.lamp: 0.6214, IoU.bathtub: 0.7565, IoU.railing: 0.3827, IoU.cushion: 0.5336, IoU.base: 0.2738, IoU.box: 0.2362, IoU.column: 0.4123, IoU.signboard: 0.3849, IoU.chest of drawers: 0.3491, IoU.counter: 0.2593, IoU.sand: 0.3833, IoU.sink: 0.6980, IoU.skyscraper: 0.4307, IoU.fireplace: 0.6530, IoU.refrigerator: 0.6494, IoU.grandstand: 0.4230, IoU.path: 0.1882, IoU.stairs: 0.2449, IoU.runway: 0.6652, IoU.case: 0.6231, IoU.pool table: 0.9213, IoU.pillow: 0.5100, IoU.screen door: 0.6366, IoU.stairway: 0.2660, IoU.river: 0.1330, IoU.bridge: 0.6022, IoU.bookcase: 0.3522, IoU.blind: 0.4504, IoU.coffee table: 0.5757, IoU.toilet: 0.8415, IoU.flower: 0.3933, IoU.book: 0.4952, IoU.hill: 0.0404, IoU.bench: 0.3841, IoU.countertop: 0.4812, IoU.stove: 0.7360, IoU.palm: 0.5014, IoU.kitchen island: 0.3711, IoU.computer: 0.6370, IoU.swivel chair: 0.4695, IoU.boat: 0.3568, IoU.bar: 0.2695, IoU.arcade machine: 0.6122, IoU.hovel: 0.3143, IoU.bus: 0.8486, IoU.towel: 0.6151, IoU.light: 0.4944, IoU.truck: 0.1244, IoU.tower: 0.1624, IoU.chandelier: 0.6657, IoU.awning: 0.1881, IoU.streetlight: 0.2303, IoU.booth: 0.4410, IoU.television receiver: 0.6636, IoU.airplane: 0.5548, IoU.dirt track: 0.0058, IoU.apparel: 0.3374, IoU.pole: 0.1698, IoU.land: 0.0185, IoU.bannister: 0.1446, IoU.escalator: 0.3412, IoU.ottoman: 0.4241, IoU.bottle: 0.3580, IoU.buffet: 0.3047, IoU.poster: 0.3327, IoU.stage: 0.1646, IoU.van: 0.4510, IoU.ship: 0.2306, IoU.fountain: 0.1894, IoU.conveyer belt: 0.7317, IoU.canopy: 0.3474, IoU.washer: 0.7093, IoU.plaything: 0.2394, IoU.swimming pool: 0.4506, IoU.stool: 0.3665, IoU.barrel: 0.2900, IoU.basket: 0.2966, IoU.waterfall: 0.6093, IoU.tent: 0.9324, IoU.bag: 0.1093, IoU.minibike: 0.6647, IoU.cradle: 0.7875, IoU.oven: 0.3925, IoU.ball: 0.3541, IoU.food: 0.5471, IoU.step: 0.1017, IoU.tank: 0.4390, IoU.trade name: 0.2570, IoU.microwave: 0.4717, IoU.pot: 0.4039, IoU.animal: 0.6093, IoU.bicycle: 0.5003, IoU.lake: 0.2954, IoU.dishwasher: 0.6429, IoU.screen: 0.6732, IoU.blanket: 0.1128, IoU.sculpture: 0.5131, IoU.hood: 0.6172, IoU.sconce: 0.4139, IoU.vase: 0.3527, IoU.traffic light: 0.2794, IoU.tray: 0.0267, IoU.ashcan: 0.3352, IoU.fan: 0.5769, IoU.pier: 0.4425, IoU.crt screen: 0.0005, IoU.plate: 0.4912, IoU.monitor: 0.4492, IoU.bulletin board: 0.4060, IoU.shower: 0.0002, IoU.radiator: 0.5309, IoU.glass: 0.1372, IoU.clock: 0.3224, IoU.flag: 0.3346, Acc.wall: 0.8886, Acc.building: 0.9216, Acc.sky: 0.9769, Acc.floor: 0.8994, Acc.tree: 0.8657, Acc.ceiling: 0.9098, Acc.road: 0.9195, Acc.bed : 0.9491, Acc.windowpane: 0.7596, Acc.grass: 0.8377, Acc.cabinet: 0.7075, Acc.sidewalk: 0.7840, Acc.person: 0.9254, Acc.earth: 0.4647, Acc.door: 0.6087, Acc.table: 0.7562, Acc.mountain: 0.7521, Acc.plant: 0.6765, Acc.curtain: 0.8436, Acc.chair: 0.6767, Acc.car: 0.8922, Acc.water: 0.5331, Acc.painting: 0.8758, Acc.sofa: 0.8310, Acc.shelf: 0.4692, Acc.house: 0.5494, Acc.sea: 0.7641, Acc.mirror: 0.6847, Acc.rug: 0.6825, Acc.field: 0.5835, Acc.armchair: 0.6115, Acc.seat: 0.8467, Acc.fence: 0.6011, Acc.desk: 0.6872, Acc.rock: 0.6811, Acc.wardrobe: 0.5666, Acc.lamp: 0.7382, Acc.bathtub: 0.8298, Acc.railing: 0.4954, Acc.cushion: 0.7157, Acc.base: 0.5809, Acc.box: 0.2732, Acc.column: 0.5492, Acc.signboard: 0.5120, Acc.chest of drawers: 0.4652, Acc.counter: 0.3172, Acc.sand: 0.5609, Acc.sink: 0.7930, Acc.skyscraper: 0.5208, Acc.fireplace: 0.8539, Acc.refrigerator: 0.8823, Acc.grandstand: 0.6835, Acc.path: 0.2847, Acc.stairs: 0.2841, Acc.runway: 0.8496, Acc.case: 0.7312, Acc.pool table: 0.9605, Acc.pillow: 0.5563, Acc.screen door: 0.8013, Acc.stairway: 0.4108, Acc.river: 0.3337, Acc.bridge: 0.7414, Acc.bookcase: 0.4904, Acc.blind: 0.5661, Acc.coffee table: 0.8268, Acc.toilet: 0.9014, Acc.flower: 0.4770, Acc.book: 0.6972, Acc.hill: 0.0531, Acc.bench: 0.4814, Acc.countertop: 0.7034, Acc.stove: 0.8015, Acc.palm: 0.7987, Acc.kitchen island: 0.6215, Acc.computer: 0.7457, Acc.swivel chair: 0.6427, Acc.boat: 0.4752, Acc.bar: 0.3379, Acc.arcade machine: 0.6756, Acc.hovel: 0.3571, Acc.bus: 0.9467, Acc.towel: 0.7603, Acc.light: 0.5419, Acc.truck: 0.1656, Acc.tower: 0.2071, Acc.chandelier: 0.8179, Acc.awning: 0.2334, Acc.streetlight: 0.2881, Acc.booth: 0.4884, Acc.television receiver: 0.7320, Acc.airplane: 0.6305, Acc.dirt track: 0.0144, Acc.apparel: 0.4815, Acc.pole: 0.2272, Acc.land: 0.0274, Acc.bannister: 0.1791, Acc.escalator: 0.4521, Acc.ottoman: 0.6246, Acc.bottle: 0.4566, Acc.buffet: 0.3362, Acc.poster: 0.4791, Acc.stage: 0.2506, Acc.van: 0.6247, Acc.ship: 0.3344, Acc.fountain: 0.1906, Acc.conveyer belt: 0.8917, Acc.canopy: 0.4682, Acc.washer: 0.7208, Acc.plaything: 0.3590, Acc.swimming pool: 0.6252, Acc.stool: 0.5325, Acc.barrel: 0.8747, Acc.basket: 0.3824, Acc.waterfall: 0.6631, Acc.tent: 0.9892, Acc.bag: 0.1354, Acc.minibike: 0.7784, Acc.cradle: 0.9786, Acc.oven: 0.6429, Acc.ball: 0.3913, Acc.food: 0.6753, Acc.step: 0.1126, Acc.tank: 0.4663, Acc.trade name: 0.2956, Acc.microwave: 0.5156, Acc.pot: 0.5119, Acc.animal: 0.6384, Acc.bicycle: 0.6915, Acc.lake: 0.3087, Acc.dishwasher: 0.7126, Acc.screen: 0.8818, Acc.blanket: 0.1244, Acc.sculpture: 0.6194, Acc.hood: 0.6799, Acc.sconce: 0.4943, Acc.vase: 0.4811, Acc.traffic light: 0.4490, Acc.tray: 0.0351, Acc.ashcan: 0.4613, Acc.fan: 0.7085, Acc.pier: 0.5760, Acc.crt screen: 0.0006, Acc.plate: 0.6942, Acc.monitor: 0.6731, Acc.bulletin board: 0.4677, Acc.shower: 0.0002, Acc.radiator: 0.6592, Acc.glass: 0.1512, Acc.clock: 0.3499, Acc.flag: 0.3947 2024-03-04 17:07:13,438 - mmseg - INFO - Iter [64050/160000] lr: 2.065e-05, eta: 16:49:41, time: 3.643, data_time: 3.038, memory: 7582, decode.loss_ce: 0.2609, decode.acc_seg: 89.3163, aux.loss_ce: 0.1531, aux.acc_seg: 85.1322, loss: 0.4140 2024-03-04 17:07:44,261 - mmseg - INFO - Iter [64100/160000] lr: 2.064e-05, eta: 16:49:08, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2528, decode.acc_seg: 89.7271, aux.loss_ce: 0.1551, aux.acc_seg: 85.0536, loss: 0.4079 2024-03-04 17:08:15,026 - mmseg - INFO - Iter [64150/160000] lr: 2.063e-05, eta: 16:48:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2444, decode.acc_seg: 90.2798, aux.loss_ce: 0.1508, aux.acc_seg: 85.9990, loss: 0.3952 2024-03-04 17:08:45,568 - mmseg - INFO - Iter [64200/160000] lr: 2.062e-05, eta: 16:48:02, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2715, decode.acc_seg: 89.1392, aux.loss_ce: 0.1647, aux.acc_seg: 84.6368, loss: 0.4362 2024-03-04 17:09:16,040 - mmseg - INFO - Iter [64250/160000] lr: 2.061e-05, eta: 16:47:29, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2514, decode.acc_seg: 89.3856, aux.loss_ce: 0.1500, aux.acc_seg: 85.3406, loss: 0.4014 2024-03-04 17:09:46,642 - mmseg - INFO - Iter [64300/160000] lr: 2.060e-05, eta: 16:46:56, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2493, decode.acc_seg: 89.6245, aux.loss_ce: 0.1493, aux.acc_seg: 85.4904, loss: 0.3986 2024-03-04 17:10:17,198 - mmseg - INFO - Iter [64350/160000] lr: 2.059e-05, eta: 16:46:23, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2554, decode.acc_seg: 89.8216, aux.loss_ce: 0.1527, aux.acc_seg: 85.9234, loss: 0.4081 2024-03-04 17:10:47,911 - mmseg - INFO - Iter [64400/160000] lr: 2.058e-05, eta: 16:45:50, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2416, decode.acc_seg: 90.1464, aux.loss_ce: 0.1458, aux.acc_seg: 86.0606, loss: 0.3874 2024-03-04 17:11:21,625 - mmseg - INFO - Iter [64450/160000] lr: 2.057e-05, eta: 16:45:22, time: 0.674, data_time: 0.064, memory: 7582, decode.loss_ce: 0.2345, decode.acc_seg: 90.3947, aux.loss_ce: 0.1457, aux.acc_seg: 85.9954, loss: 0.3802 2024-03-04 17:11:52,153 - mmseg - INFO - Iter [64500/160000] lr: 2.056e-05, eta: 16:44:49, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2502, decode.acc_seg: 89.8040, aux.loss_ce: 0.1449, aux.acc_seg: 86.2278, loss: 0.3951 2024-03-04 17:12:22,607 - mmseg - INFO - Iter [64550/160000] lr: 2.054e-05, eta: 16:44:16, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2335, decode.acc_seg: 90.5717, aux.loss_ce: 0.1499, aux.acc_seg: 86.0170, loss: 0.3834 2024-03-04 17:12:53,132 - mmseg - INFO - Iter [64600/160000] lr: 2.053e-05, eta: 16:43:43, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2451, decode.acc_seg: 90.0309, aux.loss_ce: 0.1471, aux.acc_seg: 86.0703, loss: 0.3922 2024-03-04 17:13:23,717 - mmseg - INFO - Iter [64650/160000] lr: 2.052e-05, eta: 16:43:10, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2304, decode.acc_seg: 90.5188, aux.loss_ce: 0.1367, aux.acc_seg: 86.5582, loss: 0.3671 2024-03-04 17:13:54,239 - mmseg - INFO - Iter [64700/160000] lr: 2.051e-05, eta: 16:42:37, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2457, decode.acc_seg: 89.9410, aux.loss_ce: 0.1489, aux.acc_seg: 85.7206, loss: 0.3946 2024-03-04 17:14:24,790 - mmseg - INFO - Iter [64750/160000] lr: 2.050e-05, eta: 16:42:03, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2303, decode.acc_seg: 90.5718, aux.loss_ce: 0.1424, aux.acc_seg: 86.5334, loss: 0.3728 2024-03-04 17:14:55,541 - mmseg - INFO - Iter [64800/160000] lr: 2.049e-05, eta: 16:41:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2455, decode.acc_seg: 89.6491, aux.loss_ce: 0.1446, aux.acc_seg: 85.9380, loss: 0.3901 2024-03-04 17:15:26,203 - mmseg - INFO - Iter [64850/160000] lr: 2.048e-05, eta: 16:40:58, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2419, decode.acc_seg: 90.0599, aux.loss_ce: 0.1438, aux.acc_seg: 86.1286, loss: 0.3857 2024-03-04 17:15:56,820 - mmseg - INFO - Iter [64900/160000] lr: 2.047e-05, eta: 16:40:25, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2361, decode.acc_seg: 90.3865, aux.loss_ce: 0.1439, aux.acc_seg: 86.3621, loss: 0.3799 2024-03-04 17:16:27,532 - mmseg - INFO - Iter [64950/160000] lr: 2.046e-05, eta: 16:39:52, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2513, decode.acc_seg: 89.8745, aux.loss_ce: 0.1526, aux.acc_seg: 85.6102, loss: 0.4039 2024-03-04 17:16:58,145 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:16:58,145 - mmseg - INFO - Iter [65000/160000] lr: 2.045e-05, eta: 16:39:19, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2317, decode.acc_seg: 90.6550, aux.loss_ce: 0.1419, aux.acc_seg: 86.6645, loss: 0.3736 2024-03-04 17:17:28,856 - mmseg - INFO - Iter [65050/160000] lr: 2.044e-05, eta: 16:38:46, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2444, decode.acc_seg: 90.0109, aux.loss_ce: 0.1515, aux.acc_seg: 85.4726, loss: 0.3959 2024-03-04 17:17:59,357 - mmseg - INFO - Iter [65100/160000] lr: 2.043e-05, eta: 16:38:13, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2431, decode.acc_seg: 89.7157, aux.loss_ce: 0.1453, aux.acc_seg: 85.6700, loss: 0.3884 2024-03-04 17:18:30,223 - mmseg - INFO - Iter [65150/160000] lr: 2.042e-05, eta: 16:37:41, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2477, decode.acc_seg: 90.0185, aux.loss_ce: 0.1498, aux.acc_seg: 85.7574, loss: 0.3975 2024-03-04 17:19:00,788 - mmseg - INFO - Iter [65200/160000] lr: 2.040e-05, eta: 16:37:08, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2349, decode.acc_seg: 90.3200, aux.loss_ce: 0.1484, aux.acc_seg: 85.7170, loss: 0.3834 2024-03-04 17:19:31,477 - mmseg - INFO - Iter [65250/160000] lr: 2.039e-05, eta: 16:36:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2418, decode.acc_seg: 89.9765, aux.loss_ce: 0.1452, aux.acc_seg: 85.8167, loss: 0.3870 2024-03-04 17:20:02,325 - mmseg - INFO - Iter [65300/160000] lr: 2.038e-05, eta: 16:36:02, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2426, decode.acc_seg: 89.8795, aux.loss_ce: 0.1467, aux.acc_seg: 85.9187, loss: 0.3893 2024-03-04 17:20:33,061 - mmseg - INFO - Iter [65350/160000] lr: 2.037e-05, eta: 16:35:30, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2417, decode.acc_seg: 89.9394, aux.loss_ce: 0.1467, aux.acc_seg: 85.8324, loss: 0.3884 2024-03-04 17:21:03,825 - mmseg - INFO - Iter [65400/160000] lr: 2.036e-05, eta: 16:34:57, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2413, decode.acc_seg: 90.1256, aux.loss_ce: 0.1487, aux.acc_seg: 85.5522, loss: 0.3900 2024-03-04 17:21:34,628 - mmseg - INFO - Iter [65450/160000] lr: 2.035e-05, eta: 16:34:24, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2394, decode.acc_seg: 90.1602, aux.loss_ce: 0.1434, aux.acc_seg: 86.1851, loss: 0.3828 2024-03-04 17:22:05,519 - mmseg - INFO - Iter [65500/160000] lr: 2.034e-05, eta: 16:33:52, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2359, decode.acc_seg: 90.1299, aux.loss_ce: 0.1447, aux.acc_seg: 85.8764, loss: 0.3806 2024-03-04 17:22:36,162 - mmseg - INFO - Iter [65550/160000] lr: 2.033e-05, eta: 16:33:19, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2298, decode.acc_seg: 90.6323, aux.loss_ce: 0.1390, aux.acc_seg: 86.7645, loss: 0.3688 2024-03-04 17:23:06,990 - mmseg - INFO - Iter [65600/160000] lr: 2.032e-05, eta: 16:32:46, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2338, decode.acc_seg: 90.2705, aux.loss_ce: 0.1406, aux.acc_seg: 86.0299, loss: 0.3744 2024-03-04 17:23:37,793 - mmseg - INFO - Iter [65650/160000] lr: 2.031e-05, eta: 16:32:14, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2419, decode.acc_seg: 90.0905, aux.loss_ce: 0.1446, aux.acc_seg: 86.2118, loss: 0.3864 2024-03-04 17:24:11,383 - mmseg - INFO - Iter [65700/160000] lr: 2.030e-05, eta: 16:31:45, time: 0.671, data_time: 0.059, memory: 7582, decode.loss_ce: 0.2247, decode.acc_seg: 90.6365, aux.loss_ce: 0.1373, aux.acc_seg: 86.6562, loss: 0.3619 2024-03-04 17:24:41,999 - mmseg - INFO - Iter [65750/160000] lr: 2.029e-05, eta: 16:31:12, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2330, decode.acc_seg: 90.2916, aux.loss_ce: 0.1470, aux.acc_seg: 85.7676, loss: 0.3800 2024-03-04 17:25:12,715 - mmseg - INFO - Iter [65800/160000] lr: 2.028e-05, eta: 16:30:39, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2311, decode.acc_seg: 90.4899, aux.loss_ce: 0.1358, aux.acc_seg: 86.9457, loss: 0.3669 2024-03-04 17:25:43,654 - mmseg - INFO - Iter [65850/160000] lr: 2.026e-05, eta: 16:30:07, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2540, decode.acc_seg: 89.5911, aux.loss_ce: 0.1475, aux.acc_seg: 85.9257, loss: 0.4015 2024-03-04 17:26:14,377 - mmseg - INFO - Iter [65900/160000] lr: 2.025e-05, eta: 16:29:34, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2293, decode.acc_seg: 90.4270, aux.loss_ce: 0.1361, aux.acc_seg: 86.6991, loss: 0.3653 2024-03-04 17:26:44,958 - mmseg - INFO - Iter [65950/160000] lr: 2.024e-05, eta: 16:29:01, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2269, decode.acc_seg: 90.7110, aux.loss_ce: 0.1410, aux.acc_seg: 86.3249, loss: 0.3679 2024-03-04 17:27:15,723 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:27:15,724 - mmseg - INFO - Iter [66000/160000] lr: 2.023e-05, eta: 16:28:29, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2403, decode.acc_seg: 89.9357, aux.loss_ce: 0.1401, aux.acc_seg: 86.0059, loss: 0.3804 2024-03-04 17:27:46,410 - mmseg - INFO - Iter [66050/160000] lr: 2.022e-05, eta: 16:27:56, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2446, decode.acc_seg: 90.0348, aux.loss_ce: 0.1522, aux.acc_seg: 85.4141, loss: 0.3968 2024-03-04 17:28:17,086 - mmseg - INFO - Iter [66100/160000] lr: 2.021e-05, eta: 16:27:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2382, decode.acc_seg: 90.2746, aux.loss_ce: 0.1388, aux.acc_seg: 86.4891, loss: 0.3770 2024-03-04 17:28:47,703 - mmseg - INFO - Iter [66150/160000] lr: 2.020e-05, eta: 16:26:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2356, decode.acc_seg: 90.0809, aux.loss_ce: 0.1435, aux.acc_seg: 86.1283, loss: 0.3792 2024-03-04 17:29:18,467 - mmseg - INFO - Iter [66200/160000] lr: 2.019e-05, eta: 16:26:18, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2411, decode.acc_seg: 90.0553, aux.loss_ce: 0.1446, aux.acc_seg: 85.7762, loss: 0.3858 2024-03-04 17:29:49,172 - mmseg - INFO - Iter [66250/160000] lr: 2.018e-05, eta: 16:25:45, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2183, decode.acc_seg: 90.6956, aux.loss_ce: 0.1294, aux.acc_seg: 87.2575, loss: 0.3477 2024-03-04 17:30:19,965 - mmseg - INFO - Iter [66300/160000] lr: 2.017e-05, eta: 16:25:12, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2339, decode.acc_seg: 90.1754, aux.loss_ce: 0.1424, aux.acc_seg: 86.0065, loss: 0.3763 2024-03-04 17:30:50,594 - mmseg - INFO - Iter [66350/160000] lr: 2.016e-05, eta: 16:24:39, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2422, decode.acc_seg: 90.1243, aux.loss_ce: 0.1468, aux.acc_seg: 85.8527, loss: 0.3890 2024-03-04 17:31:21,434 - mmseg - INFO - Iter [66400/160000] lr: 2.015e-05, eta: 16:24:07, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2391, decode.acc_seg: 90.2323, aux.loss_ce: 0.1448, aux.acc_seg: 85.9371, loss: 0.3838 2024-03-04 17:31:52,099 - mmseg - INFO - Iter [66450/160000] lr: 2.014e-05, eta: 16:23:34, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2449, decode.acc_seg: 89.9571, aux.loss_ce: 0.1445, aux.acc_seg: 86.1314, loss: 0.3894 2024-03-04 17:32:22,684 - mmseg - INFO - Iter [66500/160000] lr: 2.012e-05, eta: 16:23:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2322, decode.acc_seg: 90.2915, aux.loss_ce: 0.1451, aux.acc_seg: 85.9913, loss: 0.3773 2024-03-04 17:32:53,439 - mmseg - INFO - Iter [66550/160000] lr: 2.011e-05, eta: 16:22:29, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2428, decode.acc_seg: 89.9607, aux.loss_ce: 0.1447, aux.acc_seg: 86.0301, loss: 0.3874 2024-03-04 17:33:24,058 - mmseg - INFO - Iter [66600/160000] lr: 2.010e-05, eta: 16:21:56, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2371, decode.acc_seg: 90.2565, aux.loss_ce: 0.1431, aux.acc_seg: 86.3744, loss: 0.3802 2024-03-04 17:33:54,849 - mmseg - INFO - Iter [66650/160000] lr: 2.009e-05, eta: 16:21:23, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2410, decode.acc_seg: 90.0588, aux.loss_ce: 0.1431, aux.acc_seg: 86.1366, loss: 0.3841 2024-03-04 17:34:25,618 - mmseg - INFO - Iter [66700/160000] lr: 2.008e-05, eta: 16:20:51, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2285, decode.acc_seg: 90.7033, aux.loss_ce: 0.1353, aux.acc_seg: 86.8896, loss: 0.3638 2024-03-04 17:34:56,475 - mmseg - INFO - Iter [66750/160000] lr: 2.007e-05, eta: 16:20:18, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2456, decode.acc_seg: 90.0242, aux.loss_ce: 0.1450, aux.acc_seg: 86.1436, loss: 0.3905 2024-03-04 17:35:26,870 - mmseg - INFO - Iter [66800/160000] lr: 2.006e-05, eta: 16:19:45, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2300, decode.acc_seg: 90.5301, aux.loss_ce: 0.1442, aux.acc_seg: 86.3078, loss: 0.3742 2024-03-04 17:35:57,505 - mmseg - INFO - Iter [66850/160000] lr: 2.005e-05, eta: 16:19:12, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2365, decode.acc_seg: 90.0648, aux.loss_ce: 0.1456, aux.acc_seg: 85.6499, loss: 0.3821 2024-03-04 17:36:28,248 - mmseg - INFO - Iter [66900/160000] lr: 2.004e-05, eta: 16:18:39, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2294, decode.acc_seg: 90.3187, aux.loss_ce: 0.1403, aux.acc_seg: 86.1975, loss: 0.3696 2024-03-04 17:37:01,725 - mmseg - INFO - Iter [66950/160000] lr: 2.003e-05, eta: 16:18:11, time: 0.670, data_time: 0.061, memory: 7582, decode.loss_ce: 0.2261, decode.acc_seg: 90.4927, aux.loss_ce: 0.1407, aux.acc_seg: 86.2091, loss: 0.3668 2024-03-04 17:37:32,435 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:37:32,436 - mmseg - INFO - Iter [67000/160000] lr: 2.002e-05, eta: 16:17:38, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2309, decode.acc_seg: 90.2487, aux.loss_ce: 0.1399, aux.acc_seg: 86.3124, loss: 0.3708 2024-03-04 17:38:02,979 - mmseg - INFO - Iter [67050/160000] lr: 2.001e-05, eta: 16:17:05, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2226, decode.acc_seg: 90.7539, aux.loss_ce: 0.1373, aux.acc_seg: 86.8318, loss: 0.3599 2024-03-04 17:38:33,741 - mmseg - INFO - Iter [67100/160000] lr: 2.000e-05, eta: 16:16:32, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2273, decode.acc_seg: 90.5577, aux.loss_ce: 0.1369, aux.acc_seg: 86.6785, loss: 0.3641 2024-03-04 17:39:04,383 - mmseg - INFO - Iter [67150/160000] lr: 1.998e-05, eta: 16:16:00, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2262, decode.acc_seg: 90.6772, aux.loss_ce: 0.1405, aux.acc_seg: 86.6307, loss: 0.3667 2024-03-04 17:39:34,975 - mmseg - INFO - Iter [67200/160000] lr: 1.997e-05, eta: 16:15:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2414, decode.acc_seg: 90.2778, aux.loss_ce: 0.1442, aux.acc_seg: 86.2527, loss: 0.3856 2024-03-04 17:40:05,606 - mmseg - INFO - Iter [67250/160000] lr: 1.996e-05, eta: 16:14:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2456, decode.acc_seg: 89.8455, aux.loss_ce: 0.1481, aux.acc_seg: 85.6382, loss: 0.3937 2024-03-04 17:40:36,375 - mmseg - INFO - Iter [67300/160000] lr: 1.995e-05, eta: 16:14:21, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2414, decode.acc_seg: 89.9605, aux.loss_ce: 0.1423, aux.acc_seg: 86.2510, loss: 0.3837 2024-03-04 17:41:07,081 - mmseg - INFO - Iter [67350/160000] lr: 1.994e-05, eta: 16:13:49, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2216, decode.acc_seg: 90.6413, aux.loss_ce: 0.1354, aux.acc_seg: 86.7055, loss: 0.3570 2024-03-04 17:41:37,716 - mmseg - INFO - Iter [67400/160000] lr: 1.993e-05, eta: 16:13:16, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2179, decode.acc_seg: 90.9850, aux.loss_ce: 0.1320, aux.acc_seg: 87.0689, loss: 0.3499 2024-03-04 17:42:08,184 - mmseg - INFO - Iter [67450/160000] lr: 1.992e-05, eta: 16:12:43, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2479, decode.acc_seg: 89.6974, aux.loss_ce: 0.1483, aux.acc_seg: 85.6694, loss: 0.3962 2024-03-04 17:42:38,940 - mmseg - INFO - Iter [67500/160000] lr: 1.991e-05, eta: 16:12:10, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2462, decode.acc_seg: 90.2008, aux.loss_ce: 0.1464, aux.acc_seg: 86.2202, loss: 0.3926 2024-03-04 17:43:09,630 - mmseg - INFO - Iter [67550/160000] lr: 1.990e-05, eta: 16:11:38, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2401, decode.acc_seg: 90.2739, aux.loss_ce: 0.1462, aux.acc_seg: 86.1382, loss: 0.3863 2024-03-04 17:43:40,273 - mmseg - INFO - Iter [67600/160000] lr: 1.989e-05, eta: 16:11:05, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2201, decode.acc_seg: 90.9409, aux.loss_ce: 0.1389, aux.acc_seg: 86.4451, loss: 0.3589 2024-03-04 17:44:10,782 - mmseg - INFO - Iter [67650/160000] lr: 1.988e-05, eta: 16:10:32, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2537, decode.acc_seg: 89.8008, aux.loss_ce: 0.1470, aux.acc_seg: 85.9013, loss: 0.4007 2024-03-04 17:44:41,432 - mmseg - INFO - Iter [67700/160000] lr: 1.987e-05, eta: 16:09:59, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2483, decode.acc_seg: 89.6942, aux.loss_ce: 0.1511, aux.acc_seg: 85.2449, loss: 0.3993 2024-03-04 17:45:12,007 - mmseg - INFO - Iter [67750/160000] lr: 1.986e-05, eta: 16:09:27, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2319, decode.acc_seg: 90.3183, aux.loss_ce: 0.1398, aux.acc_seg: 86.6275, loss: 0.3717 2024-03-04 17:45:42,606 - mmseg - INFO - Iter [67800/160000] lr: 1.984e-05, eta: 16:08:54, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2340, decode.acc_seg: 90.2880, aux.loss_ce: 0.1437, aux.acc_seg: 85.8473, loss: 0.3776 2024-03-04 17:46:13,467 - mmseg - INFO - Iter [67850/160000] lr: 1.983e-05, eta: 16:08:21, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2658, decode.acc_seg: 89.3927, aux.loss_ce: 0.1573, aux.acc_seg: 85.2803, loss: 0.4231 2024-03-04 17:46:44,321 - mmseg - INFO - Iter [67900/160000] lr: 1.982e-05, eta: 16:07:49, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2376, decode.acc_seg: 90.1444, aux.loss_ce: 0.1449, aux.acc_seg: 85.9021, loss: 0.3824 2024-03-04 17:47:14,877 - mmseg - INFO - Iter [67950/160000] lr: 1.981e-05, eta: 16:07:16, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2484, decode.acc_seg: 89.5976, aux.loss_ce: 0.1474, aux.acc_seg: 85.5744, loss: 0.3958 2024-03-04 17:47:45,569 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:47:45,570 - mmseg - INFO - Iter [68000/160000] lr: 1.980e-05, eta: 16:06:43, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2239, decode.acc_seg: 90.8933, aux.loss_ce: 0.1345, aux.acc_seg: 86.9647, loss: 0.3584 2024-03-04 17:48:16,277 - mmseg - INFO - Iter [68050/160000] lr: 1.979e-05, eta: 16:06:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2466, decode.acc_seg: 89.9370, aux.loss_ce: 0.1528, aux.acc_seg: 85.4062, loss: 0.3995 2024-03-04 17:48:46,758 - mmseg - INFO - Iter [68100/160000] lr: 1.978e-05, eta: 16:05:38, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2337, decode.acc_seg: 90.4001, aux.loss_ce: 0.1416, aux.acc_seg: 86.3828, loss: 0.3753 2024-03-04 17:49:17,349 - mmseg - INFO - Iter [68150/160000] lr: 1.977e-05, eta: 16:05:05, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2621, decode.acc_seg: 89.5183, aux.loss_ce: 0.1582, aux.acc_seg: 85.1606, loss: 0.4203 2024-03-04 17:49:47,776 - mmseg - INFO - Iter [68200/160000] lr: 1.976e-05, eta: 16:04:32, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2359, decode.acc_seg: 89.9792, aux.loss_ce: 0.1486, aux.acc_seg: 85.7601, loss: 0.3845 2024-03-04 17:50:21,384 - mmseg - INFO - Iter [68250/160000] lr: 1.975e-05, eta: 16:04:03, time: 0.672, data_time: 0.063, memory: 7582, decode.loss_ce: 0.2425, decode.acc_seg: 90.1384, aux.loss_ce: 0.1467, aux.acc_seg: 85.9484, loss: 0.3893 2024-03-04 17:50:52,014 - mmseg - INFO - Iter [68300/160000] lr: 1.974e-05, eta: 16:03:31, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2479, decode.acc_seg: 90.1732, aux.loss_ce: 0.1475, aux.acc_seg: 86.2803, loss: 0.3954 2024-03-04 17:51:22,589 - mmseg - INFO - Iter [68350/160000] lr: 1.973e-05, eta: 16:02:58, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2389, decode.acc_seg: 90.1775, aux.loss_ce: 0.1397, aux.acc_seg: 86.5818, loss: 0.3786 2024-03-04 17:51:53,028 - mmseg - INFO - Iter [68400/160000] lr: 1.972e-05, eta: 16:02:25, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2338, decode.acc_seg: 90.2900, aux.loss_ce: 0.1435, aux.acc_seg: 85.8172, loss: 0.3773 2024-03-04 17:52:23,691 - mmseg - INFO - Iter [68450/160000] lr: 1.970e-05, eta: 16:01:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2388, decode.acc_seg: 90.0706, aux.loss_ce: 0.1494, aux.acc_seg: 85.5476, loss: 0.3882 2024-03-04 17:52:54,290 - mmseg - INFO - Iter [68500/160000] lr: 1.969e-05, eta: 16:01:19, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2525, decode.acc_seg: 89.8990, aux.loss_ce: 0.1511, aux.acc_seg: 85.6260, loss: 0.4037 2024-03-04 17:53:24,832 - mmseg - INFO - Iter [68550/160000] lr: 1.968e-05, eta: 16:00:47, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2211, decode.acc_seg: 90.7837, aux.loss_ce: 0.1380, aux.acc_seg: 86.3337, loss: 0.3590 2024-03-04 17:53:55,420 - mmseg - INFO - Iter [68600/160000] lr: 1.967e-05, eta: 16:00:14, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2399, decode.acc_seg: 89.8225, aux.loss_ce: 0.1433, aux.acc_seg: 86.1872, loss: 0.3832 2024-03-04 17:54:26,099 - mmseg - INFO - Iter [68650/160000] lr: 1.966e-05, eta: 15:59:41, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2271, decode.acc_seg: 90.4052, aux.loss_ce: 0.1348, aux.acc_seg: 86.7298, loss: 0.3619 2024-03-04 17:54:56,604 - mmseg - INFO - Iter [68700/160000] lr: 1.965e-05, eta: 15:59:08, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2317, decode.acc_seg: 90.4299, aux.loss_ce: 0.1414, aux.acc_seg: 86.1130, loss: 0.3730 2024-03-04 17:55:27,399 - mmseg - INFO - Iter [68750/160000] lr: 1.964e-05, eta: 15:58:36, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2317, decode.acc_seg: 90.4572, aux.loss_ce: 0.1408, aux.acc_seg: 86.4812, loss: 0.3725 2024-03-04 17:55:58,006 - mmseg - INFO - Iter [68800/160000] lr: 1.963e-05, eta: 15:58:03, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2501, decode.acc_seg: 89.6918, aux.loss_ce: 0.1515, aux.acc_seg: 85.6794, loss: 0.4016 2024-03-04 17:56:28,349 - mmseg - INFO - Iter [68850/160000] lr: 1.962e-05, eta: 15:57:30, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2400, decode.acc_seg: 90.0565, aux.loss_ce: 0.1447, aux.acc_seg: 85.9655, loss: 0.3847 2024-03-04 17:56:59,096 - mmseg - INFO - Iter [68900/160000] lr: 1.961e-05, eta: 15:56:58, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2430, decode.acc_seg: 90.2423, aux.loss_ce: 0.1447, aux.acc_seg: 86.2146, loss: 0.3877 2024-03-04 17:57:29,719 - mmseg - INFO - Iter [68950/160000] lr: 1.960e-05, eta: 15:56:25, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2518, decode.acc_seg: 89.7404, aux.loss_ce: 0.1550, aux.acc_seg: 85.3788, loss: 0.4067 2024-03-04 17:58:00,431 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 17:58:00,431 - mmseg - INFO - Iter [69000/160000] lr: 1.959e-05, eta: 15:55:52, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2411, decode.acc_seg: 90.0824, aux.loss_ce: 0.1463, aux.acc_seg: 86.0453, loss: 0.3873 2024-03-04 17:58:31,110 - mmseg - INFO - Iter [69050/160000] lr: 1.958e-05, eta: 15:55:20, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2393, decode.acc_seg: 90.1302, aux.loss_ce: 0.1444, aux.acc_seg: 85.8666, loss: 0.3837 2024-03-04 17:59:01,734 - mmseg - INFO - Iter [69100/160000] lr: 1.956e-05, eta: 15:54:47, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2316, decode.acc_seg: 90.3407, aux.loss_ce: 0.1389, aux.acc_seg: 86.6460, loss: 0.3705 2024-03-04 17:59:32,383 - mmseg - INFO - Iter [69150/160000] lr: 1.955e-05, eta: 15:54:14, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2360, decode.acc_seg: 90.0528, aux.loss_ce: 0.1415, aux.acc_seg: 86.1141, loss: 0.3775 2024-03-04 18:00:02,979 - mmseg - INFO - Iter [69200/160000] lr: 1.954e-05, eta: 15:53:42, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2242, decode.acc_seg: 90.7204, aux.loss_ce: 0.1387, aux.acc_seg: 86.3450, loss: 0.3629 2024-03-04 18:00:33,758 - mmseg - INFO - Iter [69250/160000] lr: 1.953e-05, eta: 15:53:09, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2188, decode.acc_seg: 90.8166, aux.loss_ce: 0.1321, aux.acc_seg: 86.9391, loss: 0.3509 2024-03-04 18:01:04,452 - mmseg - INFO - Iter [69300/160000] lr: 1.952e-05, eta: 15:52:37, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2269, decode.acc_seg: 90.5812, aux.loss_ce: 0.1387, aux.acc_seg: 86.5464, loss: 0.3657 2024-03-04 18:01:35,016 - mmseg - INFO - Iter [69350/160000] lr: 1.951e-05, eta: 15:52:04, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2208, decode.acc_seg: 90.7422, aux.loss_ce: 0.1353, aux.acc_seg: 86.6830, loss: 0.3562 2024-03-04 18:02:05,749 - mmseg - INFO - Iter [69400/160000] lr: 1.950e-05, eta: 15:51:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2387, decode.acc_seg: 90.2850, aux.loss_ce: 0.1471, aux.acc_seg: 85.9419, loss: 0.3858 2024-03-04 18:02:36,217 - mmseg - INFO - Iter [69450/160000] lr: 1.949e-05, eta: 15:50:58, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2304, decode.acc_seg: 90.4694, aux.loss_ce: 0.1367, aux.acc_seg: 86.8457, loss: 0.3671 2024-03-04 18:03:09,795 - mmseg - INFO - Iter [69500/160000] lr: 1.948e-05, eta: 15:50:30, time: 0.672, data_time: 0.058, memory: 7582, decode.loss_ce: 0.2323, decode.acc_seg: 90.1421, aux.loss_ce: 0.1402, aux.acc_seg: 86.1120, loss: 0.3726 2024-03-04 18:03:40,535 - mmseg - INFO - Iter [69550/160000] lr: 1.947e-05, eta: 15:49:57, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2136, decode.acc_seg: 91.0561, aux.loss_ce: 0.1387, aux.acc_seg: 86.6680, loss: 0.3524 2024-03-04 18:04:11,145 - mmseg - INFO - Iter [69600/160000] lr: 1.946e-05, eta: 15:49:24, time: 0.612, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2176, decode.acc_seg: 91.0909, aux.loss_ce: 0.1325, aux.acc_seg: 87.1783, loss: 0.3501 2024-03-04 18:04:41,728 - mmseg - INFO - Iter [69650/160000] lr: 1.945e-05, eta: 15:48:52, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2190, decode.acc_seg: 90.8463, aux.loss_ce: 0.1351, aux.acc_seg: 87.0267, loss: 0.3541 2024-03-04 18:05:12,373 - mmseg - INFO - Iter [69700/160000] lr: 1.944e-05, eta: 15:48:19, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2341, decode.acc_seg: 90.3575, aux.loss_ce: 0.1422, aux.acc_seg: 86.2021, loss: 0.3764 2024-03-04 18:05:42,960 - mmseg - INFO - Iter [69750/160000] lr: 1.943e-05, eta: 15:47:46, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2390, decode.acc_seg: 90.2295, aux.loss_ce: 0.1434, aux.acc_seg: 86.0446, loss: 0.3824 2024-03-04 18:06:13,863 - mmseg - INFO - Iter [69800/160000] lr: 1.941e-05, eta: 15:47:14, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2267, decode.acc_seg: 90.6443, aux.loss_ce: 0.1392, aux.acc_seg: 86.5396, loss: 0.3658 2024-03-04 18:06:44,555 - mmseg - INFO - Iter [69850/160000] lr: 1.940e-05, eta: 15:46:42, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2194, decode.acc_seg: 90.8645, aux.loss_ce: 0.1326, aux.acc_seg: 87.2127, loss: 0.3520 2024-03-04 18:07:15,375 - mmseg - INFO - Iter [69900/160000] lr: 1.939e-05, eta: 15:46:09, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2264, decode.acc_seg: 90.5223, aux.loss_ce: 0.1411, aux.acc_seg: 86.2607, loss: 0.3675 2024-03-04 18:07:46,142 - mmseg - INFO - Iter [69950/160000] lr: 1.938e-05, eta: 15:45:37, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2281, decode.acc_seg: 90.2907, aux.loss_ce: 0.1373, aux.acc_seg: 86.8560, loss: 0.3655 2024-03-04 18:08:16,889 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:08:16,890 - mmseg - INFO - Iter [70000/160000] lr: 1.937e-05, eta: 15:45:04, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2450, decode.acc_seg: 89.8238, aux.loss_ce: 0.1445, aux.acc_seg: 86.0300, loss: 0.3896 2024-03-04 18:08:47,628 - mmseg - INFO - Iter [70050/160000] lr: 1.936e-05, eta: 15:44:32, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2491, decode.acc_seg: 89.9433, aux.loss_ce: 0.1469, aux.acc_seg: 85.8743, loss: 0.3960 2024-03-04 18:09:18,311 - mmseg - INFO - Iter [70100/160000] lr: 1.935e-05, eta: 15:43:59, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2329, decode.acc_seg: 90.3994, aux.loss_ce: 0.1458, aux.acc_seg: 85.9183, loss: 0.3787 2024-03-04 18:09:49,170 - mmseg - INFO - Iter [70150/160000] lr: 1.934e-05, eta: 15:43:27, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2101, decode.acc_seg: 91.0727, aux.loss_ce: 0.1281, aux.acc_seg: 87.4061, loss: 0.3382 2024-03-04 18:10:19,843 - mmseg - INFO - Iter [70200/160000] lr: 1.933e-05, eta: 15:42:54, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2300, decode.acc_seg: 90.5991, aux.loss_ce: 0.1405, aux.acc_seg: 86.2890, loss: 0.3705 2024-03-04 18:10:50,660 - mmseg - INFO - Iter [70250/160000] lr: 1.932e-05, eta: 15:42:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2544, decode.acc_seg: 89.4748, aux.loss_ce: 0.1569, aux.acc_seg: 84.9503, loss: 0.4113 2024-03-04 18:11:21,322 - mmseg - INFO - Iter [70300/160000] lr: 1.931e-05, eta: 15:41:49, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2400, decode.acc_seg: 89.9162, aux.loss_ce: 0.1511, aux.acc_seg: 85.3200, loss: 0.3911 2024-03-04 18:11:51,973 - mmseg - INFO - Iter [70350/160000] lr: 1.930e-05, eta: 15:41:17, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2320, decode.acc_seg: 90.2271, aux.loss_ce: 0.1473, aux.acc_seg: 85.8803, loss: 0.3793 2024-03-04 18:12:22,559 - mmseg - INFO - Iter [70400/160000] lr: 1.929e-05, eta: 15:40:44, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2193, decode.acc_seg: 90.8896, aux.loss_ce: 0.1337, aux.acc_seg: 87.0113, loss: 0.3529 2024-03-04 18:12:53,453 - mmseg - INFO - Iter [70450/160000] lr: 1.927e-05, eta: 15:40:12, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2412, decode.acc_seg: 90.2335, aux.loss_ce: 0.1481, aux.acc_seg: 85.8660, loss: 0.3893 2024-03-04 18:13:24,062 - mmseg - INFO - Iter [70500/160000] lr: 1.926e-05, eta: 15:39:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2277, decode.acc_seg: 90.1488, aux.loss_ce: 0.1389, aux.acc_seg: 86.0760, loss: 0.3666 2024-03-04 18:13:55,018 - mmseg - INFO - Iter [70550/160000] lr: 1.925e-05, eta: 15:39:07, time: 0.619, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2327, decode.acc_seg: 90.5452, aux.loss_ce: 0.1405, aux.acc_seg: 86.4773, loss: 0.3732 2024-03-04 18:14:25,734 - mmseg - INFO - Iter [70600/160000] lr: 1.924e-05, eta: 15:38:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2341, decode.acc_seg: 90.2106, aux.loss_ce: 0.1365, aux.acc_seg: 86.7150, loss: 0.3706 2024-03-04 18:14:56,614 - mmseg - INFO - Iter [70650/160000] lr: 1.923e-05, eta: 15:38:02, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2222, decode.acc_seg: 90.5873, aux.loss_ce: 0.1408, aux.acc_seg: 85.9115, loss: 0.3629 2024-03-04 18:15:27,183 - mmseg - INFO - Iter [70700/160000] lr: 1.922e-05, eta: 15:37:30, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2211, decode.acc_seg: 90.6796, aux.loss_ce: 0.1345, aux.acc_seg: 86.6527, loss: 0.3556 2024-03-04 18:16:00,888 - mmseg - INFO - Iter [70750/160000] lr: 1.921e-05, eta: 15:37:01, time: 0.674, data_time: 0.069, memory: 7582, decode.loss_ce: 0.2279, decode.acc_seg: 90.4753, aux.loss_ce: 0.1349, aux.acc_seg: 86.8201, loss: 0.3628 2024-03-04 18:16:31,540 - mmseg - INFO - Iter [70800/160000] lr: 1.920e-05, eta: 15:36:28, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2166, decode.acc_seg: 91.0368, aux.loss_ce: 0.1316, aux.acc_seg: 87.2828, loss: 0.3482 2024-03-04 18:17:02,088 - mmseg - INFO - Iter [70850/160000] lr: 1.919e-05, eta: 15:35:56, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2253, decode.acc_seg: 90.6298, aux.loss_ce: 0.1382, aux.acc_seg: 86.6368, loss: 0.3635 2024-03-04 18:17:32,922 - mmseg - INFO - Iter [70900/160000] lr: 1.918e-05, eta: 15:35:23, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2310, decode.acc_seg: 90.4562, aux.loss_ce: 0.1414, aux.acc_seg: 86.3493, loss: 0.3723 2024-03-04 18:18:03,516 - mmseg - INFO - Iter [70950/160000] lr: 1.917e-05, eta: 15:34:51, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2323, decode.acc_seg: 90.3248, aux.loss_ce: 0.1410, aux.acc_seg: 86.2229, loss: 0.3733 2024-03-04 18:18:34,165 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:18:34,166 - mmseg - INFO - Iter [71000/160000] lr: 1.916e-05, eta: 15:34:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2159, decode.acc_seg: 90.9201, aux.loss_ce: 0.1319, aux.acc_seg: 87.1770, loss: 0.3479 2024-03-04 18:19:04,828 - mmseg - INFO - Iter [71050/160000] lr: 1.915e-05, eta: 15:33:46, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2270, decode.acc_seg: 90.5226, aux.loss_ce: 0.1361, aux.acc_seg: 86.7009, loss: 0.3631 2024-03-04 18:19:35,423 - mmseg - INFO - Iter [71100/160000] lr: 1.913e-05, eta: 15:33:13, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2341, decode.acc_seg: 90.5441, aux.loss_ce: 0.1411, aux.acc_seg: 86.6680, loss: 0.3752 2024-03-04 18:20:06,060 - mmseg - INFO - Iter [71150/160000] lr: 1.912e-05, eta: 15:32:40, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2212, decode.acc_seg: 90.6610, aux.loss_ce: 0.1363, aux.acc_seg: 86.4605, loss: 0.3575 2024-03-04 18:20:36,466 - mmseg - INFO - Iter [71200/160000] lr: 1.911e-05, eta: 15:32:08, time: 0.608, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2395, decode.acc_seg: 90.0958, aux.loss_ce: 0.1427, aux.acc_seg: 85.9899, loss: 0.3822 2024-03-04 18:21:07,309 - mmseg - INFO - Iter [71250/160000] lr: 1.910e-05, eta: 15:31:35, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2339, decode.acc_seg: 90.4011, aux.loss_ce: 0.1409, aux.acc_seg: 86.1958, loss: 0.3747 2024-03-04 18:21:38,072 - mmseg - INFO - Iter [71300/160000] lr: 1.909e-05, eta: 15:31:03, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2194, decode.acc_seg: 90.7788, aux.loss_ce: 0.1350, aux.acc_seg: 86.8890, loss: 0.3545 2024-03-04 18:22:08,662 - mmseg - INFO - Iter [71350/160000] lr: 1.908e-05, eta: 15:30:30, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2320, decode.acc_seg: 90.5648, aux.loss_ce: 0.1418, aux.acc_seg: 86.5697, loss: 0.3738 2024-03-04 18:22:39,125 - mmseg - INFO - Iter [71400/160000] lr: 1.907e-05, eta: 15:29:58, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2410, decode.acc_seg: 89.9255, aux.loss_ce: 0.1413, aux.acc_seg: 86.3075, loss: 0.3823 2024-03-04 18:23:09,680 - mmseg - INFO - Iter [71450/160000] lr: 1.906e-05, eta: 15:29:25, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2280, decode.acc_seg: 90.4105, aux.loss_ce: 0.1361, aux.acc_seg: 86.7322, loss: 0.3641 2024-03-04 18:23:40,243 - mmseg - INFO - Iter [71500/160000] lr: 1.905e-05, eta: 15:28:52, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2257, decode.acc_seg: 90.5508, aux.loss_ce: 0.1383, aux.acc_seg: 86.5935, loss: 0.3640 2024-03-04 18:24:11,119 - mmseg - INFO - Iter [71550/160000] lr: 1.904e-05, eta: 15:28:20, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2281, decode.acc_seg: 90.5000, aux.loss_ce: 0.1377, aux.acc_seg: 86.5438, loss: 0.3658 2024-03-04 18:24:41,779 - mmseg - INFO - Iter [71600/160000] lr: 1.903e-05, eta: 15:27:48, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2296, decode.acc_seg: 90.4974, aux.loss_ce: 0.1354, aux.acc_seg: 86.7124, loss: 0.3649 2024-03-04 18:25:12,545 - mmseg - INFO - Iter [71650/160000] lr: 1.902e-05, eta: 15:27:15, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2305, decode.acc_seg: 90.6084, aux.loss_ce: 0.1418, aux.acc_seg: 86.3067, loss: 0.3723 2024-03-04 18:25:43,389 - mmseg - INFO - Iter [71700/160000] lr: 1.901e-05, eta: 15:26:43, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2254, decode.acc_seg: 90.5374, aux.loss_ce: 0.1367, aux.acc_seg: 86.7965, loss: 0.3621 2024-03-04 18:26:14,218 - mmseg - INFO - Iter [71750/160000] lr: 1.899e-05, eta: 15:26:11, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2209, decode.acc_seg: 91.0185, aux.loss_ce: 0.1377, aux.acc_seg: 86.7038, loss: 0.3586 2024-03-04 18:26:44,914 - mmseg - INFO - Iter [71800/160000] lr: 1.898e-05, eta: 15:25:38, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2477, decode.acc_seg: 89.7293, aux.loss_ce: 0.1475, aux.acc_seg: 85.6322, loss: 0.3952 2024-03-04 18:27:15,603 - mmseg - INFO - Iter [71850/160000] lr: 1.897e-05, eta: 15:25:06, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2258, decode.acc_seg: 90.6702, aux.loss_ce: 0.1341, aux.acc_seg: 87.1021, loss: 0.3599 2024-03-04 18:27:46,150 - mmseg - INFO - Iter [71900/160000] lr: 1.896e-05, eta: 15:24:33, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2349, decode.acc_seg: 90.6079, aux.loss_ce: 0.1397, aux.acc_seg: 86.7765, loss: 0.3746 2024-03-04 18:28:16,800 - mmseg - INFO - Iter [71950/160000] lr: 1.895e-05, eta: 15:24:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2385, decode.acc_seg: 89.7448, aux.loss_ce: 0.1414, aux.acc_seg: 85.9800, loss: 0.3799 2024-03-04 18:28:50,388 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:28:50,388 - mmseg - INFO - Iter [72000/160000] lr: 1.894e-05, eta: 15:23:32, time: 0.672, data_time: 0.061, memory: 7582, decode.loss_ce: 0.2246, decode.acc_seg: 90.8376, aux.loss_ce: 0.1411, aux.acc_seg: 86.4970, loss: 0.3656 2024-03-04 18:29:21,106 - mmseg - INFO - Iter [72050/160000] lr: 1.893e-05, eta: 15:22:59, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2188, decode.acc_seg: 90.9668, aux.loss_ce: 0.1356, aux.acc_seg: 86.8799, loss: 0.3544 2024-03-04 18:29:51,805 - mmseg - INFO - Iter [72100/160000] lr: 1.892e-05, eta: 15:22:27, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2307, decode.acc_seg: 90.4814, aux.loss_ce: 0.1392, aux.acc_seg: 86.7099, loss: 0.3699 2024-03-04 18:30:22,454 - mmseg - INFO - Iter [72150/160000] lr: 1.891e-05, eta: 15:21:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2208, decode.acc_seg: 90.8622, aux.loss_ce: 0.1409, aux.acc_seg: 86.5297, loss: 0.3617 2024-03-04 18:30:53,026 - mmseg - INFO - Iter [72200/160000] lr: 1.890e-05, eta: 15:21:22, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2140, decode.acc_seg: 90.9106, aux.loss_ce: 0.1313, aux.acc_seg: 87.1060, loss: 0.3453 2024-03-04 18:31:23,752 - mmseg - INFO - Iter [72250/160000] lr: 1.889e-05, eta: 15:20:49, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2240, decode.acc_seg: 90.6109, aux.loss_ce: 0.1369, aux.acc_seg: 86.6681, loss: 0.3609 2024-03-04 18:31:54,234 - mmseg - INFO - Iter [72300/160000] lr: 1.888e-05, eta: 15:20:17, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2261, decode.acc_seg: 90.8294, aux.loss_ce: 0.1406, aux.acc_seg: 86.7717, loss: 0.3667 2024-03-04 18:32:24,923 - mmseg - INFO - Iter [72350/160000] lr: 1.887e-05, eta: 15:19:44, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2180, decode.acc_seg: 91.0012, aux.loss_ce: 0.1356, aux.acc_seg: 86.7118, loss: 0.3536 2024-03-04 18:32:55,580 - mmseg - INFO - Iter [72400/160000] lr: 1.885e-05, eta: 15:19:12, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2177, decode.acc_seg: 90.8266, aux.loss_ce: 0.1369, aux.acc_seg: 86.5022, loss: 0.3547 2024-03-04 18:33:26,360 - mmseg - INFO - Iter [72450/160000] lr: 1.884e-05, eta: 15:18:39, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2375, decode.acc_seg: 90.0276, aux.loss_ce: 0.1396, aux.acc_seg: 86.2892, loss: 0.3771 2024-03-04 18:33:57,193 - mmseg - INFO - Iter [72500/160000] lr: 1.883e-05, eta: 15:18:07, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2222, decode.acc_seg: 90.7090, aux.loss_ce: 0.1360, aux.acc_seg: 86.7105, loss: 0.3582 2024-03-04 18:34:27,992 - mmseg - INFO - Iter [72550/160000] lr: 1.882e-05, eta: 15:17:35, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2277, decode.acc_seg: 90.7673, aux.loss_ce: 0.1379, aux.acc_seg: 86.9651, loss: 0.3656 2024-03-04 18:34:58,766 - mmseg - INFO - Iter [72600/160000] lr: 1.881e-05, eta: 15:17:02, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2307, decode.acc_seg: 90.3495, aux.loss_ce: 0.1422, aux.acc_seg: 86.2807, loss: 0.3729 2024-03-04 18:35:29,398 - mmseg - INFO - Iter [72650/160000] lr: 1.880e-05, eta: 15:16:30, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2339, decode.acc_seg: 90.2749, aux.loss_ce: 0.1386, aux.acc_seg: 86.6877, loss: 0.3725 2024-03-04 18:35:59,955 - mmseg - INFO - Iter [72700/160000] lr: 1.879e-05, eta: 15:15:57, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2423, decode.acc_seg: 90.0963, aux.loss_ce: 0.1464, aux.acc_seg: 85.9776, loss: 0.3887 2024-03-04 18:36:30,609 - mmseg - INFO - Iter [72750/160000] lr: 1.878e-05, eta: 15:15:25, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2161, decode.acc_seg: 90.8200, aux.loss_ce: 0.1283, aux.acc_seg: 87.4569, loss: 0.3445 2024-03-04 18:37:01,520 - mmseg - INFO - Iter [72800/160000] lr: 1.877e-05, eta: 15:14:53, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2229, decode.acc_seg: 90.5742, aux.loss_ce: 0.1362, aux.acc_seg: 86.4314, loss: 0.3591 2024-03-04 18:37:32,284 - mmseg - INFO - Iter [72850/160000] lr: 1.876e-05, eta: 15:14:20, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2223, decode.acc_seg: 90.8762, aux.loss_ce: 0.1360, aux.acc_seg: 87.0371, loss: 0.3583 2024-03-04 18:38:03,022 - mmseg - INFO - Iter [72900/160000] lr: 1.875e-05, eta: 15:13:48, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2308, decode.acc_seg: 90.4591, aux.loss_ce: 0.1457, aux.acc_seg: 86.1165, loss: 0.3765 2024-03-04 18:38:33,744 - mmseg - INFO - Iter [72950/160000] lr: 1.874e-05, eta: 15:13:16, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2285, decode.acc_seg: 90.4186, aux.loss_ce: 0.1388, aux.acc_seg: 86.3927, loss: 0.3673 2024-03-04 18:39:04,459 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:39:04,460 - mmseg - INFO - Iter [73000/160000] lr: 1.873e-05, eta: 15:12:43, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2320, decode.acc_seg: 90.3681, aux.loss_ce: 0.1405, aux.acc_seg: 86.7329, loss: 0.3725 2024-03-04 18:39:35,177 - mmseg - INFO - Iter [73050/160000] lr: 1.871e-05, eta: 15:12:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2182, decode.acc_seg: 90.7130, aux.loss_ce: 0.1395, aux.acc_seg: 86.5157, loss: 0.3577 2024-03-04 18:40:06,111 - mmseg - INFO - Iter [73100/160000] lr: 1.870e-05, eta: 15:11:39, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2174, decode.acc_seg: 90.9195, aux.loss_ce: 0.1344, aux.acc_seg: 86.7658, loss: 0.3518 2024-03-04 18:40:36,944 - mmseg - INFO - Iter [73150/160000] lr: 1.869e-05, eta: 15:11:07, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2362, decode.acc_seg: 90.1019, aux.loss_ce: 0.1450, aux.acc_seg: 85.8494, loss: 0.3812 2024-03-04 18:41:07,613 - mmseg - INFO - Iter [73200/160000] lr: 1.868e-05, eta: 15:10:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2334, decode.acc_seg: 90.6152, aux.loss_ce: 0.1382, aux.acc_seg: 86.6654, loss: 0.3716 2024-03-04 18:41:38,297 - mmseg - INFO - Iter [73250/160000] lr: 1.867e-05, eta: 15:10:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2322, decode.acc_seg: 90.4557, aux.loss_ce: 0.1410, aux.acc_seg: 86.4740, loss: 0.3732 2024-03-04 18:42:11,886 - mmseg - INFO - Iter [73300/160000] lr: 1.866e-05, eta: 15:09:33, time: 0.672, data_time: 0.055, memory: 7582, decode.loss_ce: 0.2194, decode.acc_seg: 91.1131, aux.loss_ce: 0.1356, aux.acc_seg: 87.0989, loss: 0.3550 2024-03-04 18:42:42,454 - mmseg - INFO - Iter [73350/160000] lr: 1.865e-05, eta: 15:09:00, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2223, decode.acc_seg: 90.6906, aux.loss_ce: 0.1357, aux.acc_seg: 86.8790, loss: 0.3580 2024-03-04 18:43:12,953 - mmseg - INFO - Iter [73400/160000] lr: 1.864e-05, eta: 15:08:28, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2298, decode.acc_seg: 90.7278, aux.loss_ce: 0.1384, aux.acc_seg: 86.8568, loss: 0.3681 2024-03-04 18:43:43,681 - mmseg - INFO - Iter [73450/160000] lr: 1.863e-05, eta: 15:07:55, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2402, decode.acc_seg: 90.1104, aux.loss_ce: 0.1411, aux.acc_seg: 86.3074, loss: 0.3813 2024-03-04 18:44:14,364 - mmseg - INFO - Iter [73500/160000] lr: 1.862e-05, eta: 15:07:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2200, decode.acc_seg: 90.7024, aux.loss_ce: 0.1371, aux.acc_seg: 86.5106, loss: 0.3571 2024-03-04 18:44:45,178 - mmseg - INFO - Iter [73550/160000] lr: 1.861e-05, eta: 15:06:51, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2220, decode.acc_seg: 90.8038, aux.loss_ce: 0.1425, aux.acc_seg: 85.9317, loss: 0.3645 2024-03-04 18:45:15,785 - mmseg - INFO - Iter [73600/160000] lr: 1.860e-05, eta: 15:06:18, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2167, decode.acc_seg: 91.0340, aux.loss_ce: 0.1362, aux.acc_seg: 87.0474, loss: 0.3529 2024-03-04 18:45:46,338 - mmseg - INFO - Iter [73650/160000] lr: 1.859e-05, eta: 15:05:46, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2211, decode.acc_seg: 90.7667, aux.loss_ce: 0.1376, aux.acc_seg: 86.6721, loss: 0.3586 2024-03-04 18:46:17,063 - mmseg - INFO - Iter [73700/160000] lr: 1.857e-05, eta: 15:05:13, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2201, decode.acc_seg: 91.0310, aux.loss_ce: 0.1366, aux.acc_seg: 87.0707, loss: 0.3567 2024-03-04 18:46:47,779 - mmseg - INFO - Iter [73750/160000] lr: 1.856e-05, eta: 15:04:41, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2305, decode.acc_seg: 90.7193, aux.loss_ce: 0.1360, aux.acc_seg: 86.9018, loss: 0.3665 2024-03-04 18:47:18,356 - mmseg - INFO - Iter [73800/160000] lr: 1.855e-05, eta: 15:04:08, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2317, decode.acc_seg: 90.5243, aux.loss_ce: 0.1446, aux.acc_seg: 86.1761, loss: 0.3763 2024-03-04 18:47:49,112 - mmseg - INFO - Iter [73850/160000] lr: 1.854e-05, eta: 15:03:36, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2179, decode.acc_seg: 90.8274, aux.loss_ce: 0.1292, aux.acc_seg: 87.1207, loss: 0.3471 2024-03-04 18:48:19,768 - mmseg - INFO - Iter [73900/160000] lr: 1.853e-05, eta: 15:03:04, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2240, decode.acc_seg: 90.8270, aux.loss_ce: 0.1377, aux.acc_seg: 86.6755, loss: 0.3617 2024-03-04 18:48:50,391 - mmseg - INFO - Iter [73950/160000] lr: 1.852e-05, eta: 15:02:31, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2388, decode.acc_seg: 90.0224, aux.loss_ce: 0.1456, aux.acc_seg: 86.0832, loss: 0.3844 2024-03-04 18:49:21,052 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:49:21,052 - mmseg - INFO - Iter [74000/160000] lr: 1.851e-05, eta: 15:01:59, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2171, decode.acc_seg: 91.0886, aux.loss_ce: 0.1320, aux.acc_seg: 87.4088, loss: 0.3491 2024-03-04 18:49:51,885 - mmseg - INFO - Iter [74050/160000] lr: 1.850e-05, eta: 15:01:27, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2256, decode.acc_seg: 90.6718, aux.loss_ce: 0.1354, aux.acc_seg: 86.6492, loss: 0.3610 2024-03-04 18:50:22,629 - mmseg - INFO - Iter [74100/160000] lr: 1.849e-05, eta: 15:00:54, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2222, decode.acc_seg: 90.8323, aux.loss_ce: 0.1371, aux.acc_seg: 86.5933, loss: 0.3594 2024-03-04 18:50:53,416 - mmseg - INFO - Iter [74150/160000] lr: 1.848e-05, eta: 15:00:22, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2219, decode.acc_seg: 90.7518, aux.loss_ce: 0.1343, aux.acc_seg: 86.8355, loss: 0.3562 2024-03-04 18:51:24,030 - mmseg - INFO - Iter [74200/160000] lr: 1.847e-05, eta: 14:59:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2177, decode.acc_seg: 90.8440, aux.loss_ce: 0.1360, aux.acc_seg: 86.7759, loss: 0.3537 2024-03-04 18:51:54,412 - mmseg - INFO - Iter [74250/160000] lr: 1.846e-05, eta: 14:59:17, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2170, decode.acc_seg: 90.9751, aux.loss_ce: 0.1334, aux.acc_seg: 87.1041, loss: 0.3504 2024-03-04 18:52:25,026 - mmseg - INFO - Iter [74300/160000] lr: 1.845e-05, eta: 14:58:45, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2276, decode.acc_seg: 90.4979, aux.loss_ce: 0.1374, aux.acc_seg: 86.7257, loss: 0.3650 2024-03-04 18:52:55,779 - mmseg - INFO - Iter [74350/160000] lr: 1.843e-05, eta: 14:58:12, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2299, decode.acc_seg: 90.5423, aux.loss_ce: 0.1397, aux.acc_seg: 86.8092, loss: 0.3696 2024-03-04 18:53:26,640 - mmseg - INFO - Iter [74400/160000] lr: 1.842e-05, eta: 14:57:40, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2186, decode.acc_seg: 90.9121, aux.loss_ce: 0.1334, aux.acc_seg: 86.9546, loss: 0.3519 2024-03-04 18:53:57,454 - mmseg - INFO - Iter [74450/160000] lr: 1.841e-05, eta: 14:57:08, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2206, decode.acc_seg: 90.7113, aux.loss_ce: 0.1336, aux.acc_seg: 87.0071, loss: 0.3542 2024-03-04 18:54:28,105 - mmseg - INFO - Iter [74500/160000] lr: 1.840e-05, eta: 14:56:36, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2141, decode.acc_seg: 91.0183, aux.loss_ce: 0.1342, aux.acc_seg: 86.7961, loss: 0.3484 2024-03-04 18:55:01,686 - mmseg - INFO - Iter [74550/160000] lr: 1.839e-05, eta: 14:56:06, time: 0.672, data_time: 0.064, memory: 7582, decode.loss_ce: 0.2122, decode.acc_seg: 91.2402, aux.loss_ce: 0.1329, aux.acc_seg: 87.3677, loss: 0.3451 2024-03-04 18:55:32,403 - mmseg - INFO - Iter [74600/160000] lr: 1.838e-05, eta: 14:55:34, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2048, decode.acc_seg: 91.2232, aux.loss_ce: 0.1250, aux.acc_seg: 87.5188, loss: 0.3297 2024-03-04 18:56:03,318 - mmseg - INFO - Iter [74650/160000] lr: 1.837e-05, eta: 14:55:02, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2158, decode.acc_seg: 90.8052, aux.loss_ce: 0.1333, aux.acc_seg: 86.9330, loss: 0.3491 2024-03-04 18:56:33,971 - mmseg - INFO - Iter [74700/160000] lr: 1.836e-05, eta: 14:54:30, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2114, decode.acc_seg: 91.3450, aux.loss_ce: 0.1322, aux.acc_seg: 87.1316, loss: 0.3436 2024-03-04 18:57:04,731 - mmseg - INFO - Iter [74750/160000] lr: 1.835e-05, eta: 14:53:57, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2190, decode.acc_seg: 90.6772, aux.loss_ce: 0.1316, aux.acc_seg: 86.8333, loss: 0.3506 2024-03-04 18:57:35,469 - mmseg - INFO - Iter [74800/160000] lr: 1.834e-05, eta: 14:53:25, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2245, decode.acc_seg: 90.8377, aux.loss_ce: 0.1331, aux.acc_seg: 87.1471, loss: 0.3576 2024-03-04 18:58:06,231 - mmseg - INFO - Iter [74850/160000] lr: 1.833e-05, eta: 14:52:53, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2144, decode.acc_seg: 91.0715, aux.loss_ce: 0.1336, aux.acc_seg: 87.1870, loss: 0.3480 2024-03-04 18:58:36,780 - mmseg - INFO - Iter [74900/160000] lr: 1.832e-05, eta: 14:52:20, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2232, decode.acc_seg: 90.7655, aux.loss_ce: 0.1375, aux.acc_seg: 86.9413, loss: 0.3606 2024-03-04 18:59:07,677 - mmseg - INFO - Iter [74950/160000] lr: 1.831e-05, eta: 14:51:48, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2124, decode.acc_seg: 91.1501, aux.loss_ce: 0.1263, aux.acc_seg: 87.7831, loss: 0.3388 2024-03-04 18:59:38,570 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 18:59:38,571 - mmseg - INFO - Iter [75000/160000] lr: 1.830e-05, eta: 14:51:16, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2254, decode.acc_seg: 90.6646, aux.loss_ce: 0.1384, aux.acc_seg: 86.5913, loss: 0.3638 2024-03-04 19:00:09,067 - mmseg - INFO - Iter [75050/160000] lr: 1.828e-05, eta: 14:50:44, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2171, decode.acc_seg: 91.0798, aux.loss_ce: 0.1335, aux.acc_seg: 87.1957, loss: 0.3505 2024-03-04 19:00:39,672 - mmseg - INFO - Iter [75100/160000] lr: 1.827e-05, eta: 14:50:11, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2216, decode.acc_seg: 90.8678, aux.loss_ce: 0.1346, aux.acc_seg: 87.1710, loss: 0.3561 2024-03-04 19:01:10,272 - mmseg - INFO - Iter [75150/160000] lr: 1.826e-05, eta: 14:49:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2344, decode.acc_seg: 90.2086, aux.loss_ce: 0.1427, aux.acc_seg: 86.3403, loss: 0.3771 2024-03-04 19:01:40,902 - mmseg - INFO - Iter [75200/160000] lr: 1.825e-05, eta: 14:49:06, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2129, decode.acc_seg: 91.1920, aux.loss_ce: 0.1305, aux.acc_seg: 87.3459, loss: 0.3434 2024-03-04 19:02:11,727 - mmseg - INFO - Iter [75250/160000] lr: 1.824e-05, eta: 14:48:34, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2240, decode.acc_seg: 90.6435, aux.loss_ce: 0.1379, aux.acc_seg: 86.5201, loss: 0.3619 2024-03-04 19:02:42,422 - mmseg - INFO - Iter [75300/160000] lr: 1.823e-05, eta: 14:48:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2214, decode.acc_seg: 90.8841, aux.loss_ce: 0.1367, aux.acc_seg: 86.9298, loss: 0.3581 2024-03-04 19:03:13,336 - mmseg - INFO - Iter [75350/160000] lr: 1.822e-05, eta: 14:47:30, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2383, decode.acc_seg: 90.3047, aux.loss_ce: 0.1447, aux.acc_seg: 86.2210, loss: 0.3830 2024-03-04 19:03:43,941 - mmseg - INFO - Iter [75400/160000] lr: 1.821e-05, eta: 14:46:58, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2135, decode.acc_seg: 91.0270, aux.loss_ce: 0.1357, aux.acc_seg: 86.6800, loss: 0.3492 2024-03-04 19:04:14,791 - mmseg - INFO - Iter [75450/160000] lr: 1.820e-05, eta: 14:46:25, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2135, decode.acc_seg: 91.1886, aux.loss_ce: 0.1318, aux.acc_seg: 87.2694, loss: 0.3453 2024-03-04 19:04:45,669 - mmseg - INFO - Iter [75500/160000] lr: 1.819e-05, eta: 14:45:53, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2176, decode.acc_seg: 90.8746, aux.loss_ce: 0.1349, aux.acc_seg: 86.9919, loss: 0.3524 2024-03-04 19:05:16,734 - mmseg - INFO - Iter [75550/160000] lr: 1.818e-05, eta: 14:45:21, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2200, decode.acc_seg: 90.8144, aux.loss_ce: 0.1366, aux.acc_seg: 86.8155, loss: 0.3566 2024-03-04 19:05:47,331 - mmseg - INFO - Iter [75600/160000] lr: 1.817e-05, eta: 14:44:49, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2172, decode.acc_seg: 91.0880, aux.loss_ce: 0.1346, aux.acc_seg: 86.8430, loss: 0.3518 2024-03-04 19:06:18,297 - mmseg - INFO - Iter [75650/160000] lr: 1.816e-05, eta: 14:44:17, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2208, decode.acc_seg: 90.9512, aux.loss_ce: 0.1346, aux.acc_seg: 87.0875, loss: 0.3555 2024-03-04 19:06:49,088 - mmseg - INFO - Iter [75700/160000] lr: 1.814e-05, eta: 14:43:45, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2132, decode.acc_seg: 90.9705, aux.loss_ce: 0.1325, aux.acc_seg: 87.0430, loss: 0.3456 2024-03-04 19:07:19,688 - mmseg - INFO - Iter [75750/160000] lr: 1.813e-05, eta: 14:43:12, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2308, decode.acc_seg: 90.3075, aux.loss_ce: 0.1380, aux.acc_seg: 86.6417, loss: 0.3688 2024-03-04 19:07:53,110 - mmseg - INFO - Iter [75800/160000] lr: 1.812e-05, eta: 14:42:43, time: 0.668, data_time: 0.054, memory: 7582, decode.loss_ce: 0.2119, decode.acc_seg: 91.0802, aux.loss_ce: 0.1306, aux.acc_seg: 87.1771, loss: 0.3424 2024-03-04 19:08:24,041 - mmseg - INFO - Iter [75850/160000] lr: 1.811e-05, eta: 14:42:11, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2119, decode.acc_seg: 91.2166, aux.loss_ce: 0.1262, aux.acc_seg: 87.9060, loss: 0.3381 2024-03-04 19:08:54,806 - mmseg - INFO - Iter [75900/160000] lr: 1.810e-05, eta: 14:41:39, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2176, decode.acc_seg: 91.1610, aux.loss_ce: 0.1322, aux.acc_seg: 87.4461, loss: 0.3498 2024-03-04 19:09:25,402 - mmseg - INFO - Iter [75950/160000] lr: 1.809e-05, eta: 14:41:07, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2049, decode.acc_seg: 91.4998, aux.loss_ce: 0.1263, aux.acc_seg: 87.7485, loss: 0.3312 2024-03-04 19:09:56,181 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:09:56,181 - mmseg - INFO - Iter [76000/160000] lr: 1.808e-05, eta: 14:40:34, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2105, decode.acc_seg: 91.0590, aux.loss_ce: 0.1280, aux.acc_seg: 87.0663, loss: 0.3385 2024-03-04 19:10:26,850 - mmseg - INFO - Iter [76050/160000] lr: 1.807e-05, eta: 14:40:02, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1969, decode.acc_seg: 91.3475, aux.loss_ce: 0.1199, aux.acc_seg: 87.8676, loss: 0.3168 2024-03-04 19:10:57,629 - mmseg - INFO - Iter [76100/160000] lr: 1.806e-05, eta: 14:39:30, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2131, decode.acc_seg: 91.0465, aux.loss_ce: 0.1342, aux.acc_seg: 86.9817, loss: 0.3473 2024-03-04 19:11:28,553 - mmseg - INFO - Iter [76150/160000] lr: 1.805e-05, eta: 14:38:58, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2421, decode.acc_seg: 90.3050, aux.loss_ce: 0.1428, aux.acc_seg: 86.5507, loss: 0.3849 2024-03-04 19:11:59,267 - mmseg - INFO - Iter [76200/160000] lr: 1.804e-05, eta: 14:38:26, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2078, decode.acc_seg: 91.3164, aux.loss_ce: 0.1304, aux.acc_seg: 87.1694, loss: 0.3383 2024-03-04 19:12:29,901 - mmseg - INFO - Iter [76250/160000] lr: 1.803e-05, eta: 14:37:53, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2130, decode.acc_seg: 91.2147, aux.loss_ce: 0.1294, aux.acc_seg: 87.4700, loss: 0.3424 2024-03-04 19:13:00,627 - mmseg - INFO - Iter [76300/160000] lr: 1.802e-05, eta: 14:37:21, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2140, decode.acc_seg: 91.0794, aux.loss_ce: 0.1318, aux.acc_seg: 87.2301, loss: 0.3459 2024-03-04 19:13:31,317 - mmseg - INFO - Iter [76350/160000] lr: 1.800e-05, eta: 14:36:49, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2024, decode.acc_seg: 91.4451, aux.loss_ce: 0.1259, aux.acc_seg: 87.7102, loss: 0.3283 2024-03-04 19:14:02,011 - mmseg - INFO - Iter [76400/160000] lr: 1.799e-05, eta: 14:36:16, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2035, decode.acc_seg: 91.5456, aux.loss_ce: 0.1256, aux.acc_seg: 87.6670, loss: 0.3291 2024-03-04 19:14:32,846 - mmseg - INFO - Iter [76450/160000] lr: 1.798e-05, eta: 14:35:44, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2122, decode.acc_seg: 91.2267, aux.loss_ce: 0.1327, aux.acc_seg: 87.1001, loss: 0.3449 2024-03-04 19:15:03,458 - mmseg - INFO - Iter [76500/160000] lr: 1.797e-05, eta: 14:35:12, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2246, decode.acc_seg: 90.5831, aux.loss_ce: 0.1389, aux.acc_seg: 86.7241, loss: 0.3635 2024-03-04 19:15:34,349 - mmseg - INFO - Iter [76550/160000] lr: 1.796e-05, eta: 14:34:40, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2176, decode.acc_seg: 91.0472, aux.loss_ce: 0.1363, aux.acc_seg: 86.8871, loss: 0.3539 2024-03-04 19:16:05,032 - mmseg - INFO - Iter [76600/160000] lr: 1.795e-05, eta: 14:34:08, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2418, decode.acc_seg: 90.4357, aux.loss_ce: 0.1445, aux.acc_seg: 86.3169, loss: 0.3863 2024-03-04 19:16:35,850 - mmseg - INFO - Iter [76650/160000] lr: 1.794e-05, eta: 14:33:36, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2218, decode.acc_seg: 90.5671, aux.loss_ce: 0.1328, aux.acc_seg: 86.8674, loss: 0.3545 2024-03-04 19:17:06,633 - mmseg - INFO - Iter [76700/160000] lr: 1.793e-05, eta: 14:33:03, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2233, decode.acc_seg: 90.6181, aux.loss_ce: 0.1346, aux.acc_seg: 86.8405, loss: 0.3579 2024-03-04 19:17:37,545 - mmseg - INFO - Iter [76750/160000] lr: 1.792e-05, eta: 14:32:31, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2227, decode.acc_seg: 90.7701, aux.loss_ce: 0.1333, aux.acc_seg: 87.0721, loss: 0.3560 2024-03-04 19:18:08,369 - mmseg - INFO - Iter [76800/160000] lr: 1.791e-05, eta: 14:31:59, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2169, decode.acc_seg: 90.8511, aux.loss_ce: 0.1388, aux.acc_seg: 86.2317, loss: 0.3557 2024-03-04 19:18:39,231 - mmseg - INFO - Iter [76850/160000] lr: 1.790e-05, eta: 14:31:27, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2174, decode.acc_seg: 90.8591, aux.loss_ce: 0.1348, aux.acc_seg: 86.6099, loss: 0.3522 2024-03-04 19:19:09,882 - mmseg - INFO - Iter [76900/160000] lr: 1.789e-05, eta: 14:30:55, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2271, decode.acc_seg: 90.3675, aux.loss_ce: 0.1374, aux.acc_seg: 86.6415, loss: 0.3646 2024-03-04 19:19:40,376 - mmseg - INFO - Iter [76950/160000] lr: 1.788e-05, eta: 14:30:22, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2320, decode.acc_seg: 90.2689, aux.loss_ce: 0.1434, aux.acc_seg: 85.8729, loss: 0.3754 2024-03-04 19:20:10,900 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:20:10,900 - mmseg - INFO - Iter [77000/160000] lr: 1.786e-05, eta: 14:29:50, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2302, decode.acc_seg: 90.5227, aux.loss_ce: 0.1384, aux.acc_seg: 86.7378, loss: 0.3685 2024-03-04 19:20:44,591 - mmseg - INFO - Iter [77050/160000] lr: 1.785e-05, eta: 14:29:21, time: 0.674, data_time: 0.061, memory: 7582, decode.loss_ce: 0.2129, decode.acc_seg: 91.1617, aux.loss_ce: 0.1282, aux.acc_seg: 87.5656, loss: 0.3411 2024-03-04 19:21:15,288 - mmseg - INFO - Iter [77100/160000] lr: 1.784e-05, eta: 14:28:49, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2124, decode.acc_seg: 91.0227, aux.loss_ce: 0.1316, aux.acc_seg: 87.0756, loss: 0.3440 2024-03-04 19:21:46,082 - mmseg - INFO - Iter [77150/160000] lr: 1.783e-05, eta: 14:28:17, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2279, decode.acc_seg: 90.5268, aux.loss_ce: 0.1385, aux.acc_seg: 86.5099, loss: 0.3664 2024-03-04 19:22:16,815 - mmseg - INFO - Iter [77200/160000] lr: 1.782e-05, eta: 14:27:44, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2170, decode.acc_seg: 91.0027, aux.loss_ce: 0.1321, aux.acc_seg: 87.3058, loss: 0.3491 2024-03-04 19:22:47,713 - mmseg - INFO - Iter [77250/160000] lr: 1.781e-05, eta: 14:27:12, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2216, decode.acc_seg: 90.7024, aux.loss_ce: 0.1364, aux.acc_seg: 86.9343, loss: 0.3580 2024-03-04 19:23:18,345 - mmseg - INFO - Iter [77300/160000] lr: 1.780e-05, eta: 14:26:40, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2052, decode.acc_seg: 91.3185, aux.loss_ce: 0.1270, aux.acc_seg: 87.4014, loss: 0.3322 2024-03-04 19:23:49,061 - mmseg - INFO - Iter [77350/160000] lr: 1.779e-05, eta: 14:26:08, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2039, decode.acc_seg: 91.5194, aux.loss_ce: 0.1253, aux.acc_seg: 88.0721, loss: 0.3292 2024-03-04 19:24:19,811 - mmseg - INFO - Iter [77400/160000] lr: 1.778e-05, eta: 14:25:36, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2185, decode.acc_seg: 90.9489, aux.loss_ce: 0.1324, aux.acc_seg: 87.1869, loss: 0.3509 2024-03-04 19:24:50,661 - mmseg - INFO - Iter [77450/160000] lr: 1.777e-05, eta: 14:25:04, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2186, decode.acc_seg: 90.8010, aux.loss_ce: 0.1354, aux.acc_seg: 86.8729, loss: 0.3540 2024-03-04 19:25:21,241 - mmseg - INFO - Iter [77500/160000] lr: 1.776e-05, eta: 14:24:31, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2230, decode.acc_seg: 91.0679, aux.loss_ce: 0.1378, aux.acc_seg: 87.0113, loss: 0.3609 2024-03-04 19:25:51,912 - mmseg - INFO - Iter [77550/160000] lr: 1.775e-05, eta: 14:23:59, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2200, decode.acc_seg: 91.1916, aux.loss_ce: 0.1310, aux.acc_seg: 87.4092, loss: 0.3510 2024-03-04 19:26:22,814 - mmseg - INFO - Iter [77600/160000] lr: 1.774e-05, eta: 14:23:27, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2262, decode.acc_seg: 90.8188, aux.loss_ce: 0.1357, aux.acc_seg: 87.3132, loss: 0.3619 2024-03-04 19:26:53,573 - mmseg - INFO - Iter [77650/160000] lr: 1.772e-05, eta: 14:22:55, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2053, decode.acc_seg: 91.4520, aux.loss_ce: 0.1269, aux.acc_seg: 87.5258, loss: 0.3322 2024-03-04 19:27:24,292 - mmseg - INFO - Iter [77700/160000] lr: 1.771e-05, eta: 14:22:23, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2106, decode.acc_seg: 91.4024, aux.loss_ce: 0.1295, aux.acc_seg: 87.5096, loss: 0.3401 2024-03-04 19:27:55,111 - mmseg - INFO - Iter [77750/160000] lr: 1.770e-05, eta: 14:21:51, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2148, decode.acc_seg: 91.1490, aux.loss_ce: 0.1292, aux.acc_seg: 87.5125, loss: 0.3440 2024-03-04 19:28:25,999 - mmseg - INFO - Iter [77800/160000] lr: 1.769e-05, eta: 14:21:19, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2084, decode.acc_seg: 91.1914, aux.loss_ce: 0.1255, aux.acc_seg: 87.4761, loss: 0.3340 2024-03-04 19:28:56,656 - mmseg - INFO - Iter [77850/160000] lr: 1.768e-05, eta: 14:20:46, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2357, decode.acc_seg: 90.5568, aux.loss_ce: 0.1339, aux.acc_seg: 86.9698, loss: 0.3696 2024-03-04 19:29:27,428 - mmseg - INFO - Iter [77900/160000] lr: 1.767e-05, eta: 14:20:14, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2079, decode.acc_seg: 91.3598, aux.loss_ce: 0.1285, aux.acc_seg: 87.7888, loss: 0.3364 2024-03-04 19:29:58,397 - mmseg - INFO - Iter [77950/160000] lr: 1.766e-05, eta: 14:19:42, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2195, decode.acc_seg: 90.8476, aux.loss_ce: 0.1351, aux.acc_seg: 86.8304, loss: 0.3546 2024-03-04 19:30:29,131 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:30:29,132 - mmseg - INFO - Iter [78000/160000] lr: 1.765e-05, eta: 14:19:10, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2245, decode.acc_seg: 90.7605, aux.loss_ce: 0.1328, aux.acc_seg: 87.4341, loss: 0.3573 2024-03-04 19:30:59,815 - mmseg - INFO - Iter [78050/160000] lr: 1.764e-05, eta: 14:18:38, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2329, decode.acc_seg: 90.3560, aux.loss_ce: 0.1401, aux.acc_seg: 86.2969, loss: 0.3729 2024-03-04 19:31:30,462 - mmseg - INFO - Iter [78100/160000] lr: 1.763e-05, eta: 14:18:06, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2155, decode.acc_seg: 90.9864, aux.loss_ce: 0.1294, aux.acc_seg: 87.3378, loss: 0.3449 2024-03-04 19:32:01,185 - mmseg - INFO - Iter [78150/160000] lr: 1.762e-05, eta: 14:17:33, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2376, decode.acc_seg: 90.2856, aux.loss_ce: 0.1437, aux.acc_seg: 86.3369, loss: 0.3813 2024-03-04 19:32:31,855 - mmseg - INFO - Iter [78200/160000] lr: 1.761e-05, eta: 14:17:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2183, decode.acc_seg: 90.8465, aux.loss_ce: 0.1337, aux.acc_seg: 87.1516, loss: 0.3519 2024-03-04 19:33:02,396 - mmseg - INFO - Iter [78250/160000] lr: 1.760e-05, eta: 14:16:29, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2174, decode.acc_seg: 91.0085, aux.loss_ce: 0.1327, aux.acc_seg: 86.9290, loss: 0.3501 2024-03-04 19:33:33,226 - mmseg - INFO - Iter [78300/160000] lr: 1.758e-05, eta: 14:15:57, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2091, decode.acc_seg: 91.2805, aux.loss_ce: 0.1266, aux.acc_seg: 87.5887, loss: 0.3357 2024-03-04 19:34:07,107 - mmseg - INFO - Iter [78350/160000] lr: 1.757e-05, eta: 14:15:28, time: 0.678, data_time: 0.055, memory: 7582, decode.loss_ce: 0.2015, decode.acc_seg: 91.5325, aux.loss_ce: 0.1266, aux.acc_seg: 87.5249, loss: 0.3281 2024-03-04 19:34:38,048 - mmseg - INFO - Iter [78400/160000] lr: 1.756e-05, eta: 14:14:56, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2009, decode.acc_seg: 91.3036, aux.loss_ce: 0.1236, aux.acc_seg: 87.6558, loss: 0.3246 2024-03-04 19:35:08,707 - mmseg - INFO - Iter [78450/160000] lr: 1.755e-05, eta: 14:14:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2268, decode.acc_seg: 90.7821, aux.loss_ce: 0.1358, aux.acc_seg: 87.0381, loss: 0.3626 2024-03-04 19:35:39,438 - mmseg - INFO - Iter [78500/160000] lr: 1.754e-05, eta: 14:13:52, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2193, decode.acc_seg: 90.9359, aux.loss_ce: 0.1348, aux.acc_seg: 87.0539, loss: 0.3541 2024-03-04 19:36:10,016 - mmseg - INFO - Iter [78550/160000] lr: 1.753e-05, eta: 14:13:19, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2065, decode.acc_seg: 91.2422, aux.loss_ce: 0.1262, aux.acc_seg: 87.5887, loss: 0.3327 2024-03-04 19:36:40,885 - mmseg - INFO - Iter [78600/160000] lr: 1.752e-05, eta: 14:12:47, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1969, decode.acc_seg: 91.6978, aux.loss_ce: 0.1216, aux.acc_seg: 88.1325, loss: 0.3185 2024-03-04 19:37:11,824 - mmseg - INFO - Iter [78650/160000] lr: 1.751e-05, eta: 14:12:15, time: 0.619, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2205, decode.acc_seg: 90.7342, aux.loss_ce: 0.1327, aux.acc_seg: 86.8789, loss: 0.3532 2024-03-04 19:37:42,490 - mmseg - INFO - Iter [78700/160000] lr: 1.750e-05, eta: 14:11:43, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2191, decode.acc_seg: 90.8410, aux.loss_ce: 0.1325, aux.acc_seg: 87.0337, loss: 0.3515 2024-03-04 19:38:13,133 - mmseg - INFO - Iter [78750/160000] lr: 1.749e-05, eta: 14:11:11, time: 0.613, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2143, decode.acc_seg: 91.2693, aux.loss_ce: 0.1355, aux.acc_seg: 87.0779, loss: 0.3499 2024-03-04 19:38:43,704 - mmseg - INFO - Iter [78800/160000] lr: 1.748e-05, eta: 14:10:38, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2168, decode.acc_seg: 90.9560, aux.loss_ce: 0.1367, aux.acc_seg: 86.5926, loss: 0.3535 2024-03-04 19:39:14,465 - mmseg - INFO - Iter [78850/160000] lr: 1.747e-05, eta: 14:10:06, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2213, decode.acc_seg: 90.7669, aux.loss_ce: 0.1380, aux.acc_seg: 86.4204, loss: 0.3593 2024-03-04 19:39:45,206 - mmseg - INFO - Iter [78900/160000] lr: 1.746e-05, eta: 14:09:34, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2256, decode.acc_seg: 90.5237, aux.loss_ce: 0.1358, aux.acc_seg: 86.7503, loss: 0.3614 2024-03-04 19:40:16,024 - mmseg - INFO - Iter [78950/160000] lr: 1.744e-05, eta: 14:09:02, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2158, decode.acc_seg: 91.0858, aux.loss_ce: 0.1366, aux.acc_seg: 86.8281, loss: 0.3524 2024-03-04 19:40:46,521 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:40:46,521 - mmseg - INFO - Iter [79000/160000] lr: 1.743e-05, eta: 14:08:30, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2162, decode.acc_seg: 90.8247, aux.loss_ce: 0.1286, aux.acc_seg: 87.3611, loss: 0.3448 2024-03-04 19:41:17,104 - mmseg - INFO - Iter [79050/160000] lr: 1.742e-05, eta: 14:07:58, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2121, decode.acc_seg: 91.1922, aux.loss_ce: 0.1282, aux.acc_seg: 87.5031, loss: 0.3402 2024-03-04 19:41:47,855 - mmseg - INFO - Iter [79100/160000] lr: 1.741e-05, eta: 14:07:25, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2162, decode.acc_seg: 90.8878, aux.loss_ce: 0.1337, aux.acc_seg: 87.0283, loss: 0.3500 2024-03-04 19:42:18,680 - mmseg - INFO - Iter [79150/160000] lr: 1.740e-05, eta: 14:06:53, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2138, decode.acc_seg: 91.1721, aux.loss_ce: 0.1318, aux.acc_seg: 87.2516, loss: 0.3456 2024-03-04 19:42:49,582 - mmseg - INFO - Iter [79200/160000] lr: 1.739e-05, eta: 14:06:21, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.2391, decode.acc_seg: 90.5158, aux.loss_ce: 0.1448, aux.acc_seg: 86.1856, loss: 0.3839 2024-03-04 19:43:20,317 - mmseg - INFO - Iter [79250/160000] lr: 1.738e-05, eta: 14:05:49, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2528, decode.acc_seg: 89.8147, aux.loss_ce: 0.1482, aux.acc_seg: 86.0197, loss: 0.4010 2024-03-04 19:43:50,976 - mmseg - INFO - Iter [79300/160000] lr: 1.737e-05, eta: 14:05:17, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2290, decode.acc_seg: 90.4761, aux.loss_ce: 0.1361, aux.acc_seg: 86.7751, loss: 0.3651 2024-03-04 19:44:21,655 - mmseg - INFO - Iter [79350/160000] lr: 1.736e-05, eta: 14:04:45, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2143, decode.acc_seg: 90.8447, aux.loss_ce: 0.1298, aux.acc_seg: 87.3365, loss: 0.3441 2024-03-04 19:44:52,578 - mmseg - INFO - Iter [79400/160000] lr: 1.735e-05, eta: 14:04:13, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2234, decode.acc_seg: 90.7518, aux.loss_ce: 0.1384, aux.acc_seg: 86.7655, loss: 0.3618 2024-03-04 19:45:23,390 - mmseg - INFO - Iter [79450/160000] lr: 1.734e-05, eta: 14:03:41, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2102, decode.acc_seg: 90.9412, aux.loss_ce: 0.1285, aux.acc_seg: 87.3310, loss: 0.3387 2024-03-04 19:45:54,161 - mmseg - INFO - Iter [79500/160000] lr: 1.733e-05, eta: 14:03:09, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1964, decode.acc_seg: 91.6279, aux.loss_ce: 0.1247, aux.acc_seg: 87.4881, loss: 0.3211 2024-03-04 19:46:24,925 - mmseg - INFO - Iter [79550/160000] lr: 1.732e-05, eta: 14:02:37, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2393, decode.acc_seg: 90.1174, aux.loss_ce: 0.1431, aux.acc_seg: 86.2336, loss: 0.3824 2024-03-04 19:46:58,586 - mmseg - INFO - Iter [79600/160000] lr: 1.730e-05, eta: 14:02:08, time: 0.673, data_time: 0.063, memory: 7582, decode.loss_ce: 0.2104, decode.acc_seg: 91.2678, aux.loss_ce: 0.1290, aux.acc_seg: 87.3155, loss: 0.3394 2024-03-04 19:47:29,246 - mmseg - INFO - Iter [79650/160000] lr: 1.729e-05, eta: 14:01:35, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2007, decode.acc_seg: 91.7406, aux.loss_ce: 0.1228, aux.acc_seg: 88.0358, loss: 0.3235 2024-03-04 19:47:59,965 - mmseg - INFO - Iter [79700/160000] lr: 1.728e-05, eta: 14:01:03, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2120, decode.acc_seg: 91.1477, aux.loss_ce: 0.1337, aux.acc_seg: 87.1062, loss: 0.3457 2024-03-04 19:48:30,642 - mmseg - INFO - Iter [79750/160000] lr: 1.727e-05, eta: 14:00:31, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2007, decode.acc_seg: 91.5027, aux.loss_ce: 0.1259, aux.acc_seg: 87.6798, loss: 0.3265 2024-03-04 19:49:01,381 - mmseg - INFO - Iter [79800/160000] lr: 1.726e-05, eta: 13:59:59, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2111, decode.acc_seg: 91.2002, aux.loss_ce: 0.1277, aux.acc_seg: 87.6033, loss: 0.3388 2024-03-04 19:49:32,129 - mmseg - INFO - Iter [79850/160000] lr: 1.725e-05, eta: 13:59:27, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2245, decode.acc_seg: 90.6840, aux.loss_ce: 0.1374, aux.acc_seg: 86.8419, loss: 0.3619 2024-03-04 19:50:02,891 - mmseg - INFO - Iter [79900/160000] lr: 1.724e-05, eta: 13:58:55, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2142, decode.acc_seg: 91.1911, aux.loss_ce: 0.1245, aux.acc_seg: 87.9604, loss: 0.3387 2024-03-04 19:50:33,631 - mmseg - INFO - Iter [79950/160000] lr: 1.723e-05, eta: 13:58:23, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2088, decode.acc_seg: 91.1616, aux.loss_ce: 0.1293, aux.acc_seg: 87.3970, loss: 0.3381 2024-03-04 19:51:04,254 - mmseg - INFO - Saving checkpoint at 80000 iterations 2024-03-04 19:51:35,669 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:51:35,669 - mmseg - INFO - Iter [80000/160000] lr: 1.722e-05, eta: 13:58:22, time: 1.241, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2049, decode.acc_seg: 91.5215, aux.loss_ce: 0.1267, aux.acc_seg: 87.5755, loss: 0.3315 2024-03-04 19:54:07,068 - mmseg - INFO - per class results: 2024-03-04 19:54:07,076 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 76.53 | 89.02 | | building | 81.14 | 92.59 | | sky | 94.09 | 97.75 | | floor | 80.61 | 90.55 | | tree | 73.32 | 86.53 | | ceiling | 82.55 | 91.09 | | road | 83.25 | 92.02 | | bed | 88.7 | 95.65 | | windowpane | 62.21 | 75.86 | | grass | 69.44 | 85.8 | | cabinet | 57.44 | 70.42 | | sidewalk | 66.49 | 81.16 | | person | 81.56 | 91.68 | | earth | 32.32 | 44.3 | | door | 47.53 | 59.86 | | table | 60.02 | 77.15 | | mountain | 54.28 | 72.42 | | plant | 51.45 | 61.19 | | curtain | 74.13 | 83.32 | | chair | 57.73 | 70.1 | | car | 84.08 | 90.83 | | water | 52.21 | 72.27 | | painting | 70.71 | 86.96 | | sofa | 66.71 | 80.28 | | shelf | 43.91 | 60.67 | | house | 49.16 | 68.75 | | sea | 48.3 | 64.54 | | mirror | 65.22 | 75.62 | | rug | 57.18 | 65.39 | | field | 31.46 | 41.27 | | armchair | 46.19 | 63.69 | | seat | 63.85 | 83.26 | | fence | 41.87 | 61.78 | | desk | 50.21 | 68.37 | | rock | 38.73 | 56.56 | | wardrobe | 43.05 | 59.44 | | lamp | 63.06 | 76.35 | | bathtub | 76.76 | 82.84 | | railing | 35.48 | 46.34 | | cushion | 51.14 | 58.88 | | base | 31.06 | 39.54 | | box | 24.61 | 30.67 | | column | 43.09 | 54.29 | | signboard | 35.57 | 44.76 | | chest of drawers | 39.28 | 61.15 | | counter | 29.84 | 38.43 | | sand | 39.66 | 49.95 | | sink | 68.69 | 79.45 | | skyscraper | 55.09 | 67.56 | | fireplace | 70.5 | 87.24 | | refrigerator | 70.34 | 82.34 | | grandstand | 42.35 | 65.91 | | path | 21.84 | 32.68 | | stairs | 29.7 | 37.5 | | runway | 64.4 | 83.63 | | case | 57.41 | 75.94 | | pool table | 91.81 | 96.4 | | pillow | 58.43 | 73.59 | | screen door | 68.26 | 81.56 | | stairway | 31.7 | 38.06 | | river | 10.17 | 19.05 | | bridge | 36.34 | 41.08 | | bookcase | 41.18 | 59.97 | | blind | 44.27 | 47.78 | | coffee table | 60.23 | 79.18 | | toilet | 84.28 | 89.78 | | flower | 39.05 | 59.03 | | book | 46.33 | 61.98 | | hill | 5.55 | 7.6 | | bench | 41.98 | 47.43 | | countertop | 53.6 | 65.28 | | stove | 69.55 | 83.22 | | palm | 48.41 | 81.04 | | kitchen island | 30.49 | 55.03 | | computer | 62.53 | 72.37 | | swivel chair | 46.69 | 62.48 | | boat | 46.7 | 86.19 | | bar | 29.47 | 37.69 | | arcade machine | 63.07 | 68.09 | | hovel | 18.51 | 21.34 | | bus | 89.18 | 96.59 | | towel | 61.2 | 71.19 | | light | 51.31 | 55.67 | | truck | 20.08 | 28.75 | | tower | 31.1 | 41.29 | | chandelier | 65.64 | 82.9 | | awning | 19.21 | 22.06 | | streetlight | 26.91 | 33.23 | | booth | 40.15 | 44.46 | | television receiver | 65.11 | 78.71 | | airplane | 50.04 | 65.2 | | dirt track | 1.81 | 4.69 | | apparel | 32.25 | 44.63 | | pole | 25.37 | 34.83 | | land | 3.09 | 4.37 | | bannister | 12.13 | 15.87 | | escalator | 33.73 | 42.49 | | ottoman | 42.93 | 61.5 | | bottle | 36.3 | 56.69 | | buffet | 32.36 | 38.56 | | poster | 21.78 | 30.78 | | stage | 19.05 | 27.43 | | van | 42.81 | 62.01 | | ship | 21.25 | 21.32 | | fountain | 15.39 | 15.78 | | conveyer belt | 70.76 | 90.57 | | canopy | 28.12 | 38.43 | | washer | 66.82 | 67.66 | | plaything | 21.59 | 33.54 | | swimming pool | 39.71 | 66.92 | | stool | 39.52 | 51.6 | | barrel | 19.32 | 95.53 | | basket | 28.39 | 37.71 | | waterfall | 56.4 | 63.54 | | tent | 82.88 | 98.89 | | bag | 12.64 | 18.31 | | minibike | 71.67 | 81.35 | | cradle | 79.74 | 98.34 | | oven | 28.06 | 49.68 | | ball | 46.85 | 55.66 | | food | 56.51 | 76.86 | | step | 6.93 | 8.83 | | tank | 35.72 | 39.7 | | trade name | 26.97 | 30.98 | | microwave | 38.26 | 41.72 | | pot | 39.86 | 47.47 | | animal | 60.05 | 63.15 | | bicycle | 51.99 | 69.75 | | lake | 57.01 | 59.06 | | dishwasher | 64.66 | 72.41 | | screen | 60.15 | 84.88 | | blanket | 14.4 | 16.96 | | sculpture | 49.44 | 66.17 | | hood | 58.34 | 69.65 | | sconce | 43.38 | 54.47 | | vase | 37.46 | 48.1 | | traffic light | 27.39 | 43.26 | | tray | 5.77 | 8.22 | | ashcan | 34.35 | 44.63 | | fan | 59.7 | 76.06 | | pier | 16.68 | 23.49 | | crt screen | 1.28 | 3.5 | | plate | 48.31 | 58.02 | | monitor | 7.68 | 10.09 | | bulletin board | 41.43 | 49.67 | | shower | 1.57 | 1.84 | | radiator | 54.62 | 60.03 | | glass | 12.82 | 13.71 | | clock | 38.74 | 44.34 | | flag | 39.56 | 43.31 | +---------------------+-------+-------+ 2024-03-04 19:54:07,076 - mmseg - INFO - Summary: 2024-03-04 19:54:07,077 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 82.44 | 46.33 | 57.99 | +-------+-------+-------+ 2024-03-04 19:54:07,088 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 19:54:07,088 - mmseg - INFO - Iter(val) [500] aAcc: 0.8244, mIoU: 0.4633, mAcc: 0.5799, IoU.wall: 0.7653, IoU.building: 0.8114, IoU.sky: 0.9409, IoU.floor: 0.8061, IoU.tree: 0.7332, IoU.ceiling: 0.8255, IoU.road: 0.8325, IoU.bed : 0.8870, IoU.windowpane: 0.6221, IoU.grass: 0.6944, IoU.cabinet: 0.5744, IoU.sidewalk: 0.6649, IoU.person: 0.8156, IoU.earth: 0.3232, IoU.door: 0.4753, IoU.table: 0.6002, IoU.mountain: 0.5428, IoU.plant: 0.5145, IoU.curtain: 0.7413, IoU.chair: 0.5773, IoU.car: 0.8408, IoU.water: 0.5221, IoU.painting: 0.7071, IoU.sofa: 0.6671, IoU.shelf: 0.4391, IoU.house: 0.4916, IoU.sea: 0.4830, IoU.mirror: 0.6522, IoU.rug: 0.5718, IoU.field: 0.3146, IoU.armchair: 0.4619, IoU.seat: 0.6385, IoU.fence: 0.4187, IoU.desk: 0.5021, IoU.rock: 0.3873, IoU.wardrobe: 0.4305, IoU.lamp: 0.6306, IoU.bathtub: 0.7676, IoU.railing: 0.3548, IoU.cushion: 0.5114, IoU.base: 0.3106, IoU.box: 0.2461, IoU.column: 0.4309, IoU.signboard: 0.3557, IoU.chest of drawers: 0.3928, IoU.counter: 0.2984, IoU.sand: 0.3966, IoU.sink: 0.6869, IoU.skyscraper: 0.5509, IoU.fireplace: 0.7050, IoU.refrigerator: 0.7034, IoU.grandstand: 0.4235, IoU.path: 0.2184, IoU.stairs: 0.2970, IoU.runway: 0.6440, IoU.case: 0.5741, IoU.pool table: 0.9181, IoU.pillow: 0.5843, IoU.screen door: 0.6826, IoU.stairway: 0.3170, IoU.river: 0.1017, IoU.bridge: 0.3634, IoU.bookcase: 0.4118, IoU.blind: 0.4427, IoU.coffee table: 0.6023, IoU.toilet: 0.8428, IoU.flower: 0.3905, IoU.book: 0.4633, IoU.hill: 0.0555, IoU.bench: 0.4198, IoU.countertop: 0.5360, IoU.stove: 0.6955, IoU.palm: 0.4841, IoU.kitchen island: 0.3049, IoU.computer: 0.6253, IoU.swivel chair: 0.4669, IoU.boat: 0.4670, IoU.bar: 0.2947, IoU.arcade machine: 0.6307, IoU.hovel: 0.1851, IoU.bus: 0.8918, IoU.towel: 0.6120, IoU.light: 0.5131, IoU.truck: 0.2008, IoU.tower: 0.3110, IoU.chandelier: 0.6564, IoU.awning: 0.1921, IoU.streetlight: 0.2691, IoU.booth: 0.4015, IoU.television receiver: 0.6511, IoU.airplane: 0.5004, IoU.dirt track: 0.0181, IoU.apparel: 0.3225, IoU.pole: 0.2537, IoU.land: 0.0309, IoU.bannister: 0.1213, IoU.escalator: 0.3373, IoU.ottoman: 0.4293, IoU.bottle: 0.3630, IoU.buffet: 0.3236, IoU.poster: 0.2178, IoU.stage: 0.1905, IoU.van: 0.4281, IoU.ship: 0.2125, IoU.fountain: 0.1539, IoU.conveyer belt: 0.7076, IoU.canopy: 0.2812, IoU.washer: 0.6682, IoU.plaything: 0.2159, IoU.swimming pool: 0.3971, IoU.stool: 0.3952, IoU.barrel: 0.1932, IoU.basket: 0.2839, IoU.waterfall: 0.5640, IoU.tent: 0.8288, IoU.bag: 0.1264, IoU.minibike: 0.7167, IoU.cradle: 0.7974, IoU.oven: 0.2806, IoU.ball: 0.4685, IoU.food: 0.5651, IoU.step: 0.0693, IoU.tank: 0.3572, IoU.trade name: 0.2697, IoU.microwave: 0.3826, IoU.pot: 0.3986, IoU.animal: 0.6005, IoU.bicycle: 0.5199, IoU.lake: 0.5701, IoU.dishwasher: 0.6466, IoU.screen: 0.6015, IoU.blanket: 0.1440, IoU.sculpture: 0.4944, IoU.hood: 0.5834, IoU.sconce: 0.4338, IoU.vase: 0.3746, IoU.traffic light: 0.2739, IoU.tray: 0.0577, IoU.ashcan: 0.3435, IoU.fan: 0.5970, IoU.pier: 0.1668, IoU.crt screen: 0.0128, IoU.plate: 0.4831, IoU.monitor: 0.0768, IoU.bulletin board: 0.4143, IoU.shower: 0.0157, IoU.radiator: 0.5462, IoU.glass: 0.1282, IoU.clock: 0.3874, IoU.flag: 0.3956, Acc.wall: 0.8902, Acc.building: 0.9259, Acc.sky: 0.9775, Acc.floor: 0.9055, Acc.tree: 0.8653, Acc.ceiling: 0.9109, Acc.road: 0.9202, Acc.bed : 0.9565, Acc.windowpane: 0.7586, Acc.grass: 0.8580, Acc.cabinet: 0.7042, Acc.sidewalk: 0.8116, Acc.person: 0.9168, Acc.earth: 0.4430, Acc.door: 0.5986, Acc.table: 0.7715, Acc.mountain: 0.7242, Acc.plant: 0.6119, Acc.curtain: 0.8332, Acc.chair: 0.7010, Acc.car: 0.9083, Acc.water: 0.7227, Acc.painting: 0.8696, Acc.sofa: 0.8028, Acc.shelf: 0.6067, Acc.house: 0.6875, Acc.sea: 0.6454, Acc.mirror: 0.7562, Acc.rug: 0.6539, Acc.field: 0.4127, Acc.armchair: 0.6369, Acc.seat: 0.8326, Acc.fence: 0.6178, Acc.desk: 0.6837, Acc.rock: 0.5656, Acc.wardrobe: 0.5944, Acc.lamp: 0.7635, Acc.bathtub: 0.8284, Acc.railing: 0.4634, Acc.cushion: 0.5888, Acc.base: 0.3954, Acc.box: 0.3067, Acc.column: 0.5429, Acc.signboard: 0.4476, Acc.chest of drawers: 0.6115, Acc.counter: 0.3843, Acc.sand: 0.4995, Acc.sink: 0.7945, Acc.skyscraper: 0.6756, Acc.fireplace: 0.8724, Acc.refrigerator: 0.8234, Acc.grandstand: 0.6591, Acc.path: 0.3268, Acc.stairs: 0.3750, Acc.runway: 0.8363, Acc.case: 0.7594, Acc.pool table: 0.9640, Acc.pillow: 0.7359, Acc.screen door: 0.8156, Acc.stairway: 0.3806, Acc.river: 0.1905, Acc.bridge: 0.4108, Acc.bookcase: 0.5997, Acc.blind: 0.4778, Acc.coffee table: 0.7918, Acc.toilet: 0.8978, Acc.flower: 0.5903, Acc.book: 0.6198, Acc.hill: 0.0760, Acc.bench: 0.4743, Acc.countertop: 0.6528, Acc.stove: 0.8322, Acc.palm: 0.8104, Acc.kitchen island: 0.5503, Acc.computer: 0.7237, Acc.swivel chair: 0.6248, Acc.boat: 0.8619, Acc.bar: 0.3769, Acc.arcade machine: 0.6809, Acc.hovel: 0.2134, Acc.bus: 0.9659, Acc.towel: 0.7119, Acc.light: 0.5567, Acc.truck: 0.2875, Acc.tower: 0.4129, Acc.chandelier: 0.8290, Acc.awning: 0.2206, Acc.streetlight: 0.3323, Acc.booth: 0.4446, Acc.television receiver: 0.7871, Acc.airplane: 0.6520, Acc.dirt track: 0.0469, Acc.apparel: 0.4463, Acc.pole: 0.3483, Acc.land: 0.0437, Acc.bannister: 0.1587, Acc.escalator: 0.4249, Acc.ottoman: 0.6150, Acc.bottle: 0.5669, Acc.buffet: 0.3856, Acc.poster: 0.3078, Acc.stage: 0.2743, Acc.van: 0.6201, Acc.ship: 0.2132, Acc.fountain: 0.1578, Acc.conveyer belt: 0.9057, Acc.canopy: 0.3843, Acc.washer: 0.6766, Acc.plaything: 0.3354, Acc.swimming pool: 0.6692, Acc.stool: 0.5160, Acc.barrel: 0.9553, Acc.basket: 0.3771, Acc.waterfall: 0.6354, Acc.tent: 0.9889, Acc.bag: 0.1831, Acc.minibike: 0.8135, Acc.cradle: 0.9834, Acc.oven: 0.4968, Acc.ball: 0.5566, Acc.food: 0.7686, Acc.step: 0.0883, Acc.tank: 0.3970, Acc.trade name: 0.3098, Acc.microwave: 0.4172, Acc.pot: 0.4747, Acc.animal: 0.6315, Acc.bicycle: 0.6975, Acc.lake: 0.5906, Acc.dishwasher: 0.7241, Acc.screen: 0.8488, Acc.blanket: 0.1696, Acc.sculpture: 0.6617, Acc.hood: 0.6965, Acc.sconce: 0.5447, Acc.vase: 0.4810, Acc.traffic light: 0.4326, Acc.tray: 0.0822, Acc.ashcan: 0.4463, Acc.fan: 0.7606, Acc.pier: 0.2349, Acc.crt screen: 0.0350, Acc.plate: 0.5802, Acc.monitor: 0.1009, Acc.bulletin board: 0.4967, Acc.shower: 0.0184, Acc.radiator: 0.6003, Acc.glass: 0.1371, Acc.clock: 0.4434, Acc.flag: 0.4331 2024-03-04 19:54:37,755 - mmseg - INFO - Iter [80050/160000] lr: 1.721e-05, eta: 14:00:21, time: 3.642, data_time: 3.036, memory: 7582, decode.loss_ce: 0.2019, decode.acc_seg: 91.5665, aux.loss_ce: 0.1269, aux.acc_seg: 87.5751, loss: 0.3288 2024-03-04 19:55:08,626 - mmseg - INFO - Iter [80100/160000] lr: 1.720e-05, eta: 13:59:49, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2121, decode.acc_seg: 91.0607, aux.loss_ce: 0.1321, aux.acc_seg: 86.9780, loss: 0.3441 2024-03-04 19:55:39,328 - mmseg - INFO - Iter [80150/160000] lr: 1.719e-05, eta: 13:59:16, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2114, decode.acc_seg: 91.1063, aux.loss_ce: 0.1290, aux.acc_seg: 87.1489, loss: 0.3404 2024-03-04 19:56:09,952 - mmseg - INFO - Iter [80200/160000] lr: 1.718e-05, eta: 13:58:44, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2187, decode.acc_seg: 90.7809, aux.loss_ce: 0.1324, aux.acc_seg: 87.1579, loss: 0.3510 2024-03-04 19:56:40,779 - mmseg - INFO - Iter [80250/160000] lr: 1.717e-05, eta: 13:58:12, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2296, decode.acc_seg: 90.5216, aux.loss_ce: 0.1390, aux.acc_seg: 86.4006, loss: 0.3686 2024-03-04 19:57:11,626 - mmseg - INFO - Iter [80300/160000] lr: 1.715e-05, eta: 13:57:39, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2227, decode.acc_seg: 90.7452, aux.loss_ce: 0.1333, aux.acc_seg: 86.9675, loss: 0.3560 2024-03-04 19:57:42,597 - mmseg - INFO - Iter [80350/160000] lr: 1.714e-05, eta: 13:57:07, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2192, decode.acc_seg: 90.9920, aux.loss_ce: 0.1375, aux.acc_seg: 86.8201, loss: 0.3567 2024-03-04 19:58:13,385 - mmseg - INFO - Iter [80400/160000] lr: 1.713e-05, eta: 13:56:35, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2258, decode.acc_seg: 90.5593, aux.loss_ce: 0.1349, aux.acc_seg: 86.8233, loss: 0.3607 2024-03-04 19:58:44,456 - mmseg - INFO - Iter [80450/160000] lr: 1.712e-05, eta: 13:56:03, time: 0.621, data_time: 0.015, memory: 7582, decode.loss_ce: 0.2053, decode.acc_seg: 91.2622, aux.loss_ce: 0.1252, aux.acc_seg: 87.6288, loss: 0.3306 2024-03-04 19:59:15,162 - mmseg - INFO - Iter [80500/160000] lr: 1.711e-05, eta: 13:55:31, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2102, decode.acc_seg: 91.3405, aux.loss_ce: 0.1277, aux.acc_seg: 87.6013, loss: 0.3379 2024-03-04 19:59:45,610 - mmseg - INFO - Iter [80550/160000] lr: 1.710e-05, eta: 13:54:58, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2108, decode.acc_seg: 91.2459, aux.loss_ce: 0.1353, aux.acc_seg: 86.9546, loss: 0.3461 2024-03-04 20:00:16,538 - mmseg - INFO - Iter [80600/160000] lr: 1.709e-05, eta: 13:54:26, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2132, decode.acc_seg: 91.1760, aux.loss_ce: 0.1324, aux.acc_seg: 87.2604, loss: 0.3455 2024-03-04 20:00:47,328 - mmseg - INFO - Iter [80650/160000] lr: 1.708e-05, eta: 13:53:54, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2040, decode.acc_seg: 91.3432, aux.loss_ce: 0.1261, aux.acc_seg: 87.6592, loss: 0.3300 2024-03-04 20:01:18,033 - mmseg - INFO - Iter [80700/160000] lr: 1.707e-05, eta: 13:53:22, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2148, decode.acc_seg: 91.1883, aux.loss_ce: 0.1303, aux.acc_seg: 87.5849, loss: 0.3452 2024-03-04 20:01:48,640 - mmseg - INFO - Iter [80750/160000] lr: 1.706e-05, eta: 13:52:49, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2071, decode.acc_seg: 91.5133, aux.loss_ce: 0.1281, aux.acc_seg: 87.7391, loss: 0.3352 2024-03-04 20:02:19,447 - mmseg - INFO - Iter [80800/160000] lr: 1.705e-05, eta: 13:52:17, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2203, decode.acc_seg: 90.9868, aux.loss_ce: 0.1367, aux.acc_seg: 87.0352, loss: 0.3570 2024-03-04 20:02:53,018 - mmseg - INFO - Iter [80850/160000] lr: 1.704e-05, eta: 13:51:47, time: 0.671, data_time: 0.060, memory: 7582, decode.loss_ce: 0.2036, decode.acc_seg: 91.5560, aux.loss_ce: 0.1202, aux.acc_seg: 88.2841, loss: 0.3238 2024-03-04 20:03:23,622 - mmseg - INFO - Iter [80900/160000] lr: 1.703e-05, eta: 13:51:15, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2019, decode.acc_seg: 91.2431, aux.loss_ce: 0.1199, aux.acc_seg: 88.0291, loss: 0.3218 2024-03-04 20:03:54,283 - mmseg - INFO - Iter [80950/160000] lr: 1.701e-05, eta: 13:50:43, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1998, decode.acc_seg: 91.6583, aux.loss_ce: 0.1282, aux.acc_seg: 87.5721, loss: 0.3280 2024-03-04 20:04:24,955 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:04:24,955 - mmseg - INFO - Iter [81000/160000] lr: 1.700e-05, eta: 13:50:10, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2044, decode.acc_seg: 91.5005, aux.loss_ce: 0.1265, aux.acc_seg: 87.6417, loss: 0.3309 2024-03-04 20:04:55,806 - mmseg - INFO - Iter [81050/160000] lr: 1.699e-05, eta: 13:49:38, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2057, decode.acc_seg: 91.2812, aux.loss_ce: 0.1280, aux.acc_seg: 87.3085, loss: 0.3336 2024-03-04 20:05:26,431 - mmseg - INFO - Iter [81100/160000] lr: 1.698e-05, eta: 13:49:06, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2064, decode.acc_seg: 91.3004, aux.loss_ce: 0.1257, aux.acc_seg: 87.4703, loss: 0.3321 2024-03-04 20:05:57,106 - mmseg - INFO - Iter [81150/160000] lr: 1.697e-05, eta: 13:48:33, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2047, decode.acc_seg: 91.6514, aux.loss_ce: 0.1242, aux.acc_seg: 88.1263, loss: 0.3290 2024-03-04 20:06:27,959 - mmseg - INFO - Iter [81200/160000] lr: 1.696e-05, eta: 13:48:01, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2087, decode.acc_seg: 91.1730, aux.loss_ce: 0.1274, aux.acc_seg: 87.4848, loss: 0.3362 2024-03-04 20:06:58,696 - mmseg - INFO - Iter [81250/160000] lr: 1.695e-05, eta: 13:47:29, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2056, decode.acc_seg: 91.4152, aux.loss_ce: 0.1253, aux.acc_seg: 87.6558, loss: 0.3310 2024-03-04 20:07:29,661 - mmseg - INFO - Iter [81300/160000] lr: 1.694e-05, eta: 13:46:57, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2100, decode.acc_seg: 91.0298, aux.loss_ce: 0.1286, aux.acc_seg: 87.1246, loss: 0.3386 2024-03-04 20:08:00,318 - mmseg - INFO - Iter [81350/160000] lr: 1.693e-05, eta: 13:46:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2026, decode.acc_seg: 91.4340, aux.loss_ce: 0.1229, aux.acc_seg: 88.0029, loss: 0.3255 2024-03-04 20:08:30,855 - mmseg - INFO - Iter [81400/160000] lr: 1.692e-05, eta: 13:45:52, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2065, decode.acc_seg: 91.2991, aux.loss_ce: 0.1288, aux.acc_seg: 87.6293, loss: 0.3353 2024-03-04 20:09:01,611 - mmseg - INFO - Iter [81450/160000] lr: 1.691e-05, eta: 13:45:20, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2087, decode.acc_seg: 91.2741, aux.loss_ce: 0.1258, aux.acc_seg: 87.5297, loss: 0.3345 2024-03-04 20:09:32,519 - mmseg - INFO - Iter [81500/160000] lr: 1.690e-05, eta: 13:44:47, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2065, decode.acc_seg: 91.3449, aux.loss_ce: 0.1261, aux.acc_seg: 87.7883, loss: 0.3326 2024-03-04 20:10:03,317 - mmseg - INFO - Iter [81550/160000] lr: 1.689e-05, eta: 13:44:15, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2204, decode.acc_seg: 90.8599, aux.loss_ce: 0.1381, aux.acc_seg: 86.7325, loss: 0.3585 2024-03-04 20:10:34,159 - mmseg - INFO - Iter [81600/160000] lr: 1.687e-05, eta: 13:43:43, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2034, decode.acc_seg: 91.2505, aux.loss_ce: 0.1240, aux.acc_seg: 87.7092, loss: 0.3274 2024-03-04 20:11:05,091 - mmseg - INFO - Iter [81650/160000] lr: 1.686e-05, eta: 13:43:11, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2107, decode.acc_seg: 90.9893, aux.loss_ce: 0.1324, aux.acc_seg: 87.1201, loss: 0.3430 2024-03-04 20:11:35,813 - mmseg - INFO - Iter [81700/160000] lr: 1.685e-05, eta: 13:42:39, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2172, decode.acc_seg: 91.1199, aux.loss_ce: 0.1332, aux.acc_seg: 87.0631, loss: 0.3503 2024-03-04 20:12:06,581 - mmseg - INFO - Iter [81750/160000] lr: 1.684e-05, eta: 13:42:06, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2158, decode.acc_seg: 91.0329, aux.loss_ce: 0.1364, aux.acc_seg: 86.8398, loss: 0.3523 2024-03-04 20:12:37,608 - mmseg - INFO - Iter [81800/160000] lr: 1.683e-05, eta: 13:41:34, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2083, decode.acc_seg: 91.1733, aux.loss_ce: 0.1254, aux.acc_seg: 87.6199, loss: 0.3337 2024-03-04 20:13:08,472 - mmseg - INFO - Iter [81850/160000] lr: 1.682e-05, eta: 13:41:02, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1998, decode.acc_seg: 91.2352, aux.loss_ce: 0.1218, aux.acc_seg: 87.6861, loss: 0.3216 2024-03-04 20:13:39,281 - mmseg - INFO - Iter [81900/160000] lr: 1.681e-05, eta: 13:40:30, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2296, decode.acc_seg: 90.3275, aux.loss_ce: 0.1365, aux.acc_seg: 86.6041, loss: 0.3661 2024-03-04 20:14:10,123 - mmseg - INFO - Iter [81950/160000] lr: 1.680e-05, eta: 13:39:58, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2088, decode.acc_seg: 91.1021, aux.loss_ce: 0.1287, aux.acc_seg: 87.2378, loss: 0.3375 2024-03-04 20:14:40,872 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:14:40,872 - mmseg - INFO - Iter [82000/160000] lr: 1.679e-05, eta: 13:39:26, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2026, decode.acc_seg: 91.4714, aux.loss_ce: 0.1222, aux.acc_seg: 87.9524, loss: 0.3248 2024-03-04 20:15:11,788 - mmseg - INFO - Iter [82050/160000] lr: 1.678e-05, eta: 13:38:54, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2058, decode.acc_seg: 91.3566, aux.loss_ce: 0.1260, aux.acc_seg: 87.6501, loss: 0.3318 2024-03-04 20:15:45,572 - mmseg - INFO - Iter [82100/160000] lr: 1.677e-05, eta: 13:38:24, time: 0.676, data_time: 0.063, memory: 7582, decode.loss_ce: 0.2093, decode.acc_seg: 91.0798, aux.loss_ce: 0.1287, aux.acc_seg: 87.2267, loss: 0.3380 2024-03-04 20:16:16,089 - mmseg - INFO - Iter [82150/160000] lr: 1.676e-05, eta: 13:37:52, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2041, decode.acc_seg: 91.5544, aux.loss_ce: 0.1279, aux.acc_seg: 87.7012, loss: 0.3320 2024-03-04 20:16:46,644 - mmseg - INFO - Iter [82200/160000] lr: 1.675e-05, eta: 13:37:19, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2108, decode.acc_seg: 91.2178, aux.loss_ce: 0.1291, aux.acc_seg: 87.4758, loss: 0.3399 2024-03-04 20:17:17,342 - mmseg - INFO - Iter [82250/160000] lr: 1.673e-05, eta: 13:36:47, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1894, decode.acc_seg: 92.0535, aux.loss_ce: 0.1177, aux.acc_seg: 88.3745, loss: 0.3070 2024-03-04 20:17:47,998 - mmseg - INFO - Iter [82300/160000] lr: 1.672e-05, eta: 13:36:15, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2015, decode.acc_seg: 91.7022, aux.loss_ce: 0.1199, aux.acc_seg: 88.2385, loss: 0.3214 2024-03-04 20:18:18,724 - mmseg - INFO - Iter [82350/160000] lr: 1.671e-05, eta: 13:35:43, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2104, decode.acc_seg: 91.4232, aux.loss_ce: 0.1251, aux.acc_seg: 88.0215, loss: 0.3355 2024-03-04 20:18:49,601 - mmseg - INFO - Iter [82400/160000] lr: 1.670e-05, eta: 13:35:10, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1968, decode.acc_seg: 91.8101, aux.loss_ce: 0.1259, aux.acc_seg: 87.7288, loss: 0.3228 2024-03-04 20:19:20,344 - mmseg - INFO - Iter [82450/160000] lr: 1.669e-05, eta: 13:34:38, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1991, decode.acc_seg: 91.5992, aux.loss_ce: 0.1249, aux.acc_seg: 87.7368, loss: 0.3239 2024-03-04 20:19:50,745 - mmseg - INFO - Iter [82500/160000] lr: 1.668e-05, eta: 13:34:06, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2027, decode.acc_seg: 91.4049, aux.loss_ce: 0.1309, aux.acc_seg: 87.0818, loss: 0.3336 2024-03-04 20:20:21,408 - mmseg - INFO - Iter [82550/160000] lr: 1.667e-05, eta: 13:33:33, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2075, decode.acc_seg: 91.2367, aux.loss_ce: 0.1305, aux.acc_seg: 87.2970, loss: 0.3380 2024-03-04 20:20:52,123 - mmseg - INFO - Iter [82600/160000] lr: 1.666e-05, eta: 13:33:01, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2096, decode.acc_seg: 91.2929, aux.loss_ce: 0.1250, aux.acc_seg: 87.8346, loss: 0.3346 2024-03-04 20:21:22,909 - mmseg - INFO - Iter [82650/160000] lr: 1.665e-05, eta: 13:32:29, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2203, decode.acc_seg: 90.5793, aux.loss_ce: 0.1357, aux.acc_seg: 86.4720, loss: 0.3560 2024-03-04 20:21:53,719 - mmseg - INFO - Iter [82700/160000] lr: 1.664e-05, eta: 13:31:57, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2118, decode.acc_seg: 91.0558, aux.loss_ce: 0.1276, aux.acc_seg: 87.6234, loss: 0.3394 2024-03-04 20:22:24,729 - mmseg - INFO - Iter [82750/160000] lr: 1.663e-05, eta: 13:31:25, time: 0.620, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2225, decode.acc_seg: 90.7033, aux.loss_ce: 0.1338, aux.acc_seg: 86.9195, loss: 0.3562 2024-03-04 20:22:55,347 - mmseg - INFO - Iter [82800/160000] lr: 1.662e-05, eta: 13:30:52, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2154, decode.acc_seg: 90.9436, aux.loss_ce: 0.1270, aux.acc_seg: 87.4552, loss: 0.3424 2024-03-04 20:23:25,933 - mmseg - INFO - Iter [82850/160000] lr: 1.661e-05, eta: 13:30:20, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2131, decode.acc_seg: 91.1138, aux.loss_ce: 0.1308, aux.acc_seg: 87.1292, loss: 0.3440 2024-03-04 20:23:56,839 - mmseg - INFO - Iter [82900/160000] lr: 1.659e-05, eta: 13:29:48, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2146, decode.acc_seg: 91.0540, aux.loss_ce: 0.1342, aux.acc_seg: 87.2186, loss: 0.3488 2024-03-04 20:24:27,515 - mmseg - INFO - Iter [82950/160000] lr: 1.658e-05, eta: 13:29:16, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2060, decode.acc_seg: 91.4163, aux.loss_ce: 0.1246, aux.acc_seg: 88.0363, loss: 0.3305 2024-03-04 20:24:58,115 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:24:58,116 - mmseg - INFO - Iter [83000/160000] lr: 1.657e-05, eta: 13:28:43, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1954, decode.acc_seg: 91.8870, aux.loss_ce: 0.1227, aux.acc_seg: 88.2622, loss: 0.3180 2024-03-04 20:25:28,802 - mmseg - INFO - Iter [83050/160000] lr: 1.656e-05, eta: 13:28:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1976, decode.acc_seg: 91.6316, aux.loss_ce: 0.1222, aux.acc_seg: 87.8952, loss: 0.3198 2024-03-04 20:25:59,542 - mmseg - INFO - Iter [83100/160000] lr: 1.655e-05, eta: 13:27:39, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2086, decode.acc_seg: 91.1783, aux.loss_ce: 0.1327, aux.acc_seg: 87.0703, loss: 0.3413 2024-03-04 20:26:30,300 - mmseg - INFO - Iter [83150/160000] lr: 1.654e-05, eta: 13:27:07, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1987, decode.acc_seg: 91.6867, aux.loss_ce: 0.1227, aux.acc_seg: 88.0033, loss: 0.3214 2024-03-04 20:27:01,131 - mmseg - INFO - Iter [83200/160000] lr: 1.653e-05, eta: 13:26:34, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2060, decode.acc_seg: 91.3136, aux.loss_ce: 0.1287, aux.acc_seg: 87.2054, loss: 0.3348 2024-03-04 20:27:31,725 - mmseg - INFO - Iter [83250/160000] lr: 1.652e-05, eta: 13:26:02, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2155, decode.acc_seg: 91.1864, aux.loss_ce: 0.1305, aux.acc_seg: 87.6048, loss: 0.3461 2024-03-04 20:28:02,464 - mmseg - INFO - Iter [83300/160000] lr: 1.651e-05, eta: 13:25:30, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2196, decode.acc_seg: 90.7379, aux.loss_ce: 0.1319, aux.acc_seg: 87.0864, loss: 0.3514 2024-03-04 20:28:33,294 - mmseg - INFO - Iter [83350/160000] lr: 1.650e-05, eta: 13:24:58, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2083, decode.acc_seg: 91.0504, aux.loss_ce: 0.1296, aux.acc_seg: 87.1053, loss: 0.3379 2024-03-04 20:29:06,819 - mmseg - INFO - Iter [83400/160000] lr: 1.649e-05, eta: 13:24:28, time: 0.670, data_time: 0.060, memory: 7582, decode.loss_ce: 0.1992, decode.acc_seg: 91.5010, aux.loss_ce: 0.1268, aux.acc_seg: 87.3982, loss: 0.3260 2024-03-04 20:29:37,248 - mmseg - INFO - Iter [83450/160000] lr: 1.648e-05, eta: 13:23:56, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2079, decode.acc_seg: 91.3396, aux.loss_ce: 0.1261, aux.acc_seg: 87.6741, loss: 0.3339 2024-03-04 20:30:07,933 - mmseg - INFO - Iter [83500/160000] lr: 1.647e-05, eta: 13:23:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2031, decode.acc_seg: 91.5432, aux.loss_ce: 0.1296, aux.acc_seg: 87.4301, loss: 0.3327 2024-03-04 20:30:38,695 - mmseg - INFO - Iter [83550/160000] lr: 1.645e-05, eta: 13:22:51, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2002, decode.acc_seg: 91.5595, aux.loss_ce: 0.1273, aux.acc_seg: 87.3986, loss: 0.3275 2024-03-04 20:31:09,554 - mmseg - INFO - Iter [83600/160000] lr: 1.644e-05, eta: 13:22:19, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2056, decode.acc_seg: 91.3806, aux.loss_ce: 0.1265, aux.acc_seg: 87.6743, loss: 0.3321 2024-03-04 20:31:40,144 - mmseg - INFO - Iter [83650/160000] lr: 1.643e-05, eta: 13:21:47, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2042, decode.acc_seg: 91.4853, aux.loss_ce: 0.1247, aux.acc_seg: 87.7160, loss: 0.3289 2024-03-04 20:32:10,984 - mmseg - INFO - Iter [83700/160000] lr: 1.642e-05, eta: 13:21:15, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2117, decode.acc_seg: 91.3008, aux.loss_ce: 0.1270, aux.acc_seg: 87.8066, loss: 0.3387 2024-03-04 20:32:41,462 - mmseg - INFO - Iter [83750/160000] lr: 1.641e-05, eta: 13:20:42, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2083, decode.acc_seg: 91.1535, aux.loss_ce: 0.1262, aux.acc_seg: 87.3381, loss: 0.3346 2024-03-04 20:33:12,234 - mmseg - INFO - Iter [83800/160000] lr: 1.640e-05, eta: 13:20:10, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1984, decode.acc_seg: 91.7724, aux.loss_ce: 0.1255, aux.acc_seg: 88.0747, loss: 0.3239 2024-03-04 20:33:42,847 - mmseg - INFO - Iter [83850/160000] lr: 1.639e-05, eta: 13:19:38, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2048, decode.acc_seg: 91.5220, aux.loss_ce: 0.1259, aux.acc_seg: 87.8236, loss: 0.3307 2024-03-04 20:34:13,681 - mmseg - INFO - Iter [83900/160000] lr: 1.638e-05, eta: 13:19:06, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.2128, decode.acc_seg: 91.0486, aux.loss_ce: 0.1278, aux.acc_seg: 87.8311, loss: 0.3406 2024-03-04 20:34:44,582 - mmseg - INFO - Iter [83950/160000] lr: 1.637e-05, eta: 13:18:34, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2036, decode.acc_seg: 91.3602, aux.loss_ce: 0.1226, aux.acc_seg: 87.9637, loss: 0.3262 2024-03-04 20:35:15,309 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:35:15,310 - mmseg - INFO - Iter [84000/160000] lr: 1.636e-05, eta: 13:18:01, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2109, decode.acc_seg: 91.2289, aux.loss_ce: 0.1271, aux.acc_seg: 87.6332, loss: 0.3381 2024-03-04 20:35:46,064 - mmseg - INFO - Iter [84050/160000] lr: 1.635e-05, eta: 13:17:29, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1996, decode.acc_seg: 91.4076, aux.loss_ce: 0.1254, aux.acc_seg: 87.5871, loss: 0.3250 2024-03-04 20:36:16,749 - mmseg - INFO - Iter [84100/160000] lr: 1.634e-05, eta: 13:16:57, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2109, decode.acc_seg: 91.1030, aux.loss_ce: 0.1289, aux.acc_seg: 87.1056, loss: 0.3398 2024-03-04 20:36:47,608 - mmseg - INFO - Iter [84150/160000] lr: 1.633e-05, eta: 13:16:25, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2065, decode.acc_seg: 91.4535, aux.loss_ce: 0.1282, aux.acc_seg: 87.4677, loss: 0.3348 2024-03-04 20:37:18,228 - mmseg - INFO - Iter [84200/160000] lr: 1.631e-05, eta: 13:15:53, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2264, decode.acc_seg: 90.7357, aux.loss_ce: 0.1354, aux.acc_seg: 87.0766, loss: 0.3618 2024-03-04 20:37:48,970 - mmseg - INFO - Iter [84250/160000] lr: 1.630e-05, eta: 13:15:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2143, decode.acc_seg: 90.9044, aux.loss_ce: 0.1289, aux.acc_seg: 87.3614, loss: 0.3432 2024-03-04 20:38:19,500 - mmseg - INFO - Iter [84300/160000] lr: 1.629e-05, eta: 13:14:48, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2018, decode.acc_seg: 91.4194, aux.loss_ce: 0.1189, aux.acc_seg: 88.2689, loss: 0.3207 2024-03-04 20:38:50,261 - mmseg - INFO - Iter [84350/160000] lr: 1.628e-05, eta: 13:14:16, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2179, decode.acc_seg: 90.9761, aux.loss_ce: 0.1333, aux.acc_seg: 87.2548, loss: 0.3512 2024-03-04 20:39:21,038 - mmseg - INFO - Iter [84400/160000] lr: 1.627e-05, eta: 13:13:44, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2072, decode.acc_seg: 91.3531, aux.loss_ce: 0.1293, aux.acc_seg: 87.2174, loss: 0.3365 2024-03-04 20:39:51,714 - mmseg - INFO - Iter [84450/160000] lr: 1.626e-05, eta: 13:13:11, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1987, decode.acc_seg: 91.5711, aux.loss_ce: 0.1247, aux.acc_seg: 87.6132, loss: 0.3234 2024-03-04 20:40:22,600 - mmseg - INFO - Iter [84500/160000] lr: 1.625e-05, eta: 13:12:39, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2009, decode.acc_seg: 91.3913, aux.loss_ce: 0.1178, aux.acc_seg: 88.3113, loss: 0.3188 2024-03-04 20:40:53,416 - mmseg - INFO - Iter [84550/160000] lr: 1.624e-05, eta: 13:12:07, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2040, decode.acc_seg: 91.4078, aux.loss_ce: 0.1303, aux.acc_seg: 87.2938, loss: 0.3343 2024-03-04 20:41:24,064 - mmseg - INFO - Iter [84600/160000] lr: 1.623e-05, eta: 13:11:35, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1930, decode.acc_seg: 91.6973, aux.loss_ce: 0.1169, aux.acc_seg: 88.4383, loss: 0.3099 2024-03-04 20:41:57,798 - mmseg - INFO - Iter [84650/160000] lr: 1.622e-05, eta: 13:11:06, time: 0.675, data_time: 0.062, memory: 7582, decode.loss_ce: 0.2025, decode.acc_seg: 91.4724, aux.loss_ce: 0.1239, aux.acc_seg: 87.7913, loss: 0.3265 2024-03-04 20:42:28,386 - mmseg - INFO - Iter [84700/160000] lr: 1.621e-05, eta: 13:10:33, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1958, decode.acc_seg: 91.9340, aux.loss_ce: 0.1227, aux.acc_seg: 88.1845, loss: 0.3185 2024-03-04 20:42:59,000 - mmseg - INFO - Iter [84750/160000] lr: 1.620e-05, eta: 13:10:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2022, decode.acc_seg: 91.3929, aux.loss_ce: 0.1268, aux.acc_seg: 87.7083, loss: 0.3290 2024-03-04 20:43:29,606 - mmseg - INFO - Iter [84800/160000] lr: 1.619e-05, eta: 13:09:29, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1929, decode.acc_seg: 91.9739, aux.loss_ce: 0.1197, aux.acc_seg: 88.2325, loss: 0.3125 2024-03-04 20:44:00,389 - mmseg - INFO - Iter [84850/160000] lr: 1.618e-05, eta: 13:08:57, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1998, decode.acc_seg: 91.7033, aux.loss_ce: 0.1227, aux.acc_seg: 88.0069, loss: 0.3225 2024-03-04 20:44:31,070 - mmseg - INFO - Iter [84900/160000] lr: 1.616e-05, eta: 13:08:24, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2129, decode.acc_seg: 91.0489, aux.loss_ce: 0.1287, aux.acc_seg: 87.4668, loss: 0.3416 2024-03-04 20:45:01,722 - mmseg - INFO - Iter [84950/160000] lr: 1.615e-05, eta: 13:07:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2101, decode.acc_seg: 91.3961, aux.loss_ce: 0.1293, aux.acc_seg: 87.6743, loss: 0.3394 2024-03-04 20:45:32,323 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:45:32,323 - mmseg - INFO - Iter [85000/160000] lr: 1.614e-05, eta: 13:07:20, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2028, decode.acc_seg: 91.6749, aux.loss_ce: 0.1213, aux.acc_seg: 88.0830, loss: 0.3240 2024-03-04 20:46:02,873 - mmseg - INFO - Iter [85050/160000] lr: 1.613e-05, eta: 13:06:47, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1954, decode.acc_seg: 91.7838, aux.loss_ce: 0.1165, aux.acc_seg: 88.4367, loss: 0.3118 2024-03-04 20:46:33,520 - mmseg - INFO - Iter [85100/160000] lr: 1.612e-05, eta: 13:06:15, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2025, decode.acc_seg: 91.5217, aux.loss_ce: 0.1222, aux.acc_seg: 87.9716, loss: 0.3248 2024-03-04 20:47:04,263 - mmseg - INFO - Iter [85150/160000] lr: 1.611e-05, eta: 13:05:43, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2009, decode.acc_seg: 91.5725, aux.loss_ce: 0.1205, aux.acc_seg: 88.1815, loss: 0.3214 2024-03-04 20:47:35,044 - mmseg - INFO - Iter [85200/160000] lr: 1.610e-05, eta: 13:05:11, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2044, decode.acc_seg: 91.5673, aux.loss_ce: 0.1241, aux.acc_seg: 87.9684, loss: 0.3285 2024-03-04 20:48:05,838 - mmseg - INFO - Iter [85250/160000] lr: 1.609e-05, eta: 13:04:39, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2060, decode.acc_seg: 91.3002, aux.loss_ce: 0.1253, aux.acc_seg: 87.8495, loss: 0.3312 2024-03-04 20:48:36,539 - mmseg - INFO - Iter [85300/160000] lr: 1.608e-05, eta: 13:04:07, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1923, decode.acc_seg: 91.9121, aux.loss_ce: 0.1172, aux.acc_seg: 88.3427, loss: 0.3095 2024-03-04 20:49:07,174 - mmseg - INFO - Iter [85350/160000] lr: 1.607e-05, eta: 13:03:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1922, decode.acc_seg: 91.7812, aux.loss_ce: 0.1222, aux.acc_seg: 87.9947, loss: 0.3144 2024-03-04 20:49:37,763 - mmseg - INFO - Iter [85400/160000] lr: 1.606e-05, eta: 13:03:02, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2017, decode.acc_seg: 91.3324, aux.loss_ce: 0.1239, aux.acc_seg: 87.9720, loss: 0.3256 2024-03-04 20:50:08,588 - mmseg - INFO - Iter [85450/160000] lr: 1.605e-05, eta: 13:02:30, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2086, decode.acc_seg: 91.0544, aux.loss_ce: 0.1272, aux.acc_seg: 87.2938, loss: 0.3358 2024-03-04 20:50:39,194 - mmseg - INFO - Iter [85500/160000] lr: 1.604e-05, eta: 13:01:58, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2086, decode.acc_seg: 91.4004, aux.loss_ce: 0.1315, aux.acc_seg: 87.3770, loss: 0.3400 2024-03-04 20:51:09,851 - mmseg - INFO - Iter [85550/160000] lr: 1.602e-05, eta: 13:01:26, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1999, decode.acc_seg: 91.6116, aux.loss_ce: 0.1232, aux.acc_seg: 87.9021, loss: 0.3231 2024-03-04 20:51:40,544 - mmseg - INFO - Iter [85600/160000] lr: 1.601e-05, eta: 13:00:53, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1999, decode.acc_seg: 91.5833, aux.loss_ce: 0.1234, aux.acc_seg: 87.5254, loss: 0.3233 2024-03-04 20:52:11,243 - mmseg - INFO - Iter [85650/160000] lr: 1.600e-05, eta: 13:00:21, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2100, decode.acc_seg: 91.2376, aux.loss_ce: 0.1298, aux.acc_seg: 87.3927, loss: 0.3398 2024-03-04 20:52:41,962 - mmseg - INFO - Iter [85700/160000] lr: 1.599e-05, eta: 12:59:49, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2210, decode.acc_seg: 90.8571, aux.loss_ce: 0.1405, aux.acc_seg: 86.5015, loss: 0.3615 2024-03-04 20:53:12,674 - mmseg - INFO - Iter [85750/160000] lr: 1.598e-05, eta: 12:59:17, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2035, decode.acc_seg: 91.3644, aux.loss_ce: 0.1302, aux.acc_seg: 87.1805, loss: 0.3336 2024-03-04 20:53:43,527 - mmseg - INFO - Iter [85800/160000] lr: 1.597e-05, eta: 12:58:45, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2041, decode.acc_seg: 91.3300, aux.loss_ce: 0.1250, aux.acc_seg: 87.4446, loss: 0.3291 2024-03-04 20:54:14,309 - mmseg - INFO - Iter [85850/160000] lr: 1.596e-05, eta: 12:58:13, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2136, decode.acc_seg: 91.0008, aux.loss_ce: 0.1316, aux.acc_seg: 87.1808, loss: 0.3453 2024-03-04 20:54:48,164 - mmseg - INFO - Iter [85900/160000] lr: 1.595e-05, eta: 12:57:43, time: 0.677, data_time: 0.059, memory: 7582, decode.loss_ce: 0.2069, decode.acc_seg: 91.3993, aux.loss_ce: 0.1289, aux.acc_seg: 87.6282, loss: 0.3357 2024-03-04 20:55:18,870 - mmseg - INFO - Iter [85950/160000] lr: 1.594e-05, eta: 12:57:11, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2050, decode.acc_seg: 91.4418, aux.loss_ce: 0.1251, aux.acc_seg: 87.7527, loss: 0.3302 2024-03-04 20:55:49,672 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 20:55:49,673 - mmseg - INFO - Iter [86000/160000] lr: 1.593e-05, eta: 12:56:39, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1936, decode.acc_seg: 91.8398, aux.loss_ce: 0.1200, aux.acc_seg: 88.1081, loss: 0.3136 2024-03-04 20:56:20,439 - mmseg - INFO - Iter [86050/160000] lr: 1.592e-05, eta: 12:56:07, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.6291, aux.loss_ce: 0.1225, aux.acc_seg: 87.9227, loss: 0.3181 2024-03-04 20:56:51,013 - mmseg - INFO - Iter [86100/160000] lr: 1.591e-05, eta: 12:55:35, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1946, decode.acc_seg: 91.8280, aux.loss_ce: 0.1218, aux.acc_seg: 88.0338, loss: 0.3165 2024-03-04 20:57:21,360 - mmseg - INFO - Iter [86150/160000] lr: 1.590e-05, eta: 12:55:02, time: 0.607, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1869, decode.acc_seg: 92.1251, aux.loss_ce: 0.1208, aux.acc_seg: 88.2471, loss: 0.3077 2024-03-04 20:57:51,931 - mmseg - INFO - Iter [86200/160000] lr: 1.588e-05, eta: 12:54:30, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1981, decode.acc_seg: 91.8837, aux.loss_ce: 0.1179, aux.acc_seg: 88.6439, loss: 0.3160 2024-03-04 20:58:22,665 - mmseg - INFO - Iter [86250/160000] lr: 1.587e-05, eta: 12:53:58, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1914, decode.acc_seg: 92.0464, aux.loss_ce: 0.1178, aux.acc_seg: 88.5924, loss: 0.3092 2024-03-04 20:58:53,383 - mmseg - INFO - Iter [86300/160000] lr: 1.586e-05, eta: 12:53:26, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2011, decode.acc_seg: 91.5546, aux.loss_ce: 0.1223, aux.acc_seg: 88.1579, loss: 0.3234 2024-03-04 20:59:24,046 - mmseg - INFO - Iter [86350/160000] lr: 1.585e-05, eta: 12:52:54, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1903, decode.acc_seg: 91.9955, aux.loss_ce: 0.1190, aux.acc_seg: 88.4329, loss: 0.3092 2024-03-04 20:59:54,832 - mmseg - INFO - Iter [86400/160000] lr: 1.584e-05, eta: 12:52:22, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1944, decode.acc_seg: 91.7795, aux.loss_ce: 0.1220, aux.acc_seg: 88.0115, loss: 0.3164 2024-03-04 21:00:25,366 - mmseg - INFO - Iter [86450/160000] lr: 1.583e-05, eta: 12:51:49, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2057, decode.acc_seg: 91.6765, aux.loss_ce: 0.1261, aux.acc_seg: 87.6981, loss: 0.3318 2024-03-04 21:00:56,073 - mmseg - INFO - Iter [86500/160000] lr: 1.582e-05, eta: 12:51:17, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1947, decode.acc_seg: 91.6485, aux.loss_ce: 0.1187, aux.acc_seg: 88.1348, loss: 0.3134 2024-03-04 21:01:26,624 - mmseg - INFO - Iter [86550/160000] lr: 1.581e-05, eta: 12:50:45, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2007, decode.acc_seg: 91.3224, aux.loss_ce: 0.1248, aux.acc_seg: 87.5370, loss: 0.3254 2024-03-04 21:01:57,143 - mmseg - INFO - Iter [86600/160000] lr: 1.580e-05, eta: 12:50:13, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2091, decode.acc_seg: 90.9611, aux.loss_ce: 0.1295, aux.acc_seg: 87.0771, loss: 0.3386 2024-03-04 21:02:27,804 - mmseg - INFO - Iter [86650/160000] lr: 1.579e-05, eta: 12:49:40, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2013, decode.acc_seg: 91.3266, aux.loss_ce: 0.1266, aux.acc_seg: 87.7362, loss: 0.3279 2024-03-04 21:02:58,549 - mmseg - INFO - Iter [86700/160000] lr: 1.578e-05, eta: 12:49:08, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1923, decode.acc_seg: 91.7375, aux.loss_ce: 0.1218, aux.acc_seg: 88.0831, loss: 0.3141 2024-03-04 21:03:29,120 - mmseg - INFO - Iter [86750/160000] lr: 1.577e-05, eta: 12:48:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2155, decode.acc_seg: 91.1073, aux.loss_ce: 0.1342, aux.acc_seg: 87.2013, loss: 0.3498 2024-03-04 21:03:59,948 - mmseg - INFO - Iter [86800/160000] lr: 1.576e-05, eta: 12:48:04, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1948, decode.acc_seg: 91.9128, aux.loss_ce: 0.1221, aux.acc_seg: 88.0608, loss: 0.3169 2024-03-04 21:04:30,713 - mmseg - INFO - Iter [86850/160000] lr: 1.574e-05, eta: 12:47:32, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1830, decode.acc_seg: 92.1043, aux.loss_ce: 0.1153, aux.acc_seg: 88.6474, loss: 0.2983 2024-03-04 21:05:01,710 - mmseg - INFO - Iter [86900/160000] lr: 1.573e-05, eta: 12:47:00, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2055, decode.acc_seg: 91.2255, aux.loss_ce: 0.1260, aux.acc_seg: 87.6682, loss: 0.3315 2024-03-04 21:05:32,539 - mmseg - INFO - Iter [86950/160000] lr: 1.572e-05, eta: 12:46:28, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1953, decode.acc_seg: 91.7319, aux.loss_ce: 0.1197, aux.acc_seg: 88.1042, loss: 0.3150 2024-03-04 21:06:03,348 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:06:03,348 - mmseg - INFO - Iter [87000/160000] lr: 1.571e-05, eta: 12:45:56, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2140, decode.acc_seg: 91.3665, aux.loss_ce: 0.1262, aux.acc_seg: 87.9677, loss: 0.3401 2024-03-04 21:06:34,142 - mmseg - INFO - Iter [87050/160000] lr: 1.570e-05, eta: 12:45:24, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2017, decode.acc_seg: 91.5457, aux.loss_ce: 0.1246, aux.acc_seg: 87.8412, loss: 0.3264 2024-03-04 21:07:04,889 - mmseg - INFO - Iter [87100/160000] lr: 1.569e-05, eta: 12:44:52, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1972, decode.acc_seg: 91.5382, aux.loss_ce: 0.1242, aux.acc_seg: 87.6210, loss: 0.3214 2024-03-04 21:07:38,455 - mmseg - INFO - Iter [87150/160000] lr: 1.568e-05, eta: 12:44:22, time: 0.671, data_time: 0.059, memory: 7582, decode.loss_ce: 0.1887, decode.acc_seg: 91.9634, aux.loss_ce: 0.1167, aux.acc_seg: 88.4716, loss: 0.3054 2024-03-04 21:08:09,101 - mmseg - INFO - Iter [87200/160000] lr: 1.567e-05, eta: 12:43:50, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1973, decode.acc_seg: 91.8213, aux.loss_ce: 0.1181, aux.acc_seg: 88.6176, loss: 0.3154 2024-03-04 21:08:39,585 - mmseg - INFO - Iter [87250/160000] lr: 1.566e-05, eta: 12:43:18, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1796, decode.acc_seg: 92.3860, aux.loss_ce: 0.1134, aux.acc_seg: 88.8975, loss: 0.2929 2024-03-04 21:09:10,053 - mmseg - INFO - Iter [87300/160000] lr: 1.565e-05, eta: 12:42:45, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1998, decode.acc_seg: 91.8333, aux.loss_ce: 0.1230, aux.acc_seg: 88.3064, loss: 0.3228 2024-03-04 21:09:40,653 - mmseg - INFO - Iter [87350/160000] lr: 1.564e-05, eta: 12:42:13, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1953, decode.acc_seg: 92.0686, aux.loss_ce: 0.1217, aux.acc_seg: 88.7005, loss: 0.3171 2024-03-04 21:10:11,263 - mmseg - INFO - Iter [87400/160000] lr: 1.563e-05, eta: 12:41:41, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1861, decode.acc_seg: 92.1016, aux.loss_ce: 0.1194, aux.acc_seg: 88.2870, loss: 0.3055 2024-03-04 21:10:41,883 - mmseg - INFO - Iter [87450/160000] lr: 1.562e-05, eta: 12:41:09, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1992, decode.acc_seg: 91.7009, aux.loss_ce: 0.1248, aux.acc_seg: 87.8593, loss: 0.3240 2024-03-04 21:11:12,527 - mmseg - INFO - Iter [87500/160000] lr: 1.560e-05, eta: 12:40:37, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1976, decode.acc_seg: 91.6561, aux.loss_ce: 0.1239, aux.acc_seg: 87.8108, loss: 0.3216 2024-03-04 21:11:43,128 - mmseg - INFO - Iter [87550/160000] lr: 1.559e-05, eta: 12:40:04, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1917, decode.acc_seg: 92.0513, aux.loss_ce: 0.1180, aux.acc_seg: 88.3465, loss: 0.3097 2024-03-04 21:12:13,770 - mmseg - INFO - Iter [87600/160000] lr: 1.558e-05, eta: 12:39:32, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2045, decode.acc_seg: 91.3483, aux.loss_ce: 0.1310, aux.acc_seg: 87.3640, loss: 0.3354 2024-03-04 21:12:44,396 - mmseg - INFO - Iter [87650/160000] lr: 1.557e-05, eta: 12:39:00, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1984, decode.acc_seg: 91.7506, aux.loss_ce: 0.1204, aux.acc_seg: 88.3908, loss: 0.3188 2024-03-04 21:13:15,006 - mmseg - INFO - Iter [87700/160000] lr: 1.556e-05, eta: 12:38:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1893, decode.acc_seg: 91.8403, aux.loss_ce: 0.1200, aux.acc_seg: 87.8880, loss: 0.3093 2024-03-04 21:13:45,663 - mmseg - INFO - Iter [87750/160000] lr: 1.555e-05, eta: 12:37:56, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2039, decode.acc_seg: 91.5247, aux.loss_ce: 0.1277, aux.acc_seg: 87.5408, loss: 0.3316 2024-03-04 21:14:16,510 - mmseg - INFO - Iter [87800/160000] lr: 1.554e-05, eta: 12:37:24, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1983, decode.acc_seg: 91.5251, aux.loss_ce: 0.1250, aux.acc_seg: 87.6526, loss: 0.3233 2024-03-04 21:14:47,239 - mmseg - INFO - Iter [87850/160000] lr: 1.553e-05, eta: 12:36:52, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1973, decode.acc_seg: 91.7499, aux.loss_ce: 0.1254, aux.acc_seg: 87.9620, loss: 0.3227 2024-03-04 21:15:18,222 - mmseg - INFO - Iter [87900/160000] lr: 1.552e-05, eta: 12:36:20, time: 0.620, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1930, decode.acc_seg: 91.8425, aux.loss_ce: 0.1216, aux.acc_seg: 87.8947, loss: 0.3146 2024-03-04 21:15:49,116 - mmseg - INFO - Iter [87950/160000] lr: 1.551e-05, eta: 12:35:48, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2055, decode.acc_seg: 91.3288, aux.loss_ce: 0.1230, aux.acc_seg: 87.8581, loss: 0.3285 2024-03-04 21:16:19,781 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:16:19,782 - mmseg - INFO - Iter [88000/160000] lr: 1.550e-05, eta: 12:35:16, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2082, decode.acc_seg: 91.3315, aux.loss_ce: 0.1292, aux.acc_seg: 87.4895, loss: 0.3373 2024-03-04 21:16:50,832 - mmseg - INFO - Iter [88050/160000] lr: 1.549e-05, eta: 12:34:44, time: 0.621, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2002, decode.acc_seg: 91.6492, aux.loss_ce: 0.1246, aux.acc_seg: 87.9453, loss: 0.3248 2024-03-04 21:17:21,545 - mmseg - INFO - Iter [88100/160000] lr: 1.548e-05, eta: 12:34:12, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1970, decode.acc_seg: 91.5222, aux.loss_ce: 0.1244, aux.acc_seg: 87.5581, loss: 0.3214 2024-03-04 21:17:52,138 - mmseg - INFO - Iter [88150/160000] lr: 1.546e-05, eta: 12:33:40, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2052, decode.acc_seg: 91.3510, aux.loss_ce: 0.1274, aux.acc_seg: 87.3769, loss: 0.3326 2024-03-04 21:18:22,741 - mmseg - INFO - Iter [88200/160000] lr: 1.545e-05, eta: 12:33:07, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1950, decode.acc_seg: 91.8545, aux.loss_ce: 0.1198, aux.acc_seg: 88.2820, loss: 0.3148 2024-03-04 21:18:53,455 - mmseg - INFO - Iter [88250/160000] lr: 1.544e-05, eta: 12:32:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2030, decode.acc_seg: 91.3670, aux.loss_ce: 0.1261, aux.acc_seg: 87.7428, loss: 0.3291 2024-03-04 21:19:24,193 - mmseg - INFO - Iter [88300/160000] lr: 1.543e-05, eta: 12:32:03, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2042, decode.acc_seg: 91.3559, aux.loss_ce: 0.1241, aux.acc_seg: 87.7790, loss: 0.3283 2024-03-04 21:19:54,919 - mmseg - INFO - Iter [88350/160000] lr: 1.542e-05, eta: 12:31:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1957, decode.acc_seg: 91.7956, aux.loss_ce: 0.1231, aux.acc_seg: 88.0559, loss: 0.3189 2024-03-04 21:20:25,711 - mmseg - INFO - Iter [88400/160000] lr: 1.541e-05, eta: 12:30:59, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2101, decode.acc_seg: 91.0682, aux.loss_ce: 0.1260, aux.acc_seg: 87.3821, loss: 0.3361 2024-03-04 21:20:59,512 - mmseg - INFO - Iter [88450/160000] lr: 1.540e-05, eta: 12:30:30, time: 0.676, data_time: 0.056, memory: 7582, decode.loss_ce: 0.2056, decode.acc_seg: 91.4079, aux.loss_ce: 0.1229, aux.acc_seg: 88.0258, loss: 0.3285 2024-03-04 21:21:30,215 - mmseg - INFO - Iter [88500/160000] lr: 1.539e-05, eta: 12:29:58, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.2178, decode.acc_seg: 91.0992, aux.loss_ce: 0.1321, aux.acc_seg: 87.3319, loss: 0.3499 2024-03-04 21:22:00,909 - mmseg - INFO - Iter [88550/160000] lr: 1.538e-05, eta: 12:29:25, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2093, decode.acc_seg: 91.2660, aux.loss_ce: 0.1282, aux.acc_seg: 87.5628, loss: 0.3375 2024-03-04 21:22:31,319 - mmseg - INFO - Iter [88600/160000] lr: 1.537e-05, eta: 12:28:53, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1995, decode.acc_seg: 91.6589, aux.loss_ce: 0.1261, aux.acc_seg: 87.5817, loss: 0.3256 2024-03-04 21:23:01,956 - mmseg - INFO - Iter [88650/160000] lr: 1.536e-05, eta: 12:28:21, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.8062, aux.loss_ce: 0.1176, aux.acc_seg: 88.3677, loss: 0.3132 2024-03-04 21:23:32,485 - mmseg - INFO - Iter [88700/160000] lr: 1.535e-05, eta: 12:27:49, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1871, decode.acc_seg: 91.9633, aux.loss_ce: 0.1188, aux.acc_seg: 88.1017, loss: 0.3059 2024-03-04 21:24:03,245 - mmseg - INFO - Iter [88750/160000] lr: 1.534e-05, eta: 12:27:17, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1990, decode.acc_seg: 91.6304, aux.loss_ce: 0.1273, aux.acc_seg: 87.6497, loss: 0.3263 2024-03-04 21:24:33,924 - mmseg - INFO - Iter [88800/160000] lr: 1.532e-05, eta: 12:26:45, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1975, decode.acc_seg: 91.7242, aux.loss_ce: 0.1202, aux.acc_seg: 88.3500, loss: 0.3178 2024-03-04 21:25:04,611 - mmseg - INFO - Iter [88850/160000] lr: 1.531e-05, eta: 12:26:13, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1963, decode.acc_seg: 91.7759, aux.loss_ce: 0.1237, aux.acc_seg: 87.8734, loss: 0.3200 2024-03-04 21:25:35,370 - mmseg - INFO - Iter [88900/160000] lr: 1.530e-05, eta: 12:25:41, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1883, decode.acc_seg: 92.0653, aux.loss_ce: 0.1187, aux.acc_seg: 88.3688, loss: 0.3070 2024-03-04 21:26:05,915 - mmseg - INFO - Iter [88950/160000] lr: 1.529e-05, eta: 12:25:08, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.7468, aux.loss_ce: 0.1222, aux.acc_seg: 88.0912, loss: 0.3178 2024-03-04 21:26:36,374 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:26:36,374 - mmseg - INFO - Iter [89000/160000] lr: 1.528e-05, eta: 12:24:36, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2055, decode.acc_seg: 91.4646, aux.loss_ce: 0.1256, aux.acc_seg: 87.7777, loss: 0.3311 2024-03-04 21:27:07,039 - mmseg - INFO - Iter [89050/160000] lr: 1.527e-05, eta: 12:24:04, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2085, decode.acc_seg: 91.3785, aux.loss_ce: 0.1264, aux.acc_seg: 87.7545, loss: 0.3348 2024-03-04 21:27:37,698 - mmseg - INFO - Iter [89100/160000] lr: 1.526e-05, eta: 12:23:32, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2110, decode.acc_seg: 91.2526, aux.loss_ce: 0.1252, aux.acc_seg: 87.9626, loss: 0.3362 2024-03-04 21:28:08,303 - mmseg - INFO - Iter [89150/160000] lr: 1.525e-05, eta: 12:23:00, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1948, decode.acc_seg: 91.4049, aux.loss_ce: 0.1222, aux.acc_seg: 87.7006, loss: 0.3169 2024-03-04 21:28:39,217 - mmseg - INFO - Iter [89200/160000] lr: 1.524e-05, eta: 12:22:28, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1856, decode.acc_seg: 92.0731, aux.loss_ce: 0.1159, aux.acc_seg: 88.7263, loss: 0.3015 2024-03-04 21:29:09,944 - mmseg - INFO - Iter [89250/160000] lr: 1.523e-05, eta: 12:21:56, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2129, decode.acc_seg: 91.3838, aux.loss_ce: 0.1251, aux.acc_seg: 87.7993, loss: 0.3380 2024-03-04 21:29:40,498 - mmseg - INFO - Iter [89300/160000] lr: 1.522e-05, eta: 12:21:24, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2063, decode.acc_seg: 91.3812, aux.loss_ce: 0.1274, aux.acc_seg: 87.5099, loss: 0.3338 2024-03-04 21:30:11,371 - mmseg - INFO - Iter [89350/160000] lr: 1.521e-05, eta: 12:20:52, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1951, decode.acc_seg: 91.8860, aux.loss_ce: 0.1231, aux.acc_seg: 88.3813, loss: 0.3183 2024-03-04 21:30:42,182 - mmseg - INFO - Iter [89400/160000] lr: 1.520e-05, eta: 12:20:20, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1931, decode.acc_seg: 91.7968, aux.loss_ce: 0.1249, aux.acc_seg: 87.6664, loss: 0.3180 2024-03-04 21:31:12,902 - mmseg - INFO - Iter [89450/160000] lr: 1.518e-05, eta: 12:19:48, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1979, decode.acc_seg: 91.8379, aux.loss_ce: 0.1217, aux.acc_seg: 88.1094, loss: 0.3196 2024-03-04 21:31:43,609 - mmseg - INFO - Iter [89500/160000] lr: 1.517e-05, eta: 12:19:16, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1965, decode.acc_seg: 91.7308, aux.loss_ce: 0.1199, aux.acc_seg: 88.2193, loss: 0.3164 2024-03-04 21:32:14,286 - mmseg - INFO - Iter [89550/160000] lr: 1.516e-05, eta: 12:18:44, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.2068, decode.acc_seg: 91.4336, aux.loss_ce: 0.1291, aux.acc_seg: 87.4344, loss: 0.3358 2024-03-04 21:32:44,751 - mmseg - INFO - Iter [89600/160000] lr: 1.515e-05, eta: 12:18:11, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.7086, aux.loss_ce: 0.1279, aux.acc_seg: 87.6317, loss: 0.3234 2024-03-04 21:33:15,549 - mmseg - INFO - Iter [89650/160000] lr: 1.514e-05, eta: 12:17:39, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1875, decode.acc_seg: 92.1190, aux.loss_ce: 0.1142, aux.acc_seg: 88.9739, loss: 0.3017 2024-03-04 21:33:49,290 - mmseg - INFO - Iter [89700/160000] lr: 1.513e-05, eta: 12:17:10, time: 0.675, data_time: 0.067, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.7712, aux.loss_ce: 0.1255, aux.acc_seg: 87.9799, loss: 0.3211 2024-03-04 21:34:19,955 - mmseg - INFO - Iter [89750/160000] lr: 1.512e-05, eta: 12:16:38, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1824, decode.acc_seg: 92.2616, aux.loss_ce: 0.1130, aux.acc_seg: 88.9615, loss: 0.2954 2024-03-04 21:34:50,703 - mmseg - INFO - Iter [89800/160000] lr: 1.511e-05, eta: 12:16:06, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1857, decode.acc_seg: 92.1424, aux.loss_ce: 0.1166, aux.acc_seg: 88.6090, loss: 0.3023 2024-03-04 21:35:21,406 - mmseg - INFO - Iter [89850/160000] lr: 1.510e-05, eta: 12:15:34, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1907, decode.acc_seg: 92.1016, aux.loss_ce: 0.1167, aux.acc_seg: 88.5667, loss: 0.3073 2024-03-04 21:35:52,041 - mmseg - INFO - Iter [89900/160000] lr: 1.509e-05, eta: 12:15:01, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1958, decode.acc_seg: 91.6274, aux.loss_ce: 0.1201, aux.acc_seg: 87.9995, loss: 0.3159 2024-03-04 21:36:22,630 - mmseg - INFO - Iter [89950/160000] lr: 1.508e-05, eta: 12:14:29, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1864, decode.acc_seg: 92.2569, aux.loss_ce: 0.1145, aux.acc_seg: 88.8768, loss: 0.3009 2024-03-04 21:36:53,613 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:36:53,614 - mmseg - INFO - Iter [90000/160000] lr: 1.507e-05, eta: 12:13:57, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1882, decode.acc_seg: 91.9365, aux.loss_ce: 0.1145, aux.acc_seg: 88.5266, loss: 0.3027 2024-03-04 21:37:24,289 - mmseg - INFO - Iter [90050/160000] lr: 1.506e-05, eta: 12:13:25, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1843, decode.acc_seg: 92.1930, aux.loss_ce: 0.1139, aux.acc_seg: 88.7484, loss: 0.2983 2024-03-04 21:37:55,001 - mmseg - INFO - Iter [90100/160000] lr: 1.505e-05, eta: 12:12:53, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2014, decode.acc_seg: 91.5185, aux.loss_ce: 0.1244, aux.acc_seg: 87.9104, loss: 0.3258 2024-03-04 21:38:25,517 - mmseg - INFO - Iter [90150/160000] lr: 1.503e-05, eta: 12:12:21, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1867, decode.acc_seg: 92.0972, aux.loss_ce: 0.1153, aux.acc_seg: 88.7755, loss: 0.3020 2024-03-04 21:38:56,225 - mmseg - INFO - Iter [90200/160000] lr: 1.502e-05, eta: 12:11:49, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1930, decode.acc_seg: 91.8337, aux.loss_ce: 0.1209, aux.acc_seg: 87.9140, loss: 0.3140 2024-03-04 21:39:26,998 - mmseg - INFO - Iter [90250/160000] lr: 1.501e-05, eta: 12:11:17, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1946, decode.acc_seg: 91.7037, aux.loss_ce: 0.1170, aux.acc_seg: 88.3903, loss: 0.3117 2024-03-04 21:39:57,502 - mmseg - INFO - Iter [90300/160000] lr: 1.500e-05, eta: 12:10:45, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1943, decode.acc_seg: 91.7016, aux.loss_ce: 0.1177, aux.acc_seg: 88.4154, loss: 0.3120 2024-03-04 21:40:28,265 - mmseg - INFO - Iter [90350/160000] lr: 1.499e-05, eta: 12:10:13, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1855, decode.acc_seg: 92.0367, aux.loss_ce: 0.1134, aux.acc_seg: 88.5326, loss: 0.2990 2024-03-04 21:40:59,034 - mmseg - INFO - Iter [90400/160000] lr: 1.498e-05, eta: 12:09:41, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1909, decode.acc_seg: 92.0381, aux.loss_ce: 0.1197, aux.acc_seg: 88.4921, loss: 0.3106 2024-03-04 21:41:29,913 - mmseg - INFO - Iter [90450/160000] lr: 1.497e-05, eta: 12:09:09, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1991, decode.acc_seg: 91.5871, aux.loss_ce: 0.1227, aux.acc_seg: 88.1353, loss: 0.3218 2024-03-04 21:42:00,477 - mmseg - INFO - Iter [90500/160000] lr: 1.496e-05, eta: 12:08:37, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2019, decode.acc_seg: 91.6458, aux.loss_ce: 0.1257, aux.acc_seg: 87.9098, loss: 0.3276 2024-03-04 21:42:31,152 - mmseg - INFO - Iter [90550/160000] lr: 1.495e-05, eta: 12:08:05, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1873, decode.acc_seg: 92.1174, aux.loss_ce: 0.1200, aux.acc_seg: 88.2455, loss: 0.3073 2024-03-04 21:43:01,823 - mmseg - INFO - Iter [90600/160000] lr: 1.494e-05, eta: 12:07:33, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1940, decode.acc_seg: 91.7901, aux.loss_ce: 0.1223, aux.acc_seg: 87.9182, loss: 0.3163 2024-03-04 21:43:32,580 - mmseg - INFO - Iter [90650/160000] lr: 1.493e-05, eta: 12:07:01, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1938, decode.acc_seg: 91.7622, aux.loss_ce: 0.1179, aux.acc_seg: 88.5117, loss: 0.3116 2024-03-04 21:44:03,219 - mmseg - INFO - Iter [90700/160000] lr: 1.492e-05, eta: 12:06:29, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1931, decode.acc_seg: 91.9850, aux.loss_ce: 0.1146, aux.acc_seg: 88.7830, loss: 0.3077 2024-03-04 21:44:33,955 - mmseg - INFO - Iter [90750/160000] lr: 1.491e-05, eta: 12:05:57, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1872, decode.acc_seg: 92.1658, aux.loss_ce: 0.1190, aux.acc_seg: 88.3663, loss: 0.3062 2024-03-04 21:45:04,666 - mmseg - INFO - Iter [90800/160000] lr: 1.489e-05, eta: 12:05:25, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1877, decode.acc_seg: 91.9744, aux.loss_ce: 0.1175, aux.acc_seg: 88.2578, loss: 0.3053 2024-03-04 21:45:35,344 - mmseg - INFO - Iter [90850/160000] lr: 1.488e-05, eta: 12:04:53, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2030, decode.acc_seg: 91.4291, aux.loss_ce: 0.1270, aux.acc_seg: 87.6446, loss: 0.3301 2024-03-04 21:46:05,884 - mmseg - INFO - Iter [90900/160000] lr: 1.487e-05, eta: 12:04:21, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1968, decode.acc_seg: 91.7433, aux.loss_ce: 0.1231, aux.acc_seg: 87.8719, loss: 0.3199 2024-03-04 21:46:39,507 - mmseg - INFO - Iter [90950/160000] lr: 1.486e-05, eta: 12:03:51, time: 0.672, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1917, decode.acc_seg: 91.6070, aux.loss_ce: 0.1170, aux.acc_seg: 88.1467, loss: 0.3087 2024-03-04 21:47:10,210 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:47:10,210 - mmseg - INFO - Iter [91000/160000] lr: 1.485e-05, eta: 12:03:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1909, decode.acc_seg: 91.9950, aux.loss_ce: 0.1181, aux.acc_seg: 88.3836, loss: 0.3090 2024-03-04 21:47:40,662 - mmseg - INFO - Iter [91050/160000] lr: 1.484e-05, eta: 12:02:47, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1966, decode.acc_seg: 91.8461, aux.loss_ce: 0.1182, aux.acc_seg: 88.4476, loss: 0.3147 2024-03-04 21:48:11,316 - mmseg - INFO - Iter [91100/160000] lr: 1.483e-05, eta: 12:02:15, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1817, decode.acc_seg: 92.1973, aux.loss_ce: 0.1133, aux.acc_seg: 88.6679, loss: 0.2950 2024-03-04 21:48:41,914 - mmseg - INFO - Iter [91150/160000] lr: 1.482e-05, eta: 12:01:43, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1854, decode.acc_seg: 92.1590, aux.loss_ce: 0.1189, aux.acc_seg: 88.3812, loss: 0.3043 2024-03-04 21:49:12,559 - mmseg - INFO - Iter [91200/160000] lr: 1.481e-05, eta: 12:01:10, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1997, decode.acc_seg: 91.7095, aux.loss_ce: 0.1223, aux.acc_seg: 88.3200, loss: 0.3220 2024-03-04 21:49:43,224 - mmseg - INFO - Iter [91250/160000] lr: 1.480e-05, eta: 12:00:38, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1945, decode.acc_seg: 91.8255, aux.loss_ce: 0.1204, aux.acc_seg: 88.3383, loss: 0.3149 2024-03-04 21:50:13,799 - mmseg - INFO - Iter [91300/160000] lr: 1.479e-05, eta: 12:00:06, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2047, decode.acc_seg: 91.4181, aux.loss_ce: 0.1258, aux.acc_seg: 87.4839, loss: 0.3305 2024-03-04 21:50:44,636 - mmseg - INFO - Iter [91350/160000] lr: 1.478e-05, eta: 11:59:34, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1935, decode.acc_seg: 92.0949, aux.loss_ce: 0.1175, aux.acc_seg: 88.5217, loss: 0.3110 2024-03-04 21:51:15,359 - mmseg - INFO - Iter [91400/160000] lr: 1.477e-05, eta: 11:59:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1890, decode.acc_seg: 91.9450, aux.loss_ce: 0.1166, aux.acc_seg: 88.3835, loss: 0.3057 2024-03-04 21:51:45,787 - mmseg - INFO - Iter [91450/160000] lr: 1.475e-05, eta: 11:58:30, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1825, decode.acc_seg: 92.1823, aux.loss_ce: 0.1151, aux.acc_seg: 88.6290, loss: 0.2977 2024-03-04 21:52:16,600 - mmseg - INFO - Iter [91500/160000] lr: 1.474e-05, eta: 11:57:58, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1902, decode.acc_seg: 92.1066, aux.loss_ce: 0.1169, aux.acc_seg: 88.4962, loss: 0.3071 2024-03-04 21:52:47,368 - mmseg - INFO - Iter [91550/160000] lr: 1.473e-05, eta: 11:57:26, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2005, decode.acc_seg: 91.7033, aux.loss_ce: 0.1222, aux.acc_seg: 88.0829, loss: 0.3227 2024-03-04 21:53:17,983 - mmseg - INFO - Iter [91600/160000] lr: 1.472e-05, eta: 11:56:54, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1817, decode.acc_seg: 92.0418, aux.loss_ce: 0.1137, aux.acc_seg: 88.3211, loss: 0.2954 2024-03-04 21:53:48,599 - mmseg - INFO - Iter [91650/160000] lr: 1.471e-05, eta: 11:56:22, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1898, decode.acc_seg: 91.7910, aux.loss_ce: 0.1200, aux.acc_seg: 87.8959, loss: 0.3098 2024-03-04 21:54:19,400 - mmseg - INFO - Iter [91700/160000] lr: 1.470e-05, eta: 11:55:50, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1877, decode.acc_seg: 91.9382, aux.loss_ce: 0.1206, aux.acc_seg: 87.9524, loss: 0.3084 2024-03-04 21:54:50,207 - mmseg - INFO - Iter [91750/160000] lr: 1.469e-05, eta: 11:55:18, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1946, decode.acc_seg: 91.7084, aux.loss_ce: 0.1235, aux.acc_seg: 87.8592, loss: 0.3181 2024-03-04 21:55:20,923 - mmseg - INFO - Iter [91800/160000] lr: 1.468e-05, eta: 11:54:46, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1989, decode.acc_seg: 91.6664, aux.loss_ce: 0.1246, aux.acc_seg: 88.2088, loss: 0.3235 2024-03-04 21:55:51,810 - mmseg - INFO - Iter [91850/160000] lr: 1.467e-05, eta: 11:54:15, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1942, decode.acc_seg: 91.9016, aux.loss_ce: 0.1163, aux.acc_seg: 88.5097, loss: 0.3105 2024-03-04 21:56:22,484 - mmseg - INFO - Iter [91900/160000] lr: 1.466e-05, eta: 11:53:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1956, decode.acc_seg: 91.9338, aux.loss_ce: 0.1237, aux.acc_seg: 88.1664, loss: 0.3193 2024-03-04 21:56:53,175 - mmseg - INFO - Iter [91950/160000] lr: 1.465e-05, eta: 11:53:11, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1932, decode.acc_seg: 91.8480, aux.loss_ce: 0.1203, aux.acc_seg: 88.2498, loss: 0.3135 2024-03-04 21:57:23,795 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 21:57:23,795 - mmseg - INFO - Iter [92000/160000] lr: 1.464e-05, eta: 11:52:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1901, decode.acc_seg: 91.8756, aux.loss_ce: 0.1180, aux.acc_seg: 88.3451, loss: 0.3081 2024-03-04 21:57:54,643 - mmseg - INFO - Iter [92050/160000] lr: 1.463e-05, eta: 11:52:07, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2127, decode.acc_seg: 91.1839, aux.loss_ce: 0.1285, aux.acc_seg: 87.3350, loss: 0.3411 2024-03-04 21:58:25,121 - mmseg - INFO - Iter [92100/160000] lr: 1.461e-05, eta: 11:51:34, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1968, decode.acc_seg: 91.4844, aux.loss_ce: 0.1195, aux.acc_seg: 88.1867, loss: 0.3163 2024-03-04 21:58:55,863 - mmseg - INFO - Iter [92150/160000] lr: 1.460e-05, eta: 11:51:03, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1852, decode.acc_seg: 92.1805, aux.loss_ce: 0.1178, aux.acc_seg: 88.5269, loss: 0.3030 2024-03-04 21:59:29,517 - mmseg - INFO - Iter [92200/160000] lr: 1.459e-05, eta: 11:50:33, time: 0.673, data_time: 0.061, memory: 7582, decode.loss_ce: 0.1920, decode.acc_seg: 91.7555, aux.loss_ce: 0.1187, aux.acc_seg: 88.0961, loss: 0.3108 2024-03-04 22:00:00,175 - mmseg - INFO - Iter [92250/160000] lr: 1.458e-05, eta: 11:50:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1888, decode.acc_seg: 91.9586, aux.loss_ce: 0.1184, aux.acc_seg: 88.2882, loss: 0.3071 2024-03-04 22:00:30,973 - mmseg - INFO - Iter [92300/160000] lr: 1.457e-05, eta: 11:49:29, time: 0.616, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1892, decode.acc_seg: 92.0063, aux.loss_ce: 0.1175, aux.acc_seg: 88.4113, loss: 0.3067 2024-03-04 22:01:01,694 - mmseg - INFO - Iter [92350/160000] lr: 1.456e-05, eta: 11:48:57, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1861, decode.acc_seg: 91.9716, aux.loss_ce: 0.1169, aux.acc_seg: 88.3379, loss: 0.3030 2024-03-04 22:01:32,357 - mmseg - INFO - Iter [92400/160000] lr: 1.455e-05, eta: 11:48:25, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.1529, aux.loss_ce: 0.1166, aux.acc_seg: 88.0978, loss: 0.2957 2024-03-04 22:02:03,363 - mmseg - INFO - Iter [92450/160000] lr: 1.454e-05, eta: 11:47:53, time: 0.620, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1889, decode.acc_seg: 91.9516, aux.loss_ce: 0.1200, aux.acc_seg: 88.2185, loss: 0.3089 2024-03-04 22:02:34,323 - mmseg - INFO - Iter [92500/160000] lr: 1.453e-05, eta: 11:47:21, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1985, decode.acc_seg: 91.6541, aux.loss_ce: 0.1179, aux.acc_seg: 88.5051, loss: 0.3164 2024-03-04 22:03:04,921 - mmseg - INFO - Iter [92550/160000] lr: 1.452e-05, eta: 11:46:49, time: 0.612, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1962, decode.acc_seg: 91.7552, aux.loss_ce: 0.1240, aux.acc_seg: 87.9743, loss: 0.3202 2024-03-04 22:03:35,285 - mmseg - INFO - Iter [92600/160000] lr: 1.451e-05, eta: 11:46:17, time: 0.607, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1817, decode.acc_seg: 92.3726, aux.loss_ce: 0.1134, aux.acc_seg: 88.7803, loss: 0.2951 2024-03-04 22:04:06,061 - mmseg - INFO - Iter [92650/160000] lr: 1.450e-05, eta: 11:45:45, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1794, decode.acc_seg: 92.4566, aux.loss_ce: 0.1126, aux.acc_seg: 88.9573, loss: 0.2919 2024-03-04 22:04:36,692 - mmseg - INFO - Iter [92700/160000] lr: 1.449e-05, eta: 11:45:13, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1859, decode.acc_seg: 92.1125, aux.loss_ce: 0.1163, aux.acc_seg: 88.4277, loss: 0.3021 2024-03-04 22:05:07,292 - mmseg - INFO - Iter [92750/160000] lr: 1.447e-05, eta: 11:44:41, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1889, decode.acc_seg: 92.0176, aux.loss_ce: 0.1164, aux.acc_seg: 88.6523, loss: 0.3053 2024-03-04 22:05:38,017 - mmseg - INFO - Iter [92800/160000] lr: 1.446e-05, eta: 11:44:09, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1890, decode.acc_seg: 92.0761, aux.loss_ce: 0.1179, aux.acc_seg: 88.5277, loss: 0.3068 2024-03-04 22:06:08,840 - mmseg - INFO - Iter [92850/160000] lr: 1.445e-05, eta: 11:43:37, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1932, decode.acc_seg: 91.8752, aux.loss_ce: 0.1207, aux.acc_seg: 88.2407, loss: 0.3140 2024-03-04 22:06:39,630 - mmseg - INFO - Iter [92900/160000] lr: 1.444e-05, eta: 11:43:05, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1896, decode.acc_seg: 91.7229, aux.loss_ce: 0.1196, aux.acc_seg: 87.9526, loss: 0.3092 2024-03-04 22:07:10,354 - mmseg - INFO - Iter [92950/160000] lr: 1.443e-05, eta: 11:42:33, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1770, decode.acc_seg: 92.4149, aux.loss_ce: 0.1110, aux.acc_seg: 88.9226, loss: 0.2880 2024-03-04 22:07:41,160 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:07:41,161 - mmseg - INFO - Iter [93000/160000] lr: 1.442e-05, eta: 11:42:01, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1968, decode.acc_seg: 91.7597, aux.loss_ce: 0.1237, aux.acc_seg: 88.0046, loss: 0.3205 2024-03-04 22:08:11,809 - mmseg - INFO - Iter [93050/160000] lr: 1.441e-05, eta: 11:41:29, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1932, decode.acc_seg: 91.8932, aux.loss_ce: 0.1204, aux.acc_seg: 88.2789, loss: 0.3135 2024-03-04 22:08:42,557 - mmseg - INFO - Iter [93100/160000] lr: 1.440e-05, eta: 11:40:58, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1869, decode.acc_seg: 92.1910, aux.loss_ce: 0.1140, aux.acc_seg: 88.9320, loss: 0.3009 2024-03-04 22:09:12,919 - mmseg - INFO - Iter [93150/160000] lr: 1.439e-05, eta: 11:40:25, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1980, decode.acc_seg: 91.4708, aux.loss_ce: 0.1231, aux.acc_seg: 87.8301, loss: 0.3211 2024-03-04 22:09:43,746 - mmseg - INFO - Iter [93200/160000] lr: 1.438e-05, eta: 11:39:53, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1934, decode.acc_seg: 91.8153, aux.loss_ce: 0.1210, aux.acc_seg: 88.0235, loss: 0.3144 2024-03-04 22:10:14,535 - mmseg - INFO - Iter [93250/160000] lr: 1.437e-05, eta: 11:39:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1902, decode.acc_seg: 91.8608, aux.loss_ce: 0.1192, aux.acc_seg: 88.2447, loss: 0.3094 2024-03-04 22:10:45,244 - mmseg - INFO - Iter [93300/160000] lr: 1.436e-05, eta: 11:38:50, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1932, decode.acc_seg: 91.7134, aux.loss_ce: 0.1157, aux.acc_seg: 88.5970, loss: 0.3090 2024-03-04 22:11:16,101 - mmseg - INFO - Iter [93350/160000] lr: 1.435e-05, eta: 11:38:18, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1982, decode.acc_seg: 91.6565, aux.loss_ce: 0.1234, aux.acc_seg: 87.6803, loss: 0.3216 2024-03-04 22:11:46,910 - mmseg - INFO - Iter [93400/160000] lr: 1.433e-05, eta: 11:37:46, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.2006, decode.acc_seg: 91.4082, aux.loss_ce: 0.1282, aux.acc_seg: 87.0434, loss: 0.3287 2024-03-04 22:12:17,588 - mmseg - INFO - Iter [93450/160000] lr: 1.432e-05, eta: 11:37:14, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1852, decode.acc_seg: 92.0051, aux.loss_ce: 0.1166, aux.acc_seg: 88.2855, loss: 0.3018 2024-03-04 22:12:51,389 - mmseg - INFO - Iter [93500/160000] lr: 1.431e-05, eta: 11:36:44, time: 0.676, data_time: 0.072, memory: 7582, decode.loss_ce: 0.1904, decode.acc_seg: 91.9508, aux.loss_ce: 0.1188, aux.acc_seg: 88.3930, loss: 0.3092 2024-03-04 22:13:22,291 - mmseg - INFO - Iter [93550/160000] lr: 1.430e-05, eta: 11:36:12, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1866, decode.acc_seg: 92.0538, aux.loss_ce: 0.1152, aux.acc_seg: 88.5469, loss: 0.3018 2024-03-04 22:13:53,121 - mmseg - INFO - Iter [93600/160000] lr: 1.429e-05, eta: 11:35:41, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1833, decode.acc_seg: 92.3446, aux.loss_ce: 0.1147, aux.acc_seg: 88.6722, loss: 0.2980 2024-03-04 22:14:23,932 - mmseg - INFO - Iter [93650/160000] lr: 1.428e-05, eta: 11:35:09, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1913, decode.acc_seg: 91.8317, aux.loss_ce: 0.1155, aux.acc_seg: 88.6014, loss: 0.3067 2024-03-04 22:14:54,789 - mmseg - INFO - Iter [93700/160000] lr: 1.427e-05, eta: 11:34:37, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1741, decode.acc_seg: 92.5962, aux.loss_ce: 0.1111, aux.acc_seg: 89.0884, loss: 0.2852 2024-03-04 22:15:25,334 - mmseg - INFO - Iter [93750/160000] lr: 1.426e-05, eta: 11:34:05, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1886, decode.acc_seg: 92.1320, aux.loss_ce: 0.1164, aux.acc_seg: 88.8830, loss: 0.3050 2024-03-04 22:15:55,984 - mmseg - INFO - Iter [93800/160000] lr: 1.425e-05, eta: 11:33:33, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1813, decode.acc_seg: 92.2214, aux.loss_ce: 0.1119, aux.acc_seg: 88.7424, loss: 0.2931 2024-03-04 22:16:26,666 - mmseg - INFO - Iter [93850/160000] lr: 1.424e-05, eta: 11:33:01, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1862, decode.acc_seg: 92.1403, aux.loss_ce: 0.1173, aux.acc_seg: 88.3039, loss: 0.3036 2024-03-04 22:16:57,468 - mmseg - INFO - Iter [93900/160000] lr: 1.423e-05, eta: 11:32:29, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1860, decode.acc_seg: 92.2480, aux.loss_ce: 0.1141, aux.acc_seg: 88.7846, loss: 0.3002 2024-03-04 22:17:28,313 - mmseg - INFO - Iter [93950/160000] lr: 1.422e-05, eta: 11:31:57, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1876, decode.acc_seg: 92.1603, aux.loss_ce: 0.1143, aux.acc_seg: 88.9765, loss: 0.3019 2024-03-04 22:17:59,064 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:17:59,064 - mmseg - INFO - Iter [94000/160000] lr: 1.421e-05, eta: 11:31:25, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1853, decode.acc_seg: 92.0534, aux.loss_ce: 0.1125, aux.acc_seg: 88.7948, loss: 0.2978 2024-03-04 22:18:29,960 - mmseg - INFO - Iter [94050/160000] lr: 1.419e-05, eta: 11:30:53, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1837, decode.acc_seg: 92.0134, aux.loss_ce: 0.1132, aux.acc_seg: 88.5892, loss: 0.2969 2024-03-04 22:19:00,844 - mmseg - INFO - Iter [94100/160000] lr: 1.418e-05, eta: 11:30:22, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1872, decode.acc_seg: 92.0010, aux.loss_ce: 0.1160, aux.acc_seg: 88.6075, loss: 0.3032 2024-03-04 22:19:31,570 - mmseg - INFO - Iter [94150/160000] lr: 1.417e-05, eta: 11:29:50, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1874, decode.acc_seg: 91.9316, aux.loss_ce: 0.1176, aux.acc_seg: 88.5592, loss: 0.3051 2024-03-04 22:20:02,312 - mmseg - INFO - Iter [94200/160000] lr: 1.416e-05, eta: 11:29:18, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1894, decode.acc_seg: 91.9276, aux.loss_ce: 0.1165, aux.acc_seg: 88.4758, loss: 0.3059 2024-03-04 22:20:33,022 - mmseg - INFO - Iter [94250/160000] lr: 1.415e-05, eta: 11:28:46, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1793, decode.acc_seg: 92.2953, aux.loss_ce: 0.1128, aux.acc_seg: 88.7477, loss: 0.2921 2024-03-04 22:21:03,456 - mmseg - INFO - Iter [94300/160000] lr: 1.414e-05, eta: 11:28:14, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1923, decode.acc_seg: 92.0907, aux.loss_ce: 0.1178, aux.acc_seg: 88.5610, loss: 0.3101 2024-03-04 22:21:34,063 - mmseg - INFO - Iter [94350/160000] lr: 1.413e-05, eta: 11:27:42, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1973, decode.acc_seg: 91.4107, aux.loss_ce: 0.1218, aux.acc_seg: 87.8908, loss: 0.3191 2024-03-04 22:22:04,777 - mmseg - INFO - Iter [94400/160000] lr: 1.412e-05, eta: 11:27:10, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1912, decode.acc_seg: 91.9163, aux.loss_ce: 0.1182, aux.acc_seg: 88.6212, loss: 0.3094 2024-03-04 22:22:35,464 - mmseg - INFO - Iter [94450/160000] lr: 1.411e-05, eta: 11:26:38, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1829, decode.acc_seg: 92.2988, aux.loss_ce: 0.1156, aux.acc_seg: 88.5925, loss: 0.2985 2024-03-04 22:23:06,185 - mmseg - INFO - Iter [94500/160000] lr: 1.410e-05, eta: 11:26:06, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1779, decode.acc_seg: 92.4623, aux.loss_ce: 0.1110, aux.acc_seg: 89.0225, loss: 0.2889 2024-03-04 22:23:36,631 - mmseg - INFO - Iter [94550/160000] lr: 1.409e-05, eta: 11:25:34, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1859, decode.acc_seg: 92.2515, aux.loss_ce: 0.1169, aux.acc_seg: 88.8210, loss: 0.3028 2024-03-04 22:24:07,156 - mmseg - INFO - Iter [94600/160000] lr: 1.408e-05, eta: 11:25:02, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1709, decode.acc_seg: 92.5599, aux.loss_ce: 0.1089, aux.acc_seg: 89.1061, loss: 0.2798 2024-03-04 22:24:37,988 - mmseg - INFO - Iter [94650/160000] lr: 1.407e-05, eta: 11:24:30, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1880, decode.acc_seg: 91.9610, aux.loss_ce: 0.1120, aux.acc_seg: 88.8682, loss: 0.2999 2024-03-04 22:25:08,781 - mmseg - INFO - Iter [94700/160000] lr: 1.405e-05, eta: 11:23:58, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1983, decode.acc_seg: 91.6366, aux.loss_ce: 0.1227, aux.acc_seg: 88.0421, loss: 0.3210 2024-03-04 22:25:42,549 - mmseg - INFO - Iter [94750/160000] lr: 1.404e-05, eta: 11:23:28, time: 0.675, data_time: 0.058, memory: 7582, decode.loss_ce: 0.1875, decode.acc_seg: 91.9540, aux.loss_ce: 0.1216, aux.acc_seg: 88.0624, loss: 0.3091 2024-03-04 22:26:13,322 - mmseg - INFO - Iter [94800/160000] lr: 1.403e-05, eta: 11:22:56, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1849, decode.acc_seg: 91.9615, aux.loss_ce: 0.1173, aux.acc_seg: 88.2775, loss: 0.3021 2024-03-04 22:26:44,223 - mmseg - INFO - Iter [94850/160000] lr: 1.402e-05, eta: 11:22:25, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1823, decode.acc_seg: 92.0154, aux.loss_ce: 0.1114, aux.acc_seg: 88.8276, loss: 0.2937 2024-03-04 22:27:14,983 - mmseg - INFO - Iter [94900/160000] lr: 1.401e-05, eta: 11:21:53, time: 0.615, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1757, decode.acc_seg: 92.4050, aux.loss_ce: 0.1096, aux.acc_seg: 89.1076, loss: 0.2854 2024-03-04 22:27:45,596 - mmseg - INFO - Iter [94950/160000] lr: 1.400e-05, eta: 11:21:21, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1862, decode.acc_seg: 92.1160, aux.loss_ce: 0.1173, aux.acc_seg: 88.5051, loss: 0.3035 2024-03-04 22:28:16,199 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:28:16,199 - mmseg - INFO - Iter [95000/160000] lr: 1.399e-05, eta: 11:20:49, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1891, decode.acc_seg: 91.8885, aux.loss_ce: 0.1200, aux.acc_seg: 88.1498, loss: 0.3091 2024-03-04 22:28:46,856 - mmseg - INFO - Iter [95050/160000] lr: 1.398e-05, eta: 11:20:17, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1907, decode.acc_seg: 91.9597, aux.loss_ce: 0.1166, aux.acc_seg: 88.5900, loss: 0.3073 2024-03-04 22:29:17,563 - mmseg - INFO - Iter [95100/160000] lr: 1.397e-05, eta: 11:19:45, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1815, decode.acc_seg: 92.3259, aux.loss_ce: 0.1147, aux.acc_seg: 88.6857, loss: 0.2962 2024-03-04 22:29:48,221 - mmseg - INFO - Iter [95150/160000] lr: 1.396e-05, eta: 11:19:13, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1827, decode.acc_seg: 92.4677, aux.loss_ce: 0.1152, aux.acc_seg: 89.0732, loss: 0.2980 2024-03-04 22:30:18,906 - mmseg - INFO - Iter [95200/160000] lr: 1.395e-05, eta: 11:18:41, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1771, decode.acc_seg: 92.3138, aux.loss_ce: 0.1107, aux.acc_seg: 88.8465, loss: 0.2878 2024-03-04 22:30:49,418 - mmseg - INFO - Iter [95250/160000] lr: 1.394e-05, eta: 11:18:09, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1965, decode.acc_seg: 91.6657, aux.loss_ce: 0.1203, aux.acc_seg: 88.2765, loss: 0.3168 2024-03-04 22:31:20,226 - mmseg - INFO - Iter [95300/160000] lr: 1.393e-05, eta: 11:17:37, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1752, decode.acc_seg: 92.4779, aux.loss_ce: 0.1067, aux.acc_seg: 89.3170, loss: 0.2819 2024-03-04 22:31:50,919 - mmseg - INFO - Iter [95350/160000] lr: 1.392e-05, eta: 11:17:05, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1811, decode.acc_seg: 92.2140, aux.loss_ce: 0.1131, aux.acc_seg: 88.9041, loss: 0.2942 2024-03-04 22:32:21,692 - mmseg - INFO - Iter [95400/160000] lr: 1.390e-05, eta: 11:16:33, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1993, decode.acc_seg: 91.5474, aux.loss_ce: 0.1274, aux.acc_seg: 87.7160, loss: 0.3266 2024-03-04 22:32:52,328 - mmseg - INFO - Iter [95450/160000] lr: 1.389e-05, eta: 11:16:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1947, decode.acc_seg: 91.8576, aux.loss_ce: 0.1235, aux.acc_seg: 88.0342, loss: 0.3183 2024-03-04 22:33:23,061 - mmseg - INFO - Iter [95500/160000] lr: 1.388e-05, eta: 11:15:30, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1811, decode.acc_seg: 92.1796, aux.loss_ce: 0.1138, aux.acc_seg: 88.6014, loss: 0.2949 2024-03-04 22:33:53,612 - mmseg - INFO - Iter [95550/160000] lr: 1.387e-05, eta: 11:14:58, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1817, decode.acc_seg: 92.2720, aux.loss_ce: 0.1162, aux.acc_seg: 88.5769, loss: 0.2978 2024-03-04 22:34:24,675 - mmseg - INFO - Iter [95600/160000] lr: 1.386e-05, eta: 11:14:26, time: 0.621, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1778, decode.acc_seg: 92.3176, aux.loss_ce: 0.1105, aux.acc_seg: 88.8683, loss: 0.2882 2024-03-04 22:34:55,576 - mmseg - INFO - Iter [95650/160000] lr: 1.385e-05, eta: 11:13:54, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1784, decode.acc_seg: 92.4511, aux.loss_ce: 0.1136, aux.acc_seg: 88.6952, loss: 0.2919 2024-03-04 22:35:26,259 - mmseg - INFO - Iter [95700/160000] lr: 1.384e-05, eta: 11:13:22, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1834, decode.acc_seg: 92.2471, aux.loss_ce: 0.1155, aux.acc_seg: 88.7209, loss: 0.2988 2024-03-04 22:35:56,852 - mmseg - INFO - Iter [95750/160000] lr: 1.383e-05, eta: 11:12:50, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1865, decode.acc_seg: 92.1989, aux.loss_ce: 0.1148, aux.acc_seg: 88.9035, loss: 0.3013 2024-03-04 22:36:27,396 - mmseg - INFO - Iter [95800/160000] lr: 1.382e-05, eta: 11:12:18, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1960, decode.acc_seg: 91.7274, aux.loss_ce: 0.1251, aux.acc_seg: 87.8069, loss: 0.3212 2024-03-04 22:36:57,970 - mmseg - INFO - Iter [95850/160000] lr: 1.381e-05, eta: 11:11:46, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1855, decode.acc_seg: 92.1648, aux.loss_ce: 0.1166, aux.acc_seg: 88.6650, loss: 0.3021 2024-03-04 22:37:28,549 - mmseg - INFO - Iter [95900/160000] lr: 1.380e-05, eta: 11:11:14, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2155, decode.acc_seg: 91.3077, aux.loss_ce: 0.1308, aux.acc_seg: 87.4606, loss: 0.3464 2024-03-04 22:37:59,352 - mmseg - INFO - Iter [95950/160000] lr: 1.379e-05, eta: 11:10:42, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1970, decode.acc_seg: 91.7619, aux.loss_ce: 0.1197, aux.acc_seg: 88.2961, loss: 0.3167 2024-03-04 22:38:32,891 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:38:32,891 - mmseg - INFO - Iter [96000/160000] lr: 1.378e-05, eta: 11:10:12, time: 0.671, data_time: 0.058, memory: 7582, decode.loss_ce: 0.1916, decode.acc_seg: 91.8436, aux.loss_ce: 0.1230, aux.acc_seg: 87.9123, loss: 0.3146 2024-03-04 22:41:04,478 - mmseg - INFO - per class results: 2024-03-04 22:41:04,487 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 76.65 | 89.51 | | building | 82.03 | 91.97 | | sky | 93.8 | 97.06 | | floor | 79.68 | 90.51 | | tree | 72.54 | 88.06 | | ceiling | 82.7 | 90.19 | | road | 82.46 | 90.58 | | bed | 89.1 | 95.56 | | windowpane | 61.77 | 77.56 | | grass | 69.39 | 86.14 | | cabinet | 59.67 | 70.54 | | sidewalk | 66.42 | 81.92 | | person | 81.44 | 92.62 | | earth | 30.62 | 40.77 | | door | 47.69 | 63.79 | | table | 61.81 | 78.58 | | mountain | 55.11 | 72.99 | | plant | 52.56 | 66.69 | | curtain | 74.54 | 84.88 | | chair | 57.96 | 68.74 | | car | 84.57 | 91.31 | | water | 49.33 | 63.32 | | painting | 72.06 | 85.89 | | sofa | 69.6 | 84.53 | | shelf | 43.19 | 59.59 | | house | 43.23 | 52.4 | | sea | 50.21 | 79.23 | | mirror | 65.57 | 72.06 | | rug | 46.83 | 54.38 | | field | 34.79 | 46.92 | | armchair | 45.79 | 61.72 | | seat | 63.26 | 82.51 | | fence | 37.97 | 46.22 | | desk | 50.62 | 64.7 | | rock | 41.23 | 67.93 | | wardrobe | 49.91 | 66.0 | | lamp | 63.4 | 74.27 | | bathtub | 79.23 | 87.47 | | railing | 35.86 | 52.86 | | cushion | 58.54 | 74.55 | | base | 28.34 | 34.15 | | box | 24.62 | 35.74 | | column | 44.58 | 57.83 | | signboard | 37.69 | 50.72 | | chest of drawers | 41.1 | 52.61 | | counter | 24.74 | 33.22 | | sand | 42.38 | 58.35 | | sink | 69.96 | 76.18 | | skyscraper | 57.45 | 68.42 | | fireplace | 72.32 | 86.53 | | refrigerator | 73.99 | 84.76 | | grandstand | 36.88 | 76.56 | | path | 16.22 | 24.99 | | stairs | 31.77 | 36.98 | | runway | 64.46 | 82.46 | | case | 49.02 | 72.09 | | pool table | 92.36 | 96.67 | | pillow | 55.9 | 64.47 | | screen door | 64.77 | 79.34 | | stairway | 31.44 | 38.47 | | river | 12.11 | 16.11 | | bridge | 60.51 | 68.87 | | bookcase | 45.94 | 65.97 | | blind | 50.53 | 56.77 | | coffee table | 61.15 | 77.46 | | toilet | 86.75 | 90.07 | | flower | 41.39 | 59.16 | | book | 44.02 | 64.49 | | hill | 5.05 | 5.99 | | bench | 43.41 | 49.5 | | countertop | 52.09 | 64.84 | | stove | 74.49 | 84.77 | | palm | 53.72 | 76.94 | | kitchen island | 39.47 | 67.77 | | computer | 60.17 | 70.53 | | swivel chair | 47.21 | 61.56 | | boat | 51.0 | 74.32 | | bar | 41.15 | 55.81 | | arcade machine | 52.12 | 57.26 | | hovel | 30.48 | 38.21 | | bus | 82.02 | 95.65 | | towel | 65.4 | 77.44 | | light | 54.97 | 64.28 | | truck | 19.72 | 29.5 | | tower | 22.22 | 31.3 | | chandelier | 67.48 | 84.38 | | awning | 24.49 | 28.4 | | streetlight | 27.45 | 38.37 | | booth | 52.09 | 56.43 | | television receiver | 68.06 | 81.43 | | airplane | 56.34 | 64.15 | | dirt track | 0.39 | 1.38 | | apparel | 36.77 | 49.52 | | pole | 23.01 | 34.74 | | land | 2.38 | 3.36 | | bannister | 12.12 | 16.55 | | escalator | 32.39 | 37.66 | | ottoman | 43.03 | 63.75 | | bottle | 36.56 | 62.37 | | buffet | 46.78 | 56.47 | | poster | 18.64 | 23.63 | | stage | 20.05 | 26.48 | | van | 43.54 | 58.24 | | ship | 50.6 | 63.53 | | fountain | 16.76 | 17.05 | | conveyer belt | 64.07 | 89.48 | | canopy | 15.76 | 18.34 | | washer | 64.27 | 65.26 | | plaything | 18.28 | 26.49 | | swimming pool | 37.7 | 60.01 | | stool | 41.12 | 54.02 | | barrel | 28.05 | 88.13 | | basket | 30.74 | 38.83 | | waterfall | 65.14 | 75.4 | | tent | 95.32 | 98.39 | | bag | 11.19 | 12.94 | | minibike | 71.85 | 78.6 | | cradle | 85.67 | 97.18 | | oven | 48.69 | 68.0 | | ball | 43.79 | 50.31 | | food | 53.58 | 63.4 | | step | 9.53 | 12.08 | | tank | 33.27 | 37.57 | | trade name | 23.48 | 26.54 | | microwave | 38.26 | 41.52 | | pot | 42.47 | 51.37 | | animal | 67.09 | 72.12 | | bicycle | 54.29 | 68.78 | | lake | 52.1 | 61.28 | | dishwasher | 56.54 | 65.61 | | screen | 49.51 | 63.35 | | blanket | 16.73 | 20.62 | | sculpture | 49.11 | 64.72 | | hood | 63.93 | 67.59 | | sconce | 47.58 | 57.46 | | vase | 37.57 | 56.17 | | traffic light | 29.47 | 45.71 | | tray | 5.66 | 6.74 | | ashcan | 38.23 | 52.0 | | fan | 57.59 | 69.92 | | pier | 34.24 | 38.68 | | crt screen | 7.61 | 19.48 | | plate | 45.57 | 56.74 | | monitor | 34.66 | 39.12 | | bulletin board | 45.2 | 66.44 | | shower | 0.18 | 0.19 | | radiator | 59.47 | 64.98 | | glass | 14.32 | 15.79 | | clock | 34.94 | 39.98 | | flag | 33.75 | 39.13 | +---------------------+-------+-------+ 2024-03-04 22:41:04,487 - mmseg - INFO - Summary: 2024-03-04 22:41:04,487 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 82.56 | 47.71 | 59.17 | +-------+-------+-------+ 2024-03-04 22:41:04,498 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:41:04,499 - mmseg - INFO - Iter(val) [500] aAcc: 0.8256, mIoU: 0.4771, mAcc: 0.5917, IoU.wall: 0.7665, IoU.building: 0.8203, IoU.sky: 0.9380, IoU.floor: 0.7968, IoU.tree: 0.7254, IoU.ceiling: 0.8270, IoU.road: 0.8246, IoU.bed : 0.8910, IoU.windowpane: 0.6177, IoU.grass: 0.6939, IoU.cabinet: 0.5967, IoU.sidewalk: 0.6642, IoU.person: 0.8144, IoU.earth: 0.3062, IoU.door: 0.4769, IoU.table: 0.6181, IoU.mountain: 0.5511, IoU.plant: 0.5256, IoU.curtain: 0.7454, IoU.chair: 0.5796, IoU.car: 0.8457, IoU.water: 0.4933, IoU.painting: 0.7206, IoU.sofa: 0.6960, IoU.shelf: 0.4319, IoU.house: 0.4323, IoU.sea: 0.5021, IoU.mirror: 0.6557, IoU.rug: 0.4683, IoU.field: 0.3479, IoU.armchair: 0.4579, IoU.seat: 0.6326, IoU.fence: 0.3797, IoU.desk: 0.5062, IoU.rock: 0.4123, IoU.wardrobe: 0.4991, IoU.lamp: 0.6340, IoU.bathtub: 0.7923, IoU.railing: 0.3586, IoU.cushion: 0.5854, IoU.base: 0.2834, IoU.box: 0.2462, IoU.column: 0.4458, IoU.signboard: 0.3769, IoU.chest of drawers: 0.4110, IoU.counter: 0.2474, IoU.sand: 0.4238, IoU.sink: 0.6996, IoU.skyscraper: 0.5745, IoU.fireplace: 0.7232, IoU.refrigerator: 0.7399, IoU.grandstand: 0.3688, IoU.path: 0.1622, IoU.stairs: 0.3177, IoU.runway: 0.6446, IoU.case: 0.4902, IoU.pool table: 0.9236, IoU.pillow: 0.5590, IoU.screen door: 0.6477, IoU.stairway: 0.3144, IoU.river: 0.1211, IoU.bridge: 0.6051, IoU.bookcase: 0.4594, IoU.blind: 0.5053, IoU.coffee table: 0.6115, IoU.toilet: 0.8675, IoU.flower: 0.4139, IoU.book: 0.4402, IoU.hill: 0.0505, IoU.bench: 0.4341, IoU.countertop: 0.5209, IoU.stove: 0.7449, IoU.palm: 0.5372, IoU.kitchen island: 0.3947, IoU.computer: 0.6017, IoU.swivel chair: 0.4721, IoU.boat: 0.5100, IoU.bar: 0.4115, IoU.arcade machine: 0.5212, IoU.hovel: 0.3048, IoU.bus: 0.8202, IoU.towel: 0.6540, IoU.light: 0.5497, IoU.truck: 0.1972, IoU.tower: 0.2222, IoU.chandelier: 0.6748, IoU.awning: 0.2449, IoU.streetlight: 0.2745, IoU.booth: 0.5209, IoU.television receiver: 0.6806, IoU.airplane: 0.5634, IoU.dirt track: 0.0039, IoU.apparel: 0.3677, IoU.pole: 0.2301, IoU.land: 0.0238, IoU.bannister: 0.1212, IoU.escalator: 0.3239, IoU.ottoman: 0.4303, IoU.bottle: 0.3656, IoU.buffet: 0.4678, IoU.poster: 0.1864, IoU.stage: 0.2005, IoU.van: 0.4354, IoU.ship: 0.5060, IoU.fountain: 0.1676, IoU.conveyer belt: 0.6407, IoU.canopy: 0.1576, IoU.washer: 0.6427, IoU.plaything: 0.1828, IoU.swimming pool: 0.3770, IoU.stool: 0.4112, IoU.barrel: 0.2805, IoU.basket: 0.3074, IoU.waterfall: 0.6514, IoU.tent: 0.9532, IoU.bag: 0.1119, IoU.minibike: 0.7185, IoU.cradle: 0.8567, IoU.oven: 0.4869, IoU.ball: 0.4379, IoU.food: 0.5358, IoU.step: 0.0953, IoU.tank: 0.3327, IoU.trade name: 0.2348, IoU.microwave: 0.3826, IoU.pot: 0.4247, IoU.animal: 0.6709, IoU.bicycle: 0.5429, IoU.lake: 0.5210, IoU.dishwasher: 0.5654, IoU.screen: 0.4951, IoU.blanket: 0.1673, IoU.sculpture: 0.4911, IoU.hood: 0.6393, IoU.sconce: 0.4758, IoU.vase: 0.3757, IoU.traffic light: 0.2947, IoU.tray: 0.0566, IoU.ashcan: 0.3823, IoU.fan: 0.5759, IoU.pier: 0.3424, IoU.crt screen: 0.0761, IoU.plate: 0.4557, IoU.monitor: 0.3466, IoU.bulletin board: 0.4520, IoU.shower: 0.0018, IoU.radiator: 0.5947, IoU.glass: 0.1432, IoU.clock: 0.3494, IoU.flag: 0.3375, Acc.wall: 0.8951, Acc.building: 0.9197, Acc.sky: 0.9706, Acc.floor: 0.9051, Acc.tree: 0.8806, Acc.ceiling: 0.9019, Acc.road: 0.9058, Acc.bed : 0.9556, Acc.windowpane: 0.7756, Acc.grass: 0.8614, Acc.cabinet: 0.7054, Acc.sidewalk: 0.8192, Acc.person: 0.9262, Acc.earth: 0.4077, Acc.door: 0.6379, Acc.table: 0.7858, Acc.mountain: 0.7299, Acc.plant: 0.6669, Acc.curtain: 0.8488, Acc.chair: 0.6874, Acc.car: 0.9131, Acc.water: 0.6332, Acc.painting: 0.8589, Acc.sofa: 0.8453, Acc.shelf: 0.5959, Acc.house: 0.5240, Acc.sea: 0.7923, Acc.mirror: 0.7206, Acc.rug: 0.5438, Acc.field: 0.4692, Acc.armchair: 0.6172, Acc.seat: 0.8251, Acc.fence: 0.4622, Acc.desk: 0.6470, Acc.rock: 0.6793, Acc.wardrobe: 0.6600, Acc.lamp: 0.7427, Acc.bathtub: 0.8747, Acc.railing: 0.5286, Acc.cushion: 0.7455, Acc.base: 0.3415, Acc.box: 0.3574, Acc.column: 0.5783, Acc.signboard: 0.5072, Acc.chest of drawers: 0.5261, Acc.counter: 0.3322, Acc.sand: 0.5835, Acc.sink: 0.7618, Acc.skyscraper: 0.6842, Acc.fireplace: 0.8653, Acc.refrigerator: 0.8476, Acc.grandstand: 0.7656, Acc.path: 0.2499, Acc.stairs: 0.3698, Acc.runway: 0.8246, Acc.case: 0.7209, Acc.pool table: 0.9667, Acc.pillow: 0.6447, Acc.screen door: 0.7934, Acc.stairway: 0.3847, Acc.river: 0.1611, Acc.bridge: 0.6887, Acc.bookcase: 0.6597, Acc.blind: 0.5677, Acc.coffee table: 0.7746, Acc.toilet: 0.9007, Acc.flower: 0.5916, Acc.book: 0.6449, Acc.hill: 0.0599, Acc.bench: 0.4950, Acc.countertop: 0.6484, Acc.stove: 0.8477, Acc.palm: 0.7694, Acc.kitchen island: 0.6777, Acc.computer: 0.7053, Acc.swivel chair: 0.6156, Acc.boat: 0.7432, Acc.bar: 0.5581, Acc.arcade machine: 0.5726, Acc.hovel: 0.3821, Acc.bus: 0.9565, Acc.towel: 0.7744, Acc.light: 0.6428, Acc.truck: 0.2950, Acc.tower: 0.3130, Acc.chandelier: 0.8438, Acc.awning: 0.2840, Acc.streetlight: 0.3837, Acc.booth: 0.5643, Acc.television receiver: 0.8143, Acc.airplane: 0.6415, Acc.dirt track: 0.0138, Acc.apparel: 0.4952, Acc.pole: 0.3474, Acc.land: 0.0336, Acc.bannister: 0.1655, Acc.escalator: 0.3766, Acc.ottoman: 0.6375, Acc.bottle: 0.6237, Acc.buffet: 0.5647, Acc.poster: 0.2363, Acc.stage: 0.2648, Acc.van: 0.5824, Acc.ship: 0.6353, Acc.fountain: 0.1705, Acc.conveyer belt: 0.8948, Acc.canopy: 0.1834, Acc.washer: 0.6526, Acc.plaything: 0.2649, Acc.swimming pool: 0.6001, Acc.stool: 0.5402, Acc.barrel: 0.8813, Acc.basket: 0.3883, Acc.waterfall: 0.7540, Acc.tent: 0.9839, Acc.bag: 0.1294, Acc.minibike: 0.7860, Acc.cradle: 0.9718, Acc.oven: 0.6800, Acc.ball: 0.5031, Acc.food: 0.6340, Acc.step: 0.1208, Acc.tank: 0.3757, Acc.trade name: 0.2654, Acc.microwave: 0.4152, Acc.pot: 0.5137, Acc.animal: 0.7212, Acc.bicycle: 0.6878, Acc.lake: 0.6128, Acc.dishwasher: 0.6561, Acc.screen: 0.6335, Acc.blanket: 0.2062, Acc.sculpture: 0.6472, Acc.hood: 0.6759, Acc.sconce: 0.5746, Acc.vase: 0.5617, Acc.traffic light: 0.4571, Acc.tray: 0.0674, Acc.ashcan: 0.5200, Acc.fan: 0.6992, Acc.pier: 0.3868, Acc.crt screen: 0.1948, Acc.plate: 0.5674, Acc.monitor: 0.3912, Acc.bulletin board: 0.6644, Acc.shower: 0.0019, Acc.radiator: 0.6498, Acc.glass: 0.1579, Acc.clock: 0.3998, Acc.flag: 0.3913 2024-03-04 22:41:35,198 - mmseg - INFO - Iter [96050/160000] lr: 1.376e-05, eta: 11:11:22, time: 3.646, data_time: 3.041, memory: 7582, decode.loss_ce: 0.1823, decode.acc_seg: 92.3549, aux.loss_ce: 0.1153, aux.acc_seg: 88.8182, loss: 0.2976 2024-03-04 22:42:06,147 - mmseg - INFO - Iter [96100/160000] lr: 1.375e-05, eta: 11:10:50, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1850, decode.acc_seg: 92.2557, aux.loss_ce: 0.1151, aux.acc_seg: 88.6614, loss: 0.3002 2024-03-04 22:42:36,834 - mmseg - INFO - Iter [96150/160000] lr: 1.374e-05, eta: 11:10:18, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1853, decode.acc_seg: 92.0527, aux.loss_ce: 0.1165, aux.acc_seg: 88.5509, loss: 0.3018 2024-03-04 22:43:07,361 - mmseg - INFO - Iter [96200/160000] lr: 1.373e-05, eta: 11:09:46, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1885, decode.acc_seg: 92.0312, aux.loss_ce: 0.1160, aux.acc_seg: 88.7078, loss: 0.3045 2024-03-04 22:43:38,063 - mmseg - INFO - Iter [96250/160000] lr: 1.372e-05, eta: 11:09:13, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1913, decode.acc_seg: 91.9590, aux.loss_ce: 0.1158, aux.acc_seg: 88.6368, loss: 0.3071 2024-03-04 22:44:08,905 - mmseg - INFO - Iter [96300/160000] lr: 1.371e-05, eta: 11:08:42, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1807, decode.acc_seg: 92.3136, aux.loss_ce: 0.1102, aux.acc_seg: 88.9287, loss: 0.2909 2024-03-04 22:44:39,665 - mmseg - INFO - Iter [96350/160000] lr: 1.370e-05, eta: 11:08:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1822, decode.acc_seg: 92.1104, aux.loss_ce: 0.1132, aux.acc_seg: 88.7341, loss: 0.2955 2024-03-04 22:45:10,476 - mmseg - INFO - Iter [96400/160000] lr: 1.369e-05, eta: 11:07:38, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1836, decode.acc_seg: 92.3496, aux.loss_ce: 0.1158, aux.acc_seg: 88.7410, loss: 0.2995 2024-03-04 22:45:41,316 - mmseg - INFO - Iter [96450/160000] lr: 1.368e-05, eta: 11:07:06, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1911, decode.acc_seg: 91.8037, aux.loss_ce: 0.1197, aux.acc_seg: 88.0867, loss: 0.3107 2024-03-04 22:46:11,882 - mmseg - INFO - Iter [96500/160000] lr: 1.367e-05, eta: 11:06:34, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1835, decode.acc_seg: 92.0731, aux.loss_ce: 0.1170, aux.acc_seg: 88.3190, loss: 0.3005 2024-03-04 22:46:42,588 - mmseg - INFO - Iter [96550/160000] lr: 1.366e-05, eta: 11:06:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1978, decode.acc_seg: 91.7273, aux.loss_ce: 0.1165, aux.acc_seg: 88.2959, loss: 0.3142 2024-03-04 22:47:13,254 - mmseg - INFO - Iter [96600/160000] lr: 1.365e-05, eta: 11:05:30, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1914, decode.acc_seg: 91.6888, aux.loss_ce: 0.1188, aux.acc_seg: 88.1107, loss: 0.3101 2024-03-04 22:47:43,953 - mmseg - INFO - Iter [96650/160000] lr: 1.364e-05, eta: 11:04:58, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2000, decode.acc_seg: 91.6645, aux.loss_ce: 0.1268, aux.acc_seg: 87.7847, loss: 0.3268 2024-03-04 22:48:14,690 - mmseg - INFO - Iter [96700/160000] lr: 1.362e-05, eta: 11:04:26, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.3936, aux.loss_ce: 0.1139, aux.acc_seg: 88.6585, loss: 0.2930 2024-03-04 22:48:45,436 - mmseg - INFO - Iter [96750/160000] lr: 1.361e-05, eta: 11:03:54, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1778, decode.acc_seg: 92.3916, aux.loss_ce: 0.1107, aux.acc_seg: 89.1281, loss: 0.2885 2024-03-04 22:49:16,059 - mmseg - INFO - Iter [96800/160000] lr: 1.360e-05, eta: 11:03:22, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1709, decode.acc_seg: 92.7798, aux.loss_ce: 0.1072, aux.acc_seg: 89.4939, loss: 0.2781 2024-03-04 22:49:46,843 - mmseg - INFO - Iter [96850/160000] lr: 1.359e-05, eta: 11:02:50, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1905, decode.acc_seg: 91.9957, aux.loss_ce: 0.1158, aux.acc_seg: 88.4904, loss: 0.3062 2024-03-04 22:50:17,604 - mmseg - INFO - Iter [96900/160000] lr: 1.358e-05, eta: 11:02:18, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1919, decode.acc_seg: 91.8874, aux.loss_ce: 0.1225, aux.acc_seg: 87.9333, loss: 0.3145 2024-03-04 22:50:48,673 - mmseg - INFO - Iter [96950/160000] lr: 1.357e-05, eta: 11:01:46, time: 0.621, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1836, decode.acc_seg: 92.3937, aux.loss_ce: 0.1133, aux.acc_seg: 89.0277, loss: 0.2969 2024-03-04 22:51:19,421 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 22:51:19,422 - mmseg - INFO - Iter [97000/160000] lr: 1.356e-05, eta: 11:01:14, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1901, decode.acc_seg: 92.0300, aux.loss_ce: 0.1186, aux.acc_seg: 88.3760, loss: 0.3087 2024-03-04 22:51:50,249 - mmseg - INFO - Iter [97050/160000] lr: 1.355e-05, eta: 11:00:42, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1921, decode.acc_seg: 91.7870, aux.loss_ce: 0.1214, aux.acc_seg: 88.2008, loss: 0.3135 2024-03-04 22:52:20,855 - mmseg - INFO - Iter [97100/160000] lr: 1.354e-05, eta: 11:00:10, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1932, decode.acc_seg: 91.7510, aux.loss_ce: 0.1194, aux.acc_seg: 88.5066, loss: 0.3126 2024-03-04 22:52:51,658 - mmseg - INFO - Iter [97150/160000] lr: 1.353e-05, eta: 10:59:38, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1926, decode.acc_seg: 91.9510, aux.loss_ce: 0.1143, aux.acc_seg: 88.9656, loss: 0.3069 2024-03-04 22:53:22,285 - mmseg - INFO - Iter [97200/160000] lr: 1.352e-05, eta: 10:59:06, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1847, decode.acc_seg: 92.1761, aux.loss_ce: 0.1190, aux.acc_seg: 88.3245, loss: 0.3036 2024-03-04 22:53:52,898 - mmseg - INFO - Iter [97250/160000] lr: 1.351e-05, eta: 10:58:34, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1916, decode.acc_seg: 92.0863, aux.loss_ce: 0.1224, aux.acc_seg: 88.3161, loss: 0.3140 2024-03-04 22:54:26,748 - mmseg - INFO - Iter [97300/160000] lr: 1.350e-05, eta: 10:58:04, time: 0.677, data_time: 0.053, memory: 7582, decode.loss_ce: 0.1756, decode.acc_seg: 92.4787, aux.loss_ce: 0.1096, aux.acc_seg: 89.1044, loss: 0.2851 2024-03-04 22:54:57,366 - mmseg - INFO - Iter [97350/160000] lr: 1.348e-05, eta: 10:57:32, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1739, decode.acc_seg: 92.4683, aux.loss_ce: 0.1074, aux.acc_seg: 89.2490, loss: 0.2812 2024-03-04 22:55:28,140 - mmseg - INFO - Iter [97400/160000] lr: 1.347e-05, eta: 10:57:00, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1813, decode.acc_seg: 92.2499, aux.loss_ce: 0.1154, aux.acc_seg: 88.5098, loss: 0.2967 2024-03-04 22:55:58,938 - mmseg - INFO - Iter [97450/160000] lr: 1.346e-05, eta: 10:56:28, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1733, decode.acc_seg: 92.5048, aux.loss_ce: 0.1110, aux.acc_seg: 88.8711, loss: 0.2843 2024-03-04 22:56:29,711 - mmseg - INFO - Iter [97500/160000] lr: 1.345e-05, eta: 10:55:56, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1793, decode.acc_seg: 92.5281, aux.loss_ce: 0.1122, aux.acc_seg: 89.2599, loss: 0.2916 2024-03-04 22:57:00,468 - mmseg - INFO - Iter [97550/160000] lr: 1.344e-05, eta: 10:55:24, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1866, decode.acc_seg: 92.1021, aux.loss_ce: 0.1189, aux.acc_seg: 88.1804, loss: 0.3055 2024-03-04 22:57:31,064 - mmseg - INFO - Iter [97600/160000] lr: 1.343e-05, eta: 10:54:52, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1768, decode.acc_seg: 92.4100, aux.loss_ce: 0.1117, aux.acc_seg: 88.9200, loss: 0.2885 2024-03-04 22:58:01,803 - mmseg - INFO - Iter [97650/160000] lr: 1.342e-05, eta: 10:54:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1827, decode.acc_seg: 92.2915, aux.loss_ce: 0.1131, aux.acc_seg: 88.9559, loss: 0.2958 2024-03-04 22:58:32,608 - mmseg - INFO - Iter [97700/160000] lr: 1.341e-05, eta: 10:53:48, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1729, decode.acc_seg: 92.6047, aux.loss_ce: 0.1093, aux.acc_seg: 89.1080, loss: 0.2822 2024-03-04 22:59:03,402 - mmseg - INFO - Iter [97750/160000] lr: 1.340e-05, eta: 10:53:16, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1795, decode.acc_seg: 92.4273, aux.loss_ce: 0.1112, aux.acc_seg: 89.1008, loss: 0.2907 2024-03-04 22:59:34,302 - mmseg - INFO - Iter [97800/160000] lr: 1.339e-05, eta: 10:52:44, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1833, decode.acc_seg: 92.1698, aux.loss_ce: 0.1172, aux.acc_seg: 88.6033, loss: 0.3005 2024-03-04 23:00:05,001 - mmseg - INFO - Iter [97850/160000] lr: 1.338e-05, eta: 10:52:12, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1754, decode.acc_seg: 92.4503, aux.loss_ce: 0.1125, aux.acc_seg: 89.0117, loss: 0.2879 2024-03-04 23:00:35,549 - mmseg - INFO - Iter [97900/160000] lr: 1.337e-05, eta: 10:51:40, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1766, decode.acc_seg: 92.5480, aux.loss_ce: 0.1110, aux.acc_seg: 89.2440, loss: 0.2875 2024-03-04 23:01:06,202 - mmseg - INFO - Iter [97950/160000] lr: 1.336e-05, eta: 10:51:08, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1826, decode.acc_seg: 92.1943, aux.loss_ce: 0.1144, aux.acc_seg: 88.6605, loss: 0.2970 2024-03-04 23:01:36,793 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:01:36,793 - mmseg - INFO - Iter [98000/160000] lr: 1.334e-05, eta: 10:50:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1799, decode.acc_seg: 92.3370, aux.loss_ce: 0.1124, aux.acc_seg: 88.9274, loss: 0.2922 2024-03-04 23:02:07,563 - mmseg - INFO - Iter [98050/160000] lr: 1.333e-05, eta: 10:50:04, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1925, decode.acc_seg: 91.9893, aux.loss_ce: 0.1205, aux.acc_seg: 88.2926, loss: 0.3129 2024-03-04 23:02:38,459 - mmseg - INFO - Iter [98100/160000] lr: 1.332e-05, eta: 10:49:33, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1923, decode.acc_seg: 91.8172, aux.loss_ce: 0.1190, aux.acc_seg: 88.0624, loss: 0.3113 2024-03-04 23:03:09,104 - mmseg - INFO - Iter [98150/160000] lr: 1.331e-05, eta: 10:49:01, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1803, decode.acc_seg: 92.3223, aux.loss_ce: 0.1146, aux.acc_seg: 88.6843, loss: 0.2950 2024-03-04 23:03:39,680 - mmseg - INFO - Iter [98200/160000] lr: 1.330e-05, eta: 10:48:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1885, decode.acc_seg: 92.0191, aux.loss_ce: 0.1185, aux.acc_seg: 88.3312, loss: 0.3070 2024-03-04 23:04:10,537 - mmseg - INFO - Iter [98250/160000] lr: 1.329e-05, eta: 10:47:57, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1954, decode.acc_seg: 91.7914, aux.loss_ce: 0.1268, aux.acc_seg: 87.7391, loss: 0.3223 2024-03-04 23:04:41,256 - mmseg - INFO - Iter [98300/160000] lr: 1.328e-05, eta: 10:47:25, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1702, decode.acc_seg: 92.6444, aux.loss_ce: 0.1055, aux.acc_seg: 89.4273, loss: 0.2757 2024-03-04 23:05:11,902 - mmseg - INFO - Iter [98350/160000] lr: 1.327e-05, eta: 10:46:53, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1832, decode.acc_seg: 92.3460, aux.loss_ce: 0.1167, aux.acc_seg: 88.5632, loss: 0.2999 2024-03-04 23:05:42,508 - mmseg - INFO - Iter [98400/160000] lr: 1.326e-05, eta: 10:46:21, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1789, decode.acc_seg: 92.4058, aux.loss_ce: 0.1106, aux.acc_seg: 89.1210, loss: 0.2895 2024-03-04 23:06:13,234 - mmseg - INFO - Iter [98450/160000] lr: 1.325e-05, eta: 10:45:49, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1770, decode.acc_seg: 92.4041, aux.loss_ce: 0.1101, aux.acc_seg: 89.2312, loss: 0.2870 2024-03-04 23:06:44,026 - mmseg - INFO - Iter [98500/160000] lr: 1.324e-05, eta: 10:45:17, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1756, decode.acc_seg: 92.4410, aux.loss_ce: 0.1123, aux.acc_seg: 88.9813, loss: 0.2879 2024-03-04 23:07:17,612 - mmseg - INFO - Iter [98550/160000] lr: 1.323e-05, eta: 10:44:47, time: 0.672, data_time: 0.055, memory: 7582, decode.loss_ce: 0.1743, decode.acc_seg: 92.3224, aux.loss_ce: 0.1139, aux.acc_seg: 88.4694, loss: 0.2883 2024-03-04 23:07:48,313 - mmseg - INFO - Iter [98600/160000] lr: 1.322e-05, eta: 10:44:15, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1874, decode.acc_seg: 92.1529, aux.loss_ce: 0.1154, aux.acc_seg: 88.9607, loss: 0.3027 2024-03-04 23:08:18,995 - mmseg - INFO - Iter [98650/160000] lr: 1.320e-05, eta: 10:43:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1846, decode.acc_seg: 92.3083, aux.loss_ce: 0.1120, aux.acc_seg: 89.2015, loss: 0.2966 2024-03-04 23:08:49,601 - mmseg - INFO - Iter [98700/160000] lr: 1.319e-05, eta: 10:43:11, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1790, decode.acc_seg: 92.3320, aux.loss_ce: 0.1114, aux.acc_seg: 88.8773, loss: 0.2904 2024-03-04 23:09:20,528 - mmseg - INFO - Iter [98750/160000] lr: 1.318e-05, eta: 10:42:39, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1821, decode.acc_seg: 92.3237, aux.loss_ce: 0.1118, aux.acc_seg: 88.9559, loss: 0.2939 2024-03-04 23:09:51,350 - mmseg - INFO - Iter [98800/160000] lr: 1.317e-05, eta: 10:42:07, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1872, decode.acc_seg: 92.0363, aux.loss_ce: 0.1147, aux.acc_seg: 88.4645, loss: 0.3019 2024-03-04 23:10:22,189 - mmseg - INFO - Iter [98850/160000] lr: 1.316e-05, eta: 10:41:35, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1774, decode.acc_seg: 92.5239, aux.loss_ce: 0.1149, aux.acc_seg: 88.9019, loss: 0.2923 2024-03-04 23:10:52,963 - mmseg - INFO - Iter [98900/160000] lr: 1.315e-05, eta: 10:41:03, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1734, decode.acc_seg: 92.5888, aux.loss_ce: 0.1076, aux.acc_seg: 89.3525, loss: 0.2811 2024-03-04 23:11:23,719 - mmseg - INFO - Iter [98950/160000] lr: 1.314e-05, eta: 10:40:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1885, decode.acc_seg: 91.7739, aux.loss_ce: 0.1156, aux.acc_seg: 88.3681, loss: 0.3041 2024-03-04 23:11:54,474 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:11:54,475 - mmseg - INFO - Iter [99000/160000] lr: 1.313e-05, eta: 10:39:59, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1825, decode.acc_seg: 92.2538, aux.loss_ce: 0.1150, aux.acc_seg: 88.8867, loss: 0.2975 2024-03-04 23:12:25,141 - mmseg - INFO - Iter [99050/160000] lr: 1.312e-05, eta: 10:39:27, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1929, decode.acc_seg: 91.8983, aux.loss_ce: 0.1214, aux.acc_seg: 87.8635, loss: 0.3143 2024-03-04 23:12:55,636 - mmseg - INFO - Iter [99100/160000] lr: 1.311e-05, eta: 10:38:55, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1825, decode.acc_seg: 92.3337, aux.loss_ce: 0.1142, aux.acc_seg: 88.8368, loss: 0.2967 2024-03-04 23:13:26,352 - mmseg - INFO - Iter [99150/160000] lr: 1.310e-05, eta: 10:38:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1876, decode.acc_seg: 91.8941, aux.loss_ce: 0.1170, aux.acc_seg: 88.5415, loss: 0.3047 2024-03-04 23:13:56,994 - mmseg - INFO - Iter [99200/160000] lr: 1.309e-05, eta: 10:37:51, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1814, decode.acc_seg: 92.3867, aux.loss_ce: 0.1143, aux.acc_seg: 88.6332, loss: 0.2957 2024-03-04 23:14:27,616 - mmseg - INFO - Iter [99250/160000] lr: 1.308e-05, eta: 10:37:19, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1924, decode.acc_seg: 92.0512, aux.loss_ce: 0.1195, aux.acc_seg: 88.4600, loss: 0.3119 2024-03-04 23:14:58,397 - mmseg - INFO - Iter [99300/160000] lr: 1.306e-05, eta: 10:36:47, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1834, decode.acc_seg: 92.0127, aux.loss_ce: 0.1175, aux.acc_seg: 88.2794, loss: 0.3010 2024-03-04 23:15:28,949 - mmseg - INFO - Iter [99350/160000] lr: 1.305e-05, eta: 10:36:15, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1892, decode.acc_seg: 92.1284, aux.loss_ce: 0.1187, aux.acc_seg: 88.6603, loss: 0.3079 2024-03-04 23:15:59,546 - mmseg - INFO - Iter [99400/160000] lr: 1.304e-05, eta: 10:35:43, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1817, decode.acc_seg: 92.4826, aux.loss_ce: 0.1115, aux.acc_seg: 89.1709, loss: 0.2931 2024-03-04 23:16:30,508 - mmseg - INFO - Iter [99450/160000] lr: 1.303e-05, eta: 10:35:12, time: 0.620, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1713, decode.acc_seg: 92.8839, aux.loss_ce: 0.1084, aux.acc_seg: 89.5009, loss: 0.2796 2024-03-04 23:17:01,356 - mmseg - INFO - Iter [99500/160000] lr: 1.302e-05, eta: 10:34:40, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1935, decode.acc_seg: 91.8162, aux.loss_ce: 0.1186, aux.acc_seg: 88.3398, loss: 0.3120 2024-03-04 23:17:31,890 - mmseg - INFO - Iter [99550/160000] lr: 1.301e-05, eta: 10:34:08, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1810, decode.acc_seg: 92.3004, aux.loss_ce: 0.1093, aux.acc_seg: 89.1078, loss: 0.2904 2024-03-04 23:18:02,589 - mmseg - INFO - Iter [99600/160000] lr: 1.300e-05, eta: 10:33:36, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1875, decode.acc_seg: 91.9619, aux.loss_ce: 0.1208, aux.acc_seg: 88.1055, loss: 0.3083 2024-03-04 23:18:33,187 - mmseg - INFO - Iter [99650/160000] lr: 1.299e-05, eta: 10:33:04, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1810, decode.acc_seg: 92.2772, aux.loss_ce: 0.1154, aux.acc_seg: 88.7575, loss: 0.2964 2024-03-04 23:19:03,871 - mmseg - INFO - Iter [99700/160000] lr: 1.298e-05, eta: 10:32:32, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1735, decode.acc_seg: 92.3675, aux.loss_ce: 0.1102, aux.acc_seg: 88.8516, loss: 0.2837 2024-03-04 23:19:34,848 - mmseg - INFO - Iter [99750/160000] lr: 1.297e-05, eta: 10:32:00, time: 0.620, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1776, decode.acc_seg: 92.3405, aux.loss_ce: 0.1149, aux.acc_seg: 88.7552, loss: 0.2925 2024-03-04 23:20:08,396 - mmseg - INFO - Iter [99800/160000] lr: 1.296e-05, eta: 10:31:30, time: 0.671, data_time: 0.051, memory: 7582, decode.loss_ce: 0.1831, decode.acc_seg: 92.3815, aux.loss_ce: 0.1130, aux.acc_seg: 89.2171, loss: 0.2961 2024-03-04 23:20:39,005 - mmseg - INFO - Iter [99850/160000] lr: 1.295e-05, eta: 10:30:58, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1771, decode.acc_seg: 92.5174, aux.loss_ce: 0.1155, aux.acc_seg: 88.7618, loss: 0.2926 2024-03-04 23:21:09,823 - mmseg - INFO - Iter [99900/160000] lr: 1.294e-05, eta: 10:30:26, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1894, decode.acc_seg: 91.8040, aux.loss_ce: 0.1177, aux.acc_seg: 88.1322, loss: 0.3070 2024-03-04 23:21:40,492 - mmseg - INFO - Iter [99950/160000] lr: 1.292e-05, eta: 10:29:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1787, decode.acc_seg: 92.5710, aux.loss_ce: 0.1127, aux.acc_seg: 89.0551, loss: 0.2913 2024-03-04 23:22:11,364 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:22:11,364 - mmseg - INFO - Iter [100000/160000] lr: 1.291e-05, eta: 10:29:22, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1740, decode.acc_seg: 92.6049, aux.loss_ce: 0.1094, aux.acc_seg: 89.3262, loss: 0.2834 2024-03-04 23:22:42,157 - mmseg - INFO - Iter [100050/160000] lr: 1.290e-05, eta: 10:28:50, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1705, decode.acc_seg: 92.7378, aux.loss_ce: 0.1058, aux.acc_seg: 89.6055, loss: 0.2762 2024-03-04 23:23:12,794 - mmseg - INFO - Iter [100100/160000] lr: 1.289e-05, eta: 10:28:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1800, decode.acc_seg: 92.4037, aux.loss_ce: 0.1133, aux.acc_seg: 88.8216, loss: 0.2933 2024-03-04 23:23:43,567 - mmseg - INFO - Iter [100150/160000] lr: 1.288e-05, eta: 10:27:47, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1753, decode.acc_seg: 92.4567, aux.loss_ce: 0.1107, aux.acc_seg: 89.0274, loss: 0.2860 2024-03-04 23:24:14,192 - mmseg - INFO - Iter [100200/160000] lr: 1.287e-05, eta: 10:27:15, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1853, decode.acc_seg: 92.2390, aux.loss_ce: 0.1147, aux.acc_seg: 88.7049, loss: 0.3000 2024-03-04 23:24:44,942 - mmseg - INFO - Iter [100250/160000] lr: 1.286e-05, eta: 10:26:43, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1774, decode.acc_seg: 92.3914, aux.loss_ce: 0.1110, aux.acc_seg: 88.9556, loss: 0.2885 2024-03-04 23:25:15,802 - mmseg - INFO - Iter [100300/160000] lr: 1.285e-05, eta: 10:26:11, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1725, decode.acc_seg: 92.7046, aux.loss_ce: 0.1089, aux.acc_seg: 89.1514, loss: 0.2814 2024-03-04 23:25:46,601 - mmseg - INFO - Iter [100350/160000] lr: 1.284e-05, eta: 10:25:39, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1729, decode.acc_seg: 92.7407, aux.loss_ce: 0.1098, aux.acc_seg: 89.4157, loss: 0.2827 2024-03-04 23:26:17,175 - mmseg - INFO - Iter [100400/160000] lr: 1.283e-05, eta: 10:25:07, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.3506, aux.loss_ce: 0.1096, aux.acc_seg: 89.0856, loss: 0.2887 2024-03-04 23:26:47,783 - mmseg - INFO - Iter [100450/160000] lr: 1.282e-05, eta: 10:24:35, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.2046, decode.acc_seg: 91.5074, aux.loss_ce: 0.1281, aux.acc_seg: 87.6492, loss: 0.3327 2024-03-04 23:27:18,319 - mmseg - INFO - Iter [100500/160000] lr: 1.281e-05, eta: 10:24:03, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1928, decode.acc_seg: 91.9441, aux.loss_ce: 0.1203, aux.acc_seg: 88.1602, loss: 0.3131 2024-03-04 23:27:48,993 - mmseg - INFO - Iter [100550/160000] lr: 1.280e-05, eta: 10:23:31, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1843, decode.acc_seg: 92.1074, aux.loss_ce: 0.1134, aux.acc_seg: 88.7484, loss: 0.2977 2024-03-04 23:28:19,526 - mmseg - INFO - Iter [100600/160000] lr: 1.279e-05, eta: 10:22:59, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1910, decode.acc_seg: 91.8487, aux.loss_ce: 0.1194, aux.acc_seg: 88.2434, loss: 0.3104 2024-03-04 23:28:50,135 - mmseg - INFO - Iter [100650/160000] lr: 1.277e-05, eta: 10:22:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1799, decode.acc_seg: 92.3482, aux.loss_ce: 0.1148, aux.acc_seg: 88.6222, loss: 0.2946 2024-03-04 23:29:21,059 - mmseg - INFO - Iter [100700/160000] lr: 1.276e-05, eta: 10:21:55, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1793, decode.acc_seg: 92.1304, aux.loss_ce: 0.1117, aux.acc_seg: 88.7792, loss: 0.2910 2024-03-04 23:29:51,731 - mmseg - INFO - Iter [100750/160000] lr: 1.275e-05, eta: 10:21:23, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1734, decode.acc_seg: 92.5435, aux.loss_ce: 0.1070, aux.acc_seg: 89.3035, loss: 0.2804 2024-03-04 23:30:22,452 - mmseg - INFO - Iter [100800/160000] lr: 1.274e-05, eta: 10:20:51, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.4176, aux.loss_ce: 0.1109, aux.acc_seg: 89.0123, loss: 0.2900 2024-03-04 23:30:53,214 - mmseg - INFO - Iter [100850/160000] lr: 1.273e-05, eta: 10:20:20, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1909, decode.acc_seg: 92.0299, aux.loss_ce: 0.1205, aux.acc_seg: 88.3982, loss: 0.3114 2024-03-04 23:31:23,914 - mmseg - INFO - Iter [100900/160000] lr: 1.272e-05, eta: 10:19:48, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1819, decode.acc_seg: 92.4540, aux.loss_ce: 0.1155, aux.acc_seg: 88.9700, loss: 0.2974 2024-03-04 23:31:54,623 - mmseg - INFO - Iter [100950/160000] lr: 1.271e-05, eta: 10:19:16, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1769, decode.acc_seg: 92.4601, aux.loss_ce: 0.1134, aux.acc_seg: 88.5739, loss: 0.2903 2024-03-04 23:32:25,461 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:32:25,462 - mmseg - INFO - Iter [101000/160000] lr: 1.270e-05, eta: 10:18:44, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1750, decode.acc_seg: 92.5057, aux.loss_ce: 0.1098, aux.acc_seg: 88.9770, loss: 0.2848 2024-03-04 23:32:59,052 - mmseg - INFO - Iter [101050/160000] lr: 1.269e-05, eta: 10:18:14, time: 0.672, data_time: 0.055, memory: 7582, decode.loss_ce: 0.1894, decode.acc_seg: 92.0098, aux.loss_ce: 0.1159, aux.acc_seg: 88.7361, loss: 0.3053 2024-03-04 23:33:29,579 - mmseg - INFO - Iter [101100/160000] lr: 1.268e-05, eta: 10:17:42, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1763, decode.acc_seg: 92.6103, aux.loss_ce: 0.1093, aux.acc_seg: 89.2360, loss: 0.2856 2024-03-04 23:34:00,162 - mmseg - INFO - Iter [101150/160000] lr: 1.267e-05, eta: 10:17:10, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1768, decode.acc_seg: 92.4284, aux.loss_ce: 0.1122, aux.acc_seg: 88.9759, loss: 0.2889 2024-03-04 23:34:30,851 - mmseg - INFO - Iter [101200/160000] lr: 1.266e-05, eta: 10:16:38, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1784, decode.acc_seg: 92.2858, aux.loss_ce: 0.1109, aux.acc_seg: 88.8754, loss: 0.2894 2024-03-04 23:35:01,791 - mmseg - INFO - Iter [101250/160000] lr: 1.265e-05, eta: 10:16:06, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1818, decode.acc_seg: 92.4028, aux.loss_ce: 0.1155, aux.acc_seg: 89.0230, loss: 0.2973 2024-03-04 23:35:32,546 - mmseg - INFO - Iter [101300/160000] lr: 1.263e-05, eta: 10:15:34, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1975, decode.acc_seg: 91.8524, aux.loss_ce: 0.1169, aux.acc_seg: 88.6514, loss: 0.3144 2024-03-04 23:36:03,359 - mmseg - INFO - Iter [101350/160000] lr: 1.262e-05, eta: 10:15:02, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1902, decode.acc_seg: 92.0211, aux.loss_ce: 0.1192, aux.acc_seg: 88.1973, loss: 0.3094 2024-03-04 23:36:34,010 - mmseg - INFO - Iter [101400/160000] lr: 1.261e-05, eta: 10:14:30, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1833, decode.acc_seg: 92.3221, aux.loss_ce: 0.1122, aux.acc_seg: 89.0705, loss: 0.2955 2024-03-04 23:37:04,502 - mmseg - INFO - Iter [101450/160000] lr: 1.260e-05, eta: 10:13:58, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1837, decode.acc_seg: 92.2481, aux.loss_ce: 0.1162, aux.acc_seg: 88.6542, loss: 0.2999 2024-03-04 23:37:35,189 - mmseg - INFO - Iter [101500/160000] lr: 1.259e-05, eta: 10:13:27, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1756, decode.acc_seg: 92.5157, aux.loss_ce: 0.1157, aux.acc_seg: 88.6838, loss: 0.2913 2024-03-04 23:38:05,839 - mmseg - INFO - Iter [101550/160000] lr: 1.258e-05, eta: 10:12:55, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1923, decode.acc_seg: 91.8346, aux.loss_ce: 0.1238, aux.acc_seg: 88.0829, loss: 0.3161 2024-03-04 23:38:36,607 - mmseg - INFO - Iter [101600/160000] lr: 1.257e-05, eta: 10:12:23, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1821, decode.acc_seg: 92.1815, aux.loss_ce: 0.1133, aux.acc_seg: 88.8428, loss: 0.2954 2024-03-04 23:39:07,446 - mmseg - INFO - Iter [101650/160000] lr: 1.256e-05, eta: 10:11:51, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1748, decode.acc_seg: 92.4824, aux.loss_ce: 0.1103, aux.acc_seg: 89.1309, loss: 0.2851 2024-03-04 23:39:38,183 - mmseg - INFO - Iter [101700/160000] lr: 1.255e-05, eta: 10:11:19, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1847, decode.acc_seg: 92.2964, aux.loss_ce: 0.1153, aux.acc_seg: 88.7221, loss: 0.3001 2024-03-04 23:40:09,038 - mmseg - INFO - Iter [101750/160000] lr: 1.254e-05, eta: 10:10:47, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1765, decode.acc_seg: 92.4668, aux.loss_ce: 0.1111, aux.acc_seg: 88.8853, loss: 0.2876 2024-03-04 23:40:39,836 - mmseg - INFO - Iter [101800/160000] lr: 1.253e-05, eta: 10:10:15, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1865, decode.acc_seg: 92.1193, aux.loss_ce: 0.1149, aux.acc_seg: 88.6641, loss: 0.3014 2024-03-04 23:41:10,463 - mmseg - INFO - Iter [101850/160000] lr: 1.252e-05, eta: 10:09:43, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1812, decode.acc_seg: 92.1214, aux.loss_ce: 0.1118, aux.acc_seg: 88.8047, loss: 0.2930 2024-03-04 23:41:41,219 - mmseg - INFO - Iter [101900/160000] lr: 1.251e-05, eta: 10:09:12, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1763, decode.acc_seg: 92.5648, aux.loss_ce: 0.1071, aux.acc_seg: 89.6011, loss: 0.2834 2024-03-04 23:42:11,690 - mmseg - INFO - Iter [101950/160000] lr: 1.249e-05, eta: 10:08:40, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1750, decode.acc_seg: 92.4335, aux.loss_ce: 0.1084, aux.acc_seg: 89.1183, loss: 0.2834 2024-03-04 23:42:42,413 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:42:42,413 - mmseg - INFO - Iter [102000/160000] lr: 1.248e-05, eta: 10:08:08, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1706, decode.acc_seg: 92.6719, aux.loss_ce: 0.1094, aux.acc_seg: 89.3225, loss: 0.2799 2024-03-04 23:43:12,963 - mmseg - INFO - Iter [102050/160000] lr: 1.247e-05, eta: 10:07:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1776, decode.acc_seg: 92.5304, aux.loss_ce: 0.1123, aux.acc_seg: 88.9010, loss: 0.2899 2024-03-04 23:43:43,680 - mmseg - INFO - Iter [102100/160000] lr: 1.246e-05, eta: 10:07:04, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1810, decode.acc_seg: 92.3623, aux.loss_ce: 0.1115, aux.acc_seg: 89.1032, loss: 0.2925 2024-03-04 23:44:14,435 - mmseg - INFO - Iter [102150/160000] lr: 1.245e-05, eta: 10:06:32, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1847, decode.acc_seg: 92.1164, aux.loss_ce: 0.1130, aux.acc_seg: 88.5635, loss: 0.2976 2024-03-04 23:44:45,085 - mmseg - INFO - Iter [102200/160000] lr: 1.244e-05, eta: 10:06:00, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1703, decode.acc_seg: 92.6817, aux.loss_ce: 0.1080, aux.acc_seg: 89.4054, loss: 0.2783 2024-03-04 23:45:15,883 - mmseg - INFO - Iter [102250/160000] lr: 1.243e-05, eta: 10:05:28, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1778, decode.acc_seg: 92.3300, aux.loss_ce: 0.1088, aux.acc_seg: 89.1407, loss: 0.2866 2024-03-04 23:45:46,495 - mmseg - INFO - Iter [102300/160000] lr: 1.242e-05, eta: 10:04:56, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1775, decode.acc_seg: 92.4486, aux.loss_ce: 0.1108, aux.acc_seg: 88.9965, loss: 0.2882 2024-03-04 23:46:20,244 - mmseg - INFO - Iter [102350/160000] lr: 1.241e-05, eta: 10:04:26, time: 0.675, data_time: 0.061, memory: 7582, decode.loss_ce: 0.1730, decode.acc_seg: 92.5533, aux.loss_ce: 0.1121, aux.acc_seg: 88.9019, loss: 0.2852 2024-03-04 23:46:50,696 - mmseg - INFO - Iter [102400/160000] lr: 1.240e-05, eta: 10:03:54, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1659, decode.acc_seg: 92.7879, aux.loss_ce: 0.1084, aux.acc_seg: 88.9589, loss: 0.2743 2024-03-04 23:47:21,385 - mmseg - INFO - Iter [102450/160000] lr: 1.239e-05, eta: 10:03:22, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1799, decode.acc_seg: 92.3203, aux.loss_ce: 0.1126, aux.acc_seg: 88.7282, loss: 0.2925 2024-03-04 23:47:52,245 - mmseg - INFO - Iter [102500/160000] lr: 1.238e-05, eta: 10:02:51, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1790, decode.acc_seg: 92.3452, aux.loss_ce: 0.1114, aux.acc_seg: 88.9088, loss: 0.2904 2024-03-04 23:48:22,904 - mmseg - INFO - Iter [102550/160000] lr: 1.237e-05, eta: 10:02:19, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1751, decode.acc_seg: 92.5978, aux.loss_ce: 0.1076, aux.acc_seg: 89.3402, loss: 0.2827 2024-03-04 23:48:53,625 - mmseg - INFO - Iter [102600/160000] lr: 1.235e-05, eta: 10:01:47, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1768, decode.acc_seg: 92.4675, aux.loss_ce: 0.1074, aux.acc_seg: 89.3439, loss: 0.2842 2024-03-04 23:49:24,469 - mmseg - INFO - Iter [102650/160000] lr: 1.234e-05, eta: 10:01:15, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1726, decode.acc_seg: 92.5029, aux.loss_ce: 0.1078, aux.acc_seg: 89.0037, loss: 0.2804 2024-03-04 23:49:55,062 - mmseg - INFO - Iter [102700/160000] lr: 1.233e-05, eta: 10:00:43, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1777, decode.acc_seg: 92.4169, aux.loss_ce: 0.1127, aux.acc_seg: 88.7686, loss: 0.2904 2024-03-04 23:50:25,672 - mmseg - INFO - Iter [102750/160000] lr: 1.232e-05, eta: 10:00:11, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1793, decode.acc_seg: 92.3201, aux.loss_ce: 0.1159, aux.acc_seg: 88.6261, loss: 0.2952 2024-03-04 23:50:56,223 - mmseg - INFO - Iter [102800/160000] lr: 1.231e-05, eta: 9:59:39, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1726, decode.acc_seg: 92.6239, aux.loss_ce: 0.1096, aux.acc_seg: 89.2918, loss: 0.2822 2024-03-04 23:51:26,811 - mmseg - INFO - Iter [102850/160000] lr: 1.230e-05, eta: 9:59:07, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1788, decode.acc_seg: 92.4312, aux.loss_ce: 0.1110, aux.acc_seg: 89.1322, loss: 0.2898 2024-03-04 23:51:57,515 - mmseg - INFO - Iter [102900/160000] lr: 1.229e-05, eta: 9:58:35, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1755, decode.acc_seg: 92.5224, aux.loss_ce: 0.1106, aux.acc_seg: 89.0720, loss: 0.2861 2024-03-04 23:52:28,409 - mmseg - INFO - Iter [102950/160000] lr: 1.228e-05, eta: 9:58:04, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1697, decode.acc_seg: 92.7702, aux.loss_ce: 0.1061, aux.acc_seg: 89.4028, loss: 0.2758 2024-03-04 23:52:59,164 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-04 23:52:59,165 - mmseg - INFO - Iter [103000/160000] lr: 1.227e-05, eta: 9:57:32, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1835, decode.acc_seg: 92.4049, aux.loss_ce: 0.1159, aux.acc_seg: 88.8702, loss: 0.2993 2024-03-04 23:53:29,718 - mmseg - INFO - Iter [103050/160000] lr: 1.226e-05, eta: 9:57:00, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1800, decode.acc_seg: 92.3666, aux.loss_ce: 0.1131, aux.acc_seg: 88.8062, loss: 0.2932 2024-03-04 23:54:00,412 - mmseg - INFO - Iter [103100/160000] lr: 1.225e-05, eta: 9:56:28, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1824, decode.acc_seg: 92.3504, aux.loss_ce: 0.1166, aux.acc_seg: 88.6719, loss: 0.2989 2024-03-04 23:54:31,275 - mmseg - INFO - Iter [103150/160000] lr: 1.224e-05, eta: 9:55:56, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1759, decode.acc_seg: 92.5319, aux.loss_ce: 0.1109, aux.acc_seg: 89.1718, loss: 0.2867 2024-03-04 23:55:02,035 - mmseg - INFO - Iter [103200/160000] lr: 1.223e-05, eta: 9:55:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1802, decode.acc_seg: 92.2192, aux.loss_ce: 0.1130, aux.acc_seg: 88.6094, loss: 0.2931 2024-03-04 23:55:32,683 - mmseg - INFO - Iter [103250/160000] lr: 1.221e-05, eta: 9:54:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1660, decode.acc_seg: 93.0631, aux.loss_ce: 0.1016, aux.acc_seg: 90.1208, loss: 0.2676 2024-03-04 23:56:03,333 - mmseg - INFO - Iter [103300/160000] lr: 1.220e-05, eta: 9:54:21, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1740, decode.acc_seg: 92.6042, aux.loss_ce: 0.1101, aux.acc_seg: 89.1362, loss: 0.2841 2024-03-04 23:56:34,091 - mmseg - INFO - Iter [103350/160000] lr: 1.219e-05, eta: 9:53:49, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1786, decode.acc_seg: 92.3875, aux.loss_ce: 0.1131, aux.acc_seg: 88.9618, loss: 0.2917 2024-03-04 23:57:04,709 - mmseg - INFO - Iter [103400/160000] lr: 1.218e-05, eta: 9:53:17, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1779, decode.acc_seg: 92.5037, aux.loss_ce: 0.1095, aux.acc_seg: 89.2320, loss: 0.2874 2024-03-04 23:57:35,363 - mmseg - INFO - Iter [103450/160000] lr: 1.217e-05, eta: 9:52:45, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.3112, aux.loss_ce: 0.1086, aux.acc_seg: 89.0876, loss: 0.2876 2024-03-04 23:58:06,320 - mmseg - INFO - Iter [103500/160000] lr: 1.216e-05, eta: 9:52:13, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1741, decode.acc_seg: 92.5219, aux.loss_ce: 0.1131, aux.acc_seg: 88.8971, loss: 0.2872 2024-03-04 23:58:36,909 - mmseg - INFO - Iter [103550/160000] lr: 1.215e-05, eta: 9:51:41, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1747, decode.acc_seg: 92.6277, aux.loss_ce: 0.1074, aux.acc_seg: 89.3629, loss: 0.2821 2024-03-04 23:59:10,710 - mmseg - INFO - Iter [103600/160000] lr: 1.214e-05, eta: 9:51:11, time: 0.676, data_time: 0.068, memory: 7582, decode.loss_ce: 0.1679, decode.acc_seg: 92.6937, aux.loss_ce: 0.1078, aux.acc_seg: 89.1699, loss: 0.2758 2024-03-04 23:59:41,512 - mmseg - INFO - Iter [103650/160000] lr: 1.213e-05, eta: 9:50:39, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1620, decode.acc_seg: 92.6601, aux.loss_ce: 0.1055, aux.acc_seg: 89.1089, loss: 0.2675 2024-03-05 00:00:12,170 - mmseg - INFO - Iter [103700/160000] lr: 1.212e-05, eta: 9:50:08, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1881, decode.acc_seg: 91.9784, aux.loss_ce: 0.1231, aux.acc_seg: 88.0415, loss: 0.3111 2024-03-05 00:00:42,854 - mmseg - INFO - Iter [103750/160000] lr: 1.211e-05, eta: 9:49:36, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1870, decode.acc_seg: 92.0618, aux.loss_ce: 0.1151, aux.acc_seg: 88.7072, loss: 0.3020 2024-03-05 00:01:13,599 - mmseg - INFO - Iter [103800/160000] lr: 1.210e-05, eta: 9:49:04, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1777, decode.acc_seg: 92.3579, aux.loss_ce: 0.1080, aux.acc_seg: 89.2130, loss: 0.2856 2024-03-05 00:01:44,173 - mmseg - INFO - Iter [103850/160000] lr: 1.209e-05, eta: 9:48:32, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1729, decode.acc_seg: 92.7478, aux.loss_ce: 0.1108, aux.acc_seg: 89.2997, loss: 0.2836 2024-03-05 00:02:14,923 - mmseg - INFO - Iter [103900/160000] lr: 1.207e-05, eta: 9:48:00, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1792, decode.acc_seg: 92.4044, aux.loss_ce: 0.1146, aux.acc_seg: 88.7258, loss: 0.2938 2024-03-05 00:02:45,810 - mmseg - INFO - Iter [103950/160000] lr: 1.206e-05, eta: 9:47:28, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1805, decode.acc_seg: 92.2437, aux.loss_ce: 0.1118, aux.acc_seg: 88.8675, loss: 0.2923 2024-03-05 00:03:16,512 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:03:16,513 - mmseg - INFO - Iter [104000/160000] lr: 1.205e-05, eta: 9:46:57, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1767, decode.acc_seg: 92.5617, aux.loss_ce: 0.1099, aux.acc_seg: 89.4019, loss: 0.2866 2024-03-05 00:03:47,106 - mmseg - INFO - Iter [104050/160000] lr: 1.204e-05, eta: 9:46:25, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1806, decode.acc_seg: 92.3248, aux.loss_ce: 0.1116, aux.acc_seg: 88.9841, loss: 0.2922 2024-03-05 00:04:17,860 - mmseg - INFO - Iter [104100/160000] lr: 1.203e-05, eta: 9:45:53, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1719, decode.acc_seg: 92.4663, aux.loss_ce: 0.1076, aux.acc_seg: 89.0622, loss: 0.2795 2024-03-05 00:04:48,569 - mmseg - INFO - Iter [104150/160000] lr: 1.202e-05, eta: 9:45:21, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1759, decode.acc_seg: 92.5291, aux.loss_ce: 0.1142, aux.acc_seg: 88.6924, loss: 0.2901 2024-03-05 00:05:19,277 - mmseg - INFO - Iter [104200/160000] lr: 1.201e-05, eta: 9:44:49, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1717, decode.acc_seg: 92.6286, aux.loss_ce: 0.1093, aux.acc_seg: 89.2325, loss: 0.2810 2024-03-05 00:05:50,010 - mmseg - INFO - Iter [104250/160000] lr: 1.200e-05, eta: 9:44:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1790, decode.acc_seg: 92.4327, aux.loss_ce: 0.1151, aux.acc_seg: 88.7857, loss: 0.2941 2024-03-05 00:06:20,731 - mmseg - INFO - Iter [104300/160000] lr: 1.199e-05, eta: 9:43:45, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1766, decode.acc_seg: 92.2761, aux.loss_ce: 0.1149, aux.acc_seg: 88.4883, loss: 0.2915 2024-03-05 00:06:51,538 - mmseg - INFO - Iter [104350/160000] lr: 1.198e-05, eta: 9:43:14, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1832, decode.acc_seg: 92.3445, aux.loss_ce: 0.1155, aux.acc_seg: 88.8382, loss: 0.2987 2024-03-05 00:07:22,067 - mmseg - INFO - Iter [104400/160000] lr: 1.197e-05, eta: 9:42:42, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1787, decode.acc_seg: 92.3320, aux.loss_ce: 0.1110, aux.acc_seg: 88.9034, loss: 0.2897 2024-03-05 00:07:52,819 - mmseg - INFO - Iter [104450/160000] lr: 1.196e-05, eta: 9:42:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1700, decode.acc_seg: 92.8391, aux.loss_ce: 0.1100, aux.acc_seg: 89.3178, loss: 0.2800 2024-03-05 00:08:23,557 - mmseg - INFO - Iter [104500/160000] lr: 1.195e-05, eta: 9:41:38, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1769, decode.acc_seg: 92.4167, aux.loss_ce: 0.1160, aux.acc_seg: 88.6592, loss: 0.2929 2024-03-05 00:08:54,322 - mmseg - INFO - Iter [104550/160000] lr: 1.193e-05, eta: 9:41:06, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1739, decode.acc_seg: 92.7445, aux.loss_ce: 0.1073, aux.acc_seg: 89.4724, loss: 0.2813 2024-03-05 00:09:25,067 - mmseg - INFO - Iter [104600/160000] lr: 1.192e-05, eta: 9:40:35, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1786, decode.acc_seg: 92.4041, aux.loss_ce: 0.1112, aux.acc_seg: 88.8809, loss: 0.2898 2024-03-05 00:09:55,855 - mmseg - INFO - Iter [104650/160000] lr: 1.191e-05, eta: 9:40:03, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1836, decode.acc_seg: 92.2658, aux.loss_ce: 0.1124, aux.acc_seg: 89.0984, loss: 0.2959 2024-03-05 00:10:26,519 - mmseg - INFO - Iter [104700/160000] lr: 1.190e-05, eta: 9:39:31, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1757, decode.acc_seg: 92.5417, aux.loss_ce: 0.1134, aux.acc_seg: 88.8183, loss: 0.2891 2024-03-05 00:10:57,220 - mmseg - INFO - Iter [104750/160000] lr: 1.189e-05, eta: 9:38:59, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1715, decode.acc_seg: 92.6897, aux.loss_ce: 0.1102, aux.acc_seg: 89.1193, loss: 0.2817 2024-03-05 00:11:27,959 - mmseg - INFO - Iter [104800/160000] lr: 1.188e-05, eta: 9:38:27, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1769, decode.acc_seg: 92.5597, aux.loss_ce: 0.1125, aux.acc_seg: 88.9446, loss: 0.2894 2024-03-05 00:12:01,596 - mmseg - INFO - Iter [104850/160000] lr: 1.187e-05, eta: 9:37:57, time: 0.673, data_time: 0.060, memory: 7582, decode.loss_ce: 0.1692, decode.acc_seg: 92.8068, aux.loss_ce: 0.1043, aux.acc_seg: 89.8012, loss: 0.2735 2024-03-05 00:12:32,369 - mmseg - INFO - Iter [104900/160000] lr: 1.186e-05, eta: 9:37:25, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1620, decode.acc_seg: 93.0715, aux.loss_ce: 0.1047, aux.acc_seg: 89.6330, loss: 0.2667 2024-03-05 00:13:03,102 - mmseg - INFO - Iter [104950/160000] lr: 1.185e-05, eta: 9:36:53, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1690, decode.acc_seg: 92.9864, aux.loss_ce: 0.1039, aux.acc_seg: 89.9166, loss: 0.2728 2024-03-05 00:13:33,879 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:13:33,879 - mmseg - INFO - Iter [105000/160000] lr: 1.184e-05, eta: 9:36:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1742, decode.acc_seg: 92.5880, aux.loss_ce: 0.1130, aux.acc_seg: 89.0365, loss: 0.2872 2024-03-05 00:14:04,498 - mmseg - INFO - Iter [105050/160000] lr: 1.183e-05, eta: 9:35:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1777, decode.acc_seg: 92.4646, aux.loss_ce: 0.1117, aux.acc_seg: 89.0284, loss: 0.2894 2024-03-05 00:14:35,274 - mmseg - INFO - Iter [105100/160000] lr: 1.182e-05, eta: 9:35:18, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1718, decode.acc_seg: 92.5222, aux.loss_ce: 0.1124, aux.acc_seg: 88.8681, loss: 0.2842 2024-03-05 00:15:06,051 - mmseg - INFO - Iter [105150/160000] lr: 1.181e-05, eta: 9:34:46, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1690, decode.acc_seg: 92.7294, aux.loss_ce: 0.1091, aux.acc_seg: 89.0686, loss: 0.2781 2024-03-05 00:15:36,904 - mmseg - INFO - Iter [105200/160000] lr: 1.180e-05, eta: 9:34:14, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1778, decode.acc_seg: 92.4434, aux.loss_ce: 0.1108, aux.acc_seg: 89.1143, loss: 0.2886 2024-03-05 00:16:07,609 - mmseg - INFO - Iter [105250/160000] lr: 1.178e-05, eta: 9:33:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1659, decode.acc_seg: 92.9163, aux.loss_ce: 0.1023, aux.acc_seg: 89.7837, loss: 0.2681 2024-03-05 00:16:38,167 - mmseg - INFO - Iter [105300/160000] lr: 1.177e-05, eta: 9:33:11, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1701, decode.acc_seg: 92.5349, aux.loss_ce: 0.1100, aux.acc_seg: 88.9174, loss: 0.2801 2024-03-05 00:17:08,769 - mmseg - INFO - Iter [105350/160000] lr: 1.176e-05, eta: 9:32:39, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1769, decode.acc_seg: 92.4340, aux.loss_ce: 0.1092, aux.acc_seg: 89.2006, loss: 0.2861 2024-03-05 00:17:39,466 - mmseg - INFO - Iter [105400/160000] lr: 1.175e-05, eta: 9:32:07, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1782, decode.acc_seg: 92.2763, aux.loss_ce: 0.1152, aux.acc_seg: 88.6136, loss: 0.2934 2024-03-05 00:18:10,158 - mmseg - INFO - Iter [105450/160000] lr: 1.174e-05, eta: 9:31:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1708, decode.acc_seg: 92.6242, aux.loss_ce: 0.1075, aux.acc_seg: 89.2583, loss: 0.2784 2024-03-05 00:18:40,934 - mmseg - INFO - Iter [105500/160000] lr: 1.173e-05, eta: 9:31:03, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1701, decode.acc_seg: 92.8397, aux.loss_ce: 0.1074, aux.acc_seg: 89.4672, loss: 0.2775 2024-03-05 00:19:11,676 - mmseg - INFO - Iter [105550/160000] lr: 1.172e-05, eta: 9:30:32, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1708, decode.acc_seg: 92.6696, aux.loss_ce: 0.1065, aux.acc_seg: 89.2936, loss: 0.2773 2024-03-05 00:19:42,354 - mmseg - INFO - Iter [105600/160000] lr: 1.171e-05, eta: 9:30:00, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1667, decode.acc_seg: 92.7233, aux.loss_ce: 0.1070, aux.acc_seg: 89.1329, loss: 0.2737 2024-03-05 00:20:12,952 - mmseg - INFO - Iter [105650/160000] lr: 1.170e-05, eta: 9:29:28, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1851, decode.acc_seg: 92.4186, aux.loss_ce: 0.1096, aux.acc_seg: 89.5708, loss: 0.2947 2024-03-05 00:20:43,601 - mmseg - INFO - Iter [105700/160000] lr: 1.169e-05, eta: 9:28:56, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1735, decode.acc_seg: 92.4410, aux.loss_ce: 0.1090, aux.acc_seg: 89.1489, loss: 0.2825 2024-03-05 00:21:14,367 - mmseg - INFO - Iter [105750/160000] lr: 1.168e-05, eta: 9:28:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1839, decode.acc_seg: 92.0436, aux.loss_ce: 0.1132, aux.acc_seg: 88.8343, loss: 0.2970 2024-03-05 00:21:44,993 - mmseg - INFO - Iter [105800/160000] lr: 1.167e-05, eta: 9:27:52, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1766, decode.acc_seg: 92.3550, aux.loss_ce: 0.1128, aux.acc_seg: 88.7630, loss: 0.2894 2024-03-05 00:22:15,759 - mmseg - INFO - Iter [105850/160000] lr: 1.166e-05, eta: 9:27:21, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1736, decode.acc_seg: 92.5660, aux.loss_ce: 0.1129, aux.acc_seg: 88.7846, loss: 0.2865 2024-03-05 00:22:46,681 - mmseg - INFO - Iter [105900/160000] lr: 1.164e-05, eta: 9:26:49, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1765, decode.acc_seg: 92.4770, aux.loss_ce: 0.1109, aux.acc_seg: 88.9653, loss: 0.2874 2024-03-05 00:23:17,365 - mmseg - INFO - Iter [105950/160000] lr: 1.163e-05, eta: 9:26:17, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1656, decode.acc_seg: 92.9954, aux.loss_ce: 0.1070, aux.acc_seg: 89.5766, loss: 0.2727 2024-03-05 00:23:48,208 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:23:48,208 - mmseg - INFO - Iter [106000/160000] lr: 1.162e-05, eta: 9:25:45, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1758, decode.acc_seg: 92.6978, aux.loss_ce: 0.1118, aux.acc_seg: 89.1706, loss: 0.2876 2024-03-05 00:24:18,855 - mmseg - INFO - Iter [106050/160000] lr: 1.161e-05, eta: 9:25:14, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1769, decode.acc_seg: 92.4654, aux.loss_ce: 0.1124, aux.acc_seg: 88.9559, loss: 0.2893 2024-03-05 00:24:52,262 - mmseg - INFO - Iter [106100/160000] lr: 1.160e-05, eta: 9:24:43, time: 0.668, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1783, decode.acc_seg: 92.3071, aux.loss_ce: 0.1108, aux.acc_seg: 88.9979, loss: 0.2890 2024-03-05 00:25:22,956 - mmseg - INFO - Iter [106150/160000] lr: 1.159e-05, eta: 9:24:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1782, decode.acc_seg: 92.4454, aux.loss_ce: 0.1114, aux.acc_seg: 88.9939, loss: 0.2896 2024-03-05 00:25:53,647 - mmseg - INFO - Iter [106200/160000] lr: 1.158e-05, eta: 9:23:40, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1704, decode.acc_seg: 92.8087, aux.loss_ce: 0.1054, aux.acc_seg: 89.5345, loss: 0.2758 2024-03-05 00:26:24,313 - mmseg - INFO - Iter [106250/160000] lr: 1.157e-05, eta: 9:23:08, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1740, decode.acc_seg: 92.4039, aux.loss_ce: 0.1111, aux.acc_seg: 88.8838, loss: 0.2851 2024-03-05 00:26:54,984 - mmseg - INFO - Iter [106300/160000] lr: 1.156e-05, eta: 9:22:36, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1682, decode.acc_seg: 92.7944, aux.loss_ce: 0.1067, aux.acc_seg: 89.5215, loss: 0.2749 2024-03-05 00:27:25,938 - mmseg - INFO - Iter [106350/160000] lr: 1.155e-05, eta: 9:22:04, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1797, decode.acc_seg: 92.3267, aux.loss_ce: 0.1160, aux.acc_seg: 88.6829, loss: 0.2958 2024-03-05 00:27:56,713 - mmseg - INFO - Iter [106400/160000] lr: 1.154e-05, eta: 9:21:33, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1752, decode.acc_seg: 92.7343, aux.loss_ce: 0.1104, aux.acc_seg: 89.0877, loss: 0.2856 2024-03-05 00:28:27,552 - mmseg - INFO - Iter [106450/160000] lr: 1.153e-05, eta: 9:21:01, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1677, decode.acc_seg: 92.6435, aux.loss_ce: 0.1062, aux.acc_seg: 89.2970, loss: 0.2739 2024-03-05 00:28:58,167 - mmseg - INFO - Iter [106500/160000] lr: 1.152e-05, eta: 9:20:29, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1794, decode.acc_seg: 92.5227, aux.loss_ce: 0.1178, aux.acc_seg: 88.7286, loss: 0.2972 2024-03-05 00:29:29,067 - mmseg - INFO - Iter [106550/160000] lr: 1.150e-05, eta: 9:19:57, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1824, decode.acc_seg: 92.3483, aux.loss_ce: 0.1160, aux.acc_seg: 88.6956, loss: 0.2984 2024-03-05 00:29:59,993 - mmseg - INFO - Iter [106600/160000] lr: 1.149e-05, eta: 9:19:26, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1681, decode.acc_seg: 92.9127, aux.loss_ce: 0.1081, aux.acc_seg: 89.4131, loss: 0.2762 2024-03-05 00:30:30,841 - mmseg - INFO - Iter [106650/160000] lr: 1.148e-05, eta: 9:18:54, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1743, decode.acc_seg: 92.4653, aux.loss_ce: 0.1095, aux.acc_seg: 89.2104, loss: 0.2838 2024-03-05 00:31:01,420 - mmseg - INFO - Iter [106700/160000] lr: 1.147e-05, eta: 9:18:22, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1791, decode.acc_seg: 92.3549, aux.loss_ce: 0.1121, aux.acc_seg: 88.8700, loss: 0.2911 2024-03-05 00:31:32,209 - mmseg - INFO - Iter [106750/160000] lr: 1.146e-05, eta: 9:17:50, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1695, decode.acc_seg: 92.8292, aux.loss_ce: 0.1056, aux.acc_seg: 89.7692, loss: 0.2751 2024-03-05 00:32:02,711 - mmseg - INFO - Iter [106800/160000] lr: 1.145e-05, eta: 9:17:18, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1763, decode.acc_seg: 92.4755, aux.loss_ce: 0.1127, aux.acc_seg: 89.0110, loss: 0.2890 2024-03-05 00:32:33,463 - mmseg - INFO - Iter [106850/160000] lr: 1.144e-05, eta: 9:16:47, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1779, decode.acc_seg: 92.4396, aux.loss_ce: 0.1107, aux.acc_seg: 89.1425, loss: 0.2886 2024-03-05 00:33:04,065 - mmseg - INFO - Iter [106900/160000] lr: 1.143e-05, eta: 9:16:15, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1697, decode.acc_seg: 92.7560, aux.loss_ce: 0.1050, aux.acc_seg: 89.6145, loss: 0.2746 2024-03-05 00:33:34,763 - mmseg - INFO - Iter [106950/160000] lr: 1.142e-05, eta: 9:15:43, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1772, decode.acc_seg: 92.4627, aux.loss_ce: 0.1115, aux.acc_seg: 88.9978, loss: 0.2886 2024-03-05 00:34:05,569 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:34:05,570 - mmseg - INFO - Iter [107000/160000] lr: 1.141e-05, eta: 9:15:11, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1822, decode.acc_seg: 92.2133, aux.loss_ce: 0.1142, aux.acc_seg: 88.8092, loss: 0.2964 2024-03-05 00:34:36,281 - mmseg - INFO - Iter [107050/160000] lr: 1.140e-05, eta: 9:14:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1828, decode.acc_seg: 92.2851, aux.loss_ce: 0.1158, aux.acc_seg: 88.7447, loss: 0.2987 2024-03-05 00:35:07,058 - mmseg - INFO - Iter [107100/160000] lr: 1.139e-05, eta: 9:14:08, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1650, decode.acc_seg: 92.8882, aux.loss_ce: 0.1036, aux.acc_seg: 89.5714, loss: 0.2686 2024-03-05 00:35:37,688 - mmseg - INFO - Iter [107150/160000] lr: 1.138e-05, eta: 9:13:36, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1770, decode.acc_seg: 92.4529, aux.loss_ce: 0.1159, aux.acc_seg: 88.7932, loss: 0.2929 2024-03-05 00:36:08,343 - mmseg - INFO - Iter [107200/160000] lr: 1.136e-05, eta: 9:13:04, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1688, decode.acc_seg: 92.7927, aux.loss_ce: 0.1043, aux.acc_seg: 89.6149, loss: 0.2730 2024-03-05 00:36:38,976 - mmseg - INFO - Iter [107250/160000] lr: 1.135e-05, eta: 9:12:32, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1653, decode.acc_seg: 93.0482, aux.loss_ce: 0.1016, aux.acc_seg: 90.0802, loss: 0.2669 2024-03-05 00:37:09,735 - mmseg - INFO - Iter [107300/160000] lr: 1.134e-05, eta: 9:12:01, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1726, decode.acc_seg: 92.6217, aux.loss_ce: 0.1060, aux.acc_seg: 89.5280, loss: 0.2786 2024-03-05 00:37:40,311 - mmseg - INFO - Iter [107350/160000] lr: 1.133e-05, eta: 9:11:29, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1662, decode.acc_seg: 92.8146, aux.loss_ce: 0.1045, aux.acc_seg: 89.5520, loss: 0.2707 2024-03-05 00:38:14,055 - mmseg - INFO - Iter [107400/160000] lr: 1.132e-05, eta: 9:10:58, time: 0.675, data_time: 0.051, memory: 7582, decode.loss_ce: 0.1656, decode.acc_seg: 92.9797, aux.loss_ce: 0.1044, aux.acc_seg: 89.6285, loss: 0.2700 2024-03-05 00:38:44,851 - mmseg - INFO - Iter [107450/160000] lr: 1.131e-05, eta: 9:10:27, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1736, decode.acc_seg: 92.5575, aux.loss_ce: 0.1069, aux.acc_seg: 89.4510, loss: 0.2805 2024-03-05 00:39:15,527 - mmseg - INFO - Iter [107500/160000] lr: 1.130e-05, eta: 9:09:55, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1654, decode.acc_seg: 92.7507, aux.loss_ce: 0.1061, aux.acc_seg: 89.1776, loss: 0.2716 2024-03-05 00:39:46,208 - mmseg - INFO - Iter [107550/160000] lr: 1.129e-05, eta: 9:09:23, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1706, decode.acc_seg: 92.6633, aux.loss_ce: 0.1038, aux.acc_seg: 89.6115, loss: 0.2744 2024-03-05 00:40:16,718 - mmseg - INFO - Iter [107600/160000] lr: 1.128e-05, eta: 9:08:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1659, decode.acc_seg: 92.9355, aux.loss_ce: 0.1060, aux.acc_seg: 89.5618, loss: 0.2719 2024-03-05 00:40:47,298 - mmseg - INFO - Iter [107650/160000] lr: 1.127e-05, eta: 9:08:19, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1648, decode.acc_seg: 92.8553, aux.loss_ce: 0.1044, aux.acc_seg: 89.6443, loss: 0.2692 2024-03-05 00:41:18,075 - mmseg - INFO - Iter [107700/160000] lr: 1.126e-05, eta: 9:07:48, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1687, decode.acc_seg: 92.8042, aux.loss_ce: 0.1074, aux.acc_seg: 89.4502, loss: 0.2761 2024-03-05 00:41:48,773 - mmseg - INFO - Iter [107750/160000] lr: 1.125e-05, eta: 9:07:16, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1682, decode.acc_seg: 92.7701, aux.loss_ce: 0.1035, aux.acc_seg: 89.8331, loss: 0.2717 2024-03-05 00:42:19,378 - mmseg - INFO - Iter [107800/160000] lr: 1.124e-05, eta: 9:06:44, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1657, decode.acc_seg: 92.7406, aux.loss_ce: 0.1063, aux.acc_seg: 89.2311, loss: 0.2720 2024-03-05 00:42:50,066 - mmseg - INFO - Iter [107850/160000] lr: 1.122e-05, eta: 9:06:12, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1692, decode.acc_seg: 92.9505, aux.loss_ce: 0.1072, aux.acc_seg: 89.6126, loss: 0.2765 2024-03-05 00:43:20,468 - mmseg - INFO - Iter [107900/160000] lr: 1.121e-05, eta: 9:05:40, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1610, decode.acc_seg: 93.2418, aux.loss_ce: 0.1055, aux.acc_seg: 89.8190, loss: 0.2665 2024-03-05 00:43:50,996 - mmseg - INFO - Iter [107950/160000] lr: 1.120e-05, eta: 9:05:09, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1704, decode.acc_seg: 92.7465, aux.loss_ce: 0.1096, aux.acc_seg: 89.1479, loss: 0.2800 2024-03-05 00:44:21,531 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:44:21,532 - mmseg - INFO - Iter [108000/160000] lr: 1.119e-05, eta: 9:04:37, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1660, decode.acc_seg: 92.7764, aux.loss_ce: 0.1045, aux.acc_seg: 89.6625, loss: 0.2706 2024-03-05 00:44:52,373 - mmseg - INFO - Iter [108050/160000] lr: 1.118e-05, eta: 9:04:05, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1770, decode.acc_seg: 92.4618, aux.loss_ce: 0.1118, aux.acc_seg: 88.7295, loss: 0.2888 2024-03-05 00:45:23,157 - mmseg - INFO - Iter [108100/160000] lr: 1.117e-05, eta: 9:03:33, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1676, decode.acc_seg: 92.9310, aux.loss_ce: 0.1065, aux.acc_seg: 89.5585, loss: 0.2741 2024-03-05 00:45:53,809 - mmseg - INFO - Iter [108150/160000] lr: 1.116e-05, eta: 9:03:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1758, decode.acc_seg: 92.5379, aux.loss_ce: 0.1153, aux.acc_seg: 88.6493, loss: 0.2910 2024-03-05 00:46:24,416 - mmseg - INFO - Iter [108200/160000] lr: 1.115e-05, eta: 9:02:30, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1708, decode.acc_seg: 92.4718, aux.loss_ce: 0.1071, aux.acc_seg: 89.1047, loss: 0.2780 2024-03-05 00:46:55,148 - mmseg - INFO - Iter [108250/160000] lr: 1.114e-05, eta: 9:01:58, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1624, decode.acc_seg: 92.9225, aux.loss_ce: 0.1016, aux.acc_seg: 89.7601, loss: 0.2641 2024-03-05 00:47:25,908 - mmseg - INFO - Iter [108300/160000] lr: 1.113e-05, eta: 9:01:26, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1671, decode.acc_seg: 92.9887, aux.loss_ce: 0.1064, aux.acc_seg: 89.4303, loss: 0.2735 2024-03-05 00:47:56,567 - mmseg - INFO - Iter [108350/160000] lr: 1.112e-05, eta: 9:00:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1750, decode.acc_seg: 92.5717, aux.loss_ce: 0.1129, aux.acc_seg: 89.0000, loss: 0.2879 2024-03-05 00:48:27,221 - mmseg - INFO - Iter [108400/160000] lr: 1.111e-05, eta: 9:00:23, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1804, decode.acc_seg: 92.2639, aux.loss_ce: 0.1125, aux.acc_seg: 88.7269, loss: 0.2929 2024-03-05 00:48:58,056 - mmseg - INFO - Iter [108450/160000] lr: 1.110e-05, eta: 8:59:51, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1671, decode.acc_seg: 92.9132, aux.loss_ce: 0.1109, aux.acc_seg: 89.2829, loss: 0.2779 2024-03-05 00:49:28,929 - mmseg - INFO - Iter [108500/160000] lr: 1.108e-05, eta: 8:59:19, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1645, decode.acc_seg: 92.9891, aux.loss_ce: 0.1035, aux.acc_seg: 89.7148, loss: 0.2680 2024-03-05 00:49:59,550 - mmseg - INFO - Iter [108550/160000] lr: 1.107e-05, eta: 8:58:47, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1691, decode.acc_seg: 92.7810, aux.loss_ce: 0.1056, aux.acc_seg: 89.4568, loss: 0.2747 2024-03-05 00:50:30,304 - mmseg - INFO - Iter [108600/160000] lr: 1.106e-05, eta: 8:58:16, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1694, decode.acc_seg: 92.6942, aux.loss_ce: 0.1047, aux.acc_seg: 89.4304, loss: 0.2741 2024-03-05 00:51:04,158 - mmseg - INFO - Iter [108650/160000] lr: 1.105e-05, eta: 8:57:45, time: 0.677, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1738, decode.acc_seg: 92.5163, aux.loss_ce: 0.1122, aux.acc_seg: 88.8632, loss: 0.2860 2024-03-05 00:51:34,611 - mmseg - INFO - Iter [108700/160000] lr: 1.104e-05, eta: 8:57:14, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1857, decode.acc_seg: 92.4875, aux.loss_ce: 0.1145, aux.acc_seg: 89.0281, loss: 0.3002 2024-03-05 00:52:05,119 - mmseg - INFO - Iter [108750/160000] lr: 1.103e-05, eta: 8:56:42, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1697, decode.acc_seg: 92.7019, aux.loss_ce: 0.1099, aux.acc_seg: 89.1468, loss: 0.2796 2024-03-05 00:52:35,738 - mmseg - INFO - Iter [108800/160000] lr: 1.102e-05, eta: 8:56:10, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1720, decode.acc_seg: 92.6663, aux.loss_ce: 0.1092, aux.acc_seg: 89.3949, loss: 0.2812 2024-03-05 00:53:06,270 - mmseg - INFO - Iter [108850/160000] lr: 1.101e-05, eta: 8:55:38, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1672, decode.acc_seg: 92.7808, aux.loss_ce: 0.1074, aux.acc_seg: 89.4318, loss: 0.2746 2024-03-05 00:53:36,981 - mmseg - INFO - Iter [108900/160000] lr: 1.100e-05, eta: 8:55:06, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1601, decode.acc_seg: 93.0053, aux.loss_ce: 0.1012, aux.acc_seg: 89.9614, loss: 0.2613 2024-03-05 00:54:07,880 - mmseg - INFO - Iter [108950/160000] lr: 1.099e-05, eta: 8:54:35, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1599, decode.acc_seg: 92.9973, aux.loss_ce: 0.0996, aux.acc_seg: 89.9333, loss: 0.2595 2024-03-05 00:54:38,948 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 00:54:38,948 - mmseg - INFO - Iter [109000/160000] lr: 1.098e-05, eta: 8:54:03, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1614, decode.acc_seg: 92.9585, aux.loss_ce: 0.1034, aux.acc_seg: 89.6076, loss: 0.2647 2024-03-05 00:55:09,881 - mmseg - INFO - Iter [109050/160000] lr: 1.097e-05, eta: 8:53:31, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1754, decode.acc_seg: 92.6524, aux.loss_ce: 0.1129, aux.acc_seg: 89.0659, loss: 0.2883 2024-03-05 00:55:40,607 - mmseg - INFO - Iter [109100/160000] lr: 1.096e-05, eta: 8:53:00, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1677, decode.acc_seg: 92.6735, aux.loss_ce: 0.1080, aux.acc_seg: 89.3196, loss: 0.2756 2024-03-05 00:56:11,547 - mmseg - INFO - Iter [109150/160000] lr: 1.094e-05, eta: 8:52:28, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1485, decode.acc_seg: 93.5085, aux.loss_ce: 0.0945, aux.acc_seg: 90.4731, loss: 0.2430 2024-03-05 00:56:42,330 - mmseg - INFO - Iter [109200/160000] lr: 1.093e-05, eta: 8:51:56, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1638, decode.acc_seg: 92.9313, aux.loss_ce: 0.1039, aux.acc_seg: 89.7600, loss: 0.2677 2024-03-05 00:57:13,040 - mmseg - INFO - Iter [109250/160000] lr: 1.092e-05, eta: 8:51:25, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1620, decode.acc_seg: 93.0848, aux.loss_ce: 0.1028, aux.acc_seg: 89.8857, loss: 0.2648 2024-03-05 00:57:43,628 - mmseg - INFO - Iter [109300/160000] lr: 1.091e-05, eta: 8:50:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1655, decode.acc_seg: 93.0268, aux.loss_ce: 0.1039, aux.acc_seg: 89.6336, loss: 0.2695 2024-03-05 00:58:14,344 - mmseg - INFO - Iter [109350/160000] lr: 1.090e-05, eta: 8:50:21, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1644, decode.acc_seg: 92.9739, aux.loss_ce: 0.1058, aux.acc_seg: 89.3948, loss: 0.2703 2024-03-05 00:58:44,951 - mmseg - INFO - Iter [109400/160000] lr: 1.089e-05, eta: 8:49:49, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1733, decode.acc_seg: 92.6328, aux.loss_ce: 0.1116, aux.acc_seg: 89.1218, loss: 0.2849 2024-03-05 00:59:15,722 - mmseg - INFO - Iter [109450/160000] lr: 1.088e-05, eta: 8:49:18, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1815, decode.acc_seg: 92.5202, aux.loss_ce: 0.1105, aux.acc_seg: 89.3857, loss: 0.2920 2024-03-05 00:59:46,395 - mmseg - INFO - Iter [109500/160000] lr: 1.087e-05, eta: 8:48:46, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1771, decode.acc_seg: 92.4348, aux.loss_ce: 0.1089, aux.acc_seg: 89.2389, loss: 0.2859 2024-03-05 01:00:17,146 - mmseg - INFO - Iter [109550/160000] lr: 1.086e-05, eta: 8:48:14, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1725, decode.acc_seg: 92.6307, aux.loss_ce: 0.1082, aux.acc_seg: 89.1680, loss: 0.2807 2024-03-05 01:00:47,918 - mmseg - INFO - Iter [109600/160000] lr: 1.085e-05, eta: 8:47:42, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1710, decode.acc_seg: 92.6176, aux.loss_ce: 0.1025, aux.acc_seg: 89.7946, loss: 0.2735 2024-03-05 01:01:18,583 - mmseg - INFO - Iter [109650/160000] lr: 1.084e-05, eta: 8:47:11, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1617, decode.acc_seg: 92.9627, aux.loss_ce: 0.1022, aux.acc_seg: 89.9737, loss: 0.2639 2024-03-05 01:01:49,387 - mmseg - INFO - Iter [109700/160000] lr: 1.083e-05, eta: 8:46:39, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1669, decode.acc_seg: 92.9413, aux.loss_ce: 0.1060, aux.acc_seg: 89.4924, loss: 0.2728 2024-03-05 01:02:19,958 - mmseg - INFO - Iter [109750/160000] lr: 1.082e-05, eta: 8:46:07, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1724, decode.acc_seg: 92.5803, aux.loss_ce: 0.1096, aux.acc_seg: 89.1135, loss: 0.2820 2024-03-05 01:02:50,660 - mmseg - INFO - Iter [109800/160000] lr: 1.080e-05, eta: 8:45:35, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1676, decode.acc_seg: 92.8232, aux.loss_ce: 0.1046, aux.acc_seg: 89.6354, loss: 0.2722 2024-03-05 01:03:21,318 - mmseg - INFO - Iter [109850/160000] lr: 1.079e-05, eta: 8:45:04, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1658, decode.acc_seg: 92.7719, aux.loss_ce: 0.1062, aux.acc_seg: 89.2889, loss: 0.2720 2024-03-05 01:03:55,029 - mmseg - INFO - Iter [109900/160000] lr: 1.078e-05, eta: 8:44:33, time: 0.675, data_time: 0.066, memory: 7582, decode.loss_ce: 0.1797, decode.acc_seg: 92.1971, aux.loss_ce: 0.1126, aux.acc_seg: 88.8120, loss: 0.2924 2024-03-05 01:04:25,622 - mmseg - INFO - Iter [109950/160000] lr: 1.077e-05, eta: 8:44:02, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1720, decode.acc_seg: 92.5766, aux.loss_ce: 0.1104, aux.acc_seg: 88.9724, loss: 0.2824 2024-03-05 01:04:56,246 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:04:56,246 - mmseg - INFO - Iter [110000/160000] lr: 1.076e-05, eta: 8:43:30, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1609, decode.acc_seg: 93.1359, aux.loss_ce: 0.1016, aux.acc_seg: 89.8433, loss: 0.2625 2024-03-05 01:05:26,874 - mmseg - INFO - Iter [110050/160000] lr: 1.075e-05, eta: 8:42:58, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1697, decode.acc_seg: 92.7071, aux.loss_ce: 0.1093, aux.acc_seg: 89.1514, loss: 0.2791 2024-03-05 01:05:57,563 - mmseg - INFO - Iter [110100/160000] lr: 1.074e-05, eta: 8:42:26, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1638, decode.acc_seg: 92.9034, aux.loss_ce: 0.1095, aux.acc_seg: 89.1624, loss: 0.2733 2024-03-05 01:06:28,244 - mmseg - INFO - Iter [110150/160000] lr: 1.073e-05, eta: 8:41:55, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1649, decode.acc_seg: 93.1056, aux.loss_ce: 0.1071, aux.acc_seg: 89.6001, loss: 0.2720 2024-03-05 01:06:58,906 - mmseg - INFO - Iter [110200/160000] lr: 1.072e-05, eta: 8:41:23, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1661, decode.acc_seg: 92.6382, aux.loss_ce: 0.1062, aux.acc_seg: 89.1667, loss: 0.2723 2024-03-05 01:07:29,618 - mmseg - INFO - Iter [110250/160000] lr: 1.071e-05, eta: 8:40:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1730, decode.acc_seg: 92.8084, aux.loss_ce: 0.1123, aux.acc_seg: 89.1912, loss: 0.2853 2024-03-05 01:08:00,239 - mmseg - INFO - Iter [110300/160000] lr: 1.070e-05, eta: 8:40:19, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1664, decode.acc_seg: 92.8992, aux.loss_ce: 0.1100, aux.acc_seg: 89.1388, loss: 0.2764 2024-03-05 01:08:31,001 - mmseg - INFO - Iter [110350/160000] lr: 1.069e-05, eta: 8:39:48, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1647, decode.acc_seg: 92.9277, aux.loss_ce: 0.1030, aux.acc_seg: 89.6922, loss: 0.2677 2024-03-05 01:09:01,879 - mmseg - INFO - Iter [110400/160000] lr: 1.068e-05, eta: 8:39:16, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1700, decode.acc_seg: 92.7887, aux.loss_ce: 0.1067, aux.acc_seg: 89.5493, loss: 0.2766 2024-03-05 01:09:32,740 - mmseg - INFO - Iter [110450/160000] lr: 1.067e-05, eta: 8:38:44, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1633, decode.acc_seg: 92.9223, aux.loss_ce: 0.1026, aux.acc_seg: 89.8122, loss: 0.2659 2024-03-05 01:10:03,521 - mmseg - INFO - Iter [110500/160000] lr: 1.065e-05, eta: 8:38:13, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1641, decode.acc_seg: 93.0089, aux.loss_ce: 0.1023, aux.acc_seg: 90.0116, loss: 0.2664 2024-03-05 01:10:34,164 - mmseg - INFO - Iter [110550/160000] lr: 1.064e-05, eta: 8:37:41, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1696, decode.acc_seg: 92.7912, aux.loss_ce: 0.1097, aux.acc_seg: 89.2699, loss: 0.2793 2024-03-05 01:11:05,026 - mmseg - INFO - Iter [110600/160000] lr: 1.063e-05, eta: 8:37:09, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1688, decode.acc_seg: 92.8193, aux.loss_ce: 0.1038, aux.acc_seg: 89.7279, loss: 0.2726 2024-03-05 01:11:35,664 - mmseg - INFO - Iter [110650/160000] lr: 1.062e-05, eta: 8:36:38, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1736, decode.acc_seg: 92.4767, aux.loss_ce: 0.1093, aux.acc_seg: 88.8874, loss: 0.2829 2024-03-05 01:12:06,463 - mmseg - INFO - Iter [110700/160000] lr: 1.061e-05, eta: 8:36:06, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1640, decode.acc_seg: 93.0224, aux.loss_ce: 0.1047, aux.acc_seg: 89.6980, loss: 0.2687 2024-03-05 01:12:37,169 - mmseg - INFO - Iter [110750/160000] lr: 1.060e-05, eta: 8:35:34, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1622, decode.acc_seg: 92.7669, aux.loss_ce: 0.1050, aux.acc_seg: 89.3490, loss: 0.2672 2024-03-05 01:13:07,944 - mmseg - INFO - Iter [110800/160000] lr: 1.059e-05, eta: 8:35:02, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1695, decode.acc_seg: 93.0703, aux.loss_ce: 0.1084, aux.acc_seg: 89.5114, loss: 0.2779 2024-03-05 01:13:38,481 - mmseg - INFO - Iter [110850/160000] lr: 1.058e-05, eta: 8:34:31, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1751, decode.acc_seg: 92.6608, aux.loss_ce: 0.1085, aux.acc_seg: 89.5961, loss: 0.2836 2024-03-05 01:14:09,175 - mmseg - INFO - Iter [110900/160000] lr: 1.057e-05, eta: 8:33:59, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1689, decode.acc_seg: 92.7230, aux.loss_ce: 0.1047, aux.acc_seg: 89.7095, loss: 0.2736 2024-03-05 01:14:39,776 - mmseg - INFO - Iter [110950/160000] lr: 1.056e-05, eta: 8:33:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1666, decode.acc_seg: 92.8968, aux.loss_ce: 0.1050, aux.acc_seg: 89.7112, loss: 0.2716 2024-03-05 01:15:10,364 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:15:10,364 - mmseg - INFO - Iter [111000/160000] lr: 1.055e-05, eta: 8:32:55, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1655, decode.acc_seg: 92.8431, aux.loss_ce: 0.1043, aux.acc_seg: 89.5790, loss: 0.2699 2024-03-05 01:15:41,029 - mmseg - INFO - Iter [111050/160000] lr: 1.054e-05, eta: 8:32:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1684, decode.acc_seg: 92.8922, aux.loss_ce: 0.1078, aux.acc_seg: 89.5048, loss: 0.2761 2024-03-05 01:16:11,866 - mmseg - INFO - Iter [111100/160000] lr: 1.053e-05, eta: 8:31:52, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1669, decode.acc_seg: 92.7126, aux.loss_ce: 0.1076, aux.acc_seg: 89.1177, loss: 0.2745 2024-03-05 01:16:45,735 - mmseg - INFO - Iter [111150/160000] lr: 1.051e-05, eta: 8:31:22, time: 0.677, data_time: 0.065, memory: 7582, decode.loss_ce: 0.1721, decode.acc_seg: 92.7316, aux.loss_ce: 0.1058, aux.acc_seg: 89.6009, loss: 0.2780 2024-03-05 01:17:16,260 - mmseg - INFO - Iter [111200/160000] lr: 1.050e-05, eta: 8:30:50, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1614, decode.acc_seg: 92.9379, aux.loss_ce: 0.1014, aux.acc_seg: 89.8352, loss: 0.2628 2024-03-05 01:17:46,736 - mmseg - INFO - Iter [111250/160000] lr: 1.049e-05, eta: 8:30:18, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1604, decode.acc_seg: 93.1584, aux.loss_ce: 0.1021, aux.acc_seg: 89.8996, loss: 0.2625 2024-03-05 01:18:17,363 - mmseg - INFO - Iter [111300/160000] lr: 1.048e-05, eta: 8:29:46, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1574, decode.acc_seg: 93.2806, aux.loss_ce: 0.1003, aux.acc_seg: 90.2199, loss: 0.2577 2024-03-05 01:18:48,084 - mmseg - INFO - Iter [111350/160000] lr: 1.047e-05, eta: 8:29:15, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1670, decode.acc_seg: 92.9253, aux.loss_ce: 0.1057, aux.acc_seg: 89.6078, loss: 0.2728 2024-03-05 01:19:18,964 - mmseg - INFO - Iter [111400/160000] lr: 1.046e-05, eta: 8:28:43, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1722, decode.acc_seg: 92.5801, aux.loss_ce: 0.1104, aux.acc_seg: 89.0453, loss: 0.2826 2024-03-05 01:19:49,908 - mmseg - INFO - Iter [111450/160000] lr: 1.045e-05, eta: 8:28:11, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1592, decode.acc_seg: 93.1119, aux.loss_ce: 0.1036, aux.acc_seg: 89.5959, loss: 0.2628 2024-03-05 01:20:20,662 - mmseg - INFO - Iter [111500/160000] lr: 1.044e-05, eta: 8:27:40, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1659, decode.acc_seg: 92.9758, aux.loss_ce: 0.1037, aux.acc_seg: 89.8510, loss: 0.2696 2024-03-05 01:20:51,429 - mmseg - INFO - Iter [111550/160000] lr: 1.043e-05, eta: 8:27:08, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1685, decode.acc_seg: 92.9448, aux.loss_ce: 0.1058, aux.acc_seg: 89.6362, loss: 0.2742 2024-03-05 01:21:22,028 - mmseg - INFO - Iter [111600/160000] lr: 1.042e-05, eta: 8:26:36, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1674, decode.acc_seg: 92.9321, aux.loss_ce: 0.1085, aux.acc_seg: 89.3823, loss: 0.2759 2024-03-05 01:21:52,510 - mmseg - INFO - Iter [111650/160000] lr: 1.041e-05, eta: 8:26:04, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1748, decode.acc_seg: 92.5995, aux.loss_ce: 0.1127, aux.acc_seg: 88.9122, loss: 0.2875 2024-03-05 01:22:23,158 - mmseg - INFO - Iter [111700/160000] lr: 1.040e-05, eta: 8:25:33, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1596, decode.acc_seg: 93.0313, aux.loss_ce: 0.1001, aux.acc_seg: 89.9721, loss: 0.2598 2024-03-05 01:22:53,917 - mmseg - INFO - Iter [111750/160000] lr: 1.039e-05, eta: 8:25:01, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1597, decode.acc_seg: 93.1240, aux.loss_ce: 0.1002, aux.acc_seg: 90.0016, loss: 0.2599 2024-03-05 01:23:24,606 - mmseg - INFO - Iter [111800/160000] lr: 1.037e-05, eta: 8:24:29, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1621, decode.acc_seg: 92.9221, aux.loss_ce: 0.1037, aux.acc_seg: 89.3700, loss: 0.2658 2024-03-05 01:23:55,484 - mmseg - INFO - Iter [111850/160000] lr: 1.036e-05, eta: 8:23:58, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1563, decode.acc_seg: 93.2132, aux.loss_ce: 0.0984, aux.acc_seg: 90.1214, loss: 0.2547 2024-03-05 01:24:26,173 - mmseg - INFO - Iter [111900/160000] lr: 1.035e-05, eta: 8:23:26, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1651, decode.acc_seg: 92.9334, aux.loss_ce: 0.1047, aux.acc_seg: 89.5387, loss: 0.2698 2024-03-05 01:24:56,885 - mmseg - INFO - Iter [111950/160000] lr: 1.034e-05, eta: 8:22:54, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1727, decode.acc_seg: 92.7079, aux.loss_ce: 0.1125, aux.acc_seg: 89.2344, loss: 0.2851 2024-03-05 01:25:27,333 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:25:27,333 - mmseg - INFO - Iter [112000/160000] lr: 1.033e-05, eta: 8:22:23, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1592, decode.acc_seg: 93.3374, aux.loss_ce: 0.0982, aux.acc_seg: 90.1723, loss: 0.2574 2024-03-05 01:27:58,588 - mmseg - INFO - per class results: 2024-03-05 01:27:58,597 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 77.62 | 89.06 | | building | 81.78 | 92.97 | | sky | 94.13 | 97.18 | | floor | 81.07 | 89.86 | | tree | 72.76 | 87.93 | | ceiling | 83.32 | 91.25 | | road | 83.46 | 92.42 | | bed | 89.99 | 95.52 | | windowpane | 61.67 | 78.28 | | grass | 71.06 | 87.02 | | cabinet | 60.46 | 73.47 | | sidewalk | 66.29 | 77.59 | | person | 81.22 | 92.9 | | earth | 34.05 | 46.19 | | door | 50.83 | 66.36 | | table | 61.91 | 81.78 | | mountain | 57.0 | 74.8 | | plant | 52.9 | 64.6 | | curtain | 74.69 | 83.85 | | chair | 57.31 | 71.59 | | car | 84.05 | 91.79 | | water | 48.42 | 63.87 | | painting | 71.65 | 89.67 | | sofa | 70.45 | 86.77 | | shelf | 43.66 | 63.19 | | house | 32.81 | 40.04 | | sea | 46.42 | 72.3 | | mirror | 63.63 | 72.1 | | rug | 56.93 | 67.1 | | field | 33.77 | 44.61 | | armchair | 46.26 | 65.38 | | seat | 63.8 | 81.16 | | fence | 40.02 | 57.84 | | desk | 52.18 | 71.1 | | rock | 44.74 | 70.05 | | wardrobe | 46.3 | 59.72 | | lamp | 63.57 | 76.83 | | bathtub | 82.65 | 88.96 | | railing | 33.69 | 44.47 | | cushion | 57.42 | 72.52 | | base | 20.59 | 24.21 | | box | 24.0 | 29.9 | | column | 42.92 | 53.48 | | signboard | 36.39 | 48.73 | | chest of drawers | 41.32 | 54.96 | | counter | 21.59 | 27.5 | | sand | 37.63 | 54.29 | | sink | 69.93 | 80.28 | | skyscraper | 60.92 | 74.88 | | fireplace | 72.31 | 86.46 | | refrigerator | 75.82 | 84.57 | | grandstand | 37.5 | 68.62 | | path | 18.45 | 26.5 | | stairs | 31.31 | 41.36 | | runway | 67.82 | 87.08 | | case | 50.24 | 58.07 | | pool table | 92.62 | 96.53 | | pillow | 62.31 | 71.57 | | screen door | 69.32 | 80.02 | | stairway | 30.46 | 35.8 | | river | 10.34 | 16.11 | | bridge | 31.66 | 35.89 | | bookcase | 41.52 | 54.35 | | blind | 40.55 | 42.45 | | coffee table | 62.8 | 75.56 | | toilet | 84.64 | 91.66 | | flower | 41.12 | 55.93 | | book | 48.74 | 69.43 | | hill | 5.72 | 7.97 | | bench | 43.49 | 51.51 | | countertop | 55.37 | 69.81 | | stove | 75.63 | 81.76 | | palm | 51.31 | 77.2 | | kitchen island | 36.15 | 54.18 | | computer | 60.52 | 72.37 | | swivel chair | 47.88 | 67.17 | | boat | 36.48 | 61.9 | | bar | 35.11 | 43.35 | | arcade machine | 43.31 | 46.29 | | hovel | 27.62 | 39.9 | | bus | 87.22 | 95.48 | | towel | 60.87 | 72.09 | | light | 54.01 | 60.49 | | truck | 17.21 | 27.38 | | tower | 12.56 | 15.17 | | chandelier | 67.21 | 83.89 | | awning | 23.96 | 27.2 | | streetlight | 26.32 | 33.8 | | booth | 53.9 | 58.11 | | television receiver | 66.81 | 78.26 | | airplane | 49.94 | 67.86 | | dirt track | 1.73 | 6.45 | | apparel | 38.51 | 51.22 | | pole | 20.85 | 29.63 | | land | 2.3 | 3.35 | | bannister | 15.13 | 20.36 | | escalator | 29.42 | 36.22 | | ottoman | 46.21 | 71.51 | | bottle | 36.27 | 64.31 | | buffet | 39.84 | 48.54 | | poster | 24.89 | 35.63 | | stage | 19.56 | 27.86 | | van | 44.57 | 58.6 | | ship | 62.45 | 89.65 | | fountain | 20.52 | 20.82 | | conveyer belt | 65.18 | 89.9 | | canopy | 19.82 | 21.66 | | washer | 68.48 | 71.18 | | plaything | 21.16 | 31.2 | | swimming pool | 44.92 | 61.85 | | stool | 47.34 | 57.34 | | barrel | 22.66 | 86.56 | | basket | 32.9 | 40.66 | | waterfall | 49.68 | 56.23 | | tent | 94.16 | 98.48 | | bag | 11.4 | 15.14 | | minibike | 71.35 | 84.54 | | cradle | 83.54 | 98.31 | | oven | 31.73 | 64.4 | | ball | 44.0 | 55.53 | | food | 60.44 | 77.19 | | step | 13.25 | 15.65 | | tank | 36.36 | 39.41 | | trade name | 24.12 | 26.92 | | microwave | 40.75 | 45.34 | | pot | 41.46 | 49.25 | | animal | 65.01 | 70.12 | | bicycle | 49.79 | 67.94 | | lake | 54.63 | 66.9 | | dishwasher | 63.02 | 70.3 | | screen | 66.24 | 86.0 | | blanket | 15.43 | 17.72 | | sculpture | 51.07 | 70.21 | | hood | 62.69 | 69.1 | | sconce | 41.09 | 51.64 | | vase | 40.31 | 58.61 | | traffic light | 30.65 | 47.46 | | tray | 10.5 | 19.25 | | ashcan | 39.13 | 59.47 | | fan | 60.59 | 72.76 | | pier | 35.47 | 52.87 | | crt screen | 2.74 | 5.17 | | plate | 47.22 | 60.11 | | monitor | 26.43 | 35.58 | | bulletin board | 39.47 | 55.03 | | shower | 0.35 | 0.35 | | radiator | 57.57 | 62.19 | | glass | 14.41 | 15.63 | | clock | 35.76 | 40.23 | | flag | 31.13 | 34.19 | +---------------------+-------+-------+ 2024-03-05 01:27:58,597 - mmseg - INFO - Summary: 2024-03-05 01:27:58,597 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 82.84 | 47.38 | 59.15 | +-------+-------+-------+ 2024-03-05 01:27:58,610 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:27:58,610 - mmseg - INFO - Iter(val) [500] aAcc: 0.8284, mIoU: 0.4738, mAcc: 0.5915, IoU.wall: 0.7762, IoU.building: 0.8178, IoU.sky: 0.9413, IoU.floor: 0.8107, IoU.tree: 0.7276, IoU.ceiling: 0.8332, IoU.road: 0.8346, IoU.bed : 0.8999, IoU.windowpane: 0.6167, IoU.grass: 0.7106, IoU.cabinet: 0.6046, IoU.sidewalk: 0.6629, IoU.person: 0.8122, IoU.earth: 0.3405, IoU.door: 0.5083, IoU.table: 0.6191, IoU.mountain: 0.5700, IoU.plant: 0.5290, IoU.curtain: 0.7469, IoU.chair: 0.5731, IoU.car: 0.8405, IoU.water: 0.4842, IoU.painting: 0.7165, IoU.sofa: 0.7045, IoU.shelf: 0.4366, IoU.house: 0.3281, IoU.sea: 0.4642, IoU.mirror: 0.6363, IoU.rug: 0.5693, IoU.field: 0.3377, IoU.armchair: 0.4626, IoU.seat: 0.6380, IoU.fence: 0.4002, IoU.desk: 0.5218, IoU.rock: 0.4474, IoU.wardrobe: 0.4630, IoU.lamp: 0.6357, IoU.bathtub: 0.8265, IoU.railing: 0.3369, IoU.cushion: 0.5742, IoU.base: 0.2059, IoU.box: 0.2400, IoU.column: 0.4292, IoU.signboard: 0.3639, IoU.chest of drawers: 0.4132, IoU.counter: 0.2159, IoU.sand: 0.3763, IoU.sink: 0.6993, IoU.skyscraper: 0.6092, IoU.fireplace: 0.7231, IoU.refrigerator: 0.7582, IoU.grandstand: 0.3750, IoU.path: 0.1845, IoU.stairs: 0.3131, IoU.runway: 0.6782, IoU.case: 0.5024, IoU.pool table: 0.9262, IoU.pillow: 0.6231, IoU.screen door: 0.6932, IoU.stairway: 0.3046, IoU.river: 0.1034, IoU.bridge: 0.3166, IoU.bookcase: 0.4152, IoU.blind: 0.4055, IoU.coffee table: 0.6280, IoU.toilet: 0.8464, IoU.flower: 0.4112, IoU.book: 0.4874, IoU.hill: 0.0572, IoU.bench: 0.4349, IoU.countertop: 0.5537, IoU.stove: 0.7563, IoU.palm: 0.5131, IoU.kitchen island: 0.3615, IoU.computer: 0.6052, IoU.swivel chair: 0.4788, IoU.boat: 0.3648, IoU.bar: 0.3511, IoU.arcade machine: 0.4331, IoU.hovel: 0.2762, IoU.bus: 0.8722, IoU.towel: 0.6087, IoU.light: 0.5401, IoU.truck: 0.1721, IoU.tower: 0.1256, IoU.chandelier: 0.6721, IoU.awning: 0.2396, IoU.streetlight: 0.2632, IoU.booth: 0.5390, IoU.television receiver: 0.6681, IoU.airplane: 0.4994, IoU.dirt track: 0.0173, IoU.apparel: 0.3851, IoU.pole: 0.2085, IoU.land: 0.0230, IoU.bannister: 0.1513, IoU.escalator: 0.2942, IoU.ottoman: 0.4621, IoU.bottle: 0.3627, IoU.buffet: 0.3984, IoU.poster: 0.2489, IoU.stage: 0.1956, IoU.van: 0.4457, IoU.ship: 0.6245, IoU.fountain: 0.2052, IoU.conveyer belt: 0.6518, IoU.canopy: 0.1982, IoU.washer: 0.6848, IoU.plaything: 0.2116, IoU.swimming pool: 0.4492, IoU.stool: 0.4734, IoU.barrel: 0.2266, IoU.basket: 0.3290, IoU.waterfall: 0.4968, IoU.tent: 0.9416, IoU.bag: 0.1140, IoU.minibike: 0.7135, IoU.cradle: 0.8354, IoU.oven: 0.3173, IoU.ball: 0.4400, IoU.food: 0.6044, IoU.step: 0.1325, IoU.tank: 0.3636, IoU.trade name: 0.2412, IoU.microwave: 0.4075, IoU.pot: 0.4146, IoU.animal: 0.6501, IoU.bicycle: 0.4979, IoU.lake: 0.5463, IoU.dishwasher: 0.6302, IoU.screen: 0.6624, IoU.blanket: 0.1543, IoU.sculpture: 0.5107, IoU.hood: 0.6269, IoU.sconce: 0.4109, IoU.vase: 0.4031, IoU.traffic light: 0.3065, IoU.tray: 0.1050, IoU.ashcan: 0.3913, IoU.fan: 0.6059, IoU.pier: 0.3547, IoU.crt screen: 0.0274, IoU.plate: 0.4722, IoU.monitor: 0.2643, IoU.bulletin board: 0.3947, IoU.shower: 0.0035, IoU.radiator: 0.5757, IoU.glass: 0.1441, IoU.clock: 0.3576, IoU.flag: 0.3113, Acc.wall: 0.8906, Acc.building: 0.9297, Acc.sky: 0.9718, Acc.floor: 0.8986, Acc.tree: 0.8793, Acc.ceiling: 0.9125, Acc.road: 0.9242, Acc.bed : 0.9552, Acc.windowpane: 0.7828, Acc.grass: 0.8702, Acc.cabinet: 0.7347, Acc.sidewalk: 0.7759, Acc.person: 0.9290, Acc.earth: 0.4619, Acc.door: 0.6636, Acc.table: 0.8178, Acc.mountain: 0.7480, Acc.plant: 0.6460, Acc.curtain: 0.8385, Acc.chair: 0.7159, Acc.car: 0.9179, Acc.water: 0.6387, Acc.painting: 0.8967, Acc.sofa: 0.8677, Acc.shelf: 0.6319, Acc.house: 0.4004, Acc.sea: 0.7230, Acc.mirror: 0.7210, Acc.rug: 0.6710, Acc.field: 0.4461, Acc.armchair: 0.6538, Acc.seat: 0.8116, Acc.fence: 0.5784, Acc.desk: 0.7110, Acc.rock: 0.7005, Acc.wardrobe: 0.5972, Acc.lamp: 0.7683, Acc.bathtub: 0.8896, Acc.railing: 0.4447, Acc.cushion: 0.7252, Acc.base: 0.2421, Acc.box: 0.2990, Acc.column: 0.5348, Acc.signboard: 0.4873, Acc.chest of drawers: 0.5496, Acc.counter: 0.2750, Acc.sand: 0.5429, Acc.sink: 0.8028, Acc.skyscraper: 0.7488, Acc.fireplace: 0.8646, Acc.refrigerator: 0.8457, Acc.grandstand: 0.6862, Acc.path: 0.2650, Acc.stairs: 0.4136, Acc.runway: 0.8708, Acc.case: 0.5807, Acc.pool table: 0.9653, Acc.pillow: 0.7157, Acc.screen door: 0.8002, Acc.stairway: 0.3580, Acc.river: 0.1611, Acc.bridge: 0.3589, Acc.bookcase: 0.5435, Acc.blind: 0.4245, Acc.coffee table: 0.7556, Acc.toilet: 0.9166, Acc.flower: 0.5593, Acc.book: 0.6943, Acc.hill: 0.0797, Acc.bench: 0.5151, Acc.countertop: 0.6981, Acc.stove: 0.8176, Acc.palm: 0.7720, Acc.kitchen island: 0.5418, Acc.computer: 0.7237, Acc.swivel chair: 0.6717, Acc.boat: 0.6190, Acc.bar: 0.4335, Acc.arcade machine: 0.4629, Acc.hovel: 0.3990, Acc.bus: 0.9548, Acc.towel: 0.7209, Acc.light: 0.6049, Acc.truck: 0.2738, Acc.tower: 0.1517, Acc.chandelier: 0.8389, Acc.awning: 0.2720, Acc.streetlight: 0.3380, Acc.booth: 0.5811, Acc.television receiver: 0.7826, Acc.airplane: 0.6786, Acc.dirt track: 0.0645, Acc.apparel: 0.5122, Acc.pole: 0.2963, Acc.land: 0.0335, Acc.bannister: 0.2036, Acc.escalator: 0.3622, Acc.ottoman: 0.7151, Acc.bottle: 0.6431, Acc.buffet: 0.4854, Acc.poster: 0.3563, Acc.stage: 0.2786, Acc.van: 0.5860, Acc.ship: 0.8965, Acc.fountain: 0.2082, Acc.conveyer belt: 0.8990, Acc.canopy: 0.2166, Acc.washer: 0.7118, Acc.plaything: 0.3120, Acc.swimming pool: 0.6185, Acc.stool: 0.5734, Acc.barrel: 0.8656, Acc.basket: 0.4066, Acc.waterfall: 0.5623, Acc.tent: 0.9848, Acc.bag: 0.1514, Acc.minibike: 0.8454, Acc.cradle: 0.9831, Acc.oven: 0.6440, Acc.ball: 0.5553, Acc.food: 0.7719, Acc.step: 0.1565, Acc.tank: 0.3941, Acc.trade name: 0.2692, Acc.microwave: 0.4534, Acc.pot: 0.4925, Acc.animal: 0.7012, Acc.bicycle: 0.6794, Acc.lake: 0.6690, Acc.dishwasher: 0.7030, Acc.screen: 0.8600, Acc.blanket: 0.1772, Acc.sculpture: 0.7021, Acc.hood: 0.6910, Acc.sconce: 0.5164, Acc.vase: 0.5861, Acc.traffic light: 0.4746, Acc.tray: 0.1925, Acc.ashcan: 0.5947, Acc.fan: 0.7276, Acc.pier: 0.5287, Acc.crt screen: 0.0517, Acc.plate: 0.6011, Acc.monitor: 0.3558, Acc.bulletin board: 0.5503, Acc.shower: 0.0035, Acc.radiator: 0.6219, Acc.glass: 0.1563, Acc.clock: 0.4023, Acc.flag: 0.3419 2024-03-05 01:28:29,188 - mmseg - INFO - Iter [112050/160000] lr: 1.032e-05, eta: 8:22:56, time: 3.637, data_time: 3.034, memory: 7582, decode.loss_ce: 0.1639, decode.acc_seg: 92.7859, aux.loss_ce: 0.1023, aux.acc_seg: 89.4912, loss: 0.2662 2024-03-05 01:28:59,937 - mmseg - INFO - Iter [112100/160000] lr: 1.031e-05, eta: 8:22:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1628, decode.acc_seg: 92.9334, aux.loss_ce: 0.1039, aux.acc_seg: 89.3909, loss: 0.2667 2024-03-05 01:29:30,742 - mmseg - INFO - Iter [112150/160000] lr: 1.030e-05, eta: 8:21:52, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1684, decode.acc_seg: 92.7633, aux.loss_ce: 0.1089, aux.acc_seg: 89.0487, loss: 0.2772 2024-03-05 01:30:01,309 - mmseg - INFO - Iter [112200/160000] lr: 1.029e-05, eta: 8:21:20, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1664, decode.acc_seg: 92.7702, aux.loss_ce: 0.1058, aux.acc_seg: 89.4162, loss: 0.2723 2024-03-05 01:30:32,315 - mmseg - INFO - Iter [112250/160000] lr: 1.028e-05, eta: 8:20:49, time: 0.620, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1792, decode.acc_seg: 92.2407, aux.loss_ce: 0.1122, aux.acc_seg: 88.8208, loss: 0.2915 2024-03-05 01:31:03,065 - mmseg - INFO - Iter [112300/160000] lr: 1.027e-05, eta: 8:20:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1676, decode.acc_seg: 92.7445, aux.loss_ce: 0.1049, aux.acc_seg: 89.6385, loss: 0.2726 2024-03-05 01:31:33,882 - mmseg - INFO - Iter [112350/160000] lr: 1.026e-05, eta: 8:19:45, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1715, decode.acc_seg: 92.5941, aux.loss_ce: 0.1081, aux.acc_seg: 89.1417, loss: 0.2796 2024-03-05 01:32:04,548 - mmseg - INFO - Iter [112400/160000] lr: 1.025e-05, eta: 8:19:13, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1806, decode.acc_seg: 92.2928, aux.loss_ce: 0.1087, aux.acc_seg: 89.0859, loss: 0.2894 2024-03-05 01:32:38,252 - mmseg - INFO - Iter [112450/160000] lr: 1.023e-05, eta: 8:18:43, time: 0.674, data_time: 0.070, memory: 7582, decode.loss_ce: 0.1742, decode.acc_seg: 92.5605, aux.loss_ce: 0.1089, aux.acc_seg: 89.2314, loss: 0.2831 2024-03-05 01:33:08,999 - mmseg - INFO - Iter [112500/160000] lr: 1.022e-05, eta: 8:18:11, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1740, decode.acc_seg: 92.6246, aux.loss_ce: 0.1105, aux.acc_seg: 89.3667, loss: 0.2844 2024-03-05 01:33:39,708 - mmseg - INFO - Iter [112550/160000] lr: 1.021e-05, eta: 8:17:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1577, decode.acc_seg: 93.1791, aux.loss_ce: 0.0984, aux.acc_seg: 90.2592, loss: 0.2561 2024-03-05 01:34:10,354 - mmseg - INFO - Iter [112600/160000] lr: 1.020e-05, eta: 8:17:07, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1782, decode.acc_seg: 92.2935, aux.loss_ce: 0.1146, aux.acc_seg: 88.5668, loss: 0.2927 2024-03-05 01:34:41,085 - mmseg - INFO - Iter [112650/160000] lr: 1.019e-05, eta: 8:16:36, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1697, decode.acc_seg: 92.9334, aux.loss_ce: 0.1069, aux.acc_seg: 89.6925, loss: 0.2766 2024-03-05 01:35:11,844 - mmseg - INFO - Iter [112700/160000] lr: 1.018e-05, eta: 8:16:04, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1611, decode.acc_seg: 93.0436, aux.loss_ce: 0.1046, aux.acc_seg: 89.5560, loss: 0.2658 2024-03-05 01:35:42,531 - mmseg - INFO - Iter [112750/160000] lr: 1.017e-05, eta: 8:15:32, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1574, decode.acc_seg: 93.0973, aux.loss_ce: 0.1008, aux.acc_seg: 89.6524, loss: 0.2582 2024-03-05 01:36:13,260 - mmseg - INFO - Iter [112800/160000] lr: 1.016e-05, eta: 8:15:00, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1606, decode.acc_seg: 93.0098, aux.loss_ce: 0.1012, aux.acc_seg: 89.7478, loss: 0.2618 2024-03-05 01:36:43,976 - mmseg - INFO - Iter [112850/160000] lr: 1.015e-05, eta: 8:14:28, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1669, decode.acc_seg: 92.8651, aux.loss_ce: 0.1044, aux.acc_seg: 89.7204, loss: 0.2712 2024-03-05 01:37:14,768 - mmseg - INFO - Iter [112900/160000] lr: 1.014e-05, eta: 8:13:57, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1614, decode.acc_seg: 92.9088, aux.loss_ce: 0.1074, aux.acc_seg: 89.2315, loss: 0.2688 2024-03-05 01:37:45,432 - mmseg - INFO - Iter [112950/160000] lr: 1.013e-05, eta: 8:13:25, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1558, decode.acc_seg: 93.2860, aux.loss_ce: 0.1021, aux.acc_seg: 89.9215, loss: 0.2579 2024-03-05 01:38:16,021 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:38:16,022 - mmseg - INFO - Iter [113000/160000] lr: 1.012e-05, eta: 8:12:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1656, decode.acc_seg: 92.8723, aux.loss_ce: 0.1068, aux.acc_seg: 89.3717, loss: 0.2724 2024-03-05 01:38:46,820 - mmseg - INFO - Iter [113050/160000] lr: 1.011e-05, eta: 8:12:21, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1696, decode.acc_seg: 92.6542, aux.loss_ce: 0.1096, aux.acc_seg: 89.1413, loss: 0.2793 2024-03-05 01:39:17,362 - mmseg - INFO - Iter [113100/160000] lr: 1.009e-05, eta: 8:11:50, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1631, decode.acc_seg: 92.9670, aux.loss_ce: 0.1066, aux.acc_seg: 89.3653, loss: 0.2697 2024-03-05 01:39:48,008 - mmseg - INFO - Iter [113150/160000] lr: 1.008e-05, eta: 8:11:18, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1643, decode.acc_seg: 92.9103, aux.loss_ce: 0.1037, aux.acc_seg: 89.5252, loss: 0.2679 2024-03-05 01:40:18,484 - mmseg - INFO - Iter [113200/160000] lr: 1.007e-05, eta: 8:10:46, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1620, decode.acc_seg: 93.0396, aux.loss_ce: 0.1027, aux.acc_seg: 89.7623, loss: 0.2646 2024-03-05 01:40:49,177 - mmseg - INFO - Iter [113250/160000] lr: 1.006e-05, eta: 8:10:14, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1614, decode.acc_seg: 93.0176, aux.loss_ce: 0.1052, aux.acc_seg: 89.5046, loss: 0.2666 2024-03-05 01:41:19,759 - mmseg - INFO - Iter [113300/160000] lr: 1.005e-05, eta: 8:09:42, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1652, decode.acc_seg: 92.8701, aux.loss_ce: 0.1069, aux.acc_seg: 89.5097, loss: 0.2721 2024-03-05 01:41:50,631 - mmseg - INFO - Iter [113350/160000] lr: 1.004e-05, eta: 8:09:11, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1606, decode.acc_seg: 93.2693, aux.loss_ce: 0.1040, aux.acc_seg: 89.9823, loss: 0.2646 2024-03-05 01:42:21,344 - mmseg - INFO - Iter [113400/160000] lr: 1.003e-05, eta: 8:08:39, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1674, decode.acc_seg: 92.7124, aux.loss_ce: 0.1049, aux.acc_seg: 89.5409, loss: 0.2723 2024-03-05 01:42:51,714 - mmseg - INFO - Iter [113450/160000] lr: 1.002e-05, eta: 8:08:07, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1625, decode.acc_seg: 93.0200, aux.loss_ce: 0.1028, aux.acc_seg: 89.8591, loss: 0.2653 2024-03-05 01:43:22,356 - mmseg - INFO - Iter [113500/160000] lr: 1.001e-05, eta: 8:07:35, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1660, decode.acc_seg: 92.8278, aux.loss_ce: 0.1064, aux.acc_seg: 89.4634, loss: 0.2724 2024-03-05 01:43:53,178 - mmseg - INFO - Iter [113550/160000] lr: 9.998e-06, eta: 8:07:03, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1772, decode.acc_seg: 92.3955, aux.loss_ce: 0.1123, aux.acc_seg: 88.8323, loss: 0.2895 2024-03-05 01:44:24,088 - mmseg - INFO - Iter [113600/160000] lr: 9.987e-06, eta: 8:06:32, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1805, decode.acc_seg: 92.6107, aux.loss_ce: 0.1111, aux.acc_seg: 89.4110, loss: 0.2916 2024-03-05 01:44:54,640 - mmseg - INFO - Iter [113650/160000] lr: 9.976e-06, eta: 8:06:00, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1707, decode.acc_seg: 92.6437, aux.loss_ce: 0.1086, aux.acc_seg: 89.1076, loss: 0.2793 2024-03-05 01:45:28,325 - mmseg - INFO - Iter [113700/160000] lr: 9.966e-06, eta: 8:05:29, time: 0.674, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1693, decode.acc_seg: 92.6658, aux.loss_ce: 0.1022, aux.acc_seg: 89.7320, loss: 0.2715 2024-03-05 01:45:58,847 - mmseg - INFO - Iter [113750/160000] lr: 9.955e-06, eta: 8:04:57, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1597, decode.acc_seg: 93.2024, aux.loss_ce: 0.0997, aux.acc_seg: 90.1274, loss: 0.2595 2024-03-05 01:46:29,555 - mmseg - INFO - Iter [113800/160000] lr: 9.944e-06, eta: 8:04:26, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1701, decode.acc_seg: 92.8374, aux.loss_ce: 0.1076, aux.acc_seg: 89.5586, loss: 0.2777 2024-03-05 01:47:00,200 - mmseg - INFO - Iter [113850/160000] lr: 9.933e-06, eta: 8:03:54, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1619, decode.acc_seg: 92.9342, aux.loss_ce: 0.1040, aux.acc_seg: 89.5179, loss: 0.2660 2024-03-05 01:47:31,020 - mmseg - INFO - Iter [113900/160000] lr: 9.922e-06, eta: 8:03:22, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1673, decode.acc_seg: 92.7730, aux.loss_ce: 0.1094, aux.acc_seg: 89.3512, loss: 0.2768 2024-03-05 01:48:01,629 - mmseg - INFO - Iter [113950/160000] lr: 9.912e-06, eta: 8:02:50, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1677, decode.acc_seg: 92.8050, aux.loss_ce: 0.1055, aux.acc_seg: 89.5210, loss: 0.2732 2024-03-05 01:48:32,487 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:48:32,487 - mmseg - INFO - Iter [114000/160000] lr: 9.901e-06, eta: 8:02:19, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1591, decode.acc_seg: 93.1369, aux.loss_ce: 0.1004, aux.acc_seg: 90.0055, loss: 0.2596 2024-03-05 01:49:03,204 - mmseg - INFO - Iter [114050/160000] lr: 9.890e-06, eta: 8:01:47, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1566, decode.acc_seg: 93.3412, aux.loss_ce: 0.1002, aux.acc_seg: 90.0751, loss: 0.2568 2024-03-05 01:49:34,045 - mmseg - INFO - Iter [114100/160000] lr: 9.879e-06, eta: 8:01:15, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1629, decode.acc_seg: 92.9540, aux.loss_ce: 0.1026, aux.acc_seg: 89.8152, loss: 0.2655 2024-03-05 01:50:04,922 - mmseg - INFO - Iter [114150/160000] lr: 9.869e-06, eta: 8:00:44, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1544, decode.acc_seg: 93.2698, aux.loss_ce: 0.0971, aux.acc_seg: 90.1838, loss: 0.2515 2024-03-05 01:50:35,732 - mmseg - INFO - Iter [114200/160000] lr: 9.858e-06, eta: 8:00:12, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1551, decode.acc_seg: 93.3155, aux.loss_ce: 0.1001, aux.acc_seg: 90.0247, loss: 0.2553 2024-03-05 01:51:06,373 - mmseg - INFO - Iter [114250/160000] lr: 9.847e-06, eta: 7:59:40, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1677, decode.acc_seg: 92.8877, aux.loss_ce: 0.1065, aux.acc_seg: 89.5293, loss: 0.2742 2024-03-05 01:51:37,075 - mmseg - INFO - Iter [114300/160000] lr: 9.836e-06, eta: 7:59:08, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1657, decode.acc_seg: 92.8545, aux.loss_ce: 0.1042, aux.acc_seg: 89.6268, loss: 0.2699 2024-03-05 01:52:07,989 - mmseg - INFO - Iter [114350/160000] lr: 9.826e-06, eta: 7:58:37, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1621, decode.acc_seg: 93.1221, aux.loss_ce: 0.1041, aux.acc_seg: 89.8411, loss: 0.2662 2024-03-05 01:52:38,756 - mmseg - INFO - Iter [114400/160000] lr: 9.815e-06, eta: 7:58:05, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1712, decode.acc_seg: 92.7078, aux.loss_ce: 0.1118, aux.acc_seg: 89.0963, loss: 0.2830 2024-03-05 01:53:09,437 - mmseg - INFO - Iter [114450/160000] lr: 9.804e-06, eta: 7:57:33, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1655, decode.acc_seg: 92.9497, aux.loss_ce: 0.1022, aux.acc_seg: 89.9982, loss: 0.2677 2024-03-05 01:53:40,228 - mmseg - INFO - Iter [114500/160000] lr: 9.793e-06, eta: 7:57:01, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1724, decode.acc_seg: 92.3148, aux.loss_ce: 0.1088, aux.acc_seg: 88.8636, loss: 0.2812 2024-03-05 01:54:11,025 - mmseg - INFO - Iter [114550/160000] lr: 9.783e-06, eta: 7:56:30, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1642, decode.acc_seg: 92.8760, aux.loss_ce: 0.1061, aux.acc_seg: 89.4377, loss: 0.2703 2024-03-05 01:54:41,691 - mmseg - INFO - Iter [114600/160000] lr: 9.772e-06, eta: 7:55:58, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1622, decode.acc_seg: 92.8243, aux.loss_ce: 0.1089, aux.acc_seg: 88.7901, loss: 0.2711 2024-03-05 01:55:12,248 - mmseg - INFO - Iter [114650/160000] lr: 9.761e-06, eta: 7:55:26, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1653, decode.acc_seg: 92.8600, aux.loss_ce: 0.1052, aux.acc_seg: 89.6020, loss: 0.2705 2024-03-05 01:55:42,871 - mmseg - INFO - Iter [114700/160000] lr: 9.750e-06, eta: 7:54:54, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1694, decode.acc_seg: 92.7717, aux.loss_ce: 0.1060, aux.acc_seg: 89.4646, loss: 0.2754 2024-03-05 01:56:13,622 - mmseg - INFO - Iter [114750/160000] lr: 9.740e-06, eta: 7:54:23, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1708, decode.acc_seg: 92.6524, aux.loss_ce: 0.1093, aux.acc_seg: 89.2205, loss: 0.2801 2024-03-05 01:56:44,201 - mmseg - INFO - Iter [114800/160000] lr: 9.729e-06, eta: 7:53:51, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1737, decode.acc_seg: 92.5250, aux.loss_ce: 0.1116, aux.acc_seg: 89.1195, loss: 0.2853 2024-03-05 01:57:15,025 - mmseg - INFO - Iter [114850/160000] lr: 9.718e-06, eta: 7:53:19, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1619, decode.acc_seg: 92.9649, aux.loss_ce: 0.1037, aux.acc_seg: 89.5461, loss: 0.2656 2024-03-05 01:57:45,786 - mmseg - INFO - Iter [114900/160000] lr: 9.707e-06, eta: 7:52:47, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1764, decode.acc_seg: 92.6239, aux.loss_ce: 0.1104, aux.acc_seg: 89.2970, loss: 0.2868 2024-03-05 01:58:19,556 - mmseg - INFO - Iter [114950/160000] lr: 9.696e-06, eta: 7:52:17, time: 0.676, data_time: 0.061, memory: 7582, decode.loss_ce: 0.1595, decode.acc_seg: 93.2020, aux.loss_ce: 0.1044, aux.acc_seg: 89.6763, loss: 0.2639 2024-03-05 01:58:50,359 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 01:58:50,360 - mmseg - INFO - Iter [115000/160000] lr: 9.686e-06, eta: 7:51:45, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1574, decode.acc_seg: 93.4447, aux.loss_ce: 0.1022, aux.acc_seg: 90.0679, loss: 0.2597 2024-03-05 01:59:21,168 - mmseg - INFO - Iter [115050/160000] lr: 9.675e-06, eta: 7:51:13, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1606, decode.acc_seg: 93.0879, aux.loss_ce: 0.1042, aux.acc_seg: 89.6120, loss: 0.2648 2024-03-05 01:59:51,943 - mmseg - INFO - Iter [115100/160000] lr: 9.664e-06, eta: 7:50:42, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1626, decode.acc_seg: 92.9199, aux.loss_ce: 0.1026, aux.acc_seg: 89.7535, loss: 0.2652 2024-03-05 02:00:22,711 - mmseg - INFO - Iter [115150/160000] lr: 9.653e-06, eta: 7:50:10, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1606, decode.acc_seg: 93.1624, aux.loss_ce: 0.1017, aux.acc_seg: 90.0105, loss: 0.2623 2024-03-05 02:00:53,445 - mmseg - INFO - Iter [115200/160000] lr: 9.643e-06, eta: 7:49:38, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1566, decode.acc_seg: 93.2982, aux.loss_ce: 0.0995, aux.acc_seg: 90.1859, loss: 0.2562 2024-03-05 02:01:24,121 - mmseg - INFO - Iter [115250/160000] lr: 9.632e-06, eta: 7:49:07, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1593, decode.acc_seg: 93.2452, aux.loss_ce: 0.1026, aux.acc_seg: 89.9153, loss: 0.2619 2024-03-05 02:01:54,720 - mmseg - INFO - Iter [115300/160000] lr: 9.621e-06, eta: 7:48:35, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1595, decode.acc_seg: 93.1605, aux.loss_ce: 0.1000, aux.acc_seg: 90.0260, loss: 0.2595 2024-03-05 02:02:25,218 - mmseg - INFO - Iter [115350/160000] lr: 9.610e-06, eta: 7:48:03, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1577, decode.acc_seg: 93.1231, aux.loss_ce: 0.1021, aux.acc_seg: 89.6607, loss: 0.2598 2024-03-05 02:02:55,892 - mmseg - INFO - Iter [115400/160000] lr: 9.600e-06, eta: 7:47:31, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1628, decode.acc_seg: 92.8410, aux.loss_ce: 0.1043, aux.acc_seg: 89.4519, loss: 0.2671 2024-03-05 02:03:26,771 - mmseg - INFO - Iter [115450/160000] lr: 9.589e-06, eta: 7:47:00, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1596, decode.acc_seg: 93.1995, aux.loss_ce: 0.1044, aux.acc_seg: 89.8151, loss: 0.2639 2024-03-05 02:03:57,443 - mmseg - INFO - Iter [115500/160000] lr: 9.578e-06, eta: 7:46:28, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1593, decode.acc_seg: 92.9932, aux.loss_ce: 0.1014, aux.acc_seg: 89.6305, loss: 0.2607 2024-03-05 02:04:28,074 - mmseg - INFO - Iter [115550/160000] lr: 9.567e-06, eta: 7:45:56, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1585, decode.acc_seg: 92.8625, aux.loss_ce: 0.0969, aux.acc_seg: 90.0087, loss: 0.2554 2024-03-05 02:04:58,769 - mmseg - INFO - Iter [115600/160000] lr: 9.557e-06, eta: 7:45:24, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1561, decode.acc_seg: 93.1829, aux.loss_ce: 0.0990, aux.acc_seg: 90.0047, loss: 0.2551 2024-03-05 02:05:29,474 - mmseg - INFO - Iter [115650/160000] lr: 9.546e-06, eta: 7:44:53, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1512, decode.acc_seg: 93.3183, aux.loss_ce: 0.1002, aux.acc_seg: 89.7542, loss: 0.2514 2024-03-05 02:06:00,036 - mmseg - INFO - Iter [115700/160000] lr: 9.535e-06, eta: 7:44:21, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1753, decode.acc_seg: 92.7190, aux.loss_ce: 0.1113, aux.acc_seg: 89.2528, loss: 0.2866 2024-03-05 02:06:30,659 - mmseg - INFO - Iter [115750/160000] lr: 9.524e-06, eta: 7:43:49, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1650, decode.acc_seg: 92.7599, aux.loss_ce: 0.1069, aux.acc_seg: 89.3679, loss: 0.2719 2024-03-05 02:07:01,393 - mmseg - INFO - Iter [115800/160000] lr: 9.514e-06, eta: 7:43:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1549, decode.acc_seg: 93.3203, aux.loss_ce: 0.0974, aux.acc_seg: 90.2687, loss: 0.2523 2024-03-05 02:07:32,000 - mmseg - INFO - Iter [115850/160000] lr: 9.503e-06, eta: 7:42:46, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1706, decode.acc_seg: 92.6058, aux.loss_ce: 0.1080, aux.acc_seg: 89.3956, loss: 0.2786 2024-03-05 02:08:02,847 - mmseg - INFO - Iter [115900/160000] lr: 9.492e-06, eta: 7:42:14, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1612, decode.acc_seg: 93.1037, aux.loss_ce: 0.1088, aux.acc_seg: 89.2071, loss: 0.2700 2024-03-05 02:08:33,477 - mmseg - INFO - Iter [115950/160000] lr: 9.481e-06, eta: 7:41:42, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1739, decode.acc_seg: 92.5519, aux.loss_ce: 0.1101, aux.acc_seg: 89.0635, loss: 0.2840 2024-03-05 02:09:04,510 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 02:09:04,510 - mmseg - INFO - Iter [116000/160000] lr: 9.470e-06, eta: 7:41:11, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1498, decode.acc_seg: 93.4197, aux.loss_ce: 0.0974, aux.acc_seg: 89.9894, loss: 0.2472 2024-03-05 02:09:35,205 - mmseg - INFO - Iter [116050/160000] lr: 9.460e-06, eta: 7:40:39, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1717, decode.acc_seg: 92.6820, aux.loss_ce: 0.1036, aux.acc_seg: 89.6037, loss: 0.2753 2024-03-05 02:10:06,032 - mmseg - INFO - Iter [116100/160000] lr: 9.449e-06, eta: 7:40:07, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1669, decode.acc_seg: 92.7574, aux.loss_ce: 0.1044, aux.acc_seg: 89.5765, loss: 0.2713 2024-03-05 02:10:36,684 - mmseg - INFO - Iter [116150/160000] lr: 9.438e-06, eta: 7:39:35, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1619, decode.acc_seg: 93.1051, aux.loss_ce: 0.1031, aux.acc_seg: 89.8359, loss: 0.2650 2024-03-05 02:11:10,444 - mmseg - INFO - Iter [116200/160000] lr: 9.427e-06, eta: 7:39:05, time: 0.675, data_time: 0.058, memory: 7582, decode.loss_ce: 0.1691, decode.acc_seg: 92.6791, aux.loss_ce: 0.1084, aux.acc_seg: 89.1588, loss: 0.2775 2024-03-05 02:11:41,289 - mmseg - INFO - Iter [116250/160000] lr: 9.417e-06, eta: 7:38:33, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1568, decode.acc_seg: 93.3819, aux.loss_ce: 0.0993, aux.acc_seg: 90.2891, loss: 0.2561 2024-03-05 02:12:11,928 - mmseg - INFO - Iter [116300/160000] lr: 9.406e-06, eta: 7:38:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1584, decode.acc_seg: 93.1946, aux.loss_ce: 0.1007, aux.acc_seg: 90.0888, loss: 0.2590 2024-03-05 02:12:42,611 - mmseg - INFO - Iter [116350/160000] lr: 9.395e-06, eta: 7:37:30, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1551, decode.acc_seg: 93.2846, aux.loss_ce: 0.1045, aux.acc_seg: 89.7284, loss: 0.2596 2024-03-05 02:13:13,293 - mmseg - INFO - Iter [116400/160000] lr: 9.384e-06, eta: 7:36:58, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1657, decode.acc_seg: 92.9946, aux.loss_ce: 0.1048, aux.acc_seg: 89.8001, loss: 0.2705 2024-03-05 02:13:43,924 - mmseg - INFO - Iter [116450/160000] lr: 9.374e-06, eta: 7:36:26, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1632, decode.acc_seg: 93.0546, aux.loss_ce: 0.1027, aux.acc_seg: 89.9255, loss: 0.2659 2024-03-05 02:14:14,848 - mmseg - INFO - Iter [116500/160000] lr: 9.363e-06, eta: 7:35:55, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1594, decode.acc_seg: 93.2029, aux.loss_ce: 0.0998, aux.acc_seg: 90.0334, loss: 0.2591 2024-03-05 02:14:45,548 - mmseg - INFO - Iter [116550/160000] lr: 9.352e-06, eta: 7:35:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1525, decode.acc_seg: 93.3049, aux.loss_ce: 0.0959, aux.acc_seg: 90.3133, loss: 0.2484 2024-03-05 02:15:16,122 - mmseg - INFO - Iter [116600/160000] lr: 9.341e-06, eta: 7:34:51, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1719, decode.acc_seg: 92.7587, aux.loss_ce: 0.1106, aux.acc_seg: 89.1142, loss: 0.2825 2024-03-05 02:15:46,760 - mmseg - INFO - Iter [116650/160000] lr: 9.331e-06, eta: 7:34:19, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1729, decode.acc_seg: 92.5920, aux.loss_ce: 0.1085, aux.acc_seg: 89.4014, loss: 0.2814 2024-03-05 02:16:17,693 - mmseg - INFO - Iter [116700/160000] lr: 9.320e-06, eta: 7:33:48, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1629, decode.acc_seg: 93.0138, aux.loss_ce: 0.1015, aux.acc_seg: 89.8325, loss: 0.2644 2024-03-05 02:16:48,362 - mmseg - INFO - Iter [116750/160000] lr: 9.309e-06, eta: 7:33:16, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1647, decode.acc_seg: 92.9637, aux.loss_ce: 0.1104, aux.acc_seg: 88.9646, loss: 0.2751 2024-03-05 02:17:19,122 - mmseg - INFO - Iter [116800/160000] lr: 9.298e-06, eta: 7:32:44, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1653, decode.acc_seg: 92.8876, aux.loss_ce: 0.1074, aux.acc_seg: 89.3094, loss: 0.2727 2024-03-05 02:17:49,649 - mmseg - INFO - Iter [116850/160000] lr: 9.288e-06, eta: 7:32:13, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1662, decode.acc_seg: 92.7539, aux.loss_ce: 0.1038, aux.acc_seg: 89.5017, loss: 0.2700 2024-03-05 02:18:20,476 - mmseg - INFO - Iter [116900/160000] lr: 9.277e-06, eta: 7:31:41, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1745, decode.acc_seg: 92.5182, aux.loss_ce: 0.1106, aux.acc_seg: 89.0698, loss: 0.2851 2024-03-05 02:18:51,111 - mmseg - INFO - Iter [116950/160000] lr: 9.266e-06, eta: 7:31:09, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1607, decode.acc_seg: 93.0194, aux.loss_ce: 0.1019, aux.acc_seg: 89.7512, loss: 0.2626 2024-03-05 02:19:21,892 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 02:19:21,892 - mmseg - INFO - Iter [117000/160000] lr: 9.255e-06, eta: 7:30:37, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1559, decode.acc_seg: 93.1890, aux.loss_ce: 0.1024, aux.acc_seg: 89.5802, loss: 0.2583 2024-03-05 02:19:52,451 - mmseg - INFO - Iter [117050/160000] lr: 9.244e-06, eta: 7:30:06, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1623, decode.acc_seg: 92.9719, aux.loss_ce: 0.1053, aux.acc_seg: 89.4818, loss: 0.2676 2024-03-05 02:20:23,058 - mmseg - INFO - Iter [117100/160000] lr: 9.234e-06, eta: 7:29:34, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1586, decode.acc_seg: 93.2305, aux.loss_ce: 0.1021, aux.acc_seg: 89.8432, loss: 0.2608 2024-03-05 02:20:53,813 - mmseg - INFO - Iter [117150/160000] lr: 9.223e-06, eta: 7:29:02, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1633, decode.acc_seg: 93.1951, aux.loss_ce: 0.1047, aux.acc_seg: 89.7657, loss: 0.2680 2024-03-05 02:21:24,604 - mmseg - INFO - Iter [117200/160000] lr: 9.212e-06, eta: 7:28:31, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1702, decode.acc_seg: 92.7060, aux.loss_ce: 0.1085, aux.acc_seg: 89.1960, loss: 0.2787 2024-03-05 02:21:55,409 - mmseg - INFO - Iter [117250/160000] lr: 9.201e-06, eta: 7:27:59, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1679, decode.acc_seg: 92.7020, aux.loss_ce: 0.1035, aux.acc_seg: 89.7432, loss: 0.2715 2024-03-05 02:22:26,291 - mmseg - INFO - Iter [117300/160000] lr: 9.191e-06, eta: 7:27:27, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1709, decode.acc_seg: 92.5599, aux.loss_ce: 0.1106, aux.acc_seg: 89.1738, loss: 0.2815 2024-03-05 02:22:57,148 - mmseg - INFO - Iter [117350/160000] lr: 9.180e-06, eta: 7:26:56, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1603, decode.acc_seg: 92.9045, aux.loss_ce: 0.1031, aux.acc_seg: 89.5243, loss: 0.2634 2024-03-05 02:23:27,726 - mmseg - INFO - Iter [117400/160000] lr: 9.169e-06, eta: 7:26:24, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1622, decode.acc_seg: 93.0055, aux.loss_ce: 0.1058, aux.acc_seg: 89.5393, loss: 0.2680 2024-03-05 02:23:58,430 - mmseg - INFO - Iter [117450/160000] lr: 9.158e-06, eta: 7:25:52, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1664, decode.acc_seg: 92.7923, aux.loss_ce: 0.1113, aux.acc_seg: 88.9891, loss: 0.2777 2024-03-05 02:24:32,049 - mmseg - INFO - Iter [117500/160000] lr: 9.148e-06, eta: 7:25:21, time: 0.672, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1569, decode.acc_seg: 93.1633, aux.loss_ce: 0.0994, aux.acc_seg: 89.8977, loss: 0.2563 2024-03-05 02:25:02,593 - mmseg - INFO - Iter [117550/160000] lr: 9.137e-06, eta: 7:24:50, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1583, decode.acc_seg: 93.1830, aux.loss_ce: 0.1037, aux.acc_seg: 89.7391, loss: 0.2621 2024-03-05 02:25:33,368 - mmseg - INFO - Iter [117600/160000] lr: 9.126e-06, eta: 7:24:18, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1629, decode.acc_seg: 92.8373, aux.loss_ce: 0.0997, aux.acc_seg: 89.9290, loss: 0.2627 2024-03-05 02:26:04,117 - mmseg - INFO - Iter [117650/160000] lr: 9.115e-06, eta: 7:23:46, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1616, decode.acc_seg: 93.2655, aux.loss_ce: 0.1035, aux.acc_seg: 89.8837, loss: 0.2651 2024-03-05 02:26:34,783 - mmseg - INFO - Iter [117700/160000] lr: 9.105e-06, eta: 7:23:15, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.1958, aux.loss_ce: 0.0948, aux.acc_seg: 90.3807, loss: 0.2501 2024-03-05 02:27:05,532 - mmseg - INFO - Iter [117750/160000] lr: 9.094e-06, eta: 7:22:43, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1565, decode.acc_seg: 93.0970, aux.loss_ce: 0.1011, aux.acc_seg: 89.6217, loss: 0.2577 2024-03-05 02:27:36,238 - mmseg - INFO - Iter [117800/160000] lr: 9.083e-06, eta: 7:22:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1579, decode.acc_seg: 93.0405, aux.loss_ce: 0.1024, aux.acc_seg: 89.6670, loss: 0.2603 2024-03-05 02:28:06,892 - mmseg - INFO - Iter [117850/160000] lr: 9.072e-06, eta: 7:21:40, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1575, decode.acc_seg: 93.1437, aux.loss_ce: 0.1022, aux.acc_seg: 89.8765, loss: 0.2597 2024-03-05 02:28:37,617 - mmseg - INFO - Iter [117900/160000] lr: 9.062e-06, eta: 7:21:08, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1601, decode.acc_seg: 93.1284, aux.loss_ce: 0.1011, aux.acc_seg: 89.8893, loss: 0.2613 2024-03-05 02:29:08,082 - mmseg - INFO - Iter [117950/160000] lr: 9.051e-06, eta: 7:20:36, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1576, decode.acc_seg: 93.0176, aux.loss_ce: 0.0979, aux.acc_seg: 90.1055, loss: 0.2555 2024-03-05 02:29:38,682 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 02:29:38,682 - mmseg - INFO - Iter [118000/160000] lr: 9.040e-06, eta: 7:20:04, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1518, decode.acc_seg: 93.3081, aux.loss_ce: 0.1002, aux.acc_seg: 89.7685, loss: 0.2519 2024-03-05 02:30:09,289 - mmseg - INFO - Iter [118050/160000] lr: 9.029e-06, eta: 7:19:33, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1613, decode.acc_seg: 93.1535, aux.loss_ce: 0.1036, aux.acc_seg: 89.9846, loss: 0.2649 2024-03-05 02:30:39,797 - mmseg - INFO - Iter [118100/160000] lr: 9.019e-06, eta: 7:19:01, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1691, decode.acc_seg: 92.8358, aux.loss_ce: 0.1067, aux.acc_seg: 89.5524, loss: 0.2758 2024-03-05 02:31:10,589 - mmseg - INFO - Iter [118150/160000] lr: 9.008e-06, eta: 7:18:29, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1681, decode.acc_seg: 92.7359, aux.loss_ce: 0.1066, aux.acc_seg: 89.4917, loss: 0.2747 2024-03-05 02:31:41,278 - mmseg - INFO - Iter [118200/160000] lr: 8.997e-06, eta: 7:17:58, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1564, decode.acc_seg: 93.2431, aux.loss_ce: 0.1040, aux.acc_seg: 89.6942, loss: 0.2604 2024-03-05 02:32:12,020 - mmseg - INFO - Iter [118250/160000] lr: 8.986e-06, eta: 7:17:26, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1579, decode.acc_seg: 93.0907, aux.loss_ce: 0.0997, aux.acc_seg: 89.9216, loss: 0.2576 2024-03-05 02:32:42,756 - mmseg - INFO - Iter [118300/160000] lr: 8.975e-06, eta: 7:16:54, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1586, decode.acc_seg: 93.2607, aux.loss_ce: 0.0982, aux.acc_seg: 90.3001, loss: 0.2567 2024-03-05 02:33:13,325 - mmseg - INFO - Iter [118350/160000] lr: 8.965e-06, eta: 7:16:22, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1570, decode.acc_seg: 93.2127, aux.loss_ce: 0.1012, aux.acc_seg: 89.9096, loss: 0.2583 2024-03-05 02:33:43,935 - mmseg - INFO - Iter [118400/160000] lr: 8.954e-06, eta: 7:15:51, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1600, decode.acc_seg: 93.1783, aux.loss_ce: 0.1048, aux.acc_seg: 89.6513, loss: 0.2648 2024-03-05 02:34:14,621 - mmseg - INFO - Iter [118450/160000] lr: 8.943e-06, eta: 7:15:19, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1658, decode.acc_seg: 92.9619, aux.loss_ce: 0.1095, aux.acc_seg: 89.3301, loss: 0.2753 2024-03-05 02:34:45,233 - mmseg - INFO - Iter [118500/160000] lr: 8.932e-06, eta: 7:14:47, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1588, decode.acc_seg: 93.2586, aux.loss_ce: 0.1019, aux.acc_seg: 90.2524, loss: 0.2607 2024-03-05 02:35:16,044 - mmseg - INFO - Iter [118550/160000] lr: 8.922e-06, eta: 7:14:16, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1625, decode.acc_seg: 92.8983, aux.loss_ce: 0.1066, aux.acc_seg: 89.4434, loss: 0.2691 2024-03-05 02:35:46,949 - mmseg - INFO - Iter [118600/160000] lr: 8.911e-06, eta: 7:13:44, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1577, decode.acc_seg: 93.0727, aux.loss_ce: 0.1080, aux.acc_seg: 89.1405, loss: 0.2657 2024-03-05 02:36:17,715 - mmseg - INFO - Iter [118650/160000] lr: 8.900e-06, eta: 7:13:12, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1544, decode.acc_seg: 93.1249, aux.loss_ce: 0.0987, aux.acc_seg: 89.8398, loss: 0.2531 2024-03-05 02:36:48,508 - mmseg - INFO - Iter [118700/160000] lr: 8.889e-06, eta: 7:12:41, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1573, decode.acc_seg: 93.1510, aux.loss_ce: 0.0960, aux.acc_seg: 90.3906, loss: 0.2533 2024-03-05 02:37:22,110 - mmseg - INFO - Iter [118750/160000] lr: 8.879e-06, eta: 7:12:10, time: 0.672, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1499, decode.acc_seg: 93.3720, aux.loss_ce: 0.0967, aux.acc_seg: 90.2025, loss: 0.2466 2024-03-05 02:37:52,711 - mmseg - INFO - Iter [118800/160000] lr: 8.868e-06, eta: 7:11:38, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1518, decode.acc_seg: 93.3826, aux.loss_ce: 0.0967, aux.acc_seg: 90.4218, loss: 0.2486 2024-03-05 02:38:23,445 - mmseg - INFO - Iter [118850/160000] lr: 8.857e-06, eta: 7:11:07, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1652, decode.acc_seg: 92.7624, aux.loss_ce: 0.1018, aux.acc_seg: 89.7766, loss: 0.2671 2024-03-05 02:38:54,365 - mmseg - INFO - Iter [118900/160000] lr: 8.846e-06, eta: 7:10:35, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1587, decode.acc_seg: 93.0430, aux.loss_ce: 0.1018, aux.acc_seg: 89.7041, loss: 0.2605 2024-03-05 02:39:24,994 - mmseg - INFO - Iter [118950/160000] lr: 8.836e-06, eta: 7:10:03, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1528, decode.acc_seg: 93.3577, aux.loss_ce: 0.0982, aux.acc_seg: 90.0734, loss: 0.2510 2024-03-05 02:39:55,811 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 02:39:55,811 - mmseg - INFO - Iter [119000/160000] lr: 8.825e-06, eta: 7:09:32, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1647, decode.acc_seg: 93.0494, aux.loss_ce: 0.1005, aux.acc_seg: 90.0177, loss: 0.2653 2024-03-05 02:40:26,519 - mmseg - INFO - Iter [119050/160000] lr: 8.814e-06, eta: 7:09:00, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1537, decode.acc_seg: 93.4343, aux.loss_ce: 0.0979, aux.acc_seg: 90.4371, loss: 0.2515 2024-03-05 02:40:57,258 - mmseg - INFO - Iter [119100/160000] lr: 8.803e-06, eta: 7:08:28, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.2123, aux.loss_ce: 0.0977, aux.acc_seg: 90.1512, loss: 0.2530 2024-03-05 02:41:27,883 - mmseg - INFO - Iter [119150/160000] lr: 8.793e-06, eta: 7:07:57, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1573, decode.acc_seg: 93.1593, aux.loss_ce: 0.0991, aux.acc_seg: 90.0033, loss: 0.2564 2024-03-05 02:41:58,653 - mmseg - INFO - Iter [119200/160000] lr: 8.782e-06, eta: 7:07:25, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1663, decode.acc_seg: 92.9349, aux.loss_ce: 0.1020, aux.acc_seg: 89.9933, loss: 0.2682 2024-03-05 02:42:29,572 - mmseg - INFO - Iter [119250/160000] lr: 8.771e-06, eta: 7:06:53, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1585, decode.acc_seg: 93.2888, aux.loss_ce: 0.1003, aux.acc_seg: 90.1371, loss: 0.2588 2024-03-05 02:43:00,357 - mmseg - INFO - Iter [119300/160000] lr: 8.760e-06, eta: 7:06:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1650, decode.acc_seg: 92.9653, aux.loss_ce: 0.1041, aux.acc_seg: 89.8771, loss: 0.2691 2024-03-05 02:43:30,921 - mmseg - INFO - Iter [119350/160000] lr: 8.749e-06, eta: 7:05:50, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1607, decode.acc_seg: 93.1785, aux.loss_ce: 0.1051, aux.acc_seg: 89.6048, loss: 0.2658 2024-03-05 02:44:01,844 - mmseg - INFO - Iter [119400/160000] lr: 8.739e-06, eta: 7:05:18, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1613, decode.acc_seg: 92.9842, aux.loss_ce: 0.1050, aux.acc_seg: 89.6569, loss: 0.2663 2024-03-05 02:44:32,554 - mmseg - INFO - Iter [119450/160000] lr: 8.728e-06, eta: 7:04:47, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1628, decode.acc_seg: 93.0564, aux.loss_ce: 0.1058, aux.acc_seg: 89.5856, loss: 0.2686 2024-03-05 02:45:03,172 - mmseg - INFO - Iter [119500/160000] lr: 8.717e-06, eta: 7:04:15, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1637, decode.acc_seg: 93.0503, aux.loss_ce: 0.1062, aux.acc_seg: 89.5323, loss: 0.2699 2024-03-05 02:45:33,663 - mmseg - INFO - Iter [119550/160000] lr: 8.706e-06, eta: 7:03:43, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1701, decode.acc_seg: 92.5320, aux.loss_ce: 0.1076, aux.acc_seg: 89.2057, loss: 0.2777 2024-03-05 02:46:04,208 - mmseg - INFO - Iter [119600/160000] lr: 8.696e-06, eta: 7:03:12, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1611, decode.acc_seg: 93.0973, aux.loss_ce: 0.1038, aux.acc_seg: 89.8328, loss: 0.2649 2024-03-05 02:46:34,846 - mmseg - INFO - Iter [119650/160000] lr: 8.685e-06, eta: 7:02:40, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.1813, aux.loss_ce: 0.0988, aux.acc_seg: 89.8549, loss: 0.2541 2024-03-05 02:47:05,301 - mmseg - INFO - Iter [119700/160000] lr: 8.674e-06, eta: 7:02:08, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1478, decode.acc_seg: 93.4918, aux.loss_ce: 0.0958, aux.acc_seg: 90.2282, loss: 0.2436 2024-03-05 02:47:36,047 - mmseg - INFO - Iter [119750/160000] lr: 8.663e-06, eta: 7:01:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1547, decode.acc_seg: 93.3693, aux.loss_ce: 0.0995, aux.acc_seg: 90.0358, loss: 0.2542 2024-03-05 02:48:06,895 - mmseg - INFO - Iter [119800/160000] lr: 8.653e-06, eta: 7:01:05, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1592, decode.acc_seg: 93.0655, aux.loss_ce: 0.1026, aux.acc_seg: 89.8050, loss: 0.2618 2024-03-05 02:48:37,756 - mmseg - INFO - Iter [119850/160000] lr: 8.642e-06, eta: 7:00:33, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1620, decode.acc_seg: 93.0482, aux.loss_ce: 0.1049, aux.acc_seg: 89.6656, loss: 0.2669 2024-03-05 02:49:08,614 - mmseg - INFO - Iter [119900/160000] lr: 8.631e-06, eta: 7:00:02, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1617, decode.acc_seg: 93.0389, aux.loss_ce: 0.1078, aux.acc_seg: 89.4066, loss: 0.2694 2024-03-05 02:49:39,325 - mmseg - INFO - Iter [119950/160000] lr: 8.620e-06, eta: 6:59:30, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1636, decode.acc_seg: 92.9518, aux.loss_ce: 0.1056, aux.acc_seg: 89.4785, loss: 0.2692 2024-03-05 02:50:13,047 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 02:50:13,047 - mmseg - INFO - Iter [120000/160000] lr: 8.610e-06, eta: 6:58:59, time: 0.674, data_time: 0.070, memory: 7582, decode.loss_ce: 0.1521, decode.acc_seg: 93.4776, aux.loss_ce: 0.0972, aux.acc_seg: 90.3663, loss: 0.2493 2024-03-05 02:50:43,816 - mmseg - INFO - Iter [120050/160000] lr: 8.599e-06, eta: 6:58:28, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1622, decode.acc_seg: 93.0185, aux.loss_ce: 0.1035, aux.acc_seg: 89.7049, loss: 0.2657 2024-03-05 02:51:14,431 - mmseg - INFO - Iter [120100/160000] lr: 8.588e-06, eta: 6:57:56, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1653, decode.acc_seg: 92.9657, aux.loss_ce: 0.1036, aux.acc_seg: 89.6967, loss: 0.2689 2024-03-05 02:51:45,413 - mmseg - INFO - Iter [120150/160000] lr: 8.577e-06, eta: 6:57:24, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1644, decode.acc_seg: 92.8024, aux.loss_ce: 0.1056, aux.acc_seg: 89.2715, loss: 0.2700 2024-03-05 02:52:16,053 - mmseg - INFO - Iter [120200/160000] lr: 8.567e-06, eta: 6:56:53, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1677, decode.acc_seg: 92.7238, aux.loss_ce: 0.1034, aux.acc_seg: 89.5138, loss: 0.2711 2024-03-05 02:52:46,497 - mmseg - INFO - Iter [120250/160000] lr: 8.556e-06, eta: 6:56:21, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1562, decode.acc_seg: 93.3141, aux.loss_ce: 0.0994, aux.acc_seg: 90.2622, loss: 0.2556 2024-03-05 02:53:17,146 - mmseg - INFO - Iter [120300/160000] lr: 8.545e-06, eta: 6:55:49, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1570, decode.acc_seg: 93.2719, aux.loss_ce: 0.1028, aux.acc_seg: 89.8055, loss: 0.2598 2024-03-05 02:53:47,844 - mmseg - INFO - Iter [120350/160000] lr: 8.534e-06, eta: 6:55:18, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1556, decode.acc_seg: 93.2665, aux.loss_ce: 0.0989, aux.acc_seg: 90.2463, loss: 0.2545 2024-03-05 02:54:18,526 - mmseg - INFO - Iter [120400/160000] lr: 8.523e-06, eta: 6:54:46, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1533, decode.acc_seg: 93.4632, aux.loss_ce: 0.0993, aux.acc_seg: 90.3370, loss: 0.2526 2024-03-05 02:54:49,256 - mmseg - INFO - Iter [120450/160000] lr: 8.513e-06, eta: 6:54:14, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1575, decode.acc_seg: 93.2330, aux.loss_ce: 0.1027, aux.acc_seg: 89.7973, loss: 0.2602 2024-03-05 02:55:19,988 - mmseg - INFO - Iter [120500/160000] lr: 8.502e-06, eta: 6:53:43, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1525, decode.acc_seg: 93.4083, aux.loss_ce: 0.1021, aux.acc_seg: 89.9109, loss: 0.2547 2024-03-05 02:55:50,885 - mmseg - INFO - Iter [120550/160000] lr: 8.491e-06, eta: 6:53:11, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1563, decode.acc_seg: 93.3413, aux.loss_ce: 0.1006, aux.acc_seg: 90.0955, loss: 0.2569 2024-03-05 02:56:21,557 - mmseg - INFO - Iter [120600/160000] lr: 8.480e-06, eta: 6:52:39, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1496, decode.acc_seg: 93.4406, aux.loss_ce: 0.0937, aux.acc_seg: 90.5546, loss: 0.2433 2024-03-05 02:56:52,462 - mmseg - INFO - Iter [120650/160000] lr: 8.470e-06, eta: 6:52:08, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1523, decode.acc_seg: 93.2908, aux.loss_ce: 0.0965, aux.acc_seg: 90.3435, loss: 0.2488 2024-03-05 02:57:23,214 - mmseg - INFO - Iter [120700/160000] lr: 8.459e-06, eta: 6:51:36, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1534, decode.acc_seg: 93.4532, aux.loss_ce: 0.0983, aux.acc_seg: 90.2928, loss: 0.2517 2024-03-05 02:57:53,979 - mmseg - INFO - Iter [120750/160000] lr: 8.448e-06, eta: 6:51:05, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1747, decode.acc_seg: 92.6413, aux.loss_ce: 0.1130, aux.acc_seg: 88.9044, loss: 0.2876 2024-03-05 02:58:24,680 - mmseg - INFO - Iter [120800/160000] lr: 8.437e-06, eta: 6:50:33, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1569, decode.acc_seg: 93.1357, aux.loss_ce: 0.0984, aux.acc_seg: 90.1185, loss: 0.2553 2024-03-05 02:58:55,396 - mmseg - INFO - Iter [120850/160000] lr: 8.427e-06, eta: 6:50:01, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1646, decode.acc_seg: 93.0042, aux.loss_ce: 0.1036, aux.acc_seg: 89.6330, loss: 0.2682 2024-03-05 02:59:26,110 - mmseg - INFO - Iter [120900/160000] lr: 8.416e-06, eta: 6:49:30, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1590, decode.acc_seg: 93.0954, aux.loss_ce: 0.1028, aux.acc_seg: 89.7007, loss: 0.2618 2024-03-05 02:59:56,744 - mmseg - INFO - Iter [120950/160000] lr: 8.405e-06, eta: 6:48:58, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1606, decode.acc_seg: 93.0556, aux.loss_ce: 0.1002, aux.acc_seg: 90.0603, loss: 0.2608 2024-03-05 03:00:27,565 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:00:27,565 - mmseg - INFO - Iter [121000/160000] lr: 8.394e-06, eta: 6:48:26, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1562, decode.acc_seg: 93.1677, aux.loss_ce: 0.1038, aux.acc_seg: 89.5463, loss: 0.2599 2024-03-05 03:00:58,455 - mmseg - INFO - Iter [121050/160000] lr: 8.384e-06, eta: 6:47:55, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1557, decode.acc_seg: 93.0471, aux.loss_ce: 0.1001, aux.acc_seg: 89.8712, loss: 0.2558 2024-03-05 03:01:29,359 - mmseg - INFO - Iter [121100/160000] lr: 8.373e-06, eta: 6:47:23, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1555, decode.acc_seg: 93.1358, aux.loss_ce: 0.0984, aux.acc_seg: 89.8693, loss: 0.2539 2024-03-05 03:02:00,079 - mmseg - INFO - Iter [121150/160000] lr: 8.362e-06, eta: 6:46:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1519, decode.acc_seg: 93.5168, aux.loss_ce: 0.0991, aux.acc_seg: 90.2568, loss: 0.2511 2024-03-05 03:02:30,918 - mmseg - INFO - Iter [121200/160000] lr: 8.351e-06, eta: 6:46:20, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1602, decode.acc_seg: 93.1161, aux.loss_ce: 0.0993, aux.acc_seg: 90.1171, loss: 0.2595 2024-03-05 03:03:04,575 - mmseg - INFO - Iter [121250/160000] lr: 8.341e-06, eta: 6:45:49, time: 0.673, data_time: 0.062, memory: 7582, decode.loss_ce: 0.1535, decode.acc_seg: 93.2592, aux.loss_ce: 0.0968, aux.acc_seg: 90.2534, loss: 0.2504 2024-03-05 03:03:35,398 - mmseg - INFO - Iter [121300/160000] lr: 8.330e-06, eta: 6:45:18, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1458, decode.acc_seg: 93.6816, aux.loss_ce: 0.0925, aux.acc_seg: 90.7385, loss: 0.2383 2024-03-05 03:04:06,269 - mmseg - INFO - Iter [121350/160000] lr: 8.319e-06, eta: 6:44:46, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1577, decode.acc_seg: 93.2581, aux.loss_ce: 0.0997, aux.acc_seg: 90.1978, loss: 0.2573 2024-03-05 03:04:37,038 - mmseg - INFO - Iter [121400/160000] lr: 8.308e-06, eta: 6:44:14, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1481, decode.acc_seg: 93.5976, aux.loss_ce: 0.0947, aux.acc_seg: 90.5046, loss: 0.2427 2024-03-05 03:05:07,712 - mmseg - INFO - Iter [121450/160000] lr: 8.297e-06, eta: 6:43:43, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1479, decode.acc_seg: 93.4516, aux.loss_ce: 0.0960, aux.acc_seg: 90.2537, loss: 0.2439 2024-03-05 03:05:38,282 - mmseg - INFO - Iter [121500/160000] lr: 8.287e-06, eta: 6:43:11, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1575, decode.acc_seg: 93.1007, aux.loss_ce: 0.1061, aux.acc_seg: 89.4395, loss: 0.2636 2024-03-05 03:06:08,885 - mmseg - INFO - Iter [121550/160000] lr: 8.276e-06, eta: 6:42:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1558, decode.acc_seg: 93.1799, aux.loss_ce: 0.0994, aux.acc_seg: 89.8262, loss: 0.2552 2024-03-05 03:06:39,517 - mmseg - INFO - Iter [121600/160000] lr: 8.265e-06, eta: 6:42:08, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1554, decode.acc_seg: 93.3607, aux.loss_ce: 0.0977, aux.acc_seg: 90.2744, loss: 0.2531 2024-03-05 03:07:10,309 - mmseg - INFO - Iter [121650/160000] lr: 8.254e-06, eta: 6:41:36, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1585, decode.acc_seg: 93.3155, aux.loss_ce: 0.1048, aux.acc_seg: 89.9162, loss: 0.2633 2024-03-05 03:07:41,109 - mmseg - INFO - Iter [121700/160000] lr: 8.244e-06, eta: 6:41:04, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1603, decode.acc_seg: 93.1416, aux.loss_ce: 0.1036, aux.acc_seg: 89.7418, loss: 0.2639 2024-03-05 03:08:11,838 - mmseg - INFO - Iter [121750/160000] lr: 8.233e-06, eta: 6:40:33, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1539, decode.acc_seg: 93.4169, aux.loss_ce: 0.0983, aux.acc_seg: 90.2237, loss: 0.2522 2024-03-05 03:08:42,640 - mmseg - INFO - Iter [121800/160000] lr: 8.222e-06, eta: 6:40:01, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1468, decode.acc_seg: 93.5312, aux.loss_ce: 0.0971, aux.acc_seg: 90.2356, loss: 0.2439 2024-03-05 03:09:13,578 - mmseg - INFO - Iter [121850/160000] lr: 8.211e-06, eta: 6:39:30, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1598, decode.acc_seg: 93.1246, aux.loss_ce: 0.1006, aux.acc_seg: 89.9855, loss: 0.2603 2024-03-05 03:09:44,324 - mmseg - INFO - Iter [121900/160000] lr: 8.201e-06, eta: 6:38:58, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1612, decode.acc_seg: 93.0894, aux.loss_ce: 0.1032, aux.acc_seg: 89.6794, loss: 0.2644 2024-03-05 03:10:14,950 - mmseg - INFO - Iter [121950/160000] lr: 8.190e-06, eta: 6:38:26, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1530, decode.acc_seg: 93.2891, aux.loss_ce: 0.0995, aux.acc_seg: 90.1336, loss: 0.2525 2024-03-05 03:10:45,688 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:10:45,688 - mmseg - INFO - Iter [122000/160000] lr: 8.179e-06, eta: 6:37:55, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1557, decode.acc_seg: 93.2646, aux.loss_ce: 0.1026, aux.acc_seg: 90.0106, loss: 0.2582 2024-03-05 03:11:16,385 - mmseg - INFO - Iter [122050/160000] lr: 8.168e-06, eta: 6:37:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1635, decode.acc_seg: 93.1188, aux.loss_ce: 0.1006, aux.acc_seg: 89.9843, loss: 0.2641 2024-03-05 03:11:47,265 - mmseg - INFO - Iter [122100/160000] lr: 8.158e-06, eta: 6:36:52, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1588, decode.acc_seg: 93.1464, aux.loss_ce: 0.1048, aux.acc_seg: 89.6704, loss: 0.2636 2024-03-05 03:12:18,076 - mmseg - INFO - Iter [122150/160000] lr: 8.147e-06, eta: 6:36:20, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1608, decode.acc_seg: 93.1043, aux.loss_ce: 0.1049, aux.acc_seg: 89.6524, loss: 0.2657 2024-03-05 03:12:48,943 - mmseg - INFO - Iter [122200/160000] lr: 8.136e-06, eta: 6:35:48, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1581, decode.acc_seg: 93.2502, aux.loss_ce: 0.1025, aux.acc_seg: 89.9738, loss: 0.2606 2024-03-05 03:13:19,816 - mmseg - INFO - Iter [122250/160000] lr: 8.125e-06, eta: 6:35:17, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1629, decode.acc_seg: 92.9145, aux.loss_ce: 0.1041, aux.acc_seg: 89.6428, loss: 0.2670 2024-03-05 03:13:50,322 - mmseg - INFO - Iter [122300/160000] lr: 8.115e-06, eta: 6:34:45, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.1806, aux.loss_ce: 0.0981, aux.acc_seg: 90.0960, loss: 0.2534 2024-03-05 03:14:21,013 - mmseg - INFO - Iter [122350/160000] lr: 8.104e-06, eta: 6:34:13, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1587, decode.acc_seg: 93.1097, aux.loss_ce: 0.1015, aux.acc_seg: 89.8748, loss: 0.2602 2024-03-05 03:14:51,569 - mmseg - INFO - Iter [122400/160000] lr: 8.093e-06, eta: 6:33:42, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1648, decode.acc_seg: 92.8846, aux.loss_ce: 0.1058, aux.acc_seg: 89.6895, loss: 0.2707 2024-03-05 03:15:22,378 - mmseg - INFO - Iter [122450/160000] lr: 8.082e-06, eta: 6:33:10, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1579, decode.acc_seg: 93.0642, aux.loss_ce: 0.1033, aux.acc_seg: 89.5547, loss: 0.2612 2024-03-05 03:15:53,092 - mmseg - INFO - Iter [122500/160000] lr: 8.071e-06, eta: 6:32:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1521, decode.acc_seg: 93.4147, aux.loss_ce: 0.0971, aux.acc_seg: 90.1432, loss: 0.2491 2024-03-05 03:16:26,659 - mmseg - INFO - Iter [122550/160000] lr: 8.061e-06, eta: 6:32:08, time: 0.671, data_time: 0.058, memory: 7582, decode.loss_ce: 0.1573, decode.acc_seg: 93.1405, aux.loss_ce: 0.0971, aux.acc_seg: 90.2444, loss: 0.2544 2024-03-05 03:16:57,162 - mmseg - INFO - Iter [122600/160000] lr: 8.050e-06, eta: 6:31:36, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1455, decode.acc_seg: 93.6383, aux.loss_ce: 0.0936, aux.acc_seg: 90.5958, loss: 0.2390 2024-03-05 03:17:27,919 - mmseg - INFO - Iter [122650/160000] lr: 8.039e-06, eta: 6:31:04, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1456, decode.acc_seg: 93.6845, aux.loss_ce: 0.0941, aux.acc_seg: 90.4746, loss: 0.2397 2024-03-05 03:17:58,785 - mmseg - INFO - Iter [122700/160000] lr: 8.028e-06, eta: 6:30:33, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1601, decode.acc_seg: 93.3629, aux.loss_ce: 0.1007, aux.acc_seg: 90.2641, loss: 0.2607 2024-03-05 03:18:29,406 - mmseg - INFO - Iter [122750/160000] lr: 8.018e-06, eta: 6:30:01, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1590, decode.acc_seg: 93.0534, aux.loss_ce: 0.0999, aux.acc_seg: 89.8886, loss: 0.2589 2024-03-05 03:18:59,983 - mmseg - INFO - Iter [122800/160000] lr: 8.007e-06, eta: 6:29:30, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1603, decode.acc_seg: 93.0695, aux.loss_ce: 0.1026, aux.acc_seg: 89.6596, loss: 0.2629 2024-03-05 03:19:30,766 - mmseg - INFO - Iter [122850/160000] lr: 7.996e-06, eta: 6:28:58, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1601, decode.acc_seg: 93.0562, aux.loss_ce: 0.1054, aux.acc_seg: 89.7460, loss: 0.2654 2024-03-05 03:20:01,576 - mmseg - INFO - Iter [122900/160000] lr: 7.985e-06, eta: 6:28:26, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1437, decode.acc_seg: 93.8178, aux.loss_ce: 0.0930, aux.acc_seg: 90.8690, loss: 0.2366 2024-03-05 03:20:32,457 - mmseg - INFO - Iter [122950/160000] lr: 7.975e-06, eta: 6:27:55, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1483, decode.acc_seg: 93.4387, aux.loss_ce: 0.0954, aux.acc_seg: 90.2334, loss: 0.2437 2024-03-05 03:21:03,347 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:21:03,348 - mmseg - INFO - Iter [123000/160000] lr: 7.964e-06, eta: 6:27:23, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1499, decode.acc_seg: 93.6649, aux.loss_ce: 0.0974, aux.acc_seg: 90.4084, loss: 0.2473 2024-03-05 03:21:34,201 - mmseg - INFO - Iter [123050/160000] lr: 7.953e-06, eta: 6:26:52, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1454, decode.acc_seg: 93.7360, aux.loss_ce: 0.0923, aux.acc_seg: 90.6815, loss: 0.2377 2024-03-05 03:22:04,952 - mmseg - INFO - Iter [123100/160000] lr: 7.942e-06, eta: 6:26:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1548, decode.acc_seg: 93.3294, aux.loss_ce: 0.1004, aux.acc_seg: 90.0841, loss: 0.2552 2024-03-05 03:22:35,611 - mmseg - INFO - Iter [123150/160000] lr: 7.932e-06, eta: 6:25:48, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1567, decode.acc_seg: 93.2518, aux.loss_ce: 0.1021, aux.acc_seg: 89.8104, loss: 0.2588 2024-03-05 03:23:06,196 - mmseg - INFO - Iter [123200/160000] lr: 7.921e-06, eta: 6:25:17, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1550, decode.acc_seg: 93.2743, aux.loss_ce: 0.0990, aux.acc_seg: 90.0937, loss: 0.2541 2024-03-05 03:23:36,895 - mmseg - INFO - Iter [123250/160000] lr: 7.910e-06, eta: 6:24:45, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1510, decode.acc_seg: 93.5364, aux.loss_ce: 0.0950, aux.acc_seg: 90.5799, loss: 0.2459 2024-03-05 03:24:07,773 - mmseg - INFO - Iter [123300/160000] lr: 7.899e-06, eta: 6:24:14, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1517, decode.acc_seg: 93.5422, aux.loss_ce: 0.0997, aux.acc_seg: 90.2376, loss: 0.2514 2024-03-05 03:24:38,373 - mmseg - INFO - Iter [123350/160000] lr: 7.889e-06, eta: 6:23:42, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1538, decode.acc_seg: 93.2587, aux.loss_ce: 0.1001, aux.acc_seg: 89.9674, loss: 0.2539 2024-03-05 03:25:09,223 - mmseg - INFO - Iter [123400/160000] lr: 7.878e-06, eta: 6:23:10, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1608, decode.acc_seg: 93.0882, aux.loss_ce: 0.1063, aux.acc_seg: 89.4269, loss: 0.2671 2024-03-05 03:25:40,199 - mmseg - INFO - Iter [123450/160000] lr: 7.867e-06, eta: 6:22:39, time: 0.620, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1545, decode.acc_seg: 93.3903, aux.loss_ce: 0.1005, aux.acc_seg: 90.2008, loss: 0.2550 2024-03-05 03:26:10,858 - mmseg - INFO - Iter [123500/160000] lr: 7.856e-06, eta: 6:22:07, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1548, decode.acc_seg: 93.3531, aux.loss_ce: 0.1007, aux.acc_seg: 90.0680, loss: 0.2555 2024-03-05 03:26:41,619 - mmseg - INFO - Iter [123550/160000] lr: 7.845e-06, eta: 6:21:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1482, decode.acc_seg: 93.6597, aux.loss_ce: 0.0964, aux.acc_seg: 90.5216, loss: 0.2447 2024-03-05 03:27:12,291 - mmseg - INFO - Iter [123600/160000] lr: 7.835e-06, eta: 6:21:04, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1535, decode.acc_seg: 93.2151, aux.loss_ce: 0.1006, aux.acc_seg: 89.8933, loss: 0.2540 2024-03-05 03:27:42,977 - mmseg - INFO - Iter [123650/160000] lr: 7.824e-06, eta: 6:20:32, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1485, decode.acc_seg: 93.5926, aux.loss_ce: 0.0962, aux.acc_seg: 90.4827, loss: 0.2448 2024-03-05 03:28:13,609 - mmseg - INFO - Iter [123700/160000] lr: 7.813e-06, eta: 6:20:01, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1609, decode.acc_seg: 93.0951, aux.loss_ce: 0.1039, aux.acc_seg: 89.8340, loss: 0.2648 2024-03-05 03:28:44,377 - mmseg - INFO - Iter [123750/160000] lr: 7.802e-06, eta: 6:19:29, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1536, decode.acc_seg: 93.2775, aux.loss_ce: 0.1001, aux.acc_seg: 89.9231, loss: 0.2537 2024-03-05 03:29:18,121 - mmseg - INFO - Iter [123800/160000] lr: 7.792e-06, eta: 6:18:58, time: 0.675, data_time: 0.062, memory: 7582, decode.loss_ce: 0.1570, decode.acc_seg: 93.1471, aux.loss_ce: 0.0998, aux.acc_seg: 89.8121, loss: 0.2568 2024-03-05 03:29:48,710 - mmseg - INFO - Iter [123850/160000] lr: 7.781e-06, eta: 6:18:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1475, decode.acc_seg: 93.4851, aux.loss_ce: 0.0982, aux.acc_seg: 90.0276, loss: 0.2458 2024-03-05 03:30:19,455 - mmseg - INFO - Iter [123900/160000] lr: 7.770e-06, eta: 6:17:55, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1514, decode.acc_seg: 93.3201, aux.loss_ce: 0.0968, aux.acc_seg: 90.0627, loss: 0.2483 2024-03-05 03:30:50,131 - mmseg - INFO - Iter [123950/160000] lr: 7.759e-06, eta: 6:17:24, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1484, decode.acc_seg: 93.5960, aux.loss_ce: 0.0970, aux.acc_seg: 90.1968, loss: 0.2454 2024-03-05 03:31:20,738 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:31:20,738 - mmseg - INFO - Iter [124000/160000] lr: 7.749e-06, eta: 6:16:52, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1533, decode.acc_seg: 93.3749, aux.loss_ce: 0.1000, aux.acc_seg: 89.9362, loss: 0.2534 2024-03-05 03:31:51,596 - mmseg - INFO - Iter [124050/160000] lr: 7.738e-06, eta: 6:16:20, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1514, decode.acc_seg: 93.3297, aux.loss_ce: 0.0999, aux.acc_seg: 89.9751, loss: 0.2513 2024-03-05 03:32:22,282 - mmseg - INFO - Iter [124100/160000] lr: 7.727e-06, eta: 6:15:49, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1523, decode.acc_seg: 93.3742, aux.loss_ce: 0.0979, aux.acc_seg: 90.1411, loss: 0.2502 2024-03-05 03:32:52,932 - mmseg - INFO - Iter [124150/160000] lr: 7.716e-06, eta: 6:15:17, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1541, decode.acc_seg: 93.2672, aux.loss_ce: 0.0976, aux.acc_seg: 90.1610, loss: 0.2517 2024-03-05 03:33:23,313 - mmseg - INFO - Iter [124200/160000] lr: 7.706e-06, eta: 6:14:45, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1431, decode.acc_seg: 93.7220, aux.loss_ce: 0.0977, aux.acc_seg: 90.2368, loss: 0.2408 2024-03-05 03:33:54,009 - mmseg - INFO - Iter [124250/160000] lr: 7.695e-06, eta: 6:14:14, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1486, decode.acc_seg: 93.4722, aux.loss_ce: 0.0975, aux.acc_seg: 90.3291, loss: 0.2462 2024-03-05 03:34:24,629 - mmseg - INFO - Iter [124300/160000] lr: 7.684e-06, eta: 6:13:42, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1543, decode.acc_seg: 93.3902, aux.loss_ce: 0.1019, aux.acc_seg: 90.0625, loss: 0.2562 2024-03-05 03:34:55,384 - mmseg - INFO - Iter [124350/160000] lr: 7.673e-06, eta: 6:13:11, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1508, decode.acc_seg: 93.4061, aux.loss_ce: 0.0965, aux.acc_seg: 90.2864, loss: 0.2473 2024-03-05 03:35:25,841 - mmseg - INFO - Iter [124400/160000] lr: 7.663e-06, eta: 6:12:39, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1506, decode.acc_seg: 93.3476, aux.loss_ce: 0.0950, aux.acc_seg: 90.2533, loss: 0.2456 2024-03-05 03:35:56,568 - mmseg - INFO - Iter [124450/160000] lr: 7.652e-06, eta: 6:12:07, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1542, decode.acc_seg: 93.3678, aux.loss_ce: 0.0978, aux.acc_seg: 90.1683, loss: 0.2520 2024-03-05 03:36:27,232 - mmseg - INFO - Iter [124500/160000] lr: 7.641e-06, eta: 6:11:36, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1515, decode.acc_seg: 93.4933, aux.loss_ce: 0.0969, aux.acc_seg: 90.5086, loss: 0.2483 2024-03-05 03:36:57,933 - mmseg - INFO - Iter [124550/160000] lr: 7.630e-06, eta: 6:11:04, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1499, decode.acc_seg: 93.4532, aux.loss_ce: 0.0983, aux.acc_seg: 89.9917, loss: 0.2482 2024-03-05 03:37:28,646 - mmseg - INFO - Iter [124600/160000] lr: 7.619e-06, eta: 6:10:32, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1530, decode.acc_seg: 93.4152, aux.loss_ce: 0.0987, aux.acc_seg: 90.0647, loss: 0.2516 2024-03-05 03:37:59,409 - mmseg - INFO - Iter [124650/160000] lr: 7.609e-06, eta: 6:10:01, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1496, decode.acc_seg: 93.5391, aux.loss_ce: 0.0985, aux.acc_seg: 90.0592, loss: 0.2481 2024-03-05 03:38:30,094 - mmseg - INFO - Iter [124700/160000] lr: 7.598e-06, eta: 6:09:29, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1500, decode.acc_seg: 93.3436, aux.loss_ce: 0.0972, aux.acc_seg: 90.1383, loss: 0.2472 2024-03-05 03:39:00,803 - mmseg - INFO - Iter [124750/160000] lr: 7.587e-06, eta: 6:08:58, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1598, decode.acc_seg: 92.9550, aux.loss_ce: 0.1017, aux.acc_seg: 89.6424, loss: 0.2615 2024-03-05 03:39:31,773 - mmseg - INFO - Iter [124800/160000] lr: 7.576e-06, eta: 6:08:26, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1636, decode.acc_seg: 92.9777, aux.loss_ce: 0.1066, aux.acc_seg: 89.3440, loss: 0.2702 2024-03-05 03:40:02,534 - mmseg - INFO - Iter [124850/160000] lr: 7.566e-06, eta: 6:07:55, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1587, decode.acc_seg: 93.2564, aux.loss_ce: 0.1031, aux.acc_seg: 89.8529, loss: 0.2618 2024-03-05 03:40:33,270 - mmseg - INFO - Iter [124900/160000] lr: 7.555e-06, eta: 6:07:23, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1593, decode.acc_seg: 93.1276, aux.loss_ce: 0.1032, aux.acc_seg: 89.8351, loss: 0.2625 2024-03-05 03:41:03,784 - mmseg - INFO - Iter [124950/160000] lr: 7.544e-06, eta: 6:06:51, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1526, decode.acc_seg: 93.1236, aux.loss_ce: 0.0975, aux.acc_seg: 89.8822, loss: 0.2500 2024-03-05 03:41:34,469 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:41:34,469 - mmseg - INFO - Iter [125000/160000] lr: 7.533e-06, eta: 6:06:20, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1552, decode.acc_seg: 93.4423, aux.loss_ce: 0.0979, aux.acc_seg: 90.3012, loss: 0.2530 2024-03-05 03:42:08,090 - mmseg - INFO - Iter [125050/160000] lr: 7.523e-06, eta: 6:05:49, time: 0.672, data_time: 0.062, memory: 7582, decode.loss_ce: 0.1689, decode.acc_seg: 92.7548, aux.loss_ce: 0.1078, aux.acc_seg: 89.4492, loss: 0.2767 2024-03-05 03:42:38,855 - mmseg - INFO - Iter [125100/160000] lr: 7.512e-06, eta: 6:05:17, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1568, decode.acc_seg: 93.0817, aux.loss_ce: 0.0997, aux.acc_seg: 89.8742, loss: 0.2565 2024-03-05 03:43:09,497 - mmseg - INFO - Iter [125150/160000] lr: 7.501e-06, eta: 6:04:46, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1493, decode.acc_seg: 93.5156, aux.loss_ce: 0.0962, aux.acc_seg: 90.2831, loss: 0.2455 2024-03-05 03:43:40,330 - mmseg - INFO - Iter [125200/160000] lr: 7.490e-06, eta: 6:04:14, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1474, decode.acc_seg: 93.6030, aux.loss_ce: 0.0959, aux.acc_seg: 90.4269, loss: 0.2433 2024-03-05 03:44:11,040 - mmseg - INFO - Iter [125250/160000] lr: 7.480e-06, eta: 6:03:43, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1400, decode.acc_seg: 93.9588, aux.loss_ce: 0.0925, aux.acc_seg: 90.7915, loss: 0.2325 2024-03-05 03:44:41,602 - mmseg - INFO - Iter [125300/160000] lr: 7.469e-06, eta: 6:03:11, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1586, decode.acc_seg: 93.1930, aux.loss_ce: 0.0994, aux.acc_seg: 90.2704, loss: 0.2580 2024-03-05 03:45:11,990 - mmseg - INFO - Iter [125350/160000] lr: 7.458e-06, eta: 6:02:39, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1494, decode.acc_seg: 93.3826, aux.loss_ce: 0.0950, aux.acc_seg: 90.4250, loss: 0.2444 2024-03-05 03:45:42,488 - mmseg - INFO - Iter [125400/160000] lr: 7.447e-06, eta: 6:02:08, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1477, decode.acc_seg: 93.6471, aux.loss_ce: 0.0967, aux.acc_seg: 90.4490, loss: 0.2444 2024-03-05 03:46:13,241 - mmseg - INFO - Iter [125450/160000] lr: 7.437e-06, eta: 6:01:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1534, decode.acc_seg: 93.3080, aux.loss_ce: 0.0998, aux.acc_seg: 90.0787, loss: 0.2532 2024-03-05 03:46:43,957 - mmseg - INFO - Iter [125500/160000] lr: 7.426e-06, eta: 6:01:04, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1618, decode.acc_seg: 93.0148, aux.loss_ce: 0.1059, aux.acc_seg: 89.4858, loss: 0.2677 2024-03-05 03:47:14,778 - mmseg - INFO - Iter [125550/160000] lr: 7.415e-06, eta: 6:00:33, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1499, decode.acc_seg: 93.5093, aux.loss_ce: 0.0984, aux.acc_seg: 90.3139, loss: 0.2483 2024-03-05 03:47:45,433 - mmseg - INFO - Iter [125600/160000] lr: 7.404e-06, eta: 6:00:01, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1485, decode.acc_seg: 93.4346, aux.loss_ce: 0.0941, aux.acc_seg: 90.2638, loss: 0.2426 2024-03-05 03:48:16,202 - mmseg - INFO - Iter [125650/160000] lr: 7.393e-06, eta: 5:59:30, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1496, decode.acc_seg: 93.5807, aux.loss_ce: 0.1017, aux.acc_seg: 90.0116, loss: 0.2513 2024-03-05 03:48:46,659 - mmseg - INFO - Iter [125700/160000] lr: 7.383e-06, eta: 5:58:58, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1537, decode.acc_seg: 93.4341, aux.loss_ce: 0.0986, aux.acc_seg: 90.2387, loss: 0.2522 2024-03-05 03:49:17,231 - mmseg - INFO - Iter [125750/160000] lr: 7.372e-06, eta: 5:58:26, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1569, decode.acc_seg: 93.2903, aux.loss_ce: 0.1014, aux.acc_seg: 90.1391, loss: 0.2583 2024-03-05 03:49:48,002 - mmseg - INFO - Iter [125800/160000] lr: 7.361e-06, eta: 5:57:55, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1468, decode.acc_seg: 93.5259, aux.loss_ce: 0.0912, aux.acc_seg: 90.6572, loss: 0.2380 2024-03-05 03:50:18,709 - mmseg - INFO - Iter [125850/160000] lr: 7.350e-06, eta: 5:57:23, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1621, decode.acc_seg: 92.9673, aux.loss_ce: 0.1062, aux.acc_seg: 89.4211, loss: 0.2683 2024-03-05 03:50:49,430 - mmseg - INFO - Iter [125900/160000] lr: 7.340e-06, eta: 5:56:52, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1547, decode.acc_seg: 93.2976, aux.loss_ce: 0.0997, aux.acc_seg: 89.9248, loss: 0.2544 2024-03-05 03:51:20,223 - mmseg - INFO - Iter [125950/160000] lr: 7.329e-06, eta: 5:56:20, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1549, decode.acc_seg: 93.2482, aux.loss_ce: 0.1010, aux.acc_seg: 90.0235, loss: 0.2559 2024-03-05 03:51:50,985 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 03:51:50,986 - mmseg - INFO - Iter [126000/160000] lr: 7.318e-06, eta: 5:55:49, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1704, decode.acc_seg: 92.6960, aux.loss_ce: 0.1049, aux.acc_seg: 89.4973, loss: 0.2753 2024-03-05 03:52:21,801 - mmseg - INFO - Iter [126050/160000] lr: 7.307e-06, eta: 5:55:17, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1563, decode.acc_seg: 93.2110, aux.loss_ce: 0.1011, aux.acc_seg: 89.7359, loss: 0.2573 2024-03-05 03:52:52,327 - mmseg - INFO - Iter [126100/160000] lr: 7.297e-06, eta: 5:54:45, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1536, decode.acc_seg: 93.2795, aux.loss_ce: 0.1001, aux.acc_seg: 89.8993, loss: 0.2537 2024-03-05 03:53:23,018 - mmseg - INFO - Iter [126150/160000] lr: 7.286e-06, eta: 5:54:14, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1519, decode.acc_seg: 93.3394, aux.loss_ce: 0.1003, aux.acc_seg: 89.9228, loss: 0.2523 2024-03-05 03:53:53,668 - mmseg - INFO - Iter [126200/160000] lr: 7.275e-06, eta: 5:53:42, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1590, decode.acc_seg: 93.4219, aux.loss_ce: 0.1045, aux.acc_seg: 89.9439, loss: 0.2635 2024-03-05 03:54:24,473 - mmseg - INFO - Iter [126250/160000] lr: 7.264e-06, eta: 5:53:11, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1507, decode.acc_seg: 93.4115, aux.loss_ce: 0.0960, aux.acc_seg: 90.2216, loss: 0.2467 2024-03-05 03:54:55,140 - mmseg - INFO - Iter [126300/160000] lr: 7.254e-06, eta: 5:52:39, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1610, decode.acc_seg: 93.0196, aux.loss_ce: 0.1069, aux.acc_seg: 89.1171, loss: 0.2678 2024-03-05 03:55:28,784 - mmseg - INFO - Iter [126350/160000] lr: 7.243e-06, eta: 5:52:08, time: 0.673, data_time: 0.062, memory: 7582, decode.loss_ce: 0.1529, decode.acc_seg: 93.2300, aux.loss_ce: 0.0970, aux.acc_seg: 90.1599, loss: 0.2499 2024-03-05 03:55:59,419 - mmseg - INFO - Iter [126400/160000] lr: 7.232e-06, eta: 5:51:37, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7962, aux.loss_ce: 0.0885, aux.acc_seg: 90.9459, loss: 0.2308 2024-03-05 03:56:30,280 - mmseg - INFO - Iter [126450/160000] lr: 7.221e-06, eta: 5:51:05, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1622, decode.acc_seg: 93.1488, aux.loss_ce: 0.1049, aux.acc_seg: 89.8404, loss: 0.2672 2024-03-05 03:57:00,940 - mmseg - INFO - Iter [126500/160000] lr: 7.211e-06, eta: 5:50:34, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1414, decode.acc_seg: 93.7803, aux.loss_ce: 0.0917, aux.acc_seg: 90.8110, loss: 0.2330 2024-03-05 03:57:31,636 - mmseg - INFO - Iter [126550/160000] lr: 7.200e-06, eta: 5:50:02, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1467, decode.acc_seg: 93.5520, aux.loss_ce: 0.0921, aux.acc_seg: 90.6395, loss: 0.2388 2024-03-05 03:58:02,158 - mmseg - INFO - Iter [126600/160000] lr: 7.189e-06, eta: 5:49:30, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1540, decode.acc_seg: 93.3812, aux.loss_ce: 0.1000, aux.acc_seg: 90.1201, loss: 0.2539 2024-03-05 03:58:32,685 - mmseg - INFO - Iter [126650/160000] lr: 7.178e-06, eta: 5:48:59, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1601, decode.acc_seg: 93.1679, aux.loss_ce: 0.1043, aux.acc_seg: 89.8954, loss: 0.2643 2024-03-05 03:59:03,461 - mmseg - INFO - Iter [126700/160000] lr: 7.167e-06, eta: 5:48:27, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1473, decode.acc_seg: 93.5031, aux.loss_ce: 0.0959, aux.acc_seg: 90.3670, loss: 0.2432 2024-03-05 03:59:34,177 - mmseg - INFO - Iter [126750/160000] lr: 7.157e-06, eta: 5:47:56, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1610, decode.acc_seg: 93.1837, aux.loss_ce: 0.1021, aux.acc_seg: 89.9248, loss: 0.2631 2024-03-05 04:00:04,689 - mmseg - INFO - Iter [126800/160000] lr: 7.146e-06, eta: 5:47:24, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1530, decode.acc_seg: 93.3198, aux.loss_ce: 0.0992, aux.acc_seg: 89.8948, loss: 0.2522 2024-03-05 04:00:35,391 - mmseg - INFO - Iter [126850/160000] lr: 7.135e-06, eta: 5:46:52, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.5784, aux.loss_ce: 0.0909, aux.acc_seg: 90.6619, loss: 0.2344 2024-03-05 04:01:06,054 - mmseg - INFO - Iter [126900/160000] lr: 7.124e-06, eta: 5:46:21, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1516, decode.acc_seg: 93.2878, aux.loss_ce: 0.0993, aux.acc_seg: 90.0158, loss: 0.2509 2024-03-05 04:01:36,576 - mmseg - INFO - Iter [126950/160000] lr: 7.114e-06, eta: 5:45:49, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1660, decode.acc_seg: 92.8312, aux.loss_ce: 0.1038, aux.acc_seg: 89.5727, loss: 0.2698 2024-03-05 04:02:07,339 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:02:07,339 - mmseg - INFO - Iter [127000/160000] lr: 7.103e-06, eta: 5:45:18, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1593, decode.acc_seg: 92.9616, aux.loss_ce: 0.1032, aux.acc_seg: 89.6417, loss: 0.2624 2024-03-05 04:02:38,075 - mmseg - INFO - Iter [127050/160000] lr: 7.092e-06, eta: 5:44:46, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1554, decode.acc_seg: 93.3460, aux.loss_ce: 0.1026, aux.acc_seg: 90.0603, loss: 0.2580 2024-03-05 04:03:08,682 - mmseg - INFO - Iter [127100/160000] lr: 7.081e-06, eta: 5:44:15, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1472, decode.acc_seg: 93.5964, aux.loss_ce: 0.0958, aux.acc_seg: 90.3834, loss: 0.2431 2024-03-05 04:03:39,461 - mmseg - INFO - Iter [127150/160000] lr: 7.071e-06, eta: 5:43:43, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1527, decode.acc_seg: 93.2275, aux.loss_ce: 0.0996, aux.acc_seg: 89.9580, loss: 0.2523 2024-03-05 04:04:10,140 - mmseg - INFO - Iter [127200/160000] lr: 7.060e-06, eta: 5:43:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1448, decode.acc_seg: 93.6964, aux.loss_ce: 0.0947, aux.acc_seg: 90.4294, loss: 0.2395 2024-03-05 04:04:40,677 - mmseg - INFO - Iter [127250/160000] lr: 7.049e-06, eta: 5:42:40, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1559, decode.acc_seg: 93.2978, aux.loss_ce: 0.0988, aux.acc_seg: 90.1689, loss: 0.2547 2024-03-05 04:05:11,404 - mmseg - INFO - Iter [127300/160000] lr: 7.038e-06, eta: 5:42:08, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1523, decode.acc_seg: 93.3011, aux.loss_ce: 0.1017, aux.acc_seg: 89.7947, loss: 0.2539 2024-03-05 04:05:42,039 - mmseg - INFO - Iter [127350/160000] lr: 7.028e-06, eta: 5:41:37, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1446, decode.acc_seg: 93.7365, aux.loss_ce: 0.0964, aux.acc_seg: 90.3716, loss: 0.2410 2024-03-05 04:06:12,877 - mmseg - INFO - Iter [127400/160000] lr: 7.017e-06, eta: 5:41:05, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1481, decode.acc_seg: 93.4000, aux.loss_ce: 0.0959, aux.acc_seg: 90.2948, loss: 0.2440 2024-03-05 04:06:43,523 - mmseg - INFO - Iter [127450/160000] lr: 7.006e-06, eta: 5:40:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1610, decode.acc_seg: 93.0554, aux.loss_ce: 0.1007, aux.acc_seg: 89.9838, loss: 0.2617 2024-03-05 04:07:14,126 - mmseg - INFO - Iter [127500/160000] lr: 6.995e-06, eta: 5:40:02, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1572, decode.acc_seg: 93.1447, aux.loss_ce: 0.0996, aux.acc_seg: 90.0639, loss: 0.2568 2024-03-05 04:07:44,577 - mmseg - INFO - Iter [127550/160000] lr: 6.985e-06, eta: 5:39:30, time: 0.609, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1476, decode.acc_seg: 93.5890, aux.loss_ce: 0.0969, aux.acc_seg: 90.5307, loss: 0.2446 2024-03-05 04:08:18,268 - mmseg - INFO - Iter [127600/160000] lr: 6.974e-06, eta: 5:39:00, time: 0.674, data_time: 0.059, memory: 7582, decode.loss_ce: 0.1559, decode.acc_seg: 93.2734, aux.loss_ce: 0.1018, aux.acc_seg: 89.8785, loss: 0.2577 2024-03-05 04:08:48,911 - mmseg - INFO - Iter [127650/160000] lr: 6.963e-06, eta: 5:38:28, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1515, decode.acc_seg: 93.4764, aux.loss_ce: 0.0983, aux.acc_seg: 90.2768, loss: 0.2498 2024-03-05 04:09:19,382 - mmseg - INFO - Iter [127700/160000] lr: 6.952e-06, eta: 5:37:56, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1464, decode.acc_seg: 93.6685, aux.loss_ce: 0.0934, aux.acc_seg: 90.5684, loss: 0.2398 2024-03-05 04:09:49,783 - mmseg - INFO - Iter [127750/160000] lr: 6.941e-06, eta: 5:37:25, time: 0.608, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1521, decode.acc_seg: 93.4541, aux.loss_ce: 0.0986, aux.acc_seg: 90.1580, loss: 0.2507 2024-03-05 04:10:20,328 - mmseg - INFO - Iter [127800/160000] lr: 6.931e-06, eta: 5:36:53, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1396, decode.acc_seg: 93.9122, aux.loss_ce: 0.0943, aux.acc_seg: 90.6478, loss: 0.2339 2024-03-05 04:10:51,157 - mmseg - INFO - Iter [127850/160000] lr: 6.920e-06, eta: 5:36:22, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1507, decode.acc_seg: 93.5411, aux.loss_ce: 0.0995, aux.acc_seg: 90.2123, loss: 0.2502 2024-03-05 04:11:21,807 - mmseg - INFO - Iter [127900/160000] lr: 6.909e-06, eta: 5:35:50, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1535, decode.acc_seg: 93.3442, aux.loss_ce: 0.0998, aux.acc_seg: 90.1348, loss: 0.2533 2024-03-05 04:11:52,465 - mmseg - INFO - Iter [127950/160000] lr: 6.898e-06, eta: 5:35:18, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1513, decode.acc_seg: 93.4330, aux.loss_ce: 0.0985, aux.acc_seg: 90.2376, loss: 0.2498 2024-03-05 04:12:23,156 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:12:23,156 - mmseg - INFO - Iter [128000/160000] lr: 6.888e-06, eta: 5:34:47, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1488, decode.acc_seg: 93.5095, aux.loss_ce: 0.0967, aux.acc_seg: 90.3891, loss: 0.2456 2024-03-05 04:14:54,350 - mmseg - INFO - per class results: 2024-03-05 04:14:54,359 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 77.54 | 89.16 | | building | 82.12 | 91.79 | | sky | 94.17 | 97.69 | | floor | 81.18 | 90.76 | | tree | 72.32 | 86.35 | | ceiling | 83.1 | 91.95 | | road | 84.41 | 92.09 | | bed | 88.98 | 96.04 | | windowpane | 62.24 | 79.51 | | grass | 69.82 | 84.73 | | cabinet | 59.13 | 73.01 | | sidewalk | 68.64 | 80.36 | | person | 81.23 | 93.41 | | earth | 35.73 | 49.54 | | door | 49.58 | 64.98 | | table | 62.62 | 77.44 | | mountain | 58.09 | 75.51 | | plant | 51.24 | 60.6 | | curtain | 75.45 | 85.43 | | chair | 58.79 | 70.18 | | car | 84.65 | 92.04 | | water | 44.51 | 58.56 | | painting | 74.56 | 85.38 | | sofa | 68.86 | 80.86 | | shelf | 44.26 | 65.04 | | house | 40.61 | 54.7 | | sea | 47.65 | 77.63 | | mirror | 66.52 | 71.97 | | rug | 56.22 | 66.59 | | field | 30.88 | 47.42 | | armchair | 46.32 | 68.53 | | seat | 62.6 | 83.44 | | fence | 42.14 | 56.32 | | desk | 52.51 | 74.95 | | rock | 38.58 | 54.82 | | wardrobe | 47.97 | 65.17 | | lamp | 64.51 | 75.28 | | bathtub | 78.96 | 83.94 | | railing | 36.96 | 48.22 | | cushion | 58.75 | 71.64 | | base | 30.97 | 39.81 | | box | 25.85 | 34.41 | | column | 43.75 | 54.61 | | signboard | 38.22 | 52.03 | | chest of drawers | 41.34 | 56.7 | | counter | 23.64 | 32.73 | | sand | 39.02 | 55.21 | | sink | 70.65 | 80.74 | | skyscraper | 53.88 | 68.11 | | fireplace | 72.39 | 87.31 | | refrigerator | 76.14 | 82.8 | | grandstand | 36.94 | 66.58 | | path | 19.78 | 27.74 | | stairs | 32.06 | 40.03 | | runway | 72.41 | 95.72 | | case | 50.39 | 60.47 | | pool table | 92.71 | 95.77 | | pillow | 60.13 | 70.07 | | screen door | 66.31 | 76.99 | | stairway | 34.3 | 42.03 | | river | 13.07 | 21.27 | | bridge | 65.06 | 75.06 | | bookcase | 42.33 | 57.14 | | blind | 44.4 | 47.12 | | coffee table | 58.09 | 86.63 | | toilet | 87.16 | 91.7 | | flower | 41.03 | 56.74 | | book | 51.15 | 71.61 | | hill | 6.03 | 8.32 | | bench | 45.71 | 54.75 | | countertop | 53.27 | 68.81 | | stove | 77.15 | 82.24 | | palm | 51.47 | 74.23 | | kitchen island | 35.4 | 56.14 | | computer | 63.68 | 73.26 | | swivel chair | 51.79 | 71.08 | | boat | 41.94 | 54.32 | | bar | 33.38 | 43.48 | | arcade machine | 53.73 | 59.67 | | hovel | 31.05 | 41.02 | | bus | 83.76 | 97.03 | | towel | 61.94 | 73.89 | | light | 54.22 | 61.59 | | truck | 17.94 | 24.31 | | tower | 20.37 | 26.26 | | chandelier | 68.84 | 84.58 | | awning | 23.98 | 27.59 | | streetlight | 27.46 | 35.14 | | booth | 50.33 | 58.63 | | television receiver | 70.02 | 83.47 | | airplane | 53.46 | 66.28 | | dirt track | 6.26 | 12.19 | | apparel | 38.15 | 48.33 | | pole | 21.05 | 30.87 | | land | 3.2 | 4.6 | | bannister | 13.01 | 16.86 | | escalator | 23.68 | 25.6 | | ottoman | 46.17 | 65.06 | | bottle | 34.51 | 58.79 | | buffet | 40.49 | 53.13 | | poster | 41.46 | 53.97 | | stage | 21.97 | 28.73 | | van | 45.34 | 59.26 | | ship | 58.37 | 79.89 | | fountain | 20.6 | 20.86 | | conveyer belt | 57.74 | 91.72 | | canopy | 27.29 | 30.78 | | washer | 67.97 | 69.18 | | plaything | 26.43 | 38.74 | | swimming pool | 44.93 | 62.29 | | stool | 44.48 | 63.74 | | barrel | 44.31 | 94.05 | | basket | 35.21 | 45.79 | | waterfall | 46.24 | 50.46 | | tent | 94.14 | 98.47 | | bag | 9.32 | 11.82 | | minibike | 72.58 | 86.37 | | cradle | 81.15 | 97.94 | | oven | 43.32 | 76.2 | | ball | 47.68 | 56.64 | | food | 54.96 | 63.95 | | step | 9.51 | 10.88 | | tank | 39.37 | 41.61 | | trade name | 26.15 | 29.23 | | microwave | 39.23 | 41.47 | | pot | 45.75 | 54.55 | | animal | 63.46 | 67.9 | | bicycle | 52.33 | 68.35 | | lake | 43.74 | 55.74 | | dishwasher | 68.25 | 77.23 | | screen | 63.3 | 82.82 | | blanket | 15.02 | 17.43 | | sculpture | 52.96 | 68.96 | | hood | 61.64 | 71.76 | | sconce | 46.72 | 57.53 | | vase | 42.8 | 58.05 | | traffic light | 27.93 | 52.02 | | tray | 8.22 | 12.73 | | ashcan | 38.88 | 57.4 | | fan | 59.95 | 77.05 | | pier | 46.74 | 77.97 | | crt screen | 0.79 | 1.46 | | plate | 46.89 | 61.53 | | monitor | 40.52 | 53.73 | | bulletin board | 42.68 | 54.47 | | shower | 0.42 | 0.42 | | radiator | 59.0 | 67.57 | | glass | 15.55 | 17.23 | | clock | 40.07 | 47.81 | | flag | 29.09 | 33.37 | +---------------------+-------+-------+ 2024-03-05 04:14:54,359 - mmseg - INFO - Summary: 2024-03-05 04:14:54,359 - mmseg - INFO - +-------+-------+-------+ | aAcc | mIoU | mAcc | +-------+-------+-------+ | 82.96 | 48.56 | 60.54 | +-------+-------+-------+ 2024-03-05 04:14:54,370 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:14:54,370 - mmseg - INFO - Iter(val) [500] aAcc: 0.8296, mIoU: 0.4856, mAcc: 0.6054, IoU.wall: 0.7754, IoU.building: 0.8212, IoU.sky: 0.9417, IoU.floor: 0.8118, IoU.tree: 0.7232, IoU.ceiling: 0.8310, IoU.road: 0.8441, IoU.bed : 0.8898, IoU.windowpane: 0.6224, IoU.grass: 0.6982, IoU.cabinet: 0.5913, IoU.sidewalk: 0.6864, IoU.person: 0.8123, IoU.earth: 0.3573, IoU.door: 0.4958, IoU.table: 0.6262, IoU.mountain: 0.5809, IoU.plant: 0.5124, IoU.curtain: 0.7545, IoU.chair: 0.5879, IoU.car: 0.8465, IoU.water: 0.4451, IoU.painting: 0.7456, IoU.sofa: 0.6886, IoU.shelf: 0.4426, IoU.house: 0.4061, IoU.sea: 0.4765, IoU.mirror: 0.6652, IoU.rug: 0.5622, IoU.field: 0.3088, IoU.armchair: 0.4632, IoU.seat: 0.6260, IoU.fence: 0.4214, IoU.desk: 0.5251, IoU.rock: 0.3858, IoU.wardrobe: 0.4797, IoU.lamp: 0.6451, IoU.bathtub: 0.7896, IoU.railing: 0.3696, IoU.cushion: 0.5875, IoU.base: 0.3097, IoU.box: 0.2585, IoU.column: 0.4375, IoU.signboard: 0.3822, IoU.chest of drawers: 0.4134, IoU.counter: 0.2364, IoU.sand: 0.3902, IoU.sink: 0.7065, IoU.skyscraper: 0.5388, IoU.fireplace: 0.7239, IoU.refrigerator: 0.7614, IoU.grandstand: 0.3694, IoU.path: 0.1978, IoU.stairs: 0.3206, IoU.runway: 0.7241, IoU.case: 0.5039, IoU.pool table: 0.9271, IoU.pillow: 0.6013, IoU.screen door: 0.6631, IoU.stairway: 0.3430, IoU.river: 0.1307, IoU.bridge: 0.6506, IoU.bookcase: 0.4233, IoU.blind: 0.4440, IoU.coffee table: 0.5809, IoU.toilet: 0.8716, IoU.flower: 0.4103, IoU.book: 0.5115, IoU.hill: 0.0603, IoU.bench: 0.4571, IoU.countertop: 0.5327, IoU.stove: 0.7715, IoU.palm: 0.5147, IoU.kitchen island: 0.3540, IoU.computer: 0.6368, IoU.swivel chair: 0.5179, IoU.boat: 0.4194, IoU.bar: 0.3338, IoU.arcade machine: 0.5373, IoU.hovel: 0.3105, IoU.bus: 0.8376, IoU.towel: 0.6194, IoU.light: 0.5422, IoU.truck: 0.1794, IoU.tower: 0.2037, IoU.chandelier: 0.6884, IoU.awning: 0.2398, IoU.streetlight: 0.2746, IoU.booth: 0.5033, IoU.television receiver: 0.7002, IoU.airplane: 0.5346, IoU.dirt track: 0.0626, IoU.apparel: 0.3815, IoU.pole: 0.2105, IoU.land: 0.0320, IoU.bannister: 0.1301, IoU.escalator: 0.2368, IoU.ottoman: 0.4617, IoU.bottle: 0.3451, IoU.buffet: 0.4049, IoU.poster: 0.4146, IoU.stage: 0.2197, IoU.van: 0.4534, IoU.ship: 0.5837, IoU.fountain: 0.2060, IoU.conveyer belt: 0.5774, IoU.canopy: 0.2729, IoU.washer: 0.6797, IoU.plaything: 0.2643, IoU.swimming pool: 0.4493, IoU.stool: 0.4448, IoU.barrel: 0.4431, IoU.basket: 0.3521, IoU.waterfall: 0.4624, IoU.tent: 0.9414, IoU.bag: 0.0932, IoU.minibike: 0.7258, IoU.cradle: 0.8115, IoU.oven: 0.4332, IoU.ball: 0.4768, IoU.food: 0.5496, IoU.step: 0.0951, IoU.tank: 0.3937, IoU.trade name: 0.2615, IoU.microwave: 0.3923, IoU.pot: 0.4575, IoU.animal: 0.6346, IoU.bicycle: 0.5233, IoU.lake: 0.4374, IoU.dishwasher: 0.6825, IoU.screen: 0.6330, IoU.blanket: 0.1502, IoU.sculpture: 0.5296, IoU.hood: 0.6164, IoU.sconce: 0.4672, IoU.vase: 0.4280, IoU.traffic light: 0.2793, IoU.tray: 0.0822, IoU.ashcan: 0.3888, IoU.fan: 0.5995, IoU.pier: 0.4674, IoU.crt screen: 0.0079, IoU.plate: 0.4689, IoU.monitor: 0.4052, IoU.bulletin board: 0.4268, IoU.shower: 0.0042, IoU.radiator: 0.5900, IoU.glass: 0.1555, IoU.clock: 0.4007, IoU.flag: 0.2909, Acc.wall: 0.8916, Acc.building: 0.9179, Acc.sky: 0.9769, Acc.floor: 0.9076, Acc.tree: 0.8635, Acc.ceiling: 0.9195, Acc.road: 0.9209, Acc.bed : 0.9604, Acc.windowpane: 0.7951, Acc.grass: 0.8473, Acc.cabinet: 0.7301, Acc.sidewalk: 0.8036, Acc.person: 0.9341, Acc.earth: 0.4954, Acc.door: 0.6498, Acc.table: 0.7744, Acc.mountain: 0.7551, Acc.plant: 0.6060, Acc.curtain: 0.8543, Acc.chair: 0.7018, Acc.car: 0.9204, Acc.water: 0.5856, Acc.painting: 0.8538, Acc.sofa: 0.8086, Acc.shelf: 0.6504, Acc.house: 0.5470, Acc.sea: 0.7763, Acc.mirror: 0.7197, Acc.rug: 0.6659, Acc.field: 0.4742, Acc.armchair: 0.6853, Acc.seat: 0.8344, Acc.fence: 0.5632, Acc.desk: 0.7495, Acc.rock: 0.5482, Acc.wardrobe: 0.6517, Acc.lamp: 0.7528, Acc.bathtub: 0.8394, Acc.railing: 0.4822, Acc.cushion: 0.7164, Acc.base: 0.3981, Acc.box: 0.3441, Acc.column: 0.5461, Acc.signboard: 0.5203, Acc.chest of drawers: 0.5670, Acc.counter: 0.3273, Acc.sand: 0.5521, Acc.sink: 0.8074, Acc.skyscraper: 0.6811, Acc.fireplace: 0.8731, Acc.refrigerator: 0.8280, Acc.grandstand: 0.6658, Acc.path: 0.2774, Acc.stairs: 0.4003, Acc.runway: 0.9572, Acc.case: 0.6047, Acc.pool table: 0.9577, Acc.pillow: 0.7007, Acc.screen door: 0.7699, Acc.stairway: 0.4203, Acc.river: 0.2127, Acc.bridge: 0.7506, Acc.bookcase: 0.5714, Acc.blind: 0.4712, Acc.coffee table: 0.8663, Acc.toilet: 0.9170, Acc.flower: 0.5674, Acc.book: 0.7161, Acc.hill: 0.0832, Acc.bench: 0.5475, Acc.countertop: 0.6881, Acc.stove: 0.8224, Acc.palm: 0.7423, Acc.kitchen island: 0.5614, Acc.computer: 0.7326, Acc.swivel chair: 0.7108, Acc.boat: 0.5432, Acc.bar: 0.4348, Acc.arcade machine: 0.5967, Acc.hovel: 0.4102, Acc.bus: 0.9703, Acc.towel: 0.7389, Acc.light: 0.6159, Acc.truck: 0.2431, Acc.tower: 0.2626, Acc.chandelier: 0.8458, Acc.awning: 0.2759, Acc.streetlight: 0.3514, Acc.booth: 0.5863, Acc.television receiver: 0.8347, Acc.airplane: 0.6628, Acc.dirt track: 0.1219, Acc.apparel: 0.4833, Acc.pole: 0.3087, Acc.land: 0.0460, Acc.bannister: 0.1686, Acc.escalator: 0.2560, Acc.ottoman: 0.6506, Acc.bottle: 0.5879, Acc.buffet: 0.5313, Acc.poster: 0.5397, Acc.stage: 0.2873, Acc.van: 0.5926, Acc.ship: 0.7989, Acc.fountain: 0.2086, Acc.conveyer belt: 0.9172, Acc.canopy: 0.3078, Acc.washer: 0.6918, Acc.plaything: 0.3874, Acc.swimming pool: 0.6229, Acc.stool: 0.6374, Acc.barrel: 0.9405, Acc.basket: 0.4579, Acc.waterfall: 0.5046, Acc.tent: 0.9847, Acc.bag: 0.1182, Acc.minibike: 0.8637, Acc.cradle: 0.9794, Acc.oven: 0.7620, Acc.ball: 0.5664, Acc.food: 0.6395, Acc.step: 0.1088, Acc.tank: 0.4161, Acc.trade name: 0.2923, Acc.microwave: 0.4147, Acc.pot: 0.5455, Acc.animal: 0.6790, Acc.bicycle: 0.6835, Acc.lake: 0.5574, Acc.dishwasher: 0.7723, Acc.screen: 0.8282, Acc.blanket: 0.1743, Acc.sculpture: 0.6896, Acc.hood: 0.7176, Acc.sconce: 0.5753, Acc.vase: 0.5805, Acc.traffic light: 0.5202, Acc.tray: 0.1273, Acc.ashcan: 0.5740, Acc.fan: 0.7705, Acc.pier: 0.7797, Acc.crt screen: 0.0146, Acc.plate: 0.6153, Acc.monitor: 0.5373, Acc.bulletin board: 0.5447, Acc.shower: 0.0042, Acc.radiator: 0.6757, Acc.glass: 0.1723, Acc.clock: 0.4781, Acc.flag: 0.3337 2024-03-05 04:15:25,016 - mmseg - INFO - Iter [128050/160000] lr: 6.877e-06, eta: 5:34:53, time: 3.637, data_time: 3.032, memory: 7582, decode.loss_ce: 0.1497, decode.acc_seg: 93.4708, aux.loss_ce: 0.0977, aux.acc_seg: 90.2761, loss: 0.2474 2024-03-05 04:15:55,508 - mmseg - INFO - Iter [128100/160000] lr: 6.866e-06, eta: 5:34:21, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 94.0116, aux.loss_ce: 0.0906, aux.acc_seg: 90.7759, loss: 0.2279 2024-03-05 04:16:26,140 - mmseg - INFO - Iter [128150/160000] lr: 6.855e-06, eta: 5:33:50, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1556, decode.acc_seg: 93.3733, aux.loss_ce: 0.0980, aux.acc_seg: 90.3629, loss: 0.2536 2024-03-05 04:16:56,912 - mmseg - INFO - Iter [128200/160000] lr: 6.845e-06, eta: 5:33:18, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1508, decode.acc_seg: 93.3167, aux.loss_ce: 0.0974, aux.acc_seg: 90.1475, loss: 0.2482 2024-03-05 04:17:27,627 - mmseg - INFO - Iter [128250/160000] lr: 6.834e-06, eta: 5:32:46, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1493, decode.acc_seg: 93.4812, aux.loss_ce: 0.0956, aux.acc_seg: 90.2758, loss: 0.2449 2024-03-05 04:17:58,390 - mmseg - INFO - Iter [128300/160000] lr: 6.823e-06, eta: 5:32:15, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1446, decode.acc_seg: 93.5792, aux.loss_ce: 0.0919, aux.acc_seg: 90.7292, loss: 0.2365 2024-03-05 04:18:29,236 - mmseg - INFO - Iter [128350/160000] lr: 6.812e-06, eta: 5:31:43, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1500, decode.acc_seg: 93.5730, aux.loss_ce: 0.0975, aux.acc_seg: 90.3693, loss: 0.2475 2024-03-05 04:19:00,054 - mmseg - INFO - Iter [128400/160000] lr: 6.802e-06, eta: 5:31:12, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1496, decode.acc_seg: 93.4812, aux.loss_ce: 0.0959, aux.acc_seg: 90.3775, loss: 0.2455 2024-03-05 04:19:30,937 - mmseg - INFO - Iter [128450/160000] lr: 6.791e-06, eta: 5:30:40, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1521, decode.acc_seg: 93.1785, aux.loss_ce: 0.0978, aux.acc_seg: 90.1456, loss: 0.2499 2024-03-05 04:20:01,825 - mmseg - INFO - Iter [128500/160000] lr: 6.780e-06, eta: 5:30:08, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1515, decode.acc_seg: 93.5107, aux.loss_ce: 0.1025, aux.acc_seg: 89.9611, loss: 0.2540 2024-03-05 04:20:32,606 - mmseg - INFO - Iter [128550/160000] lr: 6.769e-06, eta: 5:29:37, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1484, decode.acc_seg: 93.4606, aux.loss_ce: 0.0952, aux.acc_seg: 90.4962, loss: 0.2436 2024-03-05 04:21:03,336 - mmseg - INFO - Iter [128600/160000] lr: 6.759e-06, eta: 5:29:05, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1552, decode.acc_seg: 93.2123, aux.loss_ce: 0.1015, aux.acc_seg: 89.8747, loss: 0.2567 2024-03-05 04:21:34,143 - mmseg - INFO - Iter [128650/160000] lr: 6.748e-06, eta: 5:28:34, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1504, decode.acc_seg: 93.3670, aux.loss_ce: 0.0974, aux.acc_seg: 90.1551, loss: 0.2478 2024-03-05 04:22:04,949 - mmseg - INFO - Iter [128700/160000] lr: 6.737e-06, eta: 5:28:02, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1503, decode.acc_seg: 93.4269, aux.loss_ce: 0.0951, aux.acc_seg: 90.3751, loss: 0.2454 2024-03-05 04:22:35,898 - mmseg - INFO - Iter [128750/160000] lr: 6.726e-06, eta: 5:27:31, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.5160, aux.loss_ce: 0.0951, aux.acc_seg: 90.4516, loss: 0.2442 2024-03-05 04:23:06,768 - mmseg - INFO - Iter [128800/160000] lr: 6.716e-06, eta: 5:26:59, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1530, decode.acc_seg: 93.3293, aux.loss_ce: 0.0974, aux.acc_seg: 90.2024, loss: 0.2504 2024-03-05 04:23:40,796 - mmseg - INFO - Iter [128850/160000] lr: 6.705e-06, eta: 5:26:28, time: 0.681, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1534, decode.acc_seg: 93.4025, aux.loss_ce: 0.0977, aux.acc_seg: 90.2061, loss: 0.2511 2024-03-05 04:24:11,404 - mmseg - INFO - Iter [128900/160000] lr: 6.694e-06, eta: 5:25:56, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1539, decode.acc_seg: 93.2751, aux.loss_ce: 0.0996, aux.acc_seg: 90.0927, loss: 0.2535 2024-03-05 04:24:42,226 - mmseg - INFO - Iter [128950/160000] lr: 6.683e-06, eta: 5:25:25, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1470, decode.acc_seg: 93.7024, aux.loss_ce: 0.0934, aux.acc_seg: 90.7133, loss: 0.2405 2024-03-05 04:25:12,845 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:25:12,846 - mmseg - INFO - Iter [129000/160000] lr: 6.672e-06, eta: 5:24:53, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1520, decode.acc_seg: 93.4505, aux.loss_ce: 0.1010, aux.acc_seg: 90.0611, loss: 0.2529 2024-03-05 04:25:43,625 - mmseg - INFO - Iter [129050/160000] lr: 6.662e-06, eta: 5:24:22, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1445, decode.acc_seg: 93.7950, aux.loss_ce: 0.0959, aux.acc_seg: 90.6467, loss: 0.2404 2024-03-05 04:26:14,353 - mmseg - INFO - Iter [129100/160000] lr: 6.651e-06, eta: 5:23:50, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1476, decode.acc_seg: 93.6441, aux.loss_ce: 0.0938, aux.acc_seg: 90.6997, loss: 0.2414 2024-03-05 04:26:45,116 - mmseg - INFO - Iter [129150/160000] lr: 6.640e-06, eta: 5:23:18, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1430, decode.acc_seg: 93.8106, aux.loss_ce: 0.0915, aux.acc_seg: 90.7894, loss: 0.2345 2024-03-05 04:27:15,704 - mmseg - INFO - Iter [129200/160000] lr: 6.629e-06, eta: 5:22:47, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1511, decode.acc_seg: 93.4823, aux.loss_ce: 0.0958, aux.acc_seg: 90.4073, loss: 0.2468 2024-03-05 04:27:46,219 - mmseg - INFO - Iter [129250/160000] lr: 6.619e-06, eta: 5:22:15, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1576, decode.acc_seg: 93.2030, aux.loss_ce: 0.1063, aux.acc_seg: 89.5770, loss: 0.2640 2024-03-05 04:28:16,964 - mmseg - INFO - Iter [129300/160000] lr: 6.608e-06, eta: 5:21:44, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1481, decode.acc_seg: 93.5159, aux.loss_ce: 0.0949, aux.acc_seg: 90.3939, loss: 0.2430 2024-03-05 04:28:47,565 - mmseg - INFO - Iter [129350/160000] lr: 6.597e-06, eta: 5:21:12, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1563, decode.acc_seg: 93.1516, aux.loss_ce: 0.1019, aux.acc_seg: 89.8803, loss: 0.2582 2024-03-05 04:29:18,515 - mmseg - INFO - Iter [129400/160000] lr: 6.586e-06, eta: 5:20:40, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1482, decode.acc_seg: 93.5947, aux.loss_ce: 0.0928, aux.acc_seg: 90.8216, loss: 0.2410 2024-03-05 04:29:49,213 - mmseg - INFO - Iter [129450/160000] lr: 6.576e-06, eta: 5:20:09, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1500, decode.acc_seg: 93.4428, aux.loss_ce: 0.0985, aux.acc_seg: 90.2164, loss: 0.2486 2024-03-05 04:30:20,038 - mmseg - INFO - Iter [129500/160000] lr: 6.565e-06, eta: 5:19:37, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.6722, aux.loss_ce: 0.0915, aux.acc_seg: 90.6882, loss: 0.2350 2024-03-05 04:30:51,173 - mmseg - INFO - Iter [129550/160000] lr: 6.554e-06, eta: 5:19:06, time: 0.623, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1501, decode.acc_seg: 93.4103, aux.loss_ce: 0.0962, aux.acc_seg: 90.2831, loss: 0.2463 2024-03-05 04:31:21,859 - mmseg - INFO - Iter [129600/160000] lr: 6.543e-06, eta: 5:18:34, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1531, decode.acc_seg: 93.4676, aux.loss_ce: 0.0981, aux.acc_seg: 90.3818, loss: 0.2512 2024-03-05 04:31:52,383 - mmseg - INFO - Iter [129650/160000] lr: 6.533e-06, eta: 5:18:02, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.4431, aux.loss_ce: 0.0966, aux.acc_seg: 90.2282, loss: 0.2457 2024-03-05 04:32:23,122 - mmseg - INFO - Iter [129700/160000] lr: 6.522e-06, eta: 5:17:31, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1581, decode.acc_seg: 93.1277, aux.loss_ce: 0.1014, aux.acc_seg: 89.9319, loss: 0.2594 2024-03-05 04:32:53,713 - mmseg - INFO - Iter [129750/160000] lr: 6.511e-06, eta: 5:16:59, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1477, decode.acc_seg: 93.6773, aux.loss_ce: 0.0971, aux.acc_seg: 90.4898, loss: 0.2448 2024-03-05 04:33:24,340 - mmseg - INFO - Iter [129800/160000] lr: 6.500e-06, eta: 5:16:27, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1563, decode.acc_seg: 93.2728, aux.loss_ce: 0.0999, aux.acc_seg: 90.0784, loss: 0.2562 2024-03-05 04:33:54,961 - mmseg - INFO - Iter [129850/160000] lr: 6.490e-06, eta: 5:15:56, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1523, decode.acc_seg: 93.2363, aux.loss_ce: 0.0991, aux.acc_seg: 90.0482, loss: 0.2515 2024-03-05 04:34:25,735 - mmseg - INFO - Iter [129900/160000] lr: 6.479e-06, eta: 5:15:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1431, decode.acc_seg: 93.6710, aux.loss_ce: 0.0923, aux.acc_seg: 90.6119, loss: 0.2355 2024-03-05 04:34:56,454 - mmseg - INFO - Iter [129950/160000] lr: 6.468e-06, eta: 5:14:53, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1535, decode.acc_seg: 93.4513, aux.loss_ce: 0.0973, aux.acc_seg: 90.3930, loss: 0.2508 2024-03-05 04:35:27,246 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:35:27,246 - mmseg - INFO - Iter [130000/160000] lr: 6.457e-06, eta: 5:14:21, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1480, decode.acc_seg: 93.6325, aux.loss_ce: 0.0930, aux.acc_seg: 90.7536, loss: 0.2410 2024-03-05 04:35:57,826 - mmseg - INFO - Iter [130050/160000] lr: 6.446e-06, eta: 5:13:49, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.5299, aux.loss_ce: 0.0943, aux.acc_seg: 90.4224, loss: 0.2434 2024-03-05 04:36:31,535 - mmseg - INFO - Iter [130100/160000] lr: 6.436e-06, eta: 5:13:19, time: 0.674, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1552, decode.acc_seg: 93.3575, aux.loss_ce: 0.0992, aux.acc_seg: 90.1240, loss: 0.2544 2024-03-05 04:37:02,351 - mmseg - INFO - Iter [130150/160000] lr: 6.425e-06, eta: 5:12:47, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.3011, aux.loss_ce: 0.0990, aux.acc_seg: 90.3401, loss: 0.2543 2024-03-05 04:37:32,748 - mmseg - INFO - Iter [130200/160000] lr: 6.414e-06, eta: 5:12:15, time: 0.608, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1591, decode.acc_seg: 93.2173, aux.loss_ce: 0.0994, aux.acc_seg: 90.2199, loss: 0.2585 2024-03-05 04:38:03,424 - mmseg - INFO - Iter [130250/160000] lr: 6.403e-06, eta: 5:11:44, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1526, decode.acc_seg: 93.2754, aux.loss_ce: 0.0976, aux.acc_seg: 90.1837, loss: 0.2502 2024-03-05 04:38:33,992 - mmseg - INFO - Iter [130300/160000] lr: 6.393e-06, eta: 5:11:12, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1400, decode.acc_seg: 93.9659, aux.loss_ce: 0.0917, aux.acc_seg: 90.9009, loss: 0.2317 2024-03-05 04:39:04,721 - mmseg - INFO - Iter [130350/160000] lr: 6.382e-06, eta: 5:10:40, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1496, decode.acc_seg: 93.3733, aux.loss_ce: 0.0947, aux.acc_seg: 90.2211, loss: 0.2443 2024-03-05 04:39:35,355 - mmseg - INFO - Iter [130400/160000] lr: 6.371e-06, eta: 5:10:09, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1454, decode.acc_seg: 93.7003, aux.loss_ce: 0.0931, aux.acc_seg: 90.7400, loss: 0.2384 2024-03-05 04:40:05,782 - mmseg - INFO - Iter [130450/160000] lr: 6.360e-06, eta: 5:09:37, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1432, decode.acc_seg: 93.7667, aux.loss_ce: 0.0930, aux.acc_seg: 90.8306, loss: 0.2362 2024-03-05 04:40:36,380 - mmseg - INFO - Iter [130500/160000] lr: 6.350e-06, eta: 5:09:06, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1427, decode.acc_seg: 93.9008, aux.loss_ce: 0.0939, aux.acc_seg: 90.6349, loss: 0.2366 2024-03-05 04:41:07,006 - mmseg - INFO - Iter [130550/160000] lr: 6.339e-06, eta: 5:08:34, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1442, decode.acc_seg: 93.5919, aux.loss_ce: 0.0905, aux.acc_seg: 90.7047, loss: 0.2346 2024-03-05 04:41:37,669 - mmseg - INFO - Iter [130600/160000] lr: 6.328e-06, eta: 5:08:02, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1487, decode.acc_seg: 93.5158, aux.loss_ce: 0.0956, aux.acc_seg: 90.3358, loss: 0.2443 2024-03-05 04:42:08,410 - mmseg - INFO - Iter [130650/160000] lr: 6.317e-06, eta: 5:07:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1448, decode.acc_seg: 93.6269, aux.loss_ce: 0.0948, aux.acc_seg: 90.3316, loss: 0.2396 2024-03-05 04:42:39,257 - mmseg - INFO - Iter [130700/160000] lr: 6.307e-06, eta: 5:06:59, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1468, decode.acc_seg: 93.4222, aux.loss_ce: 0.0933, aux.acc_seg: 90.3697, loss: 0.2402 2024-03-05 04:43:10,111 - mmseg - INFO - Iter [130750/160000] lr: 6.296e-06, eta: 5:06:28, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1479, decode.acc_seg: 93.5880, aux.loss_ce: 0.0984, aux.acc_seg: 90.2475, loss: 0.2462 2024-03-05 04:43:41,124 - mmseg - INFO - Iter [130800/160000] lr: 6.285e-06, eta: 5:05:56, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1428, decode.acc_seg: 93.7558, aux.loss_ce: 0.0942, aux.acc_seg: 90.2984, loss: 0.2370 2024-03-05 04:44:11,856 - mmseg - INFO - Iter [130850/160000] lr: 6.274e-06, eta: 5:05:24, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1486, decode.acc_seg: 93.4788, aux.loss_ce: 0.0972, aux.acc_seg: 90.2931, loss: 0.2458 2024-03-05 04:44:42,468 - mmseg - INFO - Iter [130900/160000] lr: 6.264e-06, eta: 5:04:53, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7654, aux.loss_ce: 0.0909, aux.acc_seg: 90.7960, loss: 0.2331 2024-03-05 04:45:13,212 - mmseg - INFO - Iter [130950/160000] lr: 6.253e-06, eta: 5:04:21, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1419, decode.acc_seg: 93.6432, aux.loss_ce: 0.0916, aux.acc_seg: 90.7199, loss: 0.2335 2024-03-05 04:45:43,961 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:45:43,961 - mmseg - INFO - Iter [131000/160000] lr: 6.242e-06, eta: 5:03:50, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1556, decode.acc_seg: 93.2059, aux.loss_ce: 0.1014, aux.acc_seg: 89.7227, loss: 0.2570 2024-03-05 04:46:14,782 - mmseg - INFO - Iter [131050/160000] lr: 6.231e-06, eta: 5:03:18, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1445, decode.acc_seg: 93.6874, aux.loss_ce: 0.0903, aux.acc_seg: 91.0024, loss: 0.2348 2024-03-05 04:46:45,513 - mmseg - INFO - Iter [131100/160000] lr: 6.220e-06, eta: 5:02:47, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1453, decode.acc_seg: 93.6562, aux.loss_ce: 0.0929, aux.acc_seg: 90.8079, loss: 0.2382 2024-03-05 04:47:16,324 - mmseg - INFO - Iter [131150/160000] lr: 6.210e-06, eta: 5:02:15, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1477, decode.acc_seg: 93.7609, aux.loss_ce: 0.0947, aux.acc_seg: 90.7094, loss: 0.2423 2024-03-05 04:47:47,202 - mmseg - INFO - Iter [131200/160000] lr: 6.199e-06, eta: 5:01:43, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1463, decode.acc_seg: 93.7728, aux.loss_ce: 0.0953, aux.acc_seg: 90.5657, loss: 0.2416 2024-03-05 04:48:18,165 - mmseg - INFO - Iter [131250/160000] lr: 6.188e-06, eta: 5:01:12, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1507, decode.acc_seg: 93.4247, aux.loss_ce: 0.0976, aux.acc_seg: 90.1783, loss: 0.2483 2024-03-05 04:48:49,038 - mmseg - INFO - Iter [131300/160000] lr: 6.177e-06, eta: 5:00:40, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1513, decode.acc_seg: 93.4195, aux.loss_ce: 0.0994, aux.acc_seg: 89.8427, loss: 0.2508 2024-03-05 04:49:19,956 - mmseg - INFO - Iter [131350/160000] lr: 6.167e-06, eta: 5:00:09, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1443, decode.acc_seg: 93.7459, aux.loss_ce: 0.0932, aux.acc_seg: 90.8339, loss: 0.2375 2024-03-05 04:49:53,605 - mmseg - INFO - Iter [131400/160000] lr: 6.156e-06, eta: 4:59:38, time: 0.673, data_time: 0.060, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.6254, aux.loss_ce: 0.0922, aux.acc_seg: 90.5919, loss: 0.2358 2024-03-05 04:50:24,172 - mmseg - INFO - Iter [131450/160000] lr: 6.145e-06, eta: 4:59:06, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1451, decode.acc_seg: 93.7034, aux.loss_ce: 0.0920, aux.acc_seg: 90.7204, loss: 0.2371 2024-03-05 04:50:54,850 - mmseg - INFO - Iter [131500/160000] lr: 6.134e-06, eta: 4:58:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1534, decode.acc_seg: 93.4968, aux.loss_ce: 0.0994, aux.acc_seg: 90.1381, loss: 0.2528 2024-03-05 04:51:25,545 - mmseg - INFO - Iter [131550/160000] lr: 6.124e-06, eta: 4:58:03, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1436, decode.acc_seg: 93.6578, aux.loss_ce: 0.0905, aux.acc_seg: 90.8202, loss: 0.2341 2024-03-05 04:51:56,196 - mmseg - INFO - Iter [131600/160000] lr: 6.113e-06, eta: 4:57:31, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1462, decode.acc_seg: 93.5335, aux.loss_ce: 0.0959, aux.acc_seg: 90.1928, loss: 0.2422 2024-03-05 04:52:26,836 - mmseg - INFO - Iter [131650/160000] lr: 6.102e-06, eta: 4:57:00, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1430, decode.acc_seg: 93.7479, aux.loss_ce: 0.0950, aux.acc_seg: 90.4246, loss: 0.2380 2024-03-05 04:52:57,552 - mmseg - INFO - Iter [131700/160000] lr: 6.091e-06, eta: 4:56:28, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1493, decode.acc_seg: 93.4389, aux.loss_ce: 0.0968, aux.acc_seg: 90.2076, loss: 0.2461 2024-03-05 04:53:28,166 - mmseg - INFO - Iter [131750/160000] lr: 6.081e-06, eta: 4:55:57, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1506, decode.acc_seg: 93.5773, aux.loss_ce: 0.0975, aux.acc_seg: 90.2020, loss: 0.2481 2024-03-05 04:53:59,054 - mmseg - INFO - Iter [131800/160000] lr: 6.070e-06, eta: 4:55:25, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1432, decode.acc_seg: 93.6244, aux.loss_ce: 0.0985, aux.acc_seg: 89.9145, loss: 0.2416 2024-03-05 04:54:29,804 - mmseg - INFO - Iter [131850/160000] lr: 6.059e-06, eta: 4:54:54, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1444, decode.acc_seg: 93.6320, aux.loss_ce: 0.0965, aux.acc_seg: 90.3154, loss: 0.2409 2024-03-05 04:55:00,450 - mmseg - INFO - Iter [131900/160000] lr: 6.048e-06, eta: 4:54:22, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1401, decode.acc_seg: 93.8014, aux.loss_ce: 0.0922, aux.acc_seg: 90.7989, loss: 0.2323 2024-03-05 04:55:31,074 - mmseg - INFO - Iter [131950/160000] lr: 6.038e-06, eta: 4:53:50, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1424, decode.acc_seg: 93.7557, aux.loss_ce: 0.0929, aux.acc_seg: 90.6585, loss: 0.2353 2024-03-05 04:56:01,790 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 04:56:01,790 - mmseg - INFO - Iter [132000/160000] lr: 6.027e-06, eta: 4:53:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1426, decode.acc_seg: 93.6801, aux.loss_ce: 0.0928, aux.acc_seg: 90.6213, loss: 0.2354 2024-03-05 04:56:32,654 - mmseg - INFO - Iter [132050/160000] lr: 6.016e-06, eta: 4:52:47, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1440, decode.acc_seg: 93.7236, aux.loss_ce: 0.0921, aux.acc_seg: 90.6612, loss: 0.2360 2024-03-05 04:57:03,479 - mmseg - INFO - Iter [132100/160000] lr: 6.005e-06, eta: 4:52:16, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1490, decode.acc_seg: 93.4357, aux.loss_ce: 0.0981, aux.acc_seg: 90.1234, loss: 0.2472 2024-03-05 04:57:34,122 - mmseg - INFO - Iter [132150/160000] lr: 5.994e-06, eta: 4:51:44, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1525, decode.acc_seg: 93.4608, aux.loss_ce: 0.0993, aux.acc_seg: 90.1211, loss: 0.2518 2024-03-05 04:58:04,795 - mmseg - INFO - Iter [132200/160000] lr: 5.984e-06, eta: 4:51:13, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1459, decode.acc_seg: 93.5877, aux.loss_ce: 0.0939, aux.acc_seg: 90.5097, loss: 0.2398 2024-03-05 04:58:35,420 - mmseg - INFO - Iter [132250/160000] lr: 5.973e-06, eta: 4:50:41, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1552, decode.acc_seg: 93.2727, aux.loss_ce: 0.1030, aux.acc_seg: 89.8935, loss: 0.2582 2024-03-05 04:59:06,144 - mmseg - INFO - Iter [132300/160000] lr: 5.962e-06, eta: 4:50:09, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.4785, aux.loss_ce: 0.0954, aux.acc_seg: 90.4613, loss: 0.2445 2024-03-05 04:59:36,580 - mmseg - INFO - Iter [132350/160000] lr: 5.951e-06, eta: 4:49:38, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1476, decode.acc_seg: 93.5340, aux.loss_ce: 0.0944, aux.acc_seg: 90.5080, loss: 0.2420 2024-03-05 05:00:07,084 - mmseg - INFO - Iter [132400/160000] lr: 5.941e-06, eta: 4:49:06, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1454, decode.acc_seg: 93.6373, aux.loss_ce: 0.0928, aux.acc_seg: 90.7204, loss: 0.2382 2024-03-05 05:00:37,778 - mmseg - INFO - Iter [132450/160000] lr: 5.930e-06, eta: 4:48:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1377, decode.acc_seg: 93.7652, aux.loss_ce: 0.0885, aux.acc_seg: 90.8056, loss: 0.2262 2024-03-05 05:01:08,596 - mmseg - INFO - Iter [132500/160000] lr: 5.919e-06, eta: 4:48:03, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1430, decode.acc_seg: 93.7983, aux.loss_ce: 0.0939, aux.acc_seg: 90.6805, loss: 0.2369 2024-03-05 05:01:39,265 - mmseg - INFO - Iter [132550/160000] lr: 5.908e-06, eta: 4:47:31, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1512, decode.acc_seg: 93.3925, aux.loss_ce: 0.0945, aux.acc_seg: 90.6523, loss: 0.2457 2024-03-05 05:02:10,076 - mmseg - INFO - Iter [132600/160000] lr: 5.898e-06, eta: 4:47:00, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1477, decode.acc_seg: 93.5465, aux.loss_ce: 0.0937, aux.acc_seg: 90.4951, loss: 0.2414 2024-03-05 05:02:43,786 - mmseg - INFO - Iter [132650/160000] lr: 5.887e-06, eta: 4:46:29, time: 0.674, data_time: 0.062, memory: 7582, decode.loss_ce: 0.1443, decode.acc_seg: 93.7235, aux.loss_ce: 0.0956, aux.acc_seg: 90.5229, loss: 0.2399 2024-03-05 05:03:14,406 - mmseg - INFO - Iter [132700/160000] lr: 5.876e-06, eta: 4:45:57, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1484, decode.acc_seg: 93.6595, aux.loss_ce: 0.0944, aux.acc_seg: 90.6972, loss: 0.2428 2024-03-05 05:03:45,100 - mmseg - INFO - Iter [132750/160000] lr: 5.865e-06, eta: 4:45:26, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1400, decode.acc_seg: 93.8767, aux.loss_ce: 0.0909, aux.acc_seg: 90.8500, loss: 0.2309 2024-03-05 05:04:16,060 - mmseg - INFO - Iter [132800/160000] lr: 5.855e-06, eta: 4:44:54, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1511, decode.acc_seg: 93.3052, aux.loss_ce: 0.0988, aux.acc_seg: 90.0417, loss: 0.2499 2024-03-05 05:04:46,728 - mmseg - INFO - Iter [132850/160000] lr: 5.844e-06, eta: 4:44:23, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1511, decode.acc_seg: 93.3860, aux.loss_ce: 0.0954, aux.acc_seg: 90.4000, loss: 0.2466 2024-03-05 05:05:17,582 - mmseg - INFO - Iter [132900/160000] lr: 5.833e-06, eta: 4:43:51, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1510, decode.acc_seg: 93.5011, aux.loss_ce: 0.0991, aux.acc_seg: 90.1402, loss: 0.2501 2024-03-05 05:05:48,334 - mmseg - INFO - Iter [132950/160000] lr: 5.822e-06, eta: 4:43:20, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1488, decode.acc_seg: 93.5410, aux.loss_ce: 0.0964, aux.acc_seg: 90.3251, loss: 0.2452 2024-03-05 05:06:19,166 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:06:19,167 - mmseg - INFO - Iter [133000/160000] lr: 5.812e-06, eta: 4:42:48, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1438, decode.acc_seg: 93.9098, aux.loss_ce: 0.0920, aux.acc_seg: 90.8772, loss: 0.2358 2024-03-05 05:06:49,773 - mmseg - INFO - Iter [133050/160000] lr: 5.801e-06, eta: 4:42:16, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1532, decode.acc_seg: 93.4182, aux.loss_ce: 0.0975, aux.acc_seg: 90.1510, loss: 0.2508 2024-03-05 05:07:20,467 - mmseg - INFO - Iter [133100/160000] lr: 5.790e-06, eta: 4:41:45, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1494, decode.acc_seg: 93.5024, aux.loss_ce: 0.0958, aux.acc_seg: 90.4833, loss: 0.2451 2024-03-05 05:07:51,161 - mmseg - INFO - Iter [133150/160000] lr: 5.779e-06, eta: 4:41:13, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1453, decode.acc_seg: 93.7552, aux.loss_ce: 0.0946, aux.acc_seg: 90.5641, loss: 0.2399 2024-03-05 05:08:21,715 - mmseg - INFO - Iter [133200/160000] lr: 5.768e-06, eta: 4:40:42, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1466, decode.acc_seg: 93.5167, aux.loss_ce: 0.0977, aux.acc_seg: 90.0632, loss: 0.2443 2024-03-05 05:08:52,398 - mmseg - INFO - Iter [133250/160000] lr: 5.758e-06, eta: 4:40:10, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.5423, aux.loss_ce: 0.0967, aux.acc_seg: 90.4329, loss: 0.2458 2024-03-05 05:09:23,719 - mmseg - INFO - Iter [133300/160000] lr: 5.747e-06, eta: 4:39:39, time: 0.626, data_time: 0.023, memory: 7582, decode.loss_ce: 0.1453, decode.acc_seg: 93.7483, aux.loss_ce: 0.0945, aux.acc_seg: 90.6106, loss: 0.2397 2024-03-05 05:09:54,852 - mmseg - INFO - Iter [133350/160000] lr: 5.736e-06, eta: 4:39:07, time: 0.622, data_time: 0.018, memory: 7582, decode.loss_ce: 0.1491, decode.acc_seg: 93.5401, aux.loss_ce: 0.0953, aux.acc_seg: 90.4672, loss: 0.2445 2024-03-05 05:10:25,726 - mmseg - INFO - Iter [133400/160000] lr: 5.725e-06, eta: 4:38:36, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1431, decode.acc_seg: 93.6328, aux.loss_ce: 0.0936, aux.acc_seg: 90.4112, loss: 0.2366 2024-03-05 05:10:56,590 - mmseg - INFO - Iter [133450/160000] lr: 5.715e-06, eta: 4:38:04, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1410, decode.acc_seg: 93.8304, aux.loss_ce: 0.0926, aux.acc_seg: 90.7652, loss: 0.2336 2024-03-05 05:11:27,405 - mmseg - INFO - Iter [133500/160000] lr: 5.704e-06, eta: 4:37:33, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1437, decode.acc_seg: 93.8783, aux.loss_ce: 0.0923, aux.acc_seg: 90.9763, loss: 0.2360 2024-03-05 05:11:58,165 - mmseg - INFO - Iter [133550/160000] lr: 5.693e-06, eta: 4:37:01, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1432, decode.acc_seg: 93.7600, aux.loss_ce: 0.0912, aux.acc_seg: 90.7435, loss: 0.2344 2024-03-05 05:12:28,870 - mmseg - INFO - Iter [133600/160000] lr: 5.682e-06, eta: 4:36:29, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1508, decode.acc_seg: 93.4519, aux.loss_ce: 0.0956, aux.acc_seg: 90.3818, loss: 0.2465 2024-03-05 05:12:59,713 - mmseg - INFO - Iter [133650/160000] lr: 5.672e-06, eta: 4:35:58, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1436, decode.acc_seg: 93.5018, aux.loss_ce: 0.0914, aux.acc_seg: 90.5687, loss: 0.2349 2024-03-05 05:13:30,764 - mmseg - INFO - Iter [133700/160000] lr: 5.661e-06, eta: 4:35:26, time: 0.621, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1441, decode.acc_seg: 93.6341, aux.loss_ce: 0.0968, aux.acc_seg: 90.2401, loss: 0.2410 2024-03-05 05:14:01,664 - mmseg - INFO - Iter [133750/160000] lr: 5.650e-06, eta: 4:34:55, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1478, decode.acc_seg: 93.6024, aux.loss_ce: 0.0945, aux.acc_seg: 90.5022, loss: 0.2424 2024-03-05 05:14:32,412 - mmseg - INFO - Iter [133800/160000] lr: 5.639e-06, eta: 4:34:23, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1424, decode.acc_seg: 93.6790, aux.loss_ce: 0.0933, aux.acc_seg: 90.5892, loss: 0.2357 2024-03-05 05:15:03,173 - mmseg - INFO - Iter [133850/160000] lr: 5.629e-06, eta: 4:33:52, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.7212, aux.loss_ce: 0.0915, aux.acc_seg: 90.8234, loss: 0.2350 2024-03-05 05:15:36,907 - mmseg - INFO - Iter [133900/160000] lr: 5.618e-06, eta: 4:33:21, time: 0.675, data_time: 0.067, memory: 7582, decode.loss_ce: 0.1461, decode.acc_seg: 93.6948, aux.loss_ce: 0.0954, aux.acc_seg: 90.5803, loss: 0.2415 2024-03-05 05:16:07,777 - mmseg - INFO - Iter [133950/160000] lr: 5.607e-06, eta: 4:32:49, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1553, decode.acc_seg: 93.3693, aux.loss_ce: 0.0993, aux.acc_seg: 90.1004, loss: 0.2545 2024-03-05 05:16:38,417 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:16:38,417 - mmseg - INFO - Iter [134000/160000] lr: 5.596e-06, eta: 4:32:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1470, decode.acc_seg: 93.4252, aux.loss_ce: 0.0956, aux.acc_seg: 90.2892, loss: 0.2427 2024-03-05 05:17:09,174 - mmseg - INFO - Iter [134050/160000] lr: 5.586e-06, eta: 4:31:46, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1439, decode.acc_seg: 93.7967, aux.loss_ce: 0.0907, aux.acc_seg: 90.9927, loss: 0.2347 2024-03-05 05:17:40,043 - mmseg - INFO - Iter [134100/160000] lr: 5.575e-06, eta: 4:31:15, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1525, decode.acc_seg: 93.3316, aux.loss_ce: 0.1014, aux.acc_seg: 89.7364, loss: 0.2538 2024-03-05 05:18:10,802 - mmseg - INFO - Iter [134150/160000] lr: 5.564e-06, eta: 4:30:43, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1471, decode.acc_seg: 93.5540, aux.loss_ce: 0.0978, aux.acc_seg: 90.1900, loss: 0.2450 2024-03-05 05:18:41,447 - mmseg - INFO - Iter [134200/160000] lr: 5.553e-06, eta: 4:30:12, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1547, decode.acc_seg: 93.3985, aux.loss_ce: 0.0992, aux.acc_seg: 90.1786, loss: 0.2539 2024-03-05 05:19:12,184 - mmseg - INFO - Iter [134250/160000] lr: 5.542e-06, eta: 4:29:40, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1364, decode.acc_seg: 93.9784, aux.loss_ce: 0.0895, aux.acc_seg: 90.9237, loss: 0.2259 2024-03-05 05:19:42,895 - mmseg - INFO - Iter [134300/160000] lr: 5.532e-06, eta: 4:29:08, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1452, decode.acc_seg: 93.4651, aux.loss_ce: 0.0940, aux.acc_seg: 90.3318, loss: 0.2392 2024-03-05 05:20:13,484 - mmseg - INFO - Iter [134350/160000] lr: 5.521e-06, eta: 4:28:37, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1512, decode.acc_seg: 93.4020, aux.loss_ce: 0.0962, aux.acc_seg: 90.3262, loss: 0.2474 2024-03-05 05:20:44,056 - mmseg - INFO - Iter [134400/160000] lr: 5.510e-06, eta: 4:28:05, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1535, decode.acc_seg: 93.2895, aux.loss_ce: 0.0940, aux.acc_seg: 90.3834, loss: 0.2475 2024-03-05 05:21:15,028 - mmseg - INFO - Iter [134450/160000] lr: 5.499e-06, eta: 4:27:34, time: 0.619, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1431, decode.acc_seg: 93.7370, aux.loss_ce: 0.0917, aux.acc_seg: 90.6908, loss: 0.2348 2024-03-05 05:21:45,792 - mmseg - INFO - Iter [134500/160000] lr: 5.489e-06, eta: 4:27:02, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1406, decode.acc_seg: 93.8541, aux.loss_ce: 0.0888, aux.acc_seg: 91.0045, loss: 0.2293 2024-03-05 05:22:16,314 - mmseg - INFO - Iter [134550/160000] lr: 5.478e-06, eta: 4:26:31, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1550, decode.acc_seg: 93.1818, aux.loss_ce: 0.0978, aux.acc_seg: 90.1007, loss: 0.2528 2024-03-05 05:22:47,061 - mmseg - INFO - Iter [134600/160000] lr: 5.467e-06, eta: 4:25:59, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1443, decode.acc_seg: 93.6816, aux.loss_ce: 0.0944, aux.acc_seg: 90.5711, loss: 0.2387 2024-03-05 05:23:17,725 - mmseg - INFO - Iter [134650/160000] lr: 5.456e-06, eta: 4:25:28, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1433, decode.acc_seg: 93.6249, aux.loss_ce: 0.0928, aux.acc_seg: 90.5239, loss: 0.2361 2024-03-05 05:23:48,499 - mmseg - INFO - Iter [134700/160000] lr: 5.446e-06, eta: 4:24:56, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1453, decode.acc_seg: 93.8288, aux.loss_ce: 0.0979, aux.acc_seg: 90.4344, loss: 0.2432 2024-03-05 05:24:19,177 - mmseg - INFO - Iter [134750/160000] lr: 5.435e-06, eta: 4:24:24, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1392, decode.acc_seg: 93.9457, aux.loss_ce: 0.0880, aux.acc_seg: 91.3517, loss: 0.2272 2024-03-05 05:24:49,887 - mmseg - INFO - Iter [134800/160000] lr: 5.424e-06, eta: 4:23:53, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1503, decode.acc_seg: 93.5852, aux.loss_ce: 0.0984, aux.acc_seg: 90.2849, loss: 0.2487 2024-03-05 05:25:20,583 - mmseg - INFO - Iter [134850/160000] lr: 5.413e-06, eta: 4:23:21, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1484, decode.acc_seg: 93.4085, aux.loss_ce: 0.0937, aux.acc_seg: 90.4136, loss: 0.2421 2024-03-05 05:25:51,244 - mmseg - INFO - Iter [134900/160000] lr: 5.403e-06, eta: 4:22:50, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1470, decode.acc_seg: 93.4661, aux.loss_ce: 0.0951, aux.acc_seg: 90.4845, loss: 0.2421 2024-03-05 05:26:21,825 - mmseg - INFO - Iter [134950/160000] lr: 5.392e-06, eta: 4:22:18, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1334, decode.acc_seg: 94.1421, aux.loss_ce: 0.0884, aux.acc_seg: 91.2131, loss: 0.2218 2024-03-05 05:26:52,612 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:26:52,613 - mmseg - INFO - Iter [135000/160000] lr: 5.381e-06, eta: 4:21:47, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1473, decode.acc_seg: 93.5702, aux.loss_ce: 0.0935, aux.acc_seg: 90.6061, loss: 0.2408 2024-03-05 05:27:23,438 - mmseg - INFO - Iter [135050/160000] lr: 5.370e-06, eta: 4:21:15, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1436, decode.acc_seg: 93.7585, aux.loss_ce: 0.0955, aux.acc_seg: 90.5833, loss: 0.2390 2024-03-05 05:27:54,240 - mmseg - INFO - Iter [135100/160000] lr: 5.360e-06, eta: 4:20:44, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1457, decode.acc_seg: 93.6220, aux.loss_ce: 0.0927, aux.acc_seg: 90.7785, loss: 0.2385 2024-03-05 05:28:28,013 - mmseg - INFO - Iter [135150/160000] lr: 5.349e-06, eta: 4:20:13, time: 0.675, data_time: 0.057, memory: 7582, decode.loss_ce: 0.1451, decode.acc_seg: 93.6812, aux.loss_ce: 0.0972, aux.acc_seg: 90.2718, loss: 0.2423 2024-03-05 05:28:58,810 - mmseg - INFO - Iter [135200/160000] lr: 5.338e-06, eta: 4:19:41, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1507, decode.acc_seg: 93.4515, aux.loss_ce: 0.0978, aux.acc_seg: 90.2842, loss: 0.2485 2024-03-05 05:29:29,585 - mmseg - INFO - Iter [135250/160000] lr: 5.327e-06, eta: 4:19:10, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1465, decode.acc_seg: 93.6492, aux.loss_ce: 0.0929, aux.acc_seg: 90.5529, loss: 0.2394 2024-03-05 05:30:00,100 - mmseg - INFO - Iter [135300/160000] lr: 5.316e-06, eta: 4:18:38, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1520, decode.acc_seg: 93.4398, aux.loss_ce: 0.0964, aux.acc_seg: 90.3416, loss: 0.2484 2024-03-05 05:30:30,901 - mmseg - INFO - Iter [135350/160000] lr: 5.306e-06, eta: 4:18:06, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.0800, aux.loss_ce: 0.0889, aux.acc_seg: 91.1659, loss: 0.2231 2024-03-05 05:31:01,772 - mmseg - INFO - Iter [135400/160000] lr: 5.295e-06, eta: 4:17:35, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1377, decode.acc_seg: 93.8844, aux.loss_ce: 0.0894, aux.acc_seg: 90.8612, loss: 0.2272 2024-03-05 05:31:32,285 - mmseg - INFO - Iter [135450/160000] lr: 5.284e-06, eta: 4:17:03, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1458, decode.acc_seg: 93.7582, aux.loss_ce: 0.0956, aux.acc_seg: 90.6391, loss: 0.2414 2024-03-05 05:32:03,020 - mmseg - INFO - Iter [135500/160000] lr: 5.273e-06, eta: 4:16:32, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1528, decode.acc_seg: 93.6497, aux.loss_ce: 0.0968, aux.acc_seg: 90.5414, loss: 0.2495 2024-03-05 05:32:33,762 - mmseg - INFO - Iter [135550/160000] lr: 5.263e-06, eta: 4:16:00, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7689, aux.loss_ce: 0.0929, aux.acc_seg: 90.5610, loss: 0.2351 2024-03-05 05:33:04,596 - mmseg - INFO - Iter [135600/160000] lr: 5.252e-06, eta: 4:15:29, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1438, decode.acc_seg: 93.7513, aux.loss_ce: 0.0917, aux.acc_seg: 90.7901, loss: 0.2355 2024-03-05 05:33:35,368 - mmseg - INFO - Iter [135650/160000] lr: 5.241e-06, eta: 4:14:57, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1393, decode.acc_seg: 94.0676, aux.loss_ce: 0.0893, aux.acc_seg: 91.1923, loss: 0.2286 2024-03-05 05:34:06,388 - mmseg - INFO - Iter [135700/160000] lr: 5.230e-06, eta: 4:14:26, time: 0.620, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1418, decode.acc_seg: 93.7300, aux.loss_ce: 0.0948, aux.acc_seg: 90.4785, loss: 0.2366 2024-03-05 05:34:37,107 - mmseg - INFO - Iter [135750/160000] lr: 5.220e-06, eta: 4:13:54, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1392, decode.acc_seg: 93.9043, aux.loss_ce: 0.0904, aux.acc_seg: 90.9306, loss: 0.2295 2024-03-05 05:35:07,657 - mmseg - INFO - Iter [135800/160000] lr: 5.209e-06, eta: 4:13:23, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1529, decode.acc_seg: 93.4541, aux.loss_ce: 0.0983, aux.acc_seg: 90.2034, loss: 0.2512 2024-03-05 05:35:38,208 - mmseg - INFO - Iter [135850/160000] lr: 5.198e-06, eta: 4:12:51, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1449, decode.acc_seg: 93.7651, aux.loss_ce: 0.0956, aux.acc_seg: 90.5595, loss: 0.2404 2024-03-05 05:36:08,993 - mmseg - INFO - Iter [135900/160000] lr: 5.187e-06, eta: 4:12:20, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1489, decode.acc_seg: 93.5918, aux.loss_ce: 0.0980, aux.acc_seg: 90.3648, loss: 0.2470 2024-03-05 05:36:39,824 - mmseg - INFO - Iter [135950/160000] lr: 5.177e-06, eta: 4:11:48, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1437, decode.acc_seg: 93.6901, aux.loss_ce: 0.0947, aux.acc_seg: 90.4732, loss: 0.2384 2024-03-05 05:37:10,572 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:37:10,572 - mmseg - INFO - Iter [136000/160000] lr: 5.166e-06, eta: 4:11:17, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1584, decode.acc_seg: 93.2636, aux.loss_ce: 0.1051, aux.acc_seg: 89.6266, loss: 0.2635 2024-03-05 05:37:41,200 - mmseg - INFO - Iter [136050/160000] lr: 5.155e-06, eta: 4:10:45, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1460, decode.acc_seg: 93.6055, aux.loss_ce: 0.0931, aux.acc_seg: 90.6040, loss: 0.2391 2024-03-05 05:38:12,128 - mmseg - INFO - Iter [136100/160000] lr: 5.144e-06, eta: 4:10:14, time: 0.618, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1407, decode.acc_seg: 93.7058, aux.loss_ce: 0.0915, aux.acc_seg: 90.7771, loss: 0.2323 2024-03-05 05:38:42,875 - mmseg - INFO - Iter [136150/160000] lr: 5.134e-06, eta: 4:09:42, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 94.0251, aux.loss_ce: 0.0893, aux.acc_seg: 91.0056, loss: 0.2267 2024-03-05 05:39:13,632 - mmseg - INFO - Iter [136200/160000] lr: 5.123e-06, eta: 4:09:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.7286, aux.loss_ce: 0.0932, aux.acc_seg: 90.6719, loss: 0.2367 2024-03-05 05:39:44,368 - mmseg - INFO - Iter [136250/160000] lr: 5.112e-06, eta: 4:08:39, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1469, decode.acc_seg: 93.5713, aux.loss_ce: 0.0966, aux.acc_seg: 90.3144, loss: 0.2435 2024-03-05 05:40:15,109 - mmseg - INFO - Iter [136300/160000] lr: 5.101e-06, eta: 4:08:07, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1494, decode.acc_seg: 93.4827, aux.loss_ce: 0.0956, aux.acc_seg: 90.4933, loss: 0.2450 2024-03-05 05:40:45,673 - mmseg - INFO - Iter [136350/160000] lr: 5.090e-06, eta: 4:07:36, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1511, decode.acc_seg: 93.3833, aux.loss_ce: 0.0945, aux.acc_seg: 90.3967, loss: 0.2456 2024-03-05 05:41:16,114 - mmseg - INFO - Iter [136400/160000] lr: 5.080e-06, eta: 4:07:04, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1503, decode.acc_seg: 93.5959, aux.loss_ce: 0.0981, aux.acc_seg: 90.0869, loss: 0.2484 2024-03-05 05:41:49,926 - mmseg - INFO - Iter [136450/160000] lr: 5.069e-06, eta: 4:06:33, time: 0.676, data_time: 0.060, memory: 7582, decode.loss_ce: 0.1410, decode.acc_seg: 93.9048, aux.loss_ce: 0.0952, aux.acc_seg: 90.7583, loss: 0.2362 2024-03-05 05:42:20,771 - mmseg - INFO - Iter [136500/160000] lr: 5.058e-06, eta: 4:06:02, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1469, decode.acc_seg: 93.6079, aux.loss_ce: 0.0992, aux.acc_seg: 90.1798, loss: 0.2461 2024-03-05 05:42:51,336 - mmseg - INFO - Iter [136550/160000] lr: 5.047e-06, eta: 4:05:30, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1447, decode.acc_seg: 93.6408, aux.loss_ce: 0.0940, aux.acc_seg: 90.5624, loss: 0.2388 2024-03-05 05:43:21,943 - mmseg - INFO - Iter [136600/160000] lr: 5.037e-06, eta: 4:04:59, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1454, decode.acc_seg: 93.6551, aux.loss_ce: 0.0945, aux.acc_seg: 90.3341, loss: 0.2400 2024-03-05 05:43:52,620 - mmseg - INFO - Iter [136650/160000] lr: 5.026e-06, eta: 4:04:27, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1477, decode.acc_seg: 93.6905, aux.loss_ce: 0.1009, aux.acc_seg: 90.1658, loss: 0.2485 2024-03-05 05:44:23,292 - mmseg - INFO - Iter [136700/160000] lr: 5.015e-06, eta: 4:03:56, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1387, decode.acc_seg: 93.8717, aux.loss_ce: 0.0904, aux.acc_seg: 90.9356, loss: 0.2292 2024-03-05 05:44:53,892 - mmseg - INFO - Iter [136750/160000] lr: 5.004e-06, eta: 4:03:24, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.9587, aux.loss_ce: 0.0900, aux.acc_seg: 90.9021, loss: 0.2271 2024-03-05 05:45:24,584 - mmseg - INFO - Iter [136800/160000] lr: 4.994e-06, eta: 4:02:53, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1414, decode.acc_seg: 93.8587, aux.loss_ce: 0.0924, aux.acc_seg: 90.8300, loss: 0.2338 2024-03-05 05:45:55,228 - mmseg - INFO - Iter [136850/160000] lr: 4.983e-06, eta: 4:02:21, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1480, decode.acc_seg: 93.4598, aux.loss_ce: 0.0965, aux.acc_seg: 90.1711, loss: 0.2445 2024-03-05 05:46:25,877 - mmseg - INFO - Iter [136900/160000] lr: 4.972e-06, eta: 4:01:49, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1413, decode.acc_seg: 93.7739, aux.loss_ce: 0.0909, aux.acc_seg: 90.8514, loss: 0.2322 2024-03-05 05:46:57,251 - mmseg - INFO - Iter [136950/160000] lr: 4.961e-06, eta: 4:01:18, time: 0.627, data_time: 0.022, memory: 7582, decode.loss_ce: 0.1453, decode.acc_seg: 93.5730, aux.loss_ce: 0.0908, aux.acc_seg: 90.6307, loss: 0.2361 2024-03-05 05:47:28,233 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:47:28,234 - mmseg - INFO - Iter [137000/160000] lr: 4.951e-06, eta: 4:00:47, time: 0.620, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.8150, aux.loss_ce: 0.0924, aux.acc_seg: 90.7023, loss: 0.2359 2024-03-05 05:47:59,357 - mmseg - INFO - Iter [137050/160000] lr: 4.940e-06, eta: 4:00:15, time: 0.622, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1487, decode.acc_seg: 93.5676, aux.loss_ce: 0.0994, aux.acc_seg: 89.9279, loss: 0.2481 2024-03-05 05:48:30,266 - mmseg - INFO - Iter [137100/160000] lr: 4.929e-06, eta: 3:59:44, time: 0.618, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1446, decode.acc_seg: 93.6752, aux.loss_ce: 0.0933, aux.acc_seg: 90.6413, loss: 0.2379 2024-03-05 05:49:01,431 - mmseg - INFO - Iter [137150/160000] lr: 4.918e-06, eta: 3:59:12, time: 0.623, data_time: 0.018, memory: 7582, decode.loss_ce: 0.1465, decode.acc_seg: 93.6465, aux.loss_ce: 0.0929, aux.acc_seg: 90.8014, loss: 0.2394 2024-03-05 05:49:32,496 - mmseg - INFO - Iter [137200/160000] lr: 4.908e-06, eta: 3:58:41, time: 0.621, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1478, decode.acc_seg: 93.5132, aux.loss_ce: 0.0925, aux.acc_seg: 90.7533, loss: 0.2403 2024-03-05 05:50:03,496 - mmseg - INFO - Iter [137250/160000] lr: 4.897e-06, eta: 3:58:09, time: 0.620, data_time: 0.018, memory: 7582, decode.loss_ce: 0.1407, decode.acc_seg: 93.7976, aux.loss_ce: 0.0941, aux.acc_seg: 90.5428, loss: 0.2348 2024-03-05 05:50:34,371 - mmseg - INFO - Iter [137300/160000] lr: 4.886e-06, eta: 3:57:38, time: 0.617, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1444, decode.acc_seg: 93.5246, aux.loss_ce: 0.0946, aux.acc_seg: 90.3891, loss: 0.2390 2024-03-05 05:51:05,639 - mmseg - INFO - Iter [137350/160000] lr: 4.875e-06, eta: 3:57:06, time: 0.625, data_time: 0.022, memory: 7582, decode.loss_ce: 0.1467, decode.acc_seg: 93.5941, aux.loss_ce: 0.0942, aux.acc_seg: 90.4525, loss: 0.2408 2024-03-05 05:51:37,066 - mmseg - INFO - Iter [137400/160000] lr: 4.864e-06, eta: 3:56:35, time: 0.629, data_time: 0.023, memory: 7582, decode.loss_ce: 0.1495, decode.acc_seg: 93.4625, aux.loss_ce: 0.0973, aux.acc_seg: 90.1229, loss: 0.2468 2024-03-05 05:52:08,637 - mmseg - INFO - Iter [137450/160000] lr: 4.854e-06, eta: 3:56:04, time: 0.631, data_time: 0.028, memory: 7582, decode.loss_ce: 0.1400, decode.acc_seg: 93.9006, aux.loss_ce: 0.0896, aux.acc_seg: 91.0124, loss: 0.2296 2024-03-05 05:52:39,663 - mmseg - INFO - Iter [137500/160000] lr: 4.843e-06, eta: 3:55:32, time: 0.621, data_time: 0.017, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7492, aux.loss_ce: 0.0921, aux.acc_seg: 90.6112, loss: 0.2343 2024-03-05 05:53:11,067 - mmseg - INFO - Iter [137550/160000] lr: 4.832e-06, eta: 3:55:01, time: 0.628, data_time: 0.019, memory: 7582, decode.loss_ce: 0.1431, decode.acc_seg: 93.7177, aux.loss_ce: 0.0906, aux.acc_seg: 90.9859, loss: 0.2337 2024-03-05 05:53:42,039 - mmseg - INFO - Iter [137600/160000] lr: 4.821e-06, eta: 3:54:29, time: 0.619, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1558, decode.acc_seg: 93.4637, aux.loss_ce: 0.1011, aux.acc_seg: 90.1788, loss: 0.2569 2024-03-05 05:54:13,720 - mmseg - INFO - Iter [137650/160000] lr: 4.811e-06, eta: 3:53:58, time: 0.634, data_time: 0.026, memory: 7582, decode.loss_ce: 0.1463, decode.acc_seg: 93.6782, aux.loss_ce: 0.0958, aux.acc_seg: 90.5552, loss: 0.2422 2024-03-05 05:54:47,720 - mmseg - INFO - Iter [137700/160000] lr: 4.800e-06, eta: 3:53:27, time: 0.680, data_time: 0.072, memory: 7582, decode.loss_ce: 0.1440, decode.acc_seg: 93.7533, aux.loss_ce: 0.0908, aux.acc_seg: 90.8759, loss: 0.2348 2024-03-05 05:55:18,847 - mmseg - INFO - Iter [137750/160000] lr: 4.789e-06, eta: 3:52:55, time: 0.623, data_time: 0.020, memory: 7582, decode.loss_ce: 0.1390, decode.acc_seg: 93.8842, aux.loss_ce: 0.0891, aux.acc_seg: 90.9015, loss: 0.2281 2024-03-05 05:55:49,684 - mmseg - INFO - Iter [137800/160000] lr: 4.778e-06, eta: 3:52:24, time: 0.617, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1470, decode.acc_seg: 93.6373, aux.loss_ce: 0.0952, aux.acc_seg: 90.5181, loss: 0.2422 2024-03-05 05:56:21,234 - mmseg - INFO - Iter [137850/160000] lr: 4.768e-06, eta: 3:51:53, time: 0.631, data_time: 0.028, memory: 7582, decode.loss_ce: 0.1451, decode.acc_seg: 93.7311, aux.loss_ce: 0.0964, aux.acc_seg: 90.5569, loss: 0.2415 2024-03-05 05:56:52,160 - mmseg - INFO - Iter [137900/160000] lr: 4.757e-06, eta: 3:51:21, time: 0.618, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1425, decode.acc_seg: 93.8511, aux.loss_ce: 0.0929, aux.acc_seg: 90.6965, loss: 0.2354 2024-03-05 05:57:23,138 - mmseg - INFO - Iter [137950/160000] lr: 4.746e-06, eta: 3:50:50, time: 0.620, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1358, decode.acc_seg: 94.0142, aux.loss_ce: 0.0916, aux.acc_seg: 90.9115, loss: 0.2275 2024-03-05 05:57:53,796 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 05:57:53,796 - mmseg - INFO - Iter [138000/160000] lr: 4.735e-06, eta: 3:50:18, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1430, decode.acc_seg: 93.6120, aux.loss_ce: 0.0924, aux.acc_seg: 90.5904, loss: 0.2354 2024-03-05 05:58:24,748 - mmseg - INFO - Iter [138050/160000] lr: 4.725e-06, eta: 3:49:47, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1457, decode.acc_seg: 93.5895, aux.loss_ce: 0.0956, aux.acc_seg: 90.3364, loss: 0.2413 2024-03-05 05:58:55,462 - mmseg - INFO - Iter [138100/160000] lr: 4.714e-06, eta: 3:49:15, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1415, decode.acc_seg: 93.7992, aux.loss_ce: 0.0919, aux.acc_seg: 90.6683, loss: 0.2334 2024-03-05 05:59:26,385 - mmseg - INFO - Iter [138150/160000] lr: 4.703e-06, eta: 3:48:44, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1388, decode.acc_seg: 93.9185, aux.loss_ce: 0.0908, aux.acc_seg: 90.7674, loss: 0.2296 2024-03-05 05:59:57,128 - mmseg - INFO - Iter [138200/160000] lr: 4.692e-06, eta: 3:48:12, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1447, decode.acc_seg: 93.6907, aux.loss_ce: 0.0919, aux.acc_seg: 90.6542, loss: 0.2366 2024-03-05 06:00:28,087 - mmseg - INFO - Iter [138250/160000] lr: 4.682e-06, eta: 3:47:41, time: 0.619, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1325, decode.acc_seg: 94.2581, aux.loss_ce: 0.0880, aux.acc_seg: 90.9788, loss: 0.2205 2024-03-05 06:00:58,701 - mmseg - INFO - Iter [138300/160000] lr: 4.671e-06, eta: 3:47:09, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.9500, aux.loss_ce: 0.0890, aux.acc_seg: 90.9582, loss: 0.2262 2024-03-05 06:01:29,501 - mmseg - INFO - Iter [138350/160000] lr: 4.660e-06, eta: 3:46:38, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1447, decode.acc_seg: 93.8813, aux.loss_ce: 0.0947, aux.acc_seg: 90.8910, loss: 0.2394 2024-03-05 06:02:00,312 - mmseg - INFO - Iter [138400/160000] lr: 4.649e-06, eta: 3:46:06, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1462, decode.acc_seg: 93.8080, aux.loss_ce: 0.0940, aux.acc_seg: 90.6545, loss: 0.2401 2024-03-05 06:02:30,971 - mmseg - INFO - Iter [138450/160000] lr: 4.638e-06, eta: 3:45:35, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1420, decode.acc_seg: 93.7531, aux.loss_ce: 0.0905, aux.acc_seg: 90.7634, loss: 0.2326 2024-03-05 06:03:02,046 - mmseg - INFO - Iter [138500/160000] lr: 4.628e-06, eta: 3:45:03, time: 0.622, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1464, decode.acc_seg: 93.7975, aux.loss_ce: 0.0957, aux.acc_seg: 90.6664, loss: 0.2421 2024-03-05 06:03:32,598 - mmseg - INFO - Iter [138550/160000] lr: 4.617e-06, eta: 3:44:32, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 94.1273, aux.loss_ce: 0.0912, aux.acc_seg: 91.0097, loss: 0.2298 2024-03-05 06:04:03,279 - mmseg - INFO - Iter [138600/160000] lr: 4.606e-06, eta: 3:44:00, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1441, decode.acc_seg: 93.7338, aux.loss_ce: 0.0932, aux.acc_seg: 90.6551, loss: 0.2373 2024-03-05 06:04:34,242 - mmseg - INFO - Iter [138650/160000] lr: 4.595e-06, eta: 3:43:29, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 93.8989, aux.loss_ce: 0.0901, aux.acc_seg: 90.8248, loss: 0.2271 2024-03-05 06:05:04,862 - mmseg - INFO - Iter [138700/160000] lr: 4.585e-06, eta: 3:42:57, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1368, decode.acc_seg: 93.9121, aux.loss_ce: 0.0892, aux.acc_seg: 90.8842, loss: 0.2260 2024-03-05 06:05:35,668 - mmseg - INFO - Iter [138750/160000] lr: 4.574e-06, eta: 3:42:26, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1442, decode.acc_seg: 93.6038, aux.loss_ce: 0.0941, aux.acc_seg: 90.4608, loss: 0.2383 2024-03-05 06:06:06,459 - mmseg - INFO - Iter [138800/160000] lr: 4.563e-06, eta: 3:41:54, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1458, decode.acc_seg: 93.7172, aux.loss_ce: 0.0966, aux.acc_seg: 90.3642, loss: 0.2425 2024-03-05 06:06:37,270 - mmseg - INFO - Iter [138850/160000] lr: 4.552e-06, eta: 3:41:23, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1412, decode.acc_seg: 93.6922, aux.loss_ce: 0.0925, aux.acc_seg: 90.5678, loss: 0.2337 2024-03-05 06:07:08,255 - mmseg - INFO - Iter [138900/160000] lr: 4.542e-06, eta: 3:40:51, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.8097, aux.loss_ce: 0.0932, aux.acc_seg: 90.7441, loss: 0.2367 2024-03-05 06:07:42,102 - mmseg - INFO - Iter [138950/160000] lr: 4.531e-06, eta: 3:40:20, time: 0.677, data_time: 0.059, memory: 7582, decode.loss_ce: 0.1382, decode.acc_seg: 93.7740, aux.loss_ce: 0.0925, aux.acc_seg: 90.5564, loss: 0.2308 2024-03-05 06:08:12,742 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:08:12,743 - mmseg - INFO - Iter [139000/160000] lr: 4.520e-06, eta: 3:39:49, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1434, decode.acc_seg: 93.7429, aux.loss_ce: 0.0931, aux.acc_seg: 90.6361, loss: 0.2365 2024-03-05 06:08:43,469 - mmseg - INFO - Iter [139050/160000] lr: 4.509e-06, eta: 3:39:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1445, decode.acc_seg: 93.5737, aux.loss_ce: 0.0915, aux.acc_seg: 90.6960, loss: 0.2361 2024-03-05 06:09:14,090 - mmseg - INFO - Iter [139100/160000] lr: 4.499e-06, eta: 3:38:46, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 94.0726, aux.loss_ce: 0.0900, aux.acc_seg: 90.9111, loss: 0.2267 2024-03-05 06:09:44,589 - mmseg - INFO - Iter [139150/160000] lr: 4.488e-06, eta: 3:38:14, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1406, decode.acc_seg: 93.7211, aux.loss_ce: 0.0920, aux.acc_seg: 90.5949, loss: 0.2326 2024-03-05 06:10:15,119 - mmseg - INFO - Iter [139200/160000] lr: 4.477e-06, eta: 3:37:42, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1377, decode.acc_seg: 94.0319, aux.loss_ce: 0.0906, aux.acc_seg: 90.9939, loss: 0.2284 2024-03-05 06:10:45,955 - mmseg - INFO - Iter [139250/160000] lr: 4.466e-06, eta: 3:37:11, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1408, decode.acc_seg: 93.8365, aux.loss_ce: 0.0945, aux.acc_seg: 90.4846, loss: 0.2353 2024-03-05 06:11:16,568 - mmseg - INFO - Iter [139300/160000] lr: 4.456e-06, eta: 3:36:39, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1344, decode.acc_seg: 94.0602, aux.loss_ce: 0.0863, aux.acc_seg: 91.2249, loss: 0.2207 2024-03-05 06:11:47,279 - mmseg - INFO - Iter [139350/160000] lr: 4.445e-06, eta: 3:36:08, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 94.0199, aux.loss_ce: 0.0910, aux.acc_seg: 90.9310, loss: 0.2280 2024-03-05 06:12:17,961 - mmseg - INFO - Iter [139400/160000] lr: 4.434e-06, eta: 3:35:36, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1406, decode.acc_seg: 93.7031, aux.loss_ce: 0.0933, aux.acc_seg: 90.5433, loss: 0.2339 2024-03-05 06:12:48,548 - mmseg - INFO - Iter [139450/160000] lr: 4.423e-06, eta: 3:35:05, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1417, decode.acc_seg: 93.7084, aux.loss_ce: 0.0942, aux.acc_seg: 90.4088, loss: 0.2359 2024-03-05 06:13:19,272 - mmseg - INFO - Iter [139500/160000] lr: 4.413e-06, eta: 3:34:33, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1325, decode.acc_seg: 94.1589, aux.loss_ce: 0.0874, aux.acc_seg: 91.1311, loss: 0.2199 2024-03-05 06:13:49,963 - mmseg - INFO - Iter [139550/160000] lr: 4.402e-06, eta: 3:34:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1416, decode.acc_seg: 93.7320, aux.loss_ce: 0.0946, aux.acc_seg: 90.6213, loss: 0.2362 2024-03-05 06:14:20,840 - mmseg - INFO - Iter [139600/160000] lr: 4.391e-06, eta: 3:33:30, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1408, decode.acc_seg: 93.8177, aux.loss_ce: 0.0917, aux.acc_seg: 90.7025, loss: 0.2325 2024-03-05 06:14:51,417 - mmseg - INFO - Iter [139650/160000] lr: 4.380e-06, eta: 3:32:59, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1450, decode.acc_seg: 93.6235, aux.loss_ce: 0.0919, aux.acc_seg: 90.7985, loss: 0.2369 2024-03-05 06:15:22,118 - mmseg - INFO - Iter [139700/160000] lr: 4.369e-06, eta: 3:32:27, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1483, decode.acc_seg: 93.4221, aux.loss_ce: 0.1008, aux.acc_seg: 89.9779, loss: 0.2491 2024-03-05 06:15:52,885 - mmseg - INFO - Iter [139750/160000] lr: 4.359e-06, eta: 3:31:56, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 94.0083, aux.loss_ce: 0.0898, aux.acc_seg: 90.9302, loss: 0.2265 2024-03-05 06:16:23,465 - mmseg - INFO - Iter [139800/160000] lr: 4.348e-06, eta: 3:31:24, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1419, decode.acc_seg: 93.8150, aux.loss_ce: 0.0945, aux.acc_seg: 90.5040, loss: 0.2364 2024-03-05 06:16:54,294 - mmseg - INFO - Iter [139850/160000] lr: 4.337e-06, eta: 3:30:53, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1442, decode.acc_seg: 93.6749, aux.loss_ce: 0.0914, aux.acc_seg: 90.7908, loss: 0.2356 2024-03-05 06:17:25,068 - mmseg - INFO - Iter [139900/160000] lr: 4.326e-06, eta: 3:30:21, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1418, decode.acc_seg: 93.7446, aux.loss_ce: 0.0895, aux.acc_seg: 91.0407, loss: 0.2313 2024-03-05 06:17:55,807 - mmseg - INFO - Iter [139950/160000] lr: 4.316e-06, eta: 3:29:50, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1372, decode.acc_seg: 93.8677, aux.loss_ce: 0.0907, aux.acc_seg: 90.9035, loss: 0.2280 2024-03-05 06:18:26,440 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:18:26,441 - mmseg - INFO - Iter [140000/160000] lr: 4.305e-06, eta: 3:29:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1433, decode.acc_seg: 93.6655, aux.loss_ce: 0.0941, aux.acc_seg: 90.5035, loss: 0.2374 2024-03-05 06:18:57,488 - mmseg - INFO - Iter [140050/160000] lr: 4.294e-06, eta: 3:28:47, time: 0.621, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1377, decode.acc_seg: 93.8339, aux.loss_ce: 0.0887, aux.acc_seg: 90.9693, loss: 0.2264 2024-03-05 06:19:28,083 - mmseg - INFO - Iter [140100/160000] lr: 4.283e-06, eta: 3:28:15, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.7235, aux.loss_ce: 0.0914, aux.acc_seg: 90.7511, loss: 0.2349 2024-03-05 06:19:58,706 - mmseg - INFO - Iter [140150/160000] lr: 4.273e-06, eta: 3:27:44, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1380, decode.acc_seg: 93.9992, aux.loss_ce: 0.0903, aux.acc_seg: 90.9480, loss: 0.2283 2024-03-05 06:20:32,523 - mmseg - INFO - Iter [140200/160000] lr: 4.262e-06, eta: 3:27:13, time: 0.676, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1403, decode.acc_seg: 93.9164, aux.loss_ce: 0.0925, aux.acc_seg: 90.8610, loss: 0.2328 2024-03-05 06:21:03,048 - mmseg - INFO - Iter [140250/160000] lr: 4.251e-06, eta: 3:26:41, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1428, decode.acc_seg: 93.5302, aux.loss_ce: 0.0963, aux.acc_seg: 90.0766, loss: 0.2391 2024-03-05 06:21:33,762 - mmseg - INFO - Iter [140300/160000] lr: 4.240e-06, eta: 3:26:10, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.9503, aux.loss_ce: 0.0885, aux.acc_seg: 91.0341, loss: 0.2256 2024-03-05 06:22:04,407 - mmseg - INFO - Iter [140350/160000] lr: 4.230e-06, eta: 3:25:38, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1403, decode.acc_seg: 93.8788, aux.loss_ce: 0.0930, aux.acc_seg: 90.5243, loss: 0.2333 2024-03-05 06:22:34,995 - mmseg - INFO - Iter [140400/160000] lr: 4.219e-06, eta: 3:25:07, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1448, decode.acc_seg: 93.8143, aux.loss_ce: 0.0948, aux.acc_seg: 90.7215, loss: 0.2396 2024-03-05 06:23:05,645 - mmseg - INFO - Iter [140450/160000] lr: 4.208e-06, eta: 3:24:35, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 93.9333, aux.loss_ce: 0.0868, aux.acc_seg: 91.2234, loss: 0.2236 2024-03-05 06:23:36,466 - mmseg - INFO - Iter [140500/160000] lr: 4.197e-06, eta: 3:24:04, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1494, decode.acc_seg: 93.5547, aux.loss_ce: 0.0941, aux.acc_seg: 90.5052, loss: 0.2435 2024-03-05 06:24:07,269 - mmseg - INFO - Iter [140550/160000] lr: 4.187e-06, eta: 3:23:32, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1375, decode.acc_seg: 93.9139, aux.loss_ce: 0.0906, aux.acc_seg: 90.7739, loss: 0.2281 2024-03-05 06:24:37,905 - mmseg - INFO - Iter [140600/160000] lr: 4.176e-06, eta: 3:23:01, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1464, decode.acc_seg: 93.6131, aux.loss_ce: 0.0945, aux.acc_seg: 90.6181, loss: 0.2409 2024-03-05 06:25:08,518 - mmseg - INFO - Iter [140650/160000] lr: 4.165e-06, eta: 3:22:29, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1392, decode.acc_seg: 93.8475, aux.loss_ce: 0.0950, aux.acc_seg: 90.4689, loss: 0.2342 2024-03-05 06:25:39,260 - mmseg - INFO - Iter [140700/160000] lr: 4.154e-06, eta: 3:21:58, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 94.0938, aux.loss_ce: 0.0907, aux.acc_seg: 90.8320, loss: 0.2267 2024-03-05 06:26:10,136 - mmseg - INFO - Iter [140750/160000] lr: 4.143e-06, eta: 3:21:26, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1500, decode.acc_seg: 93.5970, aux.loss_ce: 0.0984, aux.acc_seg: 90.1647, loss: 0.2484 2024-03-05 06:26:40,730 - mmseg - INFO - Iter [140800/160000] lr: 4.133e-06, eta: 3:20:55, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1391, decode.acc_seg: 93.9374, aux.loss_ce: 0.0912, aux.acc_seg: 90.8512, loss: 0.2303 2024-03-05 06:27:11,641 - mmseg - INFO - Iter [140850/160000] lr: 4.122e-06, eta: 3:20:24, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1440, decode.acc_seg: 93.7748, aux.loss_ce: 0.0920, aux.acc_seg: 90.7413, loss: 0.2360 2024-03-05 06:27:42,377 - mmseg - INFO - Iter [140900/160000] lr: 4.111e-06, eta: 3:19:52, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 93.9487, aux.loss_ce: 0.0892, aux.acc_seg: 91.1564, loss: 0.2278 2024-03-05 06:28:13,085 - mmseg - INFO - Iter [140950/160000] lr: 4.100e-06, eta: 3:19:21, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1415, decode.acc_seg: 93.8118, aux.loss_ce: 0.0925, aux.acc_seg: 90.7323, loss: 0.2340 2024-03-05 06:28:43,859 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:28:43,860 - mmseg - INFO - Iter [141000/160000] lr: 4.090e-06, eta: 3:18:49, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1414, decode.acc_seg: 93.7376, aux.loss_ce: 0.0911, aux.acc_seg: 90.7214, loss: 0.2325 2024-03-05 06:29:14,658 - mmseg - INFO - Iter [141050/160000] lr: 4.079e-06, eta: 3:18:18, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7173, aux.loss_ce: 0.0913, aux.acc_seg: 90.7162, loss: 0.2335 2024-03-05 06:29:45,220 - mmseg - INFO - Iter [141100/160000] lr: 4.068e-06, eta: 3:17:46, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1409, decode.acc_seg: 93.8449, aux.loss_ce: 0.0899, aux.acc_seg: 90.9613, loss: 0.2308 2024-03-05 06:30:15,892 - mmseg - INFO - Iter [141150/160000] lr: 4.057e-06, eta: 3:17:15, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1394, decode.acc_seg: 93.8567, aux.loss_ce: 0.0941, aux.acc_seg: 90.5411, loss: 0.2335 2024-03-05 06:30:46,668 - mmseg - INFO - Iter [141200/160000] lr: 4.047e-06, eta: 3:16:43, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1366, decode.acc_seg: 94.0040, aux.loss_ce: 0.0893, aux.acc_seg: 90.9646, loss: 0.2259 2024-03-05 06:31:17,404 - mmseg - INFO - Iter [141250/160000] lr: 4.036e-06, eta: 3:16:12, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1444, decode.acc_seg: 93.5765, aux.loss_ce: 0.0939, aux.acc_seg: 90.5858, loss: 0.2384 2024-03-05 06:31:47,966 - mmseg - INFO - Iter [141300/160000] lr: 4.025e-06, eta: 3:15:40, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1396, decode.acc_seg: 93.7678, aux.loss_ce: 0.0903, aux.acc_seg: 90.7727, loss: 0.2298 2024-03-05 06:32:18,868 - mmseg - INFO - Iter [141350/160000] lr: 4.014e-06, eta: 3:15:09, time: 0.618, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1388, decode.acc_seg: 93.8890, aux.loss_ce: 0.0900, aux.acc_seg: 90.8688, loss: 0.2289 2024-03-05 06:32:49,357 - mmseg - INFO - Iter [141400/160000] lr: 4.004e-06, eta: 3:14:37, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1456, decode.acc_seg: 93.7135, aux.loss_ce: 0.0959, aux.acc_seg: 90.5184, loss: 0.2415 2024-03-05 06:33:20,174 - mmseg - INFO - Iter [141450/160000] lr: 3.993e-06, eta: 3:14:06, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 93.8923, aux.loss_ce: 0.0928, aux.acc_seg: 90.6053, loss: 0.2301 2024-03-05 06:33:53,751 - mmseg - INFO - Iter [141500/160000] lr: 3.982e-06, eta: 3:13:35, time: 0.672, data_time: 0.063, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 93.9794, aux.loss_ce: 0.0905, aux.acc_seg: 91.0092, loss: 0.2279 2024-03-05 06:34:24,372 - mmseg - INFO - Iter [141550/160000] lr: 3.971e-06, eta: 3:13:03, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1405, decode.acc_seg: 93.9415, aux.loss_ce: 0.0883, aux.acc_seg: 91.3632, loss: 0.2287 2024-03-05 06:34:55,230 - mmseg - INFO - Iter [141600/160000] lr: 3.961e-06, eta: 3:12:32, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1303, decode.acc_seg: 94.1994, aux.loss_ce: 0.0841, aux.acc_seg: 91.3249, loss: 0.2144 2024-03-05 06:35:25,759 - mmseg - INFO - Iter [141650/160000] lr: 3.950e-06, eta: 3:12:00, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1366, decode.acc_seg: 93.7991, aux.loss_ce: 0.0898, aux.acc_seg: 90.6744, loss: 0.2264 2024-03-05 06:35:56,327 - mmseg - INFO - Iter [141700/160000] lr: 3.939e-06, eta: 3:11:29, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1442, decode.acc_seg: 93.8454, aux.loss_ce: 0.0937, aux.acc_seg: 90.8159, loss: 0.2379 2024-03-05 06:36:26,943 - mmseg - INFO - Iter [141750/160000] lr: 3.928e-06, eta: 3:10:57, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1433, decode.acc_seg: 93.7619, aux.loss_ce: 0.0922, aux.acc_seg: 90.9282, loss: 0.2354 2024-03-05 06:36:57,681 - mmseg - INFO - Iter [141800/160000] lr: 3.917e-06, eta: 3:10:26, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1394, decode.acc_seg: 93.7548, aux.loss_ce: 0.0912, aux.acc_seg: 90.6353, loss: 0.2306 2024-03-05 06:37:28,399 - mmseg - INFO - Iter [141850/160000] lr: 3.907e-06, eta: 3:09:54, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1304, decode.acc_seg: 94.2050, aux.loss_ce: 0.0889, aux.acc_seg: 91.0943, loss: 0.2193 2024-03-05 06:37:59,316 - mmseg - INFO - Iter [141900/160000] lr: 3.896e-06, eta: 3:09:23, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1411, decode.acc_seg: 93.7478, aux.loss_ce: 0.0899, aux.acc_seg: 91.0543, loss: 0.2310 2024-03-05 06:38:30,034 - mmseg - INFO - Iter [141950/160000] lr: 3.885e-06, eta: 3:08:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1452, decode.acc_seg: 93.7505, aux.loss_ce: 0.0933, aux.acc_seg: 90.7590, loss: 0.2385 2024-03-05 06:39:00,621 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:39:00,622 - mmseg - INFO - Iter [142000/160000] lr: 3.874e-06, eta: 3:08:20, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.2866, aux.loss_ce: 0.0885, aux.acc_seg: 91.3164, loss: 0.2220 2024-03-05 06:39:31,394 - mmseg - INFO - Iter [142050/160000] lr: 3.864e-06, eta: 3:07:48, time: 0.615, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1365, decode.acc_seg: 94.1104, aux.loss_ce: 0.0886, aux.acc_seg: 91.2819, loss: 0.2251 2024-03-05 06:40:02,099 - mmseg - INFO - Iter [142100/160000] lr: 3.853e-06, eta: 3:07:17, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1365, decode.acc_seg: 93.9546, aux.loss_ce: 0.0903, aux.acc_seg: 90.8925, loss: 0.2268 2024-03-05 06:40:32,781 - mmseg - INFO - Iter [142150/160000] lr: 3.842e-06, eta: 3:06:45, time: 0.614, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 93.8307, aux.loss_ce: 0.0923, aux.acc_seg: 90.5319, loss: 0.2296 2024-03-05 06:41:03,617 - mmseg - INFO - Iter [142200/160000] lr: 3.831e-06, eta: 3:06:14, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1446, decode.acc_seg: 93.7677, aux.loss_ce: 0.0968, aux.acc_seg: 90.4490, loss: 0.2414 2024-03-05 06:41:34,339 - mmseg - INFO - Iter [142250/160000] lr: 3.821e-06, eta: 3:05:42, time: 0.614, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 93.9691, aux.loss_ce: 0.0913, aux.acc_seg: 90.7950, loss: 0.2286 2024-03-05 06:42:05,126 - mmseg - INFO - Iter [142300/160000] lr: 3.810e-06, eta: 3:05:11, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 93.9368, aux.loss_ce: 0.0906, aux.acc_seg: 90.8908, loss: 0.2292 2024-03-05 06:42:35,937 - mmseg - INFO - Iter [142350/160000] lr: 3.799e-06, eta: 3:04:40, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1356, decode.acc_seg: 94.0580, aux.loss_ce: 0.0899, aux.acc_seg: 91.0749, loss: 0.2256 2024-03-05 06:43:06,619 - mmseg - INFO - Iter [142400/160000] lr: 3.788e-06, eta: 3:04:08, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1509, decode.acc_seg: 93.4374, aux.loss_ce: 0.0995, aux.acc_seg: 90.2187, loss: 0.2505 2024-03-05 06:43:37,317 - mmseg - INFO - Iter [142450/160000] lr: 3.778e-06, eta: 3:03:37, time: 0.614, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1459, decode.acc_seg: 93.4170, aux.loss_ce: 0.0950, aux.acc_seg: 90.2480, loss: 0.2409 2024-03-05 06:44:08,142 - mmseg - INFO - Iter [142500/160000] lr: 3.767e-06, eta: 3:03:05, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1351, decode.acc_seg: 94.0958, aux.loss_ce: 0.0901, aux.acc_seg: 90.9727, loss: 0.2252 2024-03-05 06:44:38,928 - mmseg - INFO - Iter [142550/160000] lr: 3.756e-06, eta: 3:02:34, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1414, decode.acc_seg: 93.7679, aux.loss_ce: 0.0903, aux.acc_seg: 90.8973, loss: 0.2317 2024-03-05 06:45:09,583 - mmseg - INFO - Iter [142600/160000] lr: 3.745e-06, eta: 3:02:02, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1436, decode.acc_seg: 93.8077, aux.loss_ce: 0.0961, aux.acc_seg: 90.6247, loss: 0.2398 2024-03-05 06:45:40,479 - mmseg - INFO - Iter [142650/160000] lr: 3.735e-06, eta: 3:01:31, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.9645, aux.loss_ce: 0.0918, aux.acc_seg: 91.1043, loss: 0.2340 2024-03-05 06:46:11,013 - mmseg - INFO - Iter [142700/160000] lr: 3.724e-06, eta: 3:00:59, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1405, decode.acc_seg: 93.8190, aux.loss_ce: 0.0911, aux.acc_seg: 90.7689, loss: 0.2316 2024-03-05 06:46:44,753 - mmseg - INFO - Iter [142750/160000] lr: 3.713e-06, eta: 3:00:28, time: 0.675, data_time: 0.055, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.7088, aux.loss_ce: 0.0920, aux.acc_seg: 90.7559, loss: 0.2355 2024-03-05 06:47:15,388 - mmseg - INFO - Iter [142800/160000] lr: 3.702e-06, eta: 2:59:57, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1390, decode.acc_seg: 93.9182, aux.loss_ce: 0.0894, aux.acc_seg: 91.1143, loss: 0.2284 2024-03-05 06:47:46,574 - mmseg - INFO - Iter [142850/160000] lr: 3.691e-06, eta: 2:59:25, time: 0.624, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1404, decode.acc_seg: 93.8290, aux.loss_ce: 0.0921, aux.acc_seg: 90.8239, loss: 0.2325 2024-03-05 06:48:17,566 - mmseg - INFO - Iter [142900/160000] lr: 3.681e-06, eta: 2:58:54, time: 0.620, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 93.9884, aux.loss_ce: 0.0886, aux.acc_seg: 91.0708, loss: 0.2255 2024-03-05 06:48:48,799 - mmseg - INFO - Iter [142950/160000] lr: 3.670e-06, eta: 2:58:22, time: 0.624, data_time: 0.017, memory: 7582, decode.loss_ce: 0.1436, decode.acc_seg: 93.6511, aux.loss_ce: 0.0945, aux.acc_seg: 90.4854, loss: 0.2381 2024-03-05 06:49:19,649 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:49:19,650 - mmseg - INFO - Iter [143000/160000] lr: 3.659e-06, eta: 2:57:51, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1424, decode.acc_seg: 93.6151, aux.loss_ce: 0.0936, aux.acc_seg: 90.6508, loss: 0.2360 2024-03-05 06:49:50,641 - mmseg - INFO - Iter [143050/160000] lr: 3.648e-06, eta: 2:57:20, time: 0.620, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1426, decode.acc_seg: 93.8074, aux.loss_ce: 0.0937, aux.acc_seg: 90.6165, loss: 0.2363 2024-03-05 06:50:21,505 - mmseg - INFO - Iter [143100/160000] lr: 3.638e-06, eta: 2:56:48, time: 0.617, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1349, decode.acc_seg: 93.9764, aux.loss_ce: 0.0887, aux.acc_seg: 90.9317, loss: 0.2236 2024-03-05 06:50:52,383 - mmseg - INFO - Iter [143150/160000] lr: 3.627e-06, eta: 2:56:17, time: 0.618, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1303, decode.acc_seg: 94.1223, aux.loss_ce: 0.0870, aux.acc_seg: 90.8866, loss: 0.2173 2024-03-05 06:51:23,209 - mmseg - INFO - Iter [143200/160000] lr: 3.616e-06, eta: 2:55:45, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1443, decode.acc_seg: 93.6968, aux.loss_ce: 0.0957, aux.acc_seg: 90.3462, loss: 0.2401 2024-03-05 06:51:54,057 - mmseg - INFO - Iter [143250/160000] lr: 3.605e-06, eta: 2:55:14, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1333, decode.acc_seg: 94.1183, aux.loss_ce: 0.0865, aux.acc_seg: 91.2784, loss: 0.2199 2024-03-05 06:52:25,190 - mmseg - INFO - Iter [143300/160000] lr: 3.595e-06, eta: 2:54:42, time: 0.623, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1495, decode.acc_seg: 93.6391, aux.loss_ce: 0.0915, aux.acc_seg: 90.7128, loss: 0.2410 2024-03-05 06:52:56,522 - mmseg - INFO - Iter [143350/160000] lr: 3.584e-06, eta: 2:54:11, time: 0.627, data_time: 0.018, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 93.9734, aux.loss_ce: 0.0903, aux.acc_seg: 90.9105, loss: 0.2277 2024-03-05 06:53:27,524 - mmseg - INFO - Iter [143400/160000] lr: 3.573e-06, eta: 2:53:39, time: 0.620, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1435, decode.acc_seg: 93.7311, aux.loss_ce: 0.0967, aux.acc_seg: 90.3445, loss: 0.2402 2024-03-05 06:53:58,369 - mmseg - INFO - Iter [143450/160000] lr: 3.562e-06, eta: 2:53:08, time: 0.617, data_time: 0.014, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.0685, aux.loss_ce: 0.0895, aux.acc_seg: 90.8702, loss: 0.2230 2024-03-05 06:54:28,932 - mmseg - INFO - Iter [143500/160000] lr: 3.552e-06, eta: 2:52:37, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1415, decode.acc_seg: 93.8953, aux.loss_ce: 0.0921, aux.acc_seg: 90.7535, loss: 0.2336 2024-03-05 06:54:59,684 - mmseg - INFO - Iter [143550/160000] lr: 3.541e-06, eta: 2:52:05, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1406, decode.acc_seg: 93.7405, aux.loss_ce: 0.0930, aux.acc_seg: 90.4190, loss: 0.2336 2024-03-05 06:55:30,348 - mmseg - INFO - Iter [143600/160000] lr: 3.530e-06, eta: 2:51:34, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1479, decode.acc_seg: 93.5762, aux.loss_ce: 0.1003, aux.acc_seg: 90.1463, loss: 0.2482 2024-03-05 06:56:01,163 - mmseg - INFO - Iter [143650/160000] lr: 3.519e-06, eta: 2:51:02, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1406, decode.acc_seg: 93.8919, aux.loss_ce: 0.0921, aux.acc_seg: 90.7138, loss: 0.2327 2024-03-05 06:56:31,911 - mmseg - INFO - Iter [143700/160000] lr: 3.509e-06, eta: 2:50:31, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1392, decode.acc_seg: 93.8587, aux.loss_ce: 0.0935, aux.acc_seg: 90.6887, loss: 0.2327 2024-03-05 06:57:02,512 - mmseg - INFO - Iter [143750/160000] lr: 3.498e-06, eta: 2:49:59, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1385, decode.acc_seg: 94.0153, aux.loss_ce: 0.0913, aux.acc_seg: 90.8919, loss: 0.2298 2024-03-05 06:57:33,049 - mmseg - INFO - Iter [143800/160000] lr: 3.487e-06, eta: 2:49:28, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1311, decode.acc_seg: 94.0649, aux.loss_ce: 0.0886, aux.acc_seg: 91.0813, loss: 0.2196 2024-03-05 06:58:03,962 - mmseg - INFO - Iter [143850/160000] lr: 3.476e-06, eta: 2:48:56, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1384, decode.acc_seg: 93.9226, aux.loss_ce: 0.0897, aux.acc_seg: 90.8721, loss: 0.2281 2024-03-05 06:58:34,812 - mmseg - INFO - Iter [143900/160000] lr: 3.465e-06, eta: 2:48:25, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1417, decode.acc_seg: 93.8593, aux.loss_ce: 0.0934, aux.acc_seg: 90.6696, loss: 0.2351 2024-03-05 06:59:05,641 - mmseg - INFO - Iter [143950/160000] lr: 3.455e-06, eta: 2:47:53, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1396, decode.acc_seg: 93.7443, aux.loss_ce: 0.0905, aux.acc_seg: 90.6835, loss: 0.2301 2024-03-05 06:59:39,322 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 06:59:39,322 - mmseg - INFO - Iter [144000/160000] lr: 3.444e-06, eta: 2:47:22, time: 0.674, data_time: 0.060, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.0223, aux.loss_ce: 0.0907, aux.acc_seg: 90.9037, loss: 0.2259 2024-03-05 07:02:10,690 - mmseg - INFO - per class results: 2024-03-05 07:02:10,698 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 77.28 | 89.02 | | building | 82.1 | 92.61 | | sky | 93.71 | 97.08 | | floor | 81.1 | 91.1 | | tree | 72.77 | 88.07 | | ceiling | 83.4 | 91.81 | | road | 83.58 | 91.9 | | bed | 89.48 | 96.01 | | windowpane | 62.34 | 78.92 | | grass | 68.3 | 83.77 | | cabinet | 58.74 | 71.12 | | sidewalk | 66.74 | 80.8 | | person | 81.65 | 93.12 | | earth | 35.67 | 49.7 | | door | 49.76 | 63.93 | | table | 62.89 | 78.3 | | mountain | 58.51 | 75.46 | | plant | 51.75 | 62.74 | | curtain | 75.19 | 84.72 | | chair | 59.83 | 72.42 | | car | 85.27 | 92.25 | | water | 46.82 | 61.91 | | painting | 73.48 | 88.02 | | sofa | 70.41 | 85.53 | | shelf | 43.95 | 64.86 | | house | 40.21 | 51.64 | | sea | 46.73 | 76.02 | | mirror | 64.94 | 70.29 | | rug | 54.36 | 62.84 | | field | 25.4 | 36.55 | | armchair | 47.15 | 62.29 | | seat | 64.71 | 82.4 | | fence | 40.93 | 52.01 | | desk | 53.7 | 73.16 | | rock | 40.13 | 60.8 | | wardrobe | 47.44 | 67.48 | | lamp | 64.71 | 75.93 | | bathtub | 78.25 | 82.85 | | railing | 36.23 | 48.33 | | cushion | 59.24 | 75.4 | | base | 29.29 | 38.67 | | box | 25.58 | 32.77 | | column | 43.68 | 55.04 | | signboard | 37.06 | 49.27 | | chest of drawers | 42.66 | 60.64 | | counter | 24.22 | 31.54 | | sand | 39.24 | 51.86 | | sink | 71.32 | 81.74 | | skyscraper | 51.86 | 62.47 | | fireplace | 72.81 | 85.06 | | refrigerator | 75.13 | 85.04 | | grandstand | 42.35 | 67.43 | | path | 21.37 | 31.45 | | stairs | 31.18 | 37.65 | | runway | 67.73 | 87.39 | | case | 51.81 | 61.21 | | pool table | 92.76 | 96.09 | | pillow | 59.83 | 68.82 | | screen door | 61.87 | 71.06 | | stairway | 30.6 | 36.38 | | river | 14.29 | 21.86 | | bridge | 56.68 | 63.74 | | bookcase | 44.49 | 61.32 | | blind | 46.32 | 50.56 | | coffee table | 60.62 | 81.91 | | toilet | 87.36 | 91.13 | | flower | 40.23 | 57.99 | | book | 49.93 | 69.58 | | hill | 4.88 | 6.52 | | bench | 44.63 | 52.37 | | countertop | 50.13 | 64.43 | | stove | 78.29 | 83.4 | | palm | 50.38 | 77.69 | | kitchen island | 35.12 | 56.73 | | computer | 60.92 | 70.48 | | swivel chair | 50.55 | 69.17 | | boat | 42.68 | 51.4 | | bar | 30.64 | 39.6 | | arcade machine | 51.85 | 55.12 | | hovel | 25.78 | 38.63 | | bus | 86.74 | 95.89 | | towel | 59.57 | 70.4 | | light | 54.45 | 62.65 | | truck | 19.42 | 26.67 | | tower | 16.71 | 20.81 | | chandelier | 67.36 | 83.73 | | awning | 23.08 | 25.86 | | streetlight | 26.62 | 33.55 | | booth | 49.98 | 55.06 | | television receiver | 71.68 | 80.93 | | airplane | 55.37 | 65.78 | | dirt track | 4.68 | 8.26 | | apparel | 37.34 | 54.69 | | pole | 24.66 | 36.68 | | land | 3.18 | 4.35 | | bannister | 12.64 | 15.45 | | escalator | 30.56 | 33.71 | | ottoman | 48.25 | 64.27 | | bottle | 35.74 | 59.96 | | buffet | 41.01 | 55.78 | | poster | 33.2 | 43.39 | | stage | 21.31 | 28.24 | | van | 44.62 | 58.64 | | ship | 59.18 | 83.64 | | fountain | 19.86 | 20.19 | | conveyer belt | 68.4 | 90.73 | | canopy | 24.79 | 31.23 | | washer | 69.41 | 70.3 | | plaything | 26.83 | 42.05 | | swimming pool | 51.35 | 73.52 | | stool | 43.88 | 52.47 | | barrel | 34.39 | 96.95 | | basket | 34.8 | 43.94 | | waterfall | 55.74 | 62.22 | | tent | 92.49 | 98.81 | | bag | 11.06 | 14.54 | | minibike | 69.09 | 86.67 | | cradle | 82.48 | 97.38 | | oven | 48.75 | 65.21 | | ball | 48.7 | 61.07 | | food | 57.17 | 69.55 | | step | 11.66 | 13.89 | | tank | 40.6 | 43.06 | | trade name | 27.61 | 32.38 | | microwave | 37.6 | 40.58 | | pot | 43.86 | 52.85 | | animal | 62.42 | 66.84 | | bicycle | 53.02 | 71.25 | | lake | 55.29 | 60.82 | | dishwasher | 67.52 | 76.93 | | screen | 65.35 | 77.44 | | blanket | 15.85 | 18.45 | | sculpture | 53.86 | 71.35 | | hood | 60.69 | 66.88 | | sconce | 46.36 | 56.1 | | vase | 42.37 | 57.8 | | traffic light | 32.3 | 51.47 | | tray | 11.14 | 19.36 | | ashcan | 38.37 | 54.42 | | fan | 61.31 | 75.81 | | pier | 43.45 | 52.09 | | crt screen | 0.19 | 0.47 | | plate | 49.74 | 64.62 | | monitor | 13.94 | 18.31 | | bulletin board | 41.95 | 53.78 | | shower | 0.52 | 0.53 | | radiator | 58.11 | 62.91 | | glass | 15.69 | 17.44 | | clock | 38.37 | 45.22 | | flag | 30.22 | 33.87 | +---------------------+-------+-------+ 2024-03-05 07:02:10,698 - mmseg - INFO - Summary: 2024-03-05 07:02:10,699 - mmseg - INFO - +------+-------+-------+ | aAcc | mIoU | mAcc | +------+-------+-------+ | 82.9 | 48.42 | 59.74 | +------+-------+-------+ 2024-03-05 07:02:10,709 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:02:10,710 - mmseg - INFO - Iter(val) [500] aAcc: 0.8290, mIoU: 0.4842, mAcc: 0.5974, IoU.wall: 0.7728, IoU.building: 0.8210, IoU.sky: 0.9371, IoU.floor: 0.8110, IoU.tree: 0.7277, IoU.ceiling: 0.8340, IoU.road: 0.8358, IoU.bed : 0.8948, IoU.windowpane: 0.6234, IoU.grass: 0.6830, IoU.cabinet: 0.5874, IoU.sidewalk: 0.6674, IoU.person: 0.8165, IoU.earth: 0.3567, IoU.door: 0.4976, IoU.table: 0.6289, IoU.mountain: 0.5851, IoU.plant: 0.5175, IoU.curtain: 0.7519, IoU.chair: 0.5983, IoU.car: 0.8527, IoU.water: 0.4682, IoU.painting: 0.7348, IoU.sofa: 0.7041, IoU.shelf: 0.4395, IoU.house: 0.4021, IoU.sea: 0.4673, IoU.mirror: 0.6494, IoU.rug: 0.5436, IoU.field: 0.2540, IoU.armchair: 0.4715, IoU.seat: 0.6471, IoU.fence: 0.4093, IoU.desk: 0.5370, IoU.rock: 0.4013, IoU.wardrobe: 0.4744, IoU.lamp: 0.6471, IoU.bathtub: 0.7825, IoU.railing: 0.3623, IoU.cushion: 0.5924, IoU.base: 0.2929, IoU.box: 0.2558, IoU.column: 0.4368, IoU.signboard: 0.3706, IoU.chest of drawers: 0.4266, IoU.counter: 0.2422, IoU.sand: 0.3924, IoU.sink: 0.7132, IoU.skyscraper: 0.5186, IoU.fireplace: 0.7281, IoU.refrigerator: 0.7513, IoU.grandstand: 0.4235, IoU.path: 0.2137, IoU.stairs: 0.3118, IoU.runway: 0.6773, IoU.case: 0.5181, IoU.pool table: 0.9276, IoU.pillow: 0.5983, IoU.screen door: 0.6187, IoU.stairway: 0.3060, IoU.river: 0.1429, IoU.bridge: 0.5668, IoU.bookcase: 0.4449, IoU.blind: 0.4632, IoU.coffee table: 0.6062, IoU.toilet: 0.8736, IoU.flower: 0.4023, IoU.book: 0.4993, IoU.hill: 0.0488, IoU.bench: 0.4463, IoU.countertop: 0.5013, IoU.stove: 0.7829, IoU.palm: 0.5038, IoU.kitchen island: 0.3512, IoU.computer: 0.6092, IoU.swivel chair: 0.5055, IoU.boat: 0.4268, IoU.bar: 0.3064, IoU.arcade machine: 0.5185, IoU.hovel: 0.2578, IoU.bus: 0.8674, IoU.towel: 0.5957, IoU.light: 0.5445, IoU.truck: 0.1942, IoU.tower: 0.1671, IoU.chandelier: 0.6736, IoU.awning: 0.2308, IoU.streetlight: 0.2662, IoU.booth: 0.4998, IoU.television receiver: 0.7168, IoU.airplane: 0.5537, IoU.dirt track: 0.0468, IoU.apparel: 0.3734, IoU.pole: 0.2466, IoU.land: 0.0318, IoU.bannister: 0.1264, IoU.escalator: 0.3056, IoU.ottoman: 0.4825, IoU.bottle: 0.3574, IoU.buffet: 0.4101, IoU.poster: 0.3320, IoU.stage: 0.2131, IoU.van: 0.4462, IoU.ship: 0.5918, IoU.fountain: 0.1986, IoU.conveyer belt: 0.6840, IoU.canopy: 0.2479, IoU.washer: 0.6941, IoU.plaything: 0.2683, IoU.swimming pool: 0.5135, IoU.stool: 0.4388, IoU.barrel: 0.3439, IoU.basket: 0.3480, IoU.waterfall: 0.5574, IoU.tent: 0.9249, IoU.bag: 0.1106, IoU.minibike: 0.6909, IoU.cradle: 0.8248, IoU.oven: 0.4875, IoU.ball: 0.4870, IoU.food: 0.5717, IoU.step: 0.1166, IoU.tank: 0.4060, IoU.trade name: 0.2761, IoU.microwave: 0.3760, IoU.pot: 0.4386, IoU.animal: 0.6242, IoU.bicycle: 0.5302, IoU.lake: 0.5529, IoU.dishwasher: 0.6752, IoU.screen: 0.6535, IoU.blanket: 0.1585, IoU.sculpture: 0.5386, IoU.hood: 0.6069, IoU.sconce: 0.4636, IoU.vase: 0.4237, IoU.traffic light: 0.3230, IoU.tray: 0.1114, IoU.ashcan: 0.3837, IoU.fan: 0.6131, IoU.pier: 0.4345, IoU.crt screen: 0.0019, IoU.plate: 0.4974, IoU.monitor: 0.1394, IoU.bulletin board: 0.4195, IoU.shower: 0.0052, IoU.radiator: 0.5811, IoU.glass: 0.1569, IoU.clock: 0.3837, IoU.flag: 0.3022, Acc.wall: 0.8902, Acc.building: 0.9261, Acc.sky: 0.9708, Acc.floor: 0.9110, Acc.tree: 0.8807, Acc.ceiling: 0.9181, Acc.road: 0.9190, Acc.bed : 0.9601, Acc.windowpane: 0.7892, Acc.grass: 0.8377, Acc.cabinet: 0.7112, Acc.sidewalk: 0.8080, Acc.person: 0.9312, Acc.earth: 0.4970, Acc.door: 0.6393, Acc.table: 0.7830, Acc.mountain: 0.7546, Acc.plant: 0.6274, Acc.curtain: 0.8472, Acc.chair: 0.7242, Acc.car: 0.9225, Acc.water: 0.6191, Acc.painting: 0.8802, Acc.sofa: 0.8553, Acc.shelf: 0.6486, Acc.house: 0.5164, Acc.sea: 0.7602, Acc.mirror: 0.7029, Acc.rug: 0.6284, Acc.field: 0.3655, Acc.armchair: 0.6229, Acc.seat: 0.8240, Acc.fence: 0.5201, Acc.desk: 0.7316, Acc.rock: 0.6080, Acc.wardrobe: 0.6748, Acc.lamp: 0.7593, Acc.bathtub: 0.8285, Acc.railing: 0.4833, Acc.cushion: 0.7540, Acc.base: 0.3867, Acc.box: 0.3277, Acc.column: 0.5504, Acc.signboard: 0.4927, Acc.chest of drawers: 0.6064, Acc.counter: 0.3154, Acc.sand: 0.5186, Acc.sink: 0.8174, Acc.skyscraper: 0.6247, Acc.fireplace: 0.8506, Acc.refrigerator: 0.8504, Acc.grandstand: 0.6743, Acc.path: 0.3145, Acc.stairs: 0.3765, Acc.runway: 0.8739, Acc.case: 0.6121, Acc.pool table: 0.9609, Acc.pillow: 0.6882, Acc.screen door: 0.7106, Acc.stairway: 0.3638, Acc.river: 0.2186, Acc.bridge: 0.6374, Acc.bookcase: 0.6132, Acc.blind: 0.5056, Acc.coffee table: 0.8191, Acc.toilet: 0.9113, Acc.flower: 0.5799, Acc.book: 0.6958, Acc.hill: 0.0652, Acc.bench: 0.5237, Acc.countertop: 0.6443, Acc.stove: 0.8340, Acc.palm: 0.7769, Acc.kitchen island: 0.5673, Acc.computer: 0.7048, Acc.swivel chair: 0.6917, Acc.boat: 0.5140, Acc.bar: 0.3960, Acc.arcade machine: 0.5512, Acc.hovel: 0.3863, Acc.bus: 0.9589, Acc.towel: 0.7040, Acc.light: 0.6265, Acc.truck: 0.2667, Acc.tower: 0.2081, Acc.chandelier: 0.8373, Acc.awning: 0.2586, Acc.streetlight: 0.3355, Acc.booth: 0.5506, Acc.television receiver: 0.8093, Acc.airplane: 0.6578, Acc.dirt track: 0.0826, Acc.apparel: 0.5469, Acc.pole: 0.3668, Acc.land: 0.0435, Acc.bannister: 0.1545, Acc.escalator: 0.3371, Acc.ottoman: 0.6427, Acc.bottle: 0.5996, Acc.buffet: 0.5578, Acc.poster: 0.4339, Acc.stage: 0.2824, Acc.van: 0.5864, Acc.ship: 0.8364, Acc.fountain: 0.2019, Acc.conveyer belt: 0.9073, Acc.canopy: 0.3123, Acc.washer: 0.7030, Acc.plaything: 0.4205, Acc.swimming pool: 0.7352, Acc.stool: 0.5247, Acc.barrel: 0.9695, Acc.basket: 0.4394, Acc.waterfall: 0.6222, Acc.tent: 0.9881, Acc.bag: 0.1454, Acc.minibike: 0.8667, Acc.cradle: 0.9738, Acc.oven: 0.6521, Acc.ball: 0.6107, Acc.food: 0.6955, Acc.step: 0.1389, Acc.tank: 0.4306, Acc.trade name: 0.3238, Acc.microwave: 0.4058, Acc.pot: 0.5285, Acc.animal: 0.6684, Acc.bicycle: 0.7125, Acc.lake: 0.6082, Acc.dishwasher: 0.7693, Acc.screen: 0.7744, Acc.blanket: 0.1845, Acc.sculpture: 0.7135, Acc.hood: 0.6688, Acc.sconce: 0.5610, Acc.vase: 0.5780, Acc.traffic light: 0.5147, Acc.tray: 0.1936, Acc.ashcan: 0.5442, Acc.fan: 0.7581, Acc.pier: 0.5209, Acc.crt screen: 0.0047, Acc.plate: 0.6462, Acc.monitor: 0.1831, Acc.bulletin board: 0.5378, Acc.shower: 0.0053, Acc.radiator: 0.6291, Acc.glass: 0.1744, Acc.clock: 0.4522, Acc.flag: 0.3387 2024-03-05 07:02:41,429 - mmseg - INFO - Iter [144050/160000] lr: 3.433e-06, eta: 2:47:08, time: 3.642, data_time: 3.036, memory: 7582, decode.loss_ce: 0.1415, decode.acc_seg: 93.8126, aux.loss_ce: 0.0925, aux.acc_seg: 90.7775, loss: 0.2340 2024-03-05 07:03:12,167 - mmseg - INFO - Iter [144100/160000] lr: 3.422e-06, eta: 2:46:36, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 94.0256, aux.loss_ce: 0.0915, aux.acc_seg: 90.8330, loss: 0.2275 2024-03-05 07:03:42,924 - mmseg - INFO - Iter [144150/160000] lr: 3.412e-06, eta: 2:46:05, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1368, decode.acc_seg: 94.0607, aux.loss_ce: 0.0912, aux.acc_seg: 90.8729, loss: 0.2280 2024-03-05 07:04:13,517 - mmseg - INFO - Iter [144200/160000] lr: 3.401e-06, eta: 2:45:33, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1418, decode.acc_seg: 93.7861, aux.loss_ce: 0.0916, aux.acc_seg: 90.7798, loss: 0.2334 2024-03-05 07:04:44,168 - mmseg - INFO - Iter [144250/160000] lr: 3.390e-06, eta: 2:45:02, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1368, decode.acc_seg: 93.8255, aux.loss_ce: 0.0913, aux.acc_seg: 90.4999, loss: 0.2281 2024-03-05 07:05:14,729 - mmseg - INFO - Iter [144300/160000] lr: 3.379e-06, eta: 2:44:30, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1355, decode.acc_seg: 94.1143, aux.loss_ce: 0.0921, aux.acc_seg: 90.7936, loss: 0.2277 2024-03-05 07:05:45,529 - mmseg - INFO - Iter [144350/160000] lr: 3.369e-06, eta: 2:43:59, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1385, decode.acc_seg: 93.8999, aux.loss_ce: 0.0927, aux.acc_seg: 90.6700, loss: 0.2312 2024-03-05 07:06:16,052 - mmseg - INFO - Iter [144400/160000] lr: 3.358e-06, eta: 2:43:27, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1346, decode.acc_seg: 94.1168, aux.loss_ce: 0.0890, aux.acc_seg: 91.0302, loss: 0.2235 2024-03-05 07:06:46,849 - mmseg - INFO - Iter [144450/160000] lr: 3.347e-06, eta: 2:42:55, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1327, decode.acc_seg: 94.0321, aux.loss_ce: 0.0866, aux.acc_seg: 90.9879, loss: 0.2193 2024-03-05 07:07:17,388 - mmseg - INFO - Iter [144500/160000] lr: 3.336e-06, eta: 2:42:24, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1321, decode.acc_seg: 94.1765, aux.loss_ce: 0.0852, aux.acc_seg: 91.4008, loss: 0.2173 2024-03-05 07:07:47,844 - mmseg - INFO - Iter [144550/160000] lr: 3.326e-06, eta: 2:41:52, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1357, decode.acc_seg: 93.9988, aux.loss_ce: 0.0915, aux.acc_seg: 90.6250, loss: 0.2272 2024-03-05 07:08:18,621 - mmseg - INFO - Iter [144600/160000] lr: 3.315e-06, eta: 2:41:21, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1350, decode.acc_seg: 94.0550, aux.loss_ce: 0.0877, aux.acc_seg: 91.1039, loss: 0.2227 2024-03-05 07:08:49,278 - mmseg - INFO - Iter [144650/160000] lr: 3.304e-06, eta: 2:40:49, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.0377, aux.loss_ce: 0.0885, aux.acc_seg: 91.0394, loss: 0.2237 2024-03-05 07:09:20,050 - mmseg - INFO - Iter [144700/160000] lr: 3.293e-06, eta: 2:40:18, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1432, decode.acc_seg: 93.7907, aux.loss_ce: 0.0961, aux.acc_seg: 90.4842, loss: 0.2392 2024-03-05 07:09:50,663 - mmseg - INFO - Iter [144750/160000] lr: 3.283e-06, eta: 2:39:46, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1448, decode.acc_seg: 93.6132, aux.loss_ce: 0.0937, aux.acc_seg: 90.5537, loss: 0.2385 2024-03-05 07:10:21,418 - mmseg - INFO - Iter [144800/160000] lr: 3.272e-06, eta: 2:39:15, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1382, decode.acc_seg: 93.9736, aux.loss_ce: 0.0873, aux.acc_seg: 91.1255, loss: 0.2254 2024-03-05 07:10:52,070 - mmseg - INFO - Iter [144850/160000] lr: 3.261e-06, eta: 2:38:43, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1390, decode.acc_seg: 93.9584, aux.loss_ce: 0.0915, aux.acc_seg: 90.9420, loss: 0.2305 2024-03-05 07:11:22,760 - mmseg - INFO - Iter [144900/160000] lr: 3.250e-06, eta: 2:38:12, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1393, decode.acc_seg: 93.9269, aux.loss_ce: 0.0889, aux.acc_seg: 91.0395, loss: 0.2282 2024-03-05 07:11:53,381 - mmseg - INFO - Iter [144950/160000] lr: 3.239e-06, eta: 2:37:40, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1336, decode.acc_seg: 94.0291, aux.loss_ce: 0.0859, aux.acc_seg: 91.0746, loss: 0.2194 2024-03-05 07:12:24,189 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:12:24,190 - mmseg - INFO - Iter [145000/160000] lr: 3.229e-06, eta: 2:37:09, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1409, decode.acc_seg: 93.9099, aux.loss_ce: 0.0953, aux.acc_seg: 90.5053, loss: 0.2362 2024-03-05 07:12:54,833 - mmseg - INFO - Iter [145050/160000] lr: 3.218e-06, eta: 2:36:37, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0094, aux.loss_ce: 0.0871, aux.acc_seg: 91.0895, loss: 0.2219 2024-03-05 07:13:25,585 - mmseg - INFO - Iter [145100/160000] lr: 3.207e-06, eta: 2:36:06, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1312, decode.acc_seg: 94.2745, aux.loss_ce: 0.0896, aux.acc_seg: 91.1173, loss: 0.2209 2024-03-05 07:13:56,238 - mmseg - INFO - Iter [145150/160000] lr: 3.196e-06, eta: 2:35:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1322, decode.acc_seg: 94.1156, aux.loss_ce: 0.0877, aux.acc_seg: 91.1609, loss: 0.2199 2024-03-05 07:14:27,027 - mmseg - INFO - Iter [145200/160000] lr: 3.186e-06, eta: 2:35:03, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1466, decode.acc_seg: 93.6832, aux.loss_ce: 0.0939, aux.acc_seg: 90.8104, loss: 0.2405 2024-03-05 07:15:00,657 - mmseg - INFO - Iter [145250/160000] lr: 3.175e-06, eta: 2:34:32, time: 0.673, data_time: 0.069, memory: 7582, decode.loss_ce: 0.1472, decode.acc_seg: 93.5535, aux.loss_ce: 0.0948, aux.acc_seg: 90.5889, loss: 0.2420 2024-03-05 07:15:31,237 - mmseg - INFO - Iter [145300/160000] lr: 3.164e-06, eta: 2:34:00, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.9597, aux.loss_ce: 0.0888, aux.acc_seg: 91.0222, loss: 0.2259 2024-03-05 07:16:01,978 - mmseg - INFO - Iter [145350/160000] lr: 3.153e-06, eta: 2:33:29, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 93.9777, aux.loss_ce: 0.0887, aux.acc_seg: 90.9248, loss: 0.2247 2024-03-05 07:16:32,822 - mmseg - INFO - Iter [145400/160000] lr: 3.143e-06, eta: 2:32:57, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1330, decode.acc_seg: 94.1525, aux.loss_ce: 0.0873, aux.acc_seg: 91.1546, loss: 0.2204 2024-03-05 07:17:03,777 - mmseg - INFO - Iter [145450/160000] lr: 3.132e-06, eta: 2:32:26, time: 0.619, data_time: 0.016, memory: 7582, decode.loss_ce: 0.1402, decode.acc_seg: 93.9350, aux.loss_ce: 0.0927, aux.acc_seg: 90.9827, loss: 0.2329 2024-03-05 07:17:34,485 - mmseg - INFO - Iter [145500/160000] lr: 3.121e-06, eta: 2:31:54, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 93.9079, aux.loss_ce: 0.0904, aux.acc_seg: 90.9450, loss: 0.2276 2024-03-05 07:18:05,236 - mmseg - INFO - Iter [145550/160000] lr: 3.110e-06, eta: 2:31:23, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1310, decode.acc_seg: 94.2485, aux.loss_ce: 0.0851, aux.acc_seg: 91.4210, loss: 0.2161 2024-03-05 07:18:35,843 - mmseg - INFO - Iter [145600/160000] lr: 3.100e-06, eta: 2:30:51, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1429, decode.acc_seg: 93.6784, aux.loss_ce: 0.0897, aux.acc_seg: 90.9320, loss: 0.2326 2024-03-05 07:19:06,654 - mmseg - INFO - Iter [145650/160000] lr: 3.089e-06, eta: 2:30:20, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1414, decode.acc_seg: 93.7730, aux.loss_ce: 0.0915, aux.acc_seg: 90.7842, loss: 0.2330 2024-03-05 07:19:37,229 - mmseg - INFO - Iter [145700/160000] lr: 3.078e-06, eta: 2:29:48, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1354, decode.acc_seg: 93.8424, aux.loss_ce: 0.0903, aux.acc_seg: 90.7424, loss: 0.2257 2024-03-05 07:20:07,960 - mmseg - INFO - Iter [145750/160000] lr: 3.067e-06, eta: 2:29:17, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1364, decode.acc_seg: 93.9102, aux.loss_ce: 0.0913, aux.acc_seg: 90.7014, loss: 0.2276 2024-03-05 07:20:38,563 - mmseg - INFO - Iter [145800/160000] lr: 3.057e-06, eta: 2:28:45, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1412, decode.acc_seg: 93.8652, aux.loss_ce: 0.0918, aux.acc_seg: 90.8299, loss: 0.2330 2024-03-05 07:21:09,467 - mmseg - INFO - Iter [145850/160000] lr: 3.046e-06, eta: 2:28:14, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1359, decode.acc_seg: 94.0550, aux.loss_ce: 0.0883, aux.acc_seg: 91.1709, loss: 0.2242 2024-03-05 07:21:40,117 - mmseg - INFO - Iter [145900/160000] lr: 3.035e-06, eta: 2:27:42, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1423, decode.acc_seg: 93.6882, aux.loss_ce: 0.0916, aux.acc_seg: 90.6513, loss: 0.2339 2024-03-05 07:22:10,805 - mmseg - INFO - Iter [145950/160000] lr: 3.024e-06, eta: 2:27:11, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1330, decode.acc_seg: 94.2111, aux.loss_ce: 0.0841, aux.acc_seg: 91.5168, loss: 0.2171 2024-03-05 07:22:41,504 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:22:41,505 - mmseg - INFO - Iter [146000/160000] lr: 3.013e-06, eta: 2:26:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1488, decode.acc_seg: 93.4435, aux.loss_ce: 0.0984, aux.acc_seg: 90.1274, loss: 0.2472 2024-03-05 07:23:12,122 - mmseg - INFO - Iter [146050/160000] lr: 3.003e-06, eta: 2:26:08, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 94.0230, aux.loss_ce: 0.0904, aux.acc_seg: 90.8972, loss: 0.2274 2024-03-05 07:23:42,809 - mmseg - INFO - Iter [146100/160000] lr: 2.992e-06, eta: 2:25:36, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1407, decode.acc_seg: 93.9017, aux.loss_ce: 0.0941, aux.acc_seg: 90.6846, loss: 0.2348 2024-03-05 07:24:13,602 - mmseg - INFO - Iter [146150/160000] lr: 2.981e-06, eta: 2:25:05, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 94.0489, aux.loss_ce: 0.0889, aux.acc_seg: 91.0930, loss: 0.2249 2024-03-05 07:24:44,440 - mmseg - INFO - Iter [146200/160000] lr: 2.970e-06, eta: 2:24:33, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1418, decode.acc_seg: 93.8059, aux.loss_ce: 0.0894, aux.acc_seg: 90.9931, loss: 0.2312 2024-03-05 07:25:15,089 - mmseg - INFO - Iter [146250/160000] lr: 2.960e-06, eta: 2:24:02, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1382, decode.acc_seg: 93.8856, aux.loss_ce: 0.0921, aux.acc_seg: 90.7007, loss: 0.2303 2024-03-05 07:25:45,818 - mmseg - INFO - Iter [146300/160000] lr: 2.949e-06, eta: 2:23:30, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1366, decode.acc_seg: 94.0692, aux.loss_ce: 0.0897, aux.acc_seg: 91.0785, loss: 0.2263 2024-03-05 07:26:16,715 - mmseg - INFO - Iter [146350/160000] lr: 2.938e-06, eta: 2:22:59, time: 0.618, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1384, decode.acc_seg: 93.8290, aux.loss_ce: 0.0915, aux.acc_seg: 90.7423, loss: 0.2299 2024-03-05 07:26:47,313 - mmseg - INFO - Iter [146400/160000] lr: 2.927e-06, eta: 2:22:27, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 94.0125, aux.loss_ce: 0.0884, aux.acc_seg: 91.0722, loss: 0.2244 2024-03-05 07:27:17,776 - mmseg - INFO - Iter [146450/160000] lr: 2.917e-06, eta: 2:21:56, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1340, decode.acc_seg: 94.1871, aux.loss_ce: 0.0850, aux.acc_seg: 91.5192, loss: 0.2190 2024-03-05 07:27:48,430 - mmseg - INFO - Iter [146500/160000] lr: 2.906e-06, eta: 2:21:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1444, decode.acc_seg: 93.7169, aux.loss_ce: 0.0980, aux.acc_seg: 90.2661, loss: 0.2423 2024-03-05 07:28:22,134 - mmseg - INFO - Iter [146550/160000] lr: 2.895e-06, eta: 2:20:53, time: 0.674, data_time: 0.059, memory: 7582, decode.loss_ce: 0.1307, decode.acc_seg: 94.1164, aux.loss_ce: 0.0858, aux.acc_seg: 91.2536, loss: 0.2166 2024-03-05 07:28:52,866 - mmseg - INFO - Iter [146600/160000] lr: 2.884e-06, eta: 2:20:21, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1372, decode.acc_seg: 94.1132, aux.loss_ce: 0.0901, aux.acc_seg: 91.1467, loss: 0.2272 2024-03-05 07:29:23,554 - mmseg - INFO - Iter [146650/160000] lr: 2.874e-06, eta: 2:19:50, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1347, decode.acc_seg: 94.0778, aux.loss_ce: 0.0876, aux.acc_seg: 91.0787, loss: 0.2223 2024-03-05 07:29:54,215 - mmseg - INFO - Iter [146700/160000] lr: 2.863e-06, eta: 2:19:18, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1338, decode.acc_seg: 93.9347, aux.loss_ce: 0.0893, aux.acc_seg: 90.7808, loss: 0.2231 2024-03-05 07:30:24,898 - mmseg - INFO - Iter [146750/160000] lr: 2.852e-06, eta: 2:18:47, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1403, decode.acc_seg: 93.7342, aux.loss_ce: 0.0923, aux.acc_seg: 90.6545, loss: 0.2326 2024-03-05 07:30:55,713 - mmseg - INFO - Iter [146800/160000] lr: 2.841e-06, eta: 2:18:16, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1389, decode.acc_seg: 93.9151, aux.loss_ce: 0.0901, aux.acc_seg: 90.9191, loss: 0.2290 2024-03-05 07:31:26,280 - mmseg - INFO - Iter [146850/160000] lr: 2.831e-06, eta: 2:17:44, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1329, decode.acc_seg: 94.1139, aux.loss_ce: 0.0887, aux.acc_seg: 90.9627, loss: 0.2216 2024-03-05 07:31:56,993 - mmseg - INFO - Iter [146900/160000] lr: 2.820e-06, eta: 2:17:13, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.9727, aux.loss_ce: 0.0914, aux.acc_seg: 90.8329, loss: 0.2285 2024-03-05 07:32:27,700 - mmseg - INFO - Iter [146950/160000] lr: 2.809e-06, eta: 2:16:41, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1346, decode.acc_seg: 94.0053, aux.loss_ce: 0.0866, aux.acc_seg: 91.0385, loss: 0.2212 2024-03-05 07:32:58,680 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:32:58,680 - mmseg - INFO - Iter [147000/160000] lr: 2.798e-06, eta: 2:16:10, time: 0.620, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1296, decode.acc_seg: 94.2141, aux.loss_ce: 0.0851, aux.acc_seg: 91.3343, loss: 0.2147 2024-03-05 07:33:29,350 - mmseg - INFO - Iter [147050/160000] lr: 2.787e-06, eta: 2:15:38, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 93.7532, aux.loss_ce: 0.0902, aux.acc_seg: 90.6801, loss: 0.2276 2024-03-05 07:34:00,043 - mmseg - INFO - Iter [147100/160000] lr: 2.777e-06, eta: 2:15:07, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1344, decode.acc_seg: 94.1145, aux.loss_ce: 0.0883, aux.acc_seg: 91.1431, loss: 0.2226 2024-03-05 07:34:30,775 - mmseg - INFO - Iter [147150/160000] lr: 2.766e-06, eta: 2:14:35, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 94.0158, aux.loss_ce: 0.0891, aux.acc_seg: 91.0584, loss: 0.2265 2024-03-05 07:35:01,467 - mmseg - INFO - Iter [147200/160000] lr: 2.755e-06, eta: 2:14:04, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1320, decode.acc_seg: 94.1863, aux.loss_ce: 0.0865, aux.acc_seg: 91.4283, loss: 0.2184 2024-03-05 07:35:31,971 - mmseg - INFO - Iter [147250/160000] lr: 2.744e-06, eta: 2:13:32, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.1242, aux.loss_ce: 0.0905, aux.acc_seg: 90.9359, loss: 0.2252 2024-03-05 07:36:02,516 - mmseg - INFO - Iter [147300/160000] lr: 2.734e-06, eta: 2:13:01, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1457, decode.acc_seg: 93.5783, aux.loss_ce: 0.0940, aux.acc_seg: 90.5356, loss: 0.2397 2024-03-05 07:36:33,199 - mmseg - INFO - Iter [147350/160000] lr: 2.723e-06, eta: 2:12:29, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.1641, aux.loss_ce: 0.0874, aux.acc_seg: 91.2597, loss: 0.2222 2024-03-05 07:37:03,886 - mmseg - INFO - Iter [147400/160000] lr: 2.712e-06, eta: 2:11:58, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1299, decode.acc_seg: 94.2832, aux.loss_ce: 0.0882, aux.acc_seg: 91.0102, loss: 0.2181 2024-03-05 07:37:34,652 - mmseg - INFO - Iter [147450/160000] lr: 2.701e-06, eta: 2:11:26, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1495, decode.acc_seg: 93.4406, aux.loss_ce: 0.0950, aux.acc_seg: 90.5033, loss: 0.2445 2024-03-05 07:38:05,160 - mmseg - INFO - Iter [147500/160000] lr: 2.691e-06, eta: 2:10:55, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1331, decode.acc_seg: 94.0473, aux.loss_ce: 0.0870, aux.acc_seg: 91.1521, loss: 0.2200 2024-03-05 07:38:35,695 - mmseg - INFO - Iter [147550/160000] lr: 2.680e-06, eta: 2:10:23, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.1533, aux.loss_ce: 0.0864, aux.acc_seg: 91.3246, loss: 0.2181 2024-03-05 07:39:06,390 - mmseg - INFO - Iter [147600/160000] lr: 2.669e-06, eta: 2:09:52, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1340, decode.acc_seg: 94.2342, aux.loss_ce: 0.0883, aux.acc_seg: 91.0344, loss: 0.2223 2024-03-05 07:39:37,216 - mmseg - INFO - Iter [147650/160000] lr: 2.658e-06, eta: 2:09:20, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 94.0970, aux.loss_ce: 0.0905, aux.acc_seg: 90.9770, loss: 0.2272 2024-03-05 07:40:08,050 - mmseg - INFO - Iter [147700/160000] lr: 2.648e-06, eta: 2:08:49, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1324, decode.acc_seg: 94.0497, aux.loss_ce: 0.0874, aux.acc_seg: 91.1553, loss: 0.2198 2024-03-05 07:40:38,722 - mmseg - INFO - Iter [147750/160000] lr: 2.637e-06, eta: 2:08:17, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1384, decode.acc_seg: 93.8703, aux.loss_ce: 0.0919, aux.acc_seg: 90.6489, loss: 0.2303 2024-03-05 07:41:12,528 - mmseg - INFO - Iter [147800/160000] lr: 2.626e-06, eta: 2:07:46, time: 0.676, data_time: 0.071, memory: 7582, decode.loss_ce: 0.1489, decode.acc_seg: 93.4672, aux.loss_ce: 0.0950, aux.acc_seg: 90.4155, loss: 0.2439 2024-03-05 07:41:43,303 - mmseg - INFO - Iter [147850/160000] lr: 2.615e-06, eta: 2:07:15, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.1655, aux.loss_ce: 0.0895, aux.acc_seg: 91.0596, loss: 0.2230 2024-03-05 07:42:14,037 - mmseg - INFO - Iter [147900/160000] lr: 2.605e-06, eta: 2:06:43, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1378, decode.acc_seg: 94.0029, aux.loss_ce: 0.0902, aux.acc_seg: 90.9906, loss: 0.2281 2024-03-05 07:42:44,507 - mmseg - INFO - Iter [147950/160000] lr: 2.594e-06, eta: 2:06:12, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1340, decode.acc_seg: 94.0456, aux.loss_ce: 0.0910, aux.acc_seg: 90.8089, loss: 0.2250 2024-03-05 07:43:14,840 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:43:14,840 - mmseg - INFO - Iter [148000/160000] lr: 2.583e-06, eta: 2:05:40, time: 0.607, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1345, decode.acc_seg: 94.2225, aux.loss_ce: 0.0868, aux.acc_seg: 91.4219, loss: 0.2213 2024-03-05 07:43:45,359 - mmseg - INFO - Iter [148050/160000] lr: 2.572e-06, eta: 2:05:09, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1313, decode.acc_seg: 94.1435, aux.loss_ce: 0.0899, aux.acc_seg: 90.9164, loss: 0.2212 2024-03-05 07:44:16,299 - mmseg - INFO - Iter [148100/160000] lr: 2.561e-06, eta: 2:04:37, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1279, decode.acc_seg: 94.2605, aux.loss_ce: 0.0846, aux.acc_seg: 91.3046, loss: 0.2125 2024-03-05 07:44:46,959 - mmseg - INFO - Iter [148150/160000] lr: 2.551e-06, eta: 2:04:06, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1401, decode.acc_seg: 93.7950, aux.loss_ce: 0.0893, aux.acc_seg: 90.8974, loss: 0.2294 2024-03-05 07:45:17,587 - mmseg - INFO - Iter [148200/160000] lr: 2.540e-06, eta: 2:03:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1407, decode.acc_seg: 93.8262, aux.loss_ce: 0.0885, aux.acc_seg: 91.1187, loss: 0.2292 2024-03-05 07:45:48,265 - mmseg - INFO - Iter [148250/160000] lr: 2.529e-06, eta: 2:03:03, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1462, decode.acc_seg: 93.5779, aux.loss_ce: 0.0956, aux.acc_seg: 90.3481, loss: 0.2417 2024-03-05 07:46:19,112 - mmseg - INFO - Iter [148300/160000] lr: 2.518e-06, eta: 2:02:31, time: 0.617, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1298, decode.acc_seg: 94.2679, aux.loss_ce: 0.0838, aux.acc_seg: 91.6747, loss: 0.2136 2024-03-05 07:46:49,718 - mmseg - INFO - Iter [148350/160000] lr: 2.508e-06, eta: 2:02:00, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1384, decode.acc_seg: 93.9254, aux.loss_ce: 0.0908, aux.acc_seg: 90.8763, loss: 0.2291 2024-03-05 07:47:20,512 - mmseg - INFO - Iter [148400/160000] lr: 2.497e-06, eta: 2:01:28, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1424, decode.acc_seg: 93.8710, aux.loss_ce: 0.0952, aux.acc_seg: 90.6427, loss: 0.2376 2024-03-05 07:47:51,273 - mmseg - INFO - Iter [148450/160000] lr: 2.486e-06, eta: 2:00:57, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1462, decode.acc_seg: 93.6757, aux.loss_ce: 0.0950, aux.acc_seg: 90.6224, loss: 0.2413 2024-03-05 07:48:22,240 - mmseg - INFO - Iter [148500/160000] lr: 2.475e-06, eta: 2:00:25, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.2355, aux.loss_ce: 0.0889, aux.acc_seg: 91.2234, loss: 0.2231 2024-03-05 07:48:53,007 - mmseg - INFO - Iter [148550/160000] lr: 2.465e-06, eta: 1:59:54, time: 0.616, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1317, decode.acc_seg: 94.2106, aux.loss_ce: 0.0834, aux.acc_seg: 91.4704, loss: 0.2151 2024-03-05 07:49:23,786 - mmseg - INFO - Iter [148600/160000] lr: 2.454e-06, eta: 1:59:22, time: 0.616, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1355, decode.acc_seg: 94.0325, aux.loss_ce: 0.0894, aux.acc_seg: 90.9748, loss: 0.2249 2024-03-05 07:49:54,696 - mmseg - INFO - Iter [148650/160000] lr: 2.443e-06, eta: 1:58:51, time: 0.618, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1401, decode.acc_seg: 93.8959, aux.loss_ce: 0.0902, aux.acc_seg: 90.9417, loss: 0.2303 2024-03-05 07:50:25,675 - mmseg - INFO - Iter [148700/160000] lr: 2.432e-06, eta: 1:58:20, time: 0.620, data_time: 0.015, memory: 7582, decode.loss_ce: 0.1464, decode.acc_seg: 93.5772, aux.loss_ce: 0.0935, aux.acc_seg: 90.7380, loss: 0.2399 2024-03-05 07:50:56,484 - mmseg - INFO - Iter [148750/160000] lr: 2.422e-06, eta: 1:57:48, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 93.9548, aux.loss_ce: 0.0902, aux.acc_seg: 90.9177, loss: 0.2272 2024-03-05 07:51:27,323 - mmseg - INFO - Iter [148800/160000] lr: 2.411e-06, eta: 1:57:17, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1442, decode.acc_seg: 93.7184, aux.loss_ce: 0.0950, aux.acc_seg: 90.6639, loss: 0.2393 2024-03-05 07:51:58,032 - mmseg - INFO - Iter [148850/160000] lr: 2.400e-06, eta: 1:56:45, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.1438, aux.loss_ce: 0.0890, aux.acc_seg: 91.1506, loss: 0.2241 2024-03-05 07:52:28,845 - mmseg - INFO - Iter [148900/160000] lr: 2.389e-06, eta: 1:56:14, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.0841, aux.loss_ce: 0.0911, aux.acc_seg: 90.7971, loss: 0.2252 2024-03-05 07:52:59,643 - mmseg - INFO - Iter [148950/160000] lr: 2.379e-06, eta: 1:55:42, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1314, decode.acc_seg: 94.2803, aux.loss_ce: 0.0866, aux.acc_seg: 91.3410, loss: 0.2180 2024-03-05 07:53:30,514 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 07:53:30,515 - mmseg - INFO - Iter [149000/160000] lr: 2.368e-06, eta: 1:55:11, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 93.9531, aux.loss_ce: 0.0885, aux.acc_seg: 91.0538, loss: 0.2228 2024-03-05 07:54:04,113 - mmseg - INFO - Iter [149050/160000] lr: 2.357e-06, eta: 1:54:40, time: 0.672, data_time: 0.056, memory: 7582, decode.loss_ce: 0.1481, decode.acc_seg: 93.6767, aux.loss_ce: 0.0966, aux.acc_seg: 90.4752, loss: 0.2446 2024-03-05 07:54:34,877 - mmseg - INFO - Iter [149100/160000] lr: 2.346e-06, eta: 1:54:08, time: 0.615, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1375, decode.acc_seg: 94.0089, aux.loss_ce: 0.0884, aux.acc_seg: 91.1529, loss: 0.2259 2024-03-05 07:55:05,417 - mmseg - INFO - Iter [149150/160000] lr: 2.335e-06, eta: 1:53:37, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1307, decode.acc_seg: 94.4667, aux.loss_ce: 0.0838, aux.acc_seg: 91.6354, loss: 0.2145 2024-03-05 07:55:35,930 - mmseg - INFO - Iter [149200/160000] lr: 2.325e-06, eta: 1:53:05, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 94.1149, aux.loss_ce: 0.0882, aux.acc_seg: 91.2255, loss: 0.2225 2024-03-05 07:56:06,786 - mmseg - INFO - Iter [149250/160000] lr: 2.314e-06, eta: 1:52:34, time: 0.617, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1313, decode.acc_seg: 94.1877, aux.loss_ce: 0.0849, aux.acc_seg: 91.3252, loss: 0.2161 2024-03-05 07:56:37,553 - mmseg - INFO - Iter [149300/160000] lr: 2.303e-06, eta: 1:52:02, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1409, decode.acc_seg: 93.9401, aux.loss_ce: 0.0944, aux.acc_seg: 90.6875, loss: 0.2353 2024-03-05 07:57:08,242 - mmseg - INFO - Iter [149350/160000] lr: 2.292e-06, eta: 1:51:31, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1375, decode.acc_seg: 93.9578, aux.loss_ce: 0.0913, aux.acc_seg: 90.8488, loss: 0.2288 2024-03-05 07:57:39,021 - mmseg - INFO - Iter [149400/160000] lr: 2.282e-06, eta: 1:50:59, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1356, decode.acc_seg: 93.9504, aux.loss_ce: 0.0882, aux.acc_seg: 90.9408, loss: 0.2238 2024-03-05 07:58:09,500 - mmseg - INFO - Iter [149450/160000] lr: 2.271e-06, eta: 1:50:28, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1392, decode.acc_seg: 93.7737, aux.loss_ce: 0.0922, aux.acc_seg: 90.6365, loss: 0.2314 2024-03-05 07:58:40,074 - mmseg - INFO - Iter [149500/160000] lr: 2.260e-06, eta: 1:49:56, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 93.9593, aux.loss_ce: 0.0891, aux.acc_seg: 91.0476, loss: 0.2258 2024-03-05 07:59:10,824 - mmseg - INFO - Iter [149550/160000] lr: 2.249e-06, eta: 1:49:25, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1356, decode.acc_seg: 94.0451, aux.loss_ce: 0.0888, aux.acc_seg: 91.1504, loss: 0.2243 2024-03-05 07:59:41,426 - mmseg - INFO - Iter [149600/160000] lr: 2.239e-06, eta: 1:48:53, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1298, decode.acc_seg: 94.1346, aux.loss_ce: 0.0862, aux.acc_seg: 91.0237, loss: 0.2160 2024-03-05 08:00:12,286 - mmseg - INFO - Iter [149650/160000] lr: 2.228e-06, eta: 1:48:22, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1350, decode.acc_seg: 94.0834, aux.loss_ce: 0.0896, aux.acc_seg: 91.0439, loss: 0.2246 2024-03-05 08:00:43,013 - mmseg - INFO - Iter [149700/160000] lr: 2.217e-06, eta: 1:47:50, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 94.1104, aux.loss_ce: 0.0855, aux.acc_seg: 91.4270, loss: 0.2198 2024-03-05 08:01:13,685 - mmseg - INFO - Iter [149750/160000] lr: 2.206e-06, eta: 1:47:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0276, aux.loss_ce: 0.0875, aux.acc_seg: 91.1143, loss: 0.2222 2024-03-05 08:01:44,470 - mmseg - INFO - Iter [149800/160000] lr: 2.196e-06, eta: 1:46:48, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1354, decode.acc_seg: 94.0143, aux.loss_ce: 0.0881, aux.acc_seg: 91.0556, loss: 0.2235 2024-03-05 08:02:15,209 - mmseg - INFO - Iter [149850/160000] lr: 2.185e-06, eta: 1:46:16, time: 0.615, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1484, decode.acc_seg: 93.4591, aux.loss_ce: 0.1013, aux.acc_seg: 90.0616, loss: 0.2497 2024-03-05 08:02:45,678 - mmseg - INFO - Iter [149900/160000] lr: 2.174e-06, eta: 1:45:45, time: 0.609, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1365, decode.acc_seg: 94.0633, aux.loss_ce: 0.0880, aux.acc_seg: 91.0115, loss: 0.2244 2024-03-05 08:03:16,423 - mmseg - INFO - Iter [149950/160000] lr: 2.163e-06, eta: 1:45:13, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 93.9399, aux.loss_ce: 0.0899, aux.acc_seg: 90.8744, loss: 0.2285 2024-03-05 08:03:47,239 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:03:47,240 - mmseg - INFO - Iter [150000/160000] lr: 2.153e-06, eta: 1:44:42, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1319, decode.acc_seg: 94.2356, aux.loss_ce: 0.0850, aux.acc_seg: 91.3553, loss: 0.2169 2024-03-05 08:04:17,911 - mmseg - INFO - Iter [150050/160000] lr: 2.142e-06, eta: 1:44:10, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1403, decode.acc_seg: 93.9165, aux.loss_ce: 0.0943, aux.acc_seg: 90.6850, loss: 0.2346 2024-03-05 08:04:48,633 - mmseg - INFO - Iter [150100/160000] lr: 2.131e-06, eta: 1:43:39, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1326, decode.acc_seg: 94.0608, aux.loss_ce: 0.0882, aux.acc_seg: 91.0678, loss: 0.2208 2024-03-05 08:05:19,271 - mmseg - INFO - Iter [150150/160000] lr: 2.120e-06, eta: 1:43:07, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1375, decode.acc_seg: 94.0137, aux.loss_ce: 0.0906, aux.acc_seg: 90.7872, loss: 0.2280 2024-03-05 08:05:49,881 - mmseg - INFO - Iter [150200/160000] lr: 2.110e-06, eta: 1:42:36, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1340, decode.acc_seg: 94.0426, aux.loss_ce: 0.0883, aux.acc_seg: 90.9999, loss: 0.2222 2024-03-05 08:06:20,541 - mmseg - INFO - Iter [150250/160000] lr: 2.099e-06, eta: 1:42:04, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1421, decode.acc_seg: 93.8368, aux.loss_ce: 0.0942, aux.acc_seg: 90.7486, loss: 0.2364 2024-03-05 08:06:54,456 - mmseg - INFO - Iter [150300/160000] lr: 2.088e-06, eta: 1:41:33, time: 0.678, data_time: 0.067, memory: 7582, decode.loss_ce: 0.1337, decode.acc_seg: 94.2774, aux.loss_ce: 0.0889, aux.acc_seg: 91.1667, loss: 0.2226 2024-03-05 08:07:25,354 - mmseg - INFO - Iter [150350/160000] lr: 2.077e-06, eta: 1:41:02, time: 0.618, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1426, decode.acc_seg: 93.7981, aux.loss_ce: 0.0933, aux.acc_seg: 90.8579, loss: 0.2359 2024-03-05 08:07:56,107 - mmseg - INFO - Iter [150400/160000] lr: 2.066e-06, eta: 1:40:30, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1357, decode.acc_seg: 93.8979, aux.loss_ce: 0.0875, aux.acc_seg: 90.9910, loss: 0.2232 2024-03-05 08:08:26,827 - mmseg - INFO - Iter [150450/160000] lr: 2.056e-06, eta: 1:39:59, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1269, decode.acc_seg: 94.2230, aux.loss_ce: 0.0841, aux.acc_seg: 91.2713, loss: 0.2109 2024-03-05 08:08:57,589 - mmseg - INFO - Iter [150500/160000] lr: 2.045e-06, eta: 1:39:27, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1265, decode.acc_seg: 94.4345, aux.loss_ce: 0.0827, aux.acc_seg: 91.6043, loss: 0.2092 2024-03-05 08:09:28,401 - mmseg - INFO - Iter [150550/160000] lr: 2.034e-06, eta: 1:38:56, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1290, decode.acc_seg: 94.2796, aux.loss_ce: 0.0888, aux.acc_seg: 91.0918, loss: 0.2178 2024-03-05 08:09:59,337 - mmseg - INFO - Iter [150600/160000] lr: 2.023e-06, eta: 1:38:24, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1345, decode.acc_seg: 94.0265, aux.loss_ce: 0.0862, aux.acc_seg: 91.2762, loss: 0.2207 2024-03-05 08:10:30,182 - mmseg - INFO - Iter [150650/160000] lr: 2.013e-06, eta: 1:37:53, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1278, decode.acc_seg: 94.2369, aux.loss_ce: 0.0839, aux.acc_seg: 91.3322, loss: 0.2118 2024-03-05 08:11:01,036 - mmseg - INFO - Iter [150700/160000] lr: 2.002e-06, eta: 1:37:22, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1344, decode.acc_seg: 94.0401, aux.loss_ce: 0.0875, aux.acc_seg: 91.0751, loss: 0.2218 2024-03-05 08:11:31,875 - mmseg - INFO - Iter [150750/160000] lr: 1.991e-06, eta: 1:36:50, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1332, decode.acc_seg: 94.1733, aux.loss_ce: 0.0885, aux.acc_seg: 91.1225, loss: 0.2217 2024-03-05 08:12:02,599 - mmseg - INFO - Iter [150800/160000] lr: 1.980e-06, eta: 1:36:19, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1396, decode.acc_seg: 93.8742, aux.loss_ce: 0.0936, aux.acc_seg: 90.6730, loss: 0.2332 2024-03-05 08:12:33,465 - mmseg - INFO - Iter [150850/160000] lr: 1.970e-06, eta: 1:35:47, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.0894, aux.loss_ce: 0.0925, aux.acc_seg: 90.7280, loss: 0.2267 2024-03-05 08:13:04,341 - mmseg - INFO - Iter [150900/160000] lr: 1.959e-06, eta: 1:35:16, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1334, decode.acc_seg: 94.2226, aux.loss_ce: 0.0885, aux.acc_seg: 91.2575, loss: 0.2219 2024-03-05 08:13:35,081 - mmseg - INFO - Iter [150950/160000] lr: 1.948e-06, eta: 1:34:44, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1330, decode.acc_seg: 94.0948, aux.loss_ce: 0.0884, aux.acc_seg: 90.9326, loss: 0.2214 2024-03-05 08:14:05,599 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:14:05,600 - mmseg - INFO - Iter [151000/160000] lr: 1.937e-06, eta: 1:34:13, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1353, decode.acc_seg: 93.9491, aux.loss_ce: 0.0880, aux.acc_seg: 91.0980, loss: 0.2233 2024-03-05 08:14:36,207 - mmseg - INFO - Iter [151050/160000] lr: 1.927e-06, eta: 1:33:41, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1361, decode.acc_seg: 93.8790, aux.loss_ce: 0.0896, aux.acc_seg: 90.9010, loss: 0.2257 2024-03-05 08:15:06,947 - mmseg - INFO - Iter [151100/160000] lr: 1.916e-06, eta: 1:33:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1408, decode.acc_seg: 93.8837, aux.loss_ce: 0.0951, aux.acc_seg: 90.5430, loss: 0.2359 2024-03-05 08:15:37,503 - mmseg - INFO - Iter [151150/160000] lr: 1.905e-06, eta: 1:32:39, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1338, decode.acc_seg: 94.0335, aux.loss_ce: 0.0889, aux.acc_seg: 91.0521, loss: 0.2227 2024-03-05 08:16:07,998 - mmseg - INFO - Iter [151200/160000] lr: 1.894e-06, eta: 1:32:07, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1302, decode.acc_seg: 94.2408, aux.loss_ce: 0.0866, aux.acc_seg: 91.3085, loss: 0.2168 2024-03-05 08:16:38,819 - mmseg - INFO - Iter [151250/160000] lr: 1.884e-06, eta: 1:31:36, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1344, decode.acc_seg: 94.0894, aux.loss_ce: 0.0878, aux.acc_seg: 91.0536, loss: 0.2222 2024-03-05 08:17:09,565 - mmseg - INFO - Iter [151300/160000] lr: 1.873e-06, eta: 1:31:04, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1428, decode.acc_seg: 93.7325, aux.loss_ce: 0.0923, aux.acc_seg: 90.5328, loss: 0.2350 2024-03-05 08:17:40,249 - mmseg - INFO - Iter [151350/160000] lr: 1.862e-06, eta: 1:30:33, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1396, decode.acc_seg: 94.0376, aux.loss_ce: 0.0922, aux.acc_seg: 90.9591, loss: 0.2317 2024-03-05 08:18:11,068 - mmseg - INFO - Iter [151400/160000] lr: 1.851e-06, eta: 1:30:01, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1509, decode.acc_seg: 93.7771, aux.loss_ce: 0.0960, aux.acc_seg: 90.6249, loss: 0.2470 2024-03-05 08:18:41,771 - mmseg - INFO - Iter [151450/160000] lr: 1.840e-06, eta: 1:29:30, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1438, decode.acc_seg: 93.6449, aux.loss_ce: 0.0952, aux.acc_seg: 90.3640, loss: 0.2390 2024-03-05 08:19:12,404 - mmseg - INFO - Iter [151500/160000] lr: 1.830e-06, eta: 1:28:58, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1460, decode.acc_seg: 93.6986, aux.loss_ce: 0.0964, aux.acc_seg: 90.3964, loss: 0.2423 2024-03-05 08:19:43,049 - mmseg - INFO - Iter [151550/160000] lr: 1.819e-06, eta: 1:28:27, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1321, decode.acc_seg: 94.2237, aux.loss_ce: 0.0849, aux.acc_seg: 91.1774, loss: 0.2170 2024-03-05 08:20:16,904 - mmseg - INFO - Iter [151600/160000] lr: 1.808e-06, eta: 1:27:56, time: 0.677, data_time: 0.054, memory: 7582, decode.loss_ce: 0.1389, decode.acc_seg: 93.8124, aux.loss_ce: 0.0898, aux.acc_seg: 90.8675, loss: 0.2287 2024-03-05 08:20:47,772 - mmseg - INFO - Iter [151650/160000] lr: 1.797e-06, eta: 1:27:24, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1416, decode.acc_seg: 93.7162, aux.loss_ce: 0.0961, aux.acc_seg: 90.1977, loss: 0.2377 2024-03-05 08:21:18,689 - mmseg - INFO - Iter [151700/160000] lr: 1.787e-06, eta: 1:26:53, time: 0.619, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1303, decode.acc_seg: 94.1991, aux.loss_ce: 0.0877, aux.acc_seg: 91.0994, loss: 0.2180 2024-03-05 08:21:49,321 - mmseg - INFO - Iter [151750/160000] lr: 1.776e-06, eta: 1:26:21, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0690, aux.loss_ce: 0.0882, aux.acc_seg: 91.1001, loss: 0.2230 2024-03-05 08:22:19,937 - mmseg - INFO - Iter [151800/160000] lr: 1.765e-06, eta: 1:25:50, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1384, decode.acc_seg: 93.9447, aux.loss_ce: 0.0910, aux.acc_seg: 90.8570, loss: 0.2295 2024-03-05 08:22:50,639 - mmseg - INFO - Iter [151850/160000] lr: 1.754e-06, eta: 1:25:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1350, decode.acc_seg: 94.2190, aux.loss_ce: 0.0886, aux.acc_seg: 91.2800, loss: 0.2235 2024-03-05 08:23:21,337 - mmseg - INFO - Iter [151900/160000] lr: 1.744e-06, eta: 1:24:47, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1327, decode.acc_seg: 94.1268, aux.loss_ce: 0.0895, aux.acc_seg: 91.0679, loss: 0.2222 2024-03-05 08:23:52,056 - mmseg - INFO - Iter [151950/160000] lr: 1.733e-06, eta: 1:24:16, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1424, decode.acc_seg: 93.7542, aux.loss_ce: 0.0936, aux.acc_seg: 90.5307, loss: 0.2360 2024-03-05 08:24:22,485 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:24:22,486 - mmseg - INFO - Iter [152000/160000] lr: 1.722e-06, eta: 1:23:44, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1337, decode.acc_seg: 94.1924, aux.loss_ce: 0.0867, aux.acc_seg: 91.3317, loss: 0.2204 2024-03-05 08:24:53,111 - mmseg - INFO - Iter [152050/160000] lr: 1.711e-06, eta: 1:23:13, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.1175, aux.loss_ce: 0.0887, aux.acc_seg: 91.0612, loss: 0.2235 2024-03-05 08:25:23,837 - mmseg - INFO - Iter [152100/160000] lr: 1.701e-06, eta: 1:22:41, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1394, decode.acc_seg: 93.9567, aux.loss_ce: 0.0897, aux.acc_seg: 91.0742, loss: 0.2291 2024-03-05 08:25:54,696 - mmseg - INFO - Iter [152150/160000] lr: 1.690e-06, eta: 1:22:10, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1315, decode.acc_seg: 94.0791, aux.loss_ce: 0.0883, aux.acc_seg: 91.0828, loss: 0.2198 2024-03-05 08:26:25,349 - mmseg - INFO - Iter [152200/160000] lr: 1.679e-06, eta: 1:21:38, time: 0.613, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0391, aux.loss_ce: 0.0893, aux.acc_seg: 91.0384, loss: 0.2241 2024-03-05 08:26:56,127 - mmseg - INFO - Iter [152250/160000] lr: 1.668e-06, eta: 1:21:07, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1399, decode.acc_seg: 94.0282, aux.loss_ce: 0.0886, aux.acc_seg: 91.2167, loss: 0.2285 2024-03-05 08:27:26,826 - mmseg - INFO - Iter [152300/160000] lr: 1.658e-06, eta: 1:20:36, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1306, decode.acc_seg: 94.3656, aux.loss_ce: 0.0852, aux.acc_seg: 91.5624, loss: 0.2158 2024-03-05 08:27:57,554 - mmseg - INFO - Iter [152350/160000] lr: 1.647e-06, eta: 1:20:04, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1241, decode.acc_seg: 94.4646, aux.loss_ce: 0.0823, aux.acc_seg: 91.5323, loss: 0.2064 2024-03-05 08:28:28,204 - mmseg - INFO - Iter [152400/160000] lr: 1.636e-06, eta: 1:19:33, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1321, decode.acc_seg: 94.1517, aux.loss_ce: 0.0889, aux.acc_seg: 91.1645, loss: 0.2210 2024-03-05 08:28:59,049 - mmseg - INFO - Iter [152450/160000] lr: 1.625e-06, eta: 1:19:01, time: 0.617, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1314, decode.acc_seg: 94.1494, aux.loss_ce: 0.0883, aux.acc_seg: 91.0238, loss: 0.2197 2024-03-05 08:29:29,905 - mmseg - INFO - Iter [152500/160000] lr: 1.614e-06, eta: 1:18:30, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1330, decode.acc_seg: 94.0873, aux.loss_ce: 0.0890, aux.acc_seg: 90.9390, loss: 0.2220 2024-03-05 08:30:00,590 - mmseg - INFO - Iter [152550/160000] lr: 1.604e-06, eta: 1:17:58, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1337, decode.acc_seg: 94.1690, aux.loss_ce: 0.0892, aux.acc_seg: 90.9827, loss: 0.2229 2024-03-05 08:30:31,473 - mmseg - INFO - Iter [152600/160000] lr: 1.593e-06, eta: 1:17:27, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1325, decode.acc_seg: 94.0648, aux.loss_ce: 0.0886, aux.acc_seg: 90.8852, loss: 0.2211 2024-03-05 08:31:02,213 - mmseg - INFO - Iter [152650/160000] lr: 1.582e-06, eta: 1:16:55, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1313, decode.acc_seg: 94.1191, aux.loss_ce: 0.0877, aux.acc_seg: 91.0630, loss: 0.2191 2024-03-05 08:31:33,005 - mmseg - INFO - Iter [152700/160000] lr: 1.571e-06, eta: 1:16:24, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1334, decode.acc_seg: 94.1719, aux.loss_ce: 0.0877, aux.acc_seg: 91.2721, loss: 0.2211 2024-03-05 08:32:03,662 - mmseg - INFO - Iter [152750/160000] lr: 1.561e-06, eta: 1:15:53, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.0573, aux.loss_ce: 0.0872, aux.acc_seg: 91.0770, loss: 0.2207 2024-03-05 08:32:34,494 - mmseg - INFO - Iter [152800/160000] lr: 1.550e-06, eta: 1:15:21, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1359, decode.acc_seg: 94.0441, aux.loss_ce: 0.0869, aux.acc_seg: 91.1383, loss: 0.2228 2024-03-05 08:33:08,037 - mmseg - INFO - Iter [152850/160000] lr: 1.539e-06, eta: 1:14:50, time: 0.671, data_time: 0.068, memory: 7582, decode.loss_ce: 0.1366, decode.acc_seg: 94.0347, aux.loss_ce: 0.0915, aux.acc_seg: 90.8743, loss: 0.2281 2024-03-05 08:33:38,716 - mmseg - INFO - Iter [152900/160000] lr: 1.528e-06, eta: 1:14:18, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1346, decode.acc_seg: 94.0645, aux.loss_ce: 0.0891, aux.acc_seg: 90.9913, loss: 0.2237 2024-03-05 08:34:09,470 - mmseg - INFO - Iter [152950/160000] lr: 1.518e-06, eta: 1:13:47, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1291, decode.acc_seg: 94.3961, aux.loss_ce: 0.0854, aux.acc_seg: 91.5266, loss: 0.2145 2024-03-05 08:34:40,121 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:34:40,122 - mmseg - INFO - Iter [153000/160000] lr: 1.507e-06, eta: 1:13:16, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.1747, aux.loss_ce: 0.0874, aux.acc_seg: 91.3080, loss: 0.2226 2024-03-05 08:35:10,750 - mmseg - INFO - Iter [153050/160000] lr: 1.496e-06, eta: 1:12:44, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.1470, aux.loss_ce: 0.0889, aux.acc_seg: 91.1304, loss: 0.2236 2024-03-05 08:35:41,628 - mmseg - INFO - Iter [153100/160000] lr: 1.485e-06, eta: 1:12:13, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1333, decode.acc_seg: 94.0664, aux.loss_ce: 0.0878, aux.acc_seg: 91.1801, loss: 0.2210 2024-03-05 08:36:12,254 - mmseg - INFO - Iter [153150/160000] lr: 1.475e-06, eta: 1:11:41, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 93.8512, aux.loss_ce: 0.0904, aux.acc_seg: 90.8683, loss: 0.2290 2024-03-05 08:36:43,012 - mmseg - INFO - Iter [153200/160000] lr: 1.464e-06, eta: 1:11:10, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1320, decode.acc_seg: 94.1661, aux.loss_ce: 0.0858, aux.acc_seg: 91.2644, loss: 0.2177 2024-03-05 08:37:13,554 - mmseg - INFO - Iter [153250/160000] lr: 1.453e-06, eta: 1:10:38, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1255, decode.acc_seg: 94.4686, aux.loss_ce: 0.0849, aux.acc_seg: 91.4732, loss: 0.2104 2024-03-05 08:37:44,208 - mmseg - INFO - Iter [153300/160000] lr: 1.442e-06, eta: 1:10:07, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1393, decode.acc_seg: 93.9289, aux.loss_ce: 0.0908, aux.acc_seg: 90.8931, loss: 0.2302 2024-03-05 08:38:14,951 - mmseg - INFO - Iter [153350/160000] lr: 1.432e-06, eta: 1:09:36, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1329, decode.acc_seg: 94.1317, aux.loss_ce: 0.0867, aux.acc_seg: 91.1847, loss: 0.2196 2024-03-05 08:38:45,762 - mmseg - INFO - Iter [153400/160000] lr: 1.421e-06, eta: 1:09:04, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1341, decode.acc_seg: 94.0584, aux.loss_ce: 0.0901, aux.acc_seg: 90.9060, loss: 0.2242 2024-03-05 08:39:16,782 - mmseg - INFO - Iter [153450/160000] lr: 1.410e-06, eta: 1:08:33, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1338, decode.acc_seg: 94.0804, aux.loss_ce: 0.0888, aux.acc_seg: 90.9721, loss: 0.2226 2024-03-05 08:39:47,466 - mmseg - INFO - Iter [153500/160000] lr: 1.399e-06, eta: 1:08:01, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1362, decode.acc_seg: 94.1058, aux.loss_ce: 0.0894, aux.acc_seg: 91.1688, loss: 0.2256 2024-03-05 08:40:18,106 - mmseg - INFO - Iter [153550/160000] lr: 1.388e-06, eta: 1:07:30, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1339, decode.acc_seg: 94.2898, aux.loss_ce: 0.0890, aux.acc_seg: 91.2229, loss: 0.2229 2024-03-05 08:40:48,574 - mmseg - INFO - Iter [153600/160000] lr: 1.378e-06, eta: 1:06:58, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1400, decode.acc_seg: 93.7350, aux.loss_ce: 0.0962, aux.acc_seg: 90.3835, loss: 0.2362 2024-03-05 08:41:19,144 - mmseg - INFO - Iter [153650/160000] lr: 1.367e-06, eta: 1:06:27, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1322, decode.acc_seg: 94.2878, aux.loss_ce: 0.0847, aux.acc_seg: 91.5175, loss: 0.2169 2024-03-05 08:41:49,929 - mmseg - INFO - Iter [153700/160000] lr: 1.356e-06, eta: 1:05:56, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.0998, aux.loss_ce: 0.0880, aux.acc_seg: 91.1320, loss: 0.2215 2024-03-05 08:42:20,415 - mmseg - INFO - Iter [153750/160000] lr: 1.345e-06, eta: 1:05:24, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 94.0481, aux.loss_ce: 0.0903, aux.acc_seg: 90.9406, loss: 0.2263 2024-03-05 08:42:50,851 - mmseg - INFO - Iter [153800/160000] lr: 1.335e-06, eta: 1:04:53, time: 0.609, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1340, decode.acc_seg: 94.0925, aux.loss_ce: 0.0882, aux.acc_seg: 91.1545, loss: 0.2222 2024-03-05 08:43:21,633 - mmseg - INFO - Iter [153850/160000] lr: 1.324e-06, eta: 1:04:21, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1270, decode.acc_seg: 94.3636, aux.loss_ce: 0.0886, aux.acc_seg: 91.1367, loss: 0.2156 2024-03-05 08:43:52,415 - mmseg - INFO - Iter [153900/160000] lr: 1.313e-06, eta: 1:03:50, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.0200, aux.loss_ce: 0.0895, aux.acc_seg: 90.9232, loss: 0.2246 2024-03-05 08:44:23,301 - mmseg - INFO - Iter [153950/160000] lr: 1.302e-06, eta: 1:03:18, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1327, decode.acc_seg: 94.1289, aux.loss_ce: 0.0876, aux.acc_seg: 91.1935, loss: 0.2203 2024-03-05 08:44:53,899 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:44:53,900 - mmseg - INFO - Iter [154000/160000] lr: 1.292e-06, eta: 1:02:47, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1318, decode.acc_seg: 94.2324, aux.loss_ce: 0.0888, aux.acc_seg: 91.0541, loss: 0.2207 2024-03-05 08:45:24,726 - mmseg - INFO - Iter [154050/160000] lr: 1.281e-06, eta: 1:02:16, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 93.9199, aux.loss_ce: 0.0890, aux.acc_seg: 91.0947, loss: 0.2257 2024-03-05 08:45:58,393 - mmseg - INFO - Iter [154100/160000] lr: 1.270e-06, eta: 1:01:44, time: 0.673, data_time: 0.065, memory: 7582, decode.loss_ce: 0.1361, decode.acc_seg: 94.0520, aux.loss_ce: 0.0881, aux.acc_seg: 91.1064, loss: 0.2242 2024-03-05 08:46:29,181 - mmseg - INFO - Iter [154150/160000] lr: 1.259e-06, eta: 1:01:13, time: 0.616, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1304, decode.acc_seg: 94.1558, aux.loss_ce: 0.0835, aux.acc_seg: 91.4111, loss: 0.2139 2024-03-05 08:46:59,694 - mmseg - INFO - Iter [154200/160000] lr: 1.249e-06, eta: 1:00:41, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1319, decode.acc_seg: 94.1831, aux.loss_ce: 0.0850, aux.acc_seg: 91.3877, loss: 0.2169 2024-03-05 08:47:30,377 - mmseg - INFO - Iter [154250/160000] lr: 1.238e-06, eta: 1:00:10, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1372, decode.acc_seg: 94.0888, aux.loss_ce: 0.0859, aux.acc_seg: 91.4538, loss: 0.2231 2024-03-05 08:48:01,179 - mmseg - INFO - Iter [154300/160000] lr: 1.227e-06, eta: 0:59:39, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1313, decode.acc_seg: 94.1604, aux.loss_ce: 0.0851, aux.acc_seg: 91.3538, loss: 0.2164 2024-03-05 08:48:31,883 - mmseg - INFO - Iter [154350/160000] lr: 1.216e-06, eta: 0:59:07, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1422, decode.acc_seg: 93.7815, aux.loss_ce: 0.0940, aux.acc_seg: 90.6630, loss: 0.2362 2024-03-05 08:49:02,523 - mmseg - INFO - Iter [154400/160000] lr: 1.206e-06, eta: 0:58:36, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1387, decode.acc_seg: 93.8872, aux.loss_ce: 0.0910, aux.acc_seg: 90.9481, loss: 0.2296 2024-03-05 08:49:33,176 - mmseg - INFO - Iter [154450/160000] lr: 1.195e-06, eta: 0:58:04, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1304, decode.acc_seg: 94.2844, aux.loss_ce: 0.0891, aux.acc_seg: 91.0627, loss: 0.2196 2024-03-05 08:50:03,862 - mmseg - INFO - Iter [154500/160000] lr: 1.184e-06, eta: 0:57:33, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1273, decode.acc_seg: 94.2742, aux.loss_ce: 0.0873, aux.acc_seg: 91.0745, loss: 0.2146 2024-03-05 08:50:34,437 - mmseg - INFO - Iter [154550/160000] lr: 1.173e-06, eta: 0:57:02, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1279, decode.acc_seg: 94.3748, aux.loss_ce: 0.0863, aux.acc_seg: 91.1658, loss: 0.2142 2024-03-05 08:51:05,294 - mmseg - INFO - Iter [154600/160000] lr: 1.162e-06, eta: 0:56:30, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 94.0754, aux.loss_ce: 0.0877, aux.acc_seg: 91.1934, loss: 0.2219 2024-03-05 08:51:36,148 - mmseg - INFO - Iter [154650/160000] lr: 1.152e-06, eta: 0:55:59, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1290, decode.acc_seg: 94.2440, aux.loss_ce: 0.0863, aux.acc_seg: 91.2086, loss: 0.2153 2024-03-05 08:52:06,829 - mmseg - INFO - Iter [154700/160000] lr: 1.141e-06, eta: 0:55:27, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1266, decode.acc_seg: 94.3276, aux.loss_ce: 0.0841, aux.acc_seg: 91.5463, loss: 0.2107 2024-03-05 08:52:37,371 - mmseg - INFO - Iter [154750/160000] lr: 1.130e-06, eta: 0:54:56, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1363, decode.acc_seg: 94.1307, aux.loss_ce: 0.0915, aux.acc_seg: 90.8550, loss: 0.2278 2024-03-05 08:53:08,003 - mmseg - INFO - Iter [154800/160000] lr: 1.119e-06, eta: 0:54:24, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1327, decode.acc_seg: 94.2049, aux.loss_ce: 0.0908, aux.acc_seg: 90.9403, loss: 0.2235 2024-03-05 08:53:38,749 - mmseg - INFO - Iter [154850/160000] lr: 1.109e-06, eta: 0:53:53, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1325, decode.acc_seg: 94.1549, aux.loss_ce: 0.0884, aux.acc_seg: 91.1601, loss: 0.2209 2024-03-05 08:54:09,448 - mmseg - INFO - Iter [154900/160000] lr: 1.098e-06, eta: 0:53:22, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.0932, aux.loss_ce: 0.0897, aux.acc_seg: 91.0522, loss: 0.2248 2024-03-05 08:54:40,173 - mmseg - INFO - Iter [154950/160000] lr: 1.087e-06, eta: 0:52:50, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1364, decode.acc_seg: 94.1376, aux.loss_ce: 0.0884, aux.acc_seg: 91.1657, loss: 0.2248 2024-03-05 08:55:10,992 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 08:55:10,993 - mmseg - INFO - Iter [155000/160000] lr: 1.076e-06, eta: 0:52:19, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1373, decode.acc_seg: 93.9284, aux.loss_ce: 0.0922, aux.acc_seg: 90.6288, loss: 0.2294 2024-03-05 08:55:41,648 - mmseg - INFO - Iter [155050/160000] lr: 1.066e-06, eta: 0:51:47, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1363, decode.acc_seg: 94.0536, aux.loss_ce: 0.0902, aux.acc_seg: 91.0805, loss: 0.2265 2024-03-05 08:56:12,129 - mmseg - INFO - Iter [155100/160000] lr: 1.055e-06, eta: 0:51:16, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1388, decode.acc_seg: 93.9879, aux.loss_ce: 0.0894, aux.acc_seg: 91.0304, loss: 0.2282 2024-03-05 08:56:42,750 - mmseg - INFO - Iter [155150/160000] lr: 1.044e-06, eta: 0:50:45, time: 0.612, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1337, decode.acc_seg: 94.0849, aux.loss_ce: 0.0852, aux.acc_seg: 91.4505, loss: 0.2188 2024-03-05 08:57:13,118 - mmseg - INFO - Iter [155200/160000] lr: 1.033e-06, eta: 0:50:13, time: 0.607, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1412, decode.acc_seg: 93.7663, aux.loss_ce: 0.0941, aux.acc_seg: 90.5922, loss: 0.2354 2024-03-05 08:57:43,759 - mmseg - INFO - Iter [155250/160000] lr: 1.023e-06, eta: 0:49:42, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1398, decode.acc_seg: 93.9148, aux.loss_ce: 0.0922, aux.acc_seg: 90.7008, loss: 0.2319 2024-03-05 08:58:14,515 - mmseg - INFO - Iter [155300/160000] lr: 1.012e-06, eta: 0:49:10, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1363, decode.acc_seg: 94.0005, aux.loss_ce: 0.0887, aux.acc_seg: 91.0652, loss: 0.2250 2024-03-05 08:58:48,059 - mmseg - INFO - Iter [155350/160000] lr: 1.001e-06, eta: 0:48:39, time: 0.671, data_time: 0.068, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 94.0253, aux.loss_ce: 0.0903, aux.acc_seg: 91.0675, loss: 0.2277 2024-03-05 08:59:18,643 - mmseg - INFO - Iter [155400/160000] lr: 9.903e-07, eta: 0:48:08, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1283, decode.acc_seg: 94.3112, aux.loss_ce: 0.0849, aux.acc_seg: 91.2157, loss: 0.2133 2024-03-05 08:59:49,203 - mmseg - INFO - Iter [155450/160000] lr: 9.795e-07, eta: 0:47:36, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1288, decode.acc_seg: 94.3424, aux.loss_ce: 0.0843, aux.acc_seg: 91.3448, loss: 0.2131 2024-03-05 09:00:19,863 - mmseg - INFO - Iter [155500/160000] lr: 9.688e-07, eta: 0:47:05, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1347, decode.acc_seg: 94.0366, aux.loss_ce: 0.0865, aux.acc_seg: 91.2764, loss: 0.2211 2024-03-05 09:00:50,444 - mmseg - INFO - Iter [155550/160000] lr: 9.580e-07, eta: 0:46:33, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1270, decode.acc_seg: 94.3043, aux.loss_ce: 0.0840, aux.acc_seg: 91.3529, loss: 0.2110 2024-03-05 09:01:21,342 - mmseg - INFO - Iter [155600/160000] lr: 9.472e-07, eta: 0:46:02, time: 0.618, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1295, decode.acc_seg: 94.3483, aux.loss_ce: 0.0886, aux.acc_seg: 91.1685, loss: 0.2181 2024-03-05 09:01:51,909 - mmseg - INFO - Iter [155650/160000] lr: 9.365e-07, eta: 0:45:30, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1394, decode.acc_seg: 93.8035, aux.loss_ce: 0.0920, aux.acc_seg: 90.6950, loss: 0.2314 2024-03-05 09:02:22,515 - mmseg - INFO - Iter [155700/160000] lr: 9.257e-07, eta: 0:44:59, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1358, decode.acc_seg: 93.8821, aux.loss_ce: 0.0892, aux.acc_seg: 90.7739, loss: 0.2250 2024-03-05 09:02:53,302 - mmseg - INFO - Iter [155750/160000] lr: 9.150e-07, eta: 0:44:28, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1351, decode.acc_seg: 94.0431, aux.loss_ce: 0.0887, aux.acc_seg: 91.0078, loss: 0.2238 2024-03-05 09:03:23,915 - mmseg - INFO - Iter [155800/160000] lr: 9.042e-07, eta: 0:43:56, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1372, decode.acc_seg: 93.9315, aux.loss_ce: 0.0899, aux.acc_seg: 90.8860, loss: 0.2271 2024-03-05 09:03:54,531 - mmseg - INFO - Iter [155850/160000] lr: 8.934e-07, eta: 0:43:25, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1285, decode.acc_seg: 94.4343, aux.loss_ce: 0.0847, aux.acc_seg: 91.4626, loss: 0.2132 2024-03-05 09:04:25,325 - mmseg - INFO - Iter [155900/160000] lr: 8.827e-07, eta: 0:42:53, time: 0.616, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1329, decode.acc_seg: 94.0609, aux.loss_ce: 0.0876, aux.acc_seg: 91.0635, loss: 0.2205 2024-03-05 09:04:55,994 - mmseg - INFO - Iter [155950/160000] lr: 8.719e-07, eta: 0:42:22, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 94.1105, aux.loss_ce: 0.0895, aux.acc_seg: 90.9370, loss: 0.2239 2024-03-05 09:05:26,679 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:05:26,679 - mmseg - INFO - Iter [156000/160000] lr: 8.611e-07, eta: 0:41:51, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1387, decode.acc_seg: 93.9092, aux.loss_ce: 0.0952, aux.acc_seg: 90.5194, loss: 0.2339 2024-03-05 09:05:57,367 - mmseg - INFO - Iter [156050/160000] lr: 8.504e-07, eta: 0:41:19, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1331, decode.acc_seg: 94.1746, aux.loss_ce: 0.0878, aux.acc_seg: 91.1276, loss: 0.2209 2024-03-05 09:06:28,201 - mmseg - INFO - Iter [156100/160000] lr: 8.396e-07, eta: 0:40:48, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1317, decode.acc_seg: 94.1647, aux.loss_ce: 0.0883, aux.acc_seg: 91.1647, loss: 0.2200 2024-03-05 09:06:58,895 - mmseg - INFO - Iter [156150/160000] lr: 8.289e-07, eta: 0:40:16, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 94.0102, aux.loss_ce: 0.0887, aux.acc_seg: 91.0559, loss: 0.2257 2024-03-05 09:07:29,468 - mmseg - INFO - Iter [156200/160000] lr: 8.181e-07, eta: 0:39:45, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1287, decode.acc_seg: 94.2415, aux.loss_ce: 0.0830, aux.acc_seg: 91.3366, loss: 0.2117 2024-03-05 09:08:00,019 - mmseg - INFO - Iter [156250/160000] lr: 8.073e-07, eta: 0:39:14, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 94.1022, aux.loss_ce: 0.0915, aux.acc_seg: 90.9397, loss: 0.2282 2024-03-05 09:08:30,538 - mmseg - INFO - Iter [156300/160000] lr: 7.966e-07, eta: 0:38:42, time: 0.610, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1381, decode.acc_seg: 93.9090, aux.loss_ce: 0.0921, aux.acc_seg: 90.6766, loss: 0.2302 2024-03-05 09:09:01,165 - mmseg - INFO - Iter [156350/160000] lr: 7.858e-07, eta: 0:38:11, time: 0.613, data_time: 0.012, memory: 7582, decode.loss_ce: 0.1386, decode.acc_seg: 94.0980, aux.loss_ce: 0.0882, aux.acc_seg: 91.3073, loss: 0.2267 2024-03-05 09:09:31,898 - mmseg - INFO - Iter [156400/160000] lr: 7.751e-07, eta: 0:37:39, time: 0.615, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1425, decode.acc_seg: 93.8968, aux.loss_ce: 0.0936, aux.acc_seg: 90.6394, loss: 0.2360 2024-03-05 09:10:02,614 - mmseg - INFO - Iter [156450/160000] lr: 7.643e-07, eta: 0:37:08, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1299, decode.acc_seg: 94.3030, aux.loss_ce: 0.0855, aux.acc_seg: 91.4682, loss: 0.2155 2024-03-05 09:10:33,466 - mmseg - INFO - Iter [156500/160000] lr: 7.535e-07, eta: 0:36:37, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1312, decode.acc_seg: 94.2508, aux.loss_ce: 0.0864, aux.acc_seg: 91.1381, loss: 0.2176 2024-03-05 09:11:04,261 - mmseg - INFO - Iter [156550/160000] lr: 7.428e-07, eta: 0:36:05, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1387, decode.acc_seg: 94.0251, aux.loss_ce: 0.0917, aux.acc_seg: 90.8923, loss: 0.2304 2024-03-05 09:11:34,906 - mmseg - INFO - Iter [156600/160000] lr: 7.320e-07, eta: 0:35:34, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1297, decode.acc_seg: 94.2657, aux.loss_ce: 0.0843, aux.acc_seg: 91.5137, loss: 0.2140 2024-03-05 09:12:08,753 - mmseg - INFO - Iter [156650/160000] lr: 7.212e-07, eta: 0:35:02, time: 0.677, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1266, decode.acc_seg: 94.3335, aux.loss_ce: 0.0830, aux.acc_seg: 91.5227, loss: 0.2096 2024-03-05 09:12:39,406 - mmseg - INFO - Iter [156700/160000] lr: 7.105e-07, eta: 0:34:31, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1360, decode.acc_seg: 93.9467, aux.loss_ce: 0.0905, aux.acc_seg: 90.7908, loss: 0.2265 2024-03-05 09:13:10,356 - mmseg - INFO - Iter [156750/160000] lr: 6.997e-07, eta: 0:34:00, time: 0.619, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1333, decode.acc_seg: 94.1599, aux.loss_ce: 0.0875, aux.acc_seg: 91.1739, loss: 0.2208 2024-03-05 09:13:41,067 - mmseg - INFO - Iter [156800/160000] lr: 6.890e-07, eta: 0:33:28, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1310, decode.acc_seg: 94.2156, aux.loss_ce: 0.0877, aux.acc_seg: 91.1750, loss: 0.2187 2024-03-05 09:14:11,594 - mmseg - INFO - Iter [156850/160000] lr: 6.782e-07, eta: 0:32:57, time: 0.610, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1323, decode.acc_seg: 94.2294, aux.loss_ce: 0.0881, aux.acc_seg: 91.1350, loss: 0.2205 2024-03-05 09:14:42,199 - mmseg - INFO - Iter [156900/160000] lr: 6.674e-07, eta: 0:32:25, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1361, decode.acc_seg: 94.1338, aux.loss_ce: 0.0881, aux.acc_seg: 91.0501, loss: 0.2243 2024-03-05 09:15:12,712 - mmseg - INFO - Iter [156950/160000] lr: 6.567e-07, eta: 0:31:54, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1354, decode.acc_seg: 93.9666, aux.loss_ce: 0.0897, aux.acc_seg: 90.8391, loss: 0.2251 2024-03-05 09:15:43,264 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:15:43,265 - mmseg - INFO - Iter [157000/160000] lr: 6.459e-07, eta: 0:31:23, time: 0.611, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1305, decode.acc_seg: 94.1716, aux.loss_ce: 0.0867, aux.acc_seg: 91.1711, loss: 0.2171 2024-03-05 09:16:13,883 - mmseg - INFO - Iter [157050/160000] lr: 6.352e-07, eta: 0:30:51, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.1856, aux.loss_ce: 0.0911, aux.acc_seg: 90.8850, loss: 0.2253 2024-03-05 09:16:44,592 - mmseg - INFO - Iter [157100/160000] lr: 6.244e-07, eta: 0:30:20, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1389, decode.acc_seg: 93.9073, aux.loss_ce: 0.0903, aux.acc_seg: 90.9853, loss: 0.2292 2024-03-05 09:17:15,243 - mmseg - INFO - Iter [157150/160000] lr: 6.136e-07, eta: 0:29:48, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0789, aux.loss_ce: 0.0879, aux.acc_seg: 91.0158, loss: 0.2228 2024-03-05 09:17:45,839 - mmseg - INFO - Iter [157200/160000] lr: 6.029e-07, eta: 0:29:17, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1357, decode.acc_seg: 94.0998, aux.loss_ce: 0.0878, aux.acc_seg: 91.2565, loss: 0.2234 2024-03-05 09:18:16,448 - mmseg - INFO - Iter [157250/160000] lr: 5.921e-07, eta: 0:28:46, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1324, decode.acc_seg: 94.1814, aux.loss_ce: 0.0856, aux.acc_seg: 91.2339, loss: 0.2181 2024-03-05 09:18:47,261 - mmseg - INFO - Iter [157300/160000] lr: 5.813e-07, eta: 0:28:14, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1334, decode.acc_seg: 94.2495, aux.loss_ce: 0.0847, aux.acc_seg: 91.4891, loss: 0.2182 2024-03-05 09:19:18,238 - mmseg - INFO - Iter [157350/160000] lr: 5.706e-07, eta: 0:27:43, time: 0.620, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1393, decode.acc_seg: 93.8674, aux.loss_ce: 0.0900, aux.acc_seg: 90.7713, loss: 0.2293 2024-03-05 09:19:49,096 - mmseg - INFO - Iter [157400/160000] lr: 5.598e-07, eta: 0:27:11, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1357, decode.acc_seg: 94.0702, aux.loss_ce: 0.0900, aux.acc_seg: 91.0632, loss: 0.2257 2024-03-05 09:20:19,944 - mmseg - INFO - Iter [157450/160000] lr: 5.491e-07, eta: 0:26:40, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1335, decode.acc_seg: 94.1354, aux.loss_ce: 0.0891, aux.acc_seg: 91.0497, loss: 0.2226 2024-03-05 09:20:50,822 - mmseg - INFO - Iter [157500/160000] lr: 5.383e-07, eta: 0:26:09, time: 0.618, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1379, decode.acc_seg: 93.9607, aux.loss_ce: 0.0898, aux.acc_seg: 90.9355, loss: 0.2278 2024-03-05 09:21:21,487 - mmseg - INFO - Iter [157550/160000] lr: 5.275e-07, eta: 0:25:37, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1421, decode.acc_seg: 93.8752, aux.loss_ce: 0.0919, aux.acc_seg: 90.9170, loss: 0.2340 2024-03-05 09:21:52,210 - mmseg - INFO - Iter [157600/160000] lr: 5.168e-07, eta: 0:25:06, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1398, decode.acc_seg: 93.8549, aux.loss_ce: 0.0922, aux.acc_seg: 90.7263, loss: 0.2320 2024-03-05 09:22:23,164 - mmseg - INFO - Iter [157650/160000] lr: 5.060e-07, eta: 0:24:34, time: 0.619, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1303, decode.acc_seg: 94.1804, aux.loss_ce: 0.0851, aux.acc_seg: 91.2272, loss: 0.2154 2024-03-05 09:22:53,846 - mmseg - INFO - Iter [157700/160000] lr: 4.953e-07, eta: 0:24:03, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1401, decode.acc_seg: 94.0225, aux.loss_ce: 0.0948, aux.acc_seg: 90.7621, loss: 0.2349 2024-03-05 09:23:24,473 - mmseg - INFO - Iter [157750/160000] lr: 4.845e-07, eta: 0:23:32, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1317, decode.acc_seg: 94.3123, aux.loss_ce: 0.0835, aux.acc_seg: 91.6810, loss: 0.2152 2024-03-05 09:23:55,033 - mmseg - INFO - Iter [157800/160000] lr: 4.737e-07, eta: 0:23:00, time: 0.611, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.1739, aux.loss_ce: 0.0875, aux.acc_seg: 91.1758, loss: 0.2191 2024-03-05 09:24:25,686 - mmseg - INFO - Iter [157850/160000] lr: 4.630e-07, eta: 0:22:29, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1367, decode.acc_seg: 94.1111, aux.loss_ce: 0.0898, aux.acc_seg: 91.1810, loss: 0.2266 2024-03-05 09:24:59,584 - mmseg - INFO - Iter [157900/160000] lr: 4.522e-07, eta: 0:21:58, time: 0.678, data_time: 0.064, memory: 7582, decode.loss_ce: 0.1310, decode.acc_seg: 94.1961, aux.loss_ce: 0.0853, aux.acc_seg: 91.2814, loss: 0.2163 2024-03-05 09:25:30,103 - mmseg - INFO - Iter [157950/160000] lr: 4.414e-07, eta: 0:21:26, time: 0.610, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1331, decode.acc_seg: 94.1777, aux.loss_ce: 0.0895, aux.acc_seg: 90.9662, loss: 0.2226 2024-03-05 09:26:00,805 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:26:00,805 - mmseg - INFO - Iter [158000/160000] lr: 4.307e-07, eta: 0:20:55, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.1378, aux.loss_ce: 0.0847, aux.acc_seg: 91.3736, loss: 0.2163 2024-03-05 09:26:31,402 - mmseg - INFO - Iter [158050/160000] lr: 4.199e-07, eta: 0:20:23, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1250, decode.acc_seg: 94.5169, aux.loss_ce: 0.0834, aux.acc_seg: 91.5689, loss: 0.2085 2024-03-05 09:27:01,975 - mmseg - INFO - Iter [158100/160000] lr: 4.092e-07, eta: 0:19:52, time: 0.611, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1352, decode.acc_seg: 94.1405, aux.loss_ce: 0.0870, aux.acc_seg: 91.3147, loss: 0.2222 2024-03-05 09:27:32,599 - mmseg - INFO - Iter [158150/160000] lr: 3.984e-07, eta: 0:19:21, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1438, decode.acc_seg: 93.7351, aux.loss_ce: 0.0970, aux.acc_seg: 90.4535, loss: 0.2407 2024-03-05 09:28:03,210 - mmseg - INFO - Iter [158200/160000] lr: 3.876e-07, eta: 0:18:49, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1344, decode.acc_seg: 94.1253, aux.loss_ce: 0.0898, aux.acc_seg: 91.0045, loss: 0.2242 2024-03-05 09:28:34,079 - mmseg - INFO - Iter [158250/160000] lr: 3.769e-07, eta: 0:18:18, time: 0.617, data_time: 0.013, memory: 7582, decode.loss_ce: 0.1317, decode.acc_seg: 94.3220, aux.loss_ce: 0.0862, aux.acc_seg: 91.3927, loss: 0.2178 2024-03-05 09:29:04,833 - mmseg - INFO - Iter [158300/160000] lr: 3.661e-07, eta: 0:17:46, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.1689, aux.loss_ce: 0.0878, aux.acc_seg: 91.1997, loss: 0.2194 2024-03-05 09:29:35,548 - mmseg - INFO - Iter [158350/160000] lr: 3.554e-07, eta: 0:17:15, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1378, decode.acc_seg: 94.0818, aux.loss_ce: 0.0910, aux.acc_seg: 91.0020, loss: 0.2288 2024-03-05 09:30:06,382 - mmseg - INFO - Iter [158400/160000] lr: 3.446e-07, eta: 0:16:44, time: 0.617, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1300, decode.acc_seg: 94.1783, aux.loss_ce: 0.0876, aux.acc_seg: 91.1204, loss: 0.2177 2024-03-05 09:30:37,002 - mmseg - INFO - Iter [158450/160000] lr: 3.338e-07, eta: 0:16:12, time: 0.612, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1309, decode.acc_seg: 94.1571, aux.loss_ce: 0.0868, aux.acc_seg: 91.1686, loss: 0.2177 2024-03-05 09:31:07,964 - mmseg - INFO - Iter [158500/160000] lr: 3.231e-07, eta: 0:15:41, time: 0.619, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1285, decode.acc_seg: 94.3596, aux.loss_ce: 0.0840, aux.acc_seg: 91.6778, loss: 0.2125 2024-03-05 09:31:38,683 - mmseg - INFO - Iter [158550/160000] lr: 3.123e-07, eta: 0:15:10, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1348, decode.acc_seg: 94.0449, aux.loss_ce: 0.0859, aux.acc_seg: 91.2467, loss: 0.2207 2024-03-05 09:32:09,441 - mmseg - INFO - Iter [158600/160000] lr: 3.015e-07, eta: 0:14:38, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1343, decode.acc_seg: 93.9913, aux.loss_ce: 0.0889, aux.acc_seg: 90.9921, loss: 0.2232 2024-03-05 09:32:40,460 - mmseg - INFO - Iter [158650/160000] lr: 2.908e-07, eta: 0:14:07, time: 0.621, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1313, decode.acc_seg: 94.1403, aux.loss_ce: 0.0839, aux.acc_seg: 91.3926, loss: 0.2153 2024-03-05 09:33:11,187 - mmseg - INFO - Iter [158700/160000] lr: 2.800e-07, eta: 0:13:35, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1408, decode.acc_seg: 93.8769, aux.loss_ce: 0.0928, aux.acc_seg: 90.7751, loss: 0.2336 2024-03-05 09:33:42,003 - mmseg - INFO - Iter [158750/160000] lr: 2.693e-07, eta: 0:13:04, time: 0.616, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1273, decode.acc_seg: 94.3884, aux.loss_ce: 0.0849, aux.acc_seg: 91.4102, loss: 0.2122 2024-03-05 09:34:12,641 - mmseg - INFO - Iter [158800/160000] lr: 2.585e-07, eta: 0:12:33, time: 0.613, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1338, decode.acc_seg: 94.1337, aux.loss_ce: 0.0912, aux.acc_seg: 90.9591, loss: 0.2250 2024-03-05 09:34:43,266 - mmseg - INFO - Iter [158850/160000] lr: 2.477e-07, eta: 0:12:01, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1322, decode.acc_seg: 94.2259, aux.loss_ce: 0.0876, aux.acc_seg: 91.1176, loss: 0.2197 2024-03-05 09:35:13,953 - mmseg - INFO - Iter [158900/160000] lr: 2.370e-07, eta: 0:11:30, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1371, decode.acc_seg: 93.8751, aux.loss_ce: 0.0919, aux.acc_seg: 90.7352, loss: 0.2289 2024-03-05 09:35:44,771 - mmseg - INFO - Iter [158950/160000] lr: 2.262e-07, eta: 0:10:58, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.2682, aux.loss_ce: 0.0899, aux.acc_seg: 90.9868, loss: 0.2215 2024-03-05 09:36:15,565 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:36:15,566 - mmseg - INFO - Iter [159000/160000] lr: 2.154e-07, eta: 0:10:27, time: 0.616, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1374, decode.acc_seg: 93.9890, aux.loss_ce: 0.0896, aux.acc_seg: 91.0386, loss: 0.2270 2024-03-05 09:36:46,239 - mmseg - INFO - Iter [159050/160000] lr: 2.047e-07, eta: 0:09:56, time: 0.614, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1290, decode.acc_seg: 94.3133, aux.loss_ce: 0.0829, aux.acc_seg: 91.6090, loss: 0.2118 2024-03-05 09:37:17,082 - mmseg - INFO - Iter [159100/160000] lr: 1.939e-07, eta: 0:09:24, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1355, decode.acc_seg: 94.0890, aux.loss_ce: 0.0909, aux.acc_seg: 90.9076, loss: 0.2264 2024-03-05 09:37:50,887 - mmseg - INFO - Iter [159150/160000] lr: 1.832e-07, eta: 0:08:53, time: 0.676, data_time: 0.066, memory: 7582, decode.loss_ce: 0.1363, decode.acc_seg: 93.8161, aux.loss_ce: 0.0907, aux.acc_seg: 90.6123, loss: 0.2270 2024-03-05 09:38:21,542 - mmseg - INFO - Iter [159200/160000] lr: 1.724e-07, eta: 0:08:22, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1330, decode.acc_seg: 94.0984, aux.loss_ce: 0.0871, aux.acc_seg: 91.1298, loss: 0.2201 2024-03-05 09:38:52,310 - mmseg - INFO - Iter [159250/160000] lr: 1.616e-07, eta: 0:07:50, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1326, decode.acc_seg: 94.1169, aux.loss_ce: 0.0877, aux.acc_seg: 90.9726, loss: 0.2203 2024-03-05 09:39:23,030 - mmseg - INFO - Iter [159300/160000] lr: 1.509e-07, eta: 0:07:19, time: 0.614, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1326, decode.acc_seg: 94.1125, aux.loss_ce: 0.0926, aux.acc_seg: 90.7345, loss: 0.2252 2024-03-05 09:39:53,867 - mmseg - INFO - Iter [159350/160000] lr: 1.401e-07, eta: 0:06:47, time: 0.617, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1305, decode.acc_seg: 94.3637, aux.loss_ce: 0.0900, aux.acc_seg: 91.0772, loss: 0.2205 2024-03-05 09:40:24,601 - mmseg - INFO - Iter [159400/160000] lr: 1.294e-07, eta: 0:06:16, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1264, decode.acc_seg: 94.4055, aux.loss_ce: 0.0829, aux.acc_seg: 91.5099, loss: 0.2093 2024-03-05 09:40:55,330 - mmseg - INFO - Iter [159450/160000] lr: 1.186e-07, eta: 0:05:45, time: 0.615, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1305, decode.acc_seg: 94.3045, aux.loss_ce: 0.0879, aux.acc_seg: 91.3313, loss: 0.2183 2024-03-05 09:41:25,949 - mmseg - INFO - Iter [159500/160000] lr: 1.078e-07, eta: 0:05:13, time: 0.612, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1309, decode.acc_seg: 94.1306, aux.loss_ce: 0.0851, aux.acc_seg: 91.3331, loss: 0.2160 2024-03-05 09:41:56,647 - mmseg - INFO - Iter [159550/160000] lr: 9.707e-08, eta: 0:04:42, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1407, decode.acc_seg: 93.9117, aux.loss_ce: 0.0913, aux.acc_seg: 91.0421, loss: 0.2320 2024-03-05 09:42:27,385 - mmseg - INFO - Iter [159600/160000] lr: 8.631e-08, eta: 0:04:11, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1370, decode.acc_seg: 94.0636, aux.loss_ce: 0.0912, aux.acc_seg: 90.9614, loss: 0.2282 2024-03-05 09:42:58,125 - mmseg - INFO - Iter [159650/160000] lr: 7.555e-08, eta: 0:03:39, time: 0.615, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1316, decode.acc_seg: 94.2794, aux.loss_ce: 0.0865, aux.acc_seg: 91.4732, loss: 0.2181 2024-03-05 09:43:28,840 - mmseg - INFO - Iter [159700/160000] lr: 6.479e-08, eta: 0:03:08, time: 0.614, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1281, decode.acc_seg: 94.2644, aux.loss_ce: 0.0817, aux.acc_seg: 91.5416, loss: 0.2097 2024-03-05 09:43:59,473 - mmseg - INFO - Iter [159750/160000] lr: 5.402e-08, eta: 0:02:36, time: 0.613, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1317, decode.acc_seg: 94.2267, aux.loss_ce: 0.0850, aux.acc_seg: 91.3967, loss: 0.2167 2024-03-05 09:44:30,211 - mmseg - INFO - Iter [159800/160000] lr: 4.326e-08, eta: 0:02:05, time: 0.615, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1361, decode.acc_seg: 93.9283, aux.loss_ce: 0.0892, aux.acc_seg: 91.0182, loss: 0.2253 2024-03-05 09:45:00,783 - mmseg - INFO - Iter [159850/160000] lr: 3.250e-08, eta: 0:01:34, time: 0.611, data_time: 0.011, memory: 7582, decode.loss_ce: 0.1322, decode.acc_seg: 94.1489, aux.loss_ce: 0.0900, aux.acc_seg: 90.8701, loss: 0.2222 2024-03-05 09:45:31,499 - mmseg - INFO - Iter [159900/160000] lr: 2.174e-08, eta: 0:01:02, time: 0.614, data_time: 0.009, memory: 7582, decode.loss_ce: 0.1342, decode.acc_seg: 94.0621, aux.loss_ce: 0.0891, aux.acc_seg: 90.9461, loss: 0.2234 2024-03-05 09:46:02,152 - mmseg - INFO - Iter [159950/160000] lr: 1.098e-08, eta: 0:00:31, time: 0.613, data_time: 0.010, memory: 7582, decode.loss_ce: 0.1333, decode.acc_seg: 94.2183, aux.loss_ce: 0.0888, aux.acc_seg: 91.2623, loss: 0.2221 2024-03-05 09:46:32,821 - mmseg - INFO - Saving checkpoint at 160000 iterations 2024-03-05 09:46:59,470 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:46:59,470 - mmseg - INFO - Iter [160000/160000] lr: 2.152e-10, eta: 0:00:00, time: 1.146, data_time: 0.008, memory: 7582, decode.loss_ce: 0.1283, decode.acc_seg: 94.3719, aux.loss_ce: 0.0835, aux.acc_seg: 91.6198, loss: 0.2118 2024-03-05 09:49:30,754 - mmseg - INFO - per class results: 2024-03-05 09:49:30,764 - mmseg - INFO - +---------------------+-------+-------+ | Class | IoU | Acc | +---------------------+-------+-------+ | wall | 77.51 | 89.35 | | building | 82.42 | 92.56 | | sky | 93.8 | 97.16 | | floor | 81.29 | 91.14 | | tree | 72.94 | 88.02 | | ceiling | 83.74 | 92.14 | | road | 84.43 | 91.58 | | bed | 89.65 | 96.22 | | windowpane | 62.23 | 78.94 | | grass | 68.99 | 84.98 | | cabinet | 59.94 | 72.88 | | sidewalk | 68.61 | 82.19 | | person | 81.45 | 93.53 | | earth | 35.24 | 48.15 | | door | 50.05 | 64.03 | | table | 62.24 | 78.67 | | mountain | 58.64 | 75.11 | | plant | 50.73 | 61.58 | | curtain | 75.19 | 84.89 | | chair | 60.25 | 72.04 | | car | 85.54 | 92.81 | | water | 47.06 | 62.65 | | painting | 73.3 | 88.08 | | sofa | 70.54 | 85.94 | | shelf | 42.82 | 61.57 | | house | 43.12 | 55.04 | | sea | 46.81 | 75.39 | | mirror | 64.97 | 71.54 | | rug | 55.37 | 64.72 | | field | 30.06 | 43.9 | | armchair | 48.28 | 64.19 | | seat | 64.05 | 82.2 | | fence | 40.57 | 53.86 | | desk | 54.33 | 73.44 | | rock | 39.14 | 58.11 | | wardrobe | 49.54 | 66.64 | | lamp | 64.48 | 76.49 | | bathtub | 78.9 | 84.61 | | railing | 36.14 | 47.39 | | cushion | 59.44 | 73.81 | | base | 29.34 | 38.29 | | box | 25.04 | 31.75 | | column | 43.94 | 54.24 | | signboard | 36.74 | 48.39 | | chest of drawers | 41.31 | 56.74 | | counter | 21.81 | 28.92 | | sand | 39.12 | 55.24 | | sink | 71.42 | 81.39 | | skyscraper | 57.96 | 71.2 | | fireplace | 72.8 | 85.11 | | refrigerator | 75.24 | 83.63 | | grandstand | 42.34 | 64.97 | | path | 23.39 | 34.95 | | stairs | 31.53 | 38.75 | | runway | 69.71 | 90.42 | | case | 48.26 | 60.42 | | pool table | 92.98 | 96.63 | | pillow | 59.42 | 68.36 | | screen door | 63.32 | 72.47 | | stairway | 32.72 | 38.56 | | river | 13.0 | 19.28 | | bridge | 48.43 | 55.24 | | bookcase | 43.33 | 59.73 | | blind | 45.27 | 49.41 | | coffee table | 60.94 | 81.87 | | toilet | 87.35 | 91.54 | | flower | 39.12 | 58.38 | | book | 49.9 | 71.77 | | hill | 5.37 | 7.19 | | bench | 45.15 | 52.26 | | countertop | 51.19 | 66.01 | | stove | 78.46 | 84.17 | | palm | 50.44 | 76.72 | | kitchen island | 36.92 | 56.6 | | computer | 60.99 | 70.43 | | swivel chair | 51.04 | 67.87 | | boat | 38.68 | 49.94 | | bar | 28.74 | 36.95 | | arcade machine | 57.52 | 61.77 | | hovel | 26.11 | 38.07 | | bus | 83.08 | 96.56 | | towel | 60.59 | 70.62 | | light | 55.59 | 63.97 | | truck | 16.83 | 21.97 | | tower | 15.9 | 19.43 | | chandelier | 67.77 | 82.95 | | awning | 22.83 | 25.48 | | streetlight | 27.4 | 35.26 | | booth | 50.12 | 56.26 | | television receiver | 71.94 | 80.18 | | airplane | 53.89 | 64.83 | | dirt track | 4.37 | 7.2 | | apparel | 38.05 | 52.3 | | pole | 24.49 | 36.42 | | land | 3.07 | 4.22 | | bannister | 13.01 | 16.09 | | escalator | 30.66 | 33.83 | | ottoman | 48.48 | 63.87 | | bottle | 36.42 | 62.16 | | buffet | 40.56 | 53.66 | | poster | 35.5 | 46.89 | | stage | 22.15 | 28.93 | | van | 44.77 | 61.39 | | ship | 62.74 | 90.51 | | fountain | 20.68 | 21.05 | | conveyer belt | 59.57 | 90.73 | | canopy | 20.3 | 23.39 | | washer | 70.57 | 71.87 | | plaything | 27.08 | 43.81 | | swimming pool | 50.18 | 70.5 | | stool | 46.5 | 57.43 | | barrel | 43.92 | 92.68 | | basket | 34.79 | 44.41 | | waterfall | 53.72 | 59.85 | | tent | 93.51 | 98.68 | | bag | 9.77 | 12.2 | | minibike | 72.94 | 85.18 | | cradle | 81.97 | 97.44 | | oven | 46.49 | 69.19 | | ball | 48.11 | 55.58 | | food | 56.34 | 67.42 | | step | 8.67 | 9.63 | | tank | 41.97 | 44.55 | | trade name | 27.45 | 31.76 | | microwave | 37.99 | 40.66 | | pot | 44.03 | 52.59 | | animal | 62.53 | 67.15 | | bicycle | 52.41 | 70.06 | | lake | 56.49 | 65.13 | | dishwasher | 68.94 | 77.47 | | screen | 68.47 | 83.03 | | blanket | 15.13 | 17.72 | | sculpture | 55.33 | 68.84 | | hood | 62.56 | 69.87 | | sconce | 45.71 | 56.1 | | vase | 42.42 | 57.55 | | traffic light | 32.7 | 49.23 | | tray | 10.37 | 16.65 | | ashcan | 39.31 | 56.25 | | fan | 61.75 | 76.48 | | pier | 48.98 | 76.41 | | crt screen | 0.15 | 0.3 | | plate | 49.92 | 65.11 | | monitor | 24.05 | 32.45 | | bulletin board | 41.82 | 54.02 | | shower | 0.83 | 0.85 | | radiator | 59.82 | 64.44 | | glass | 15.52 | 17.15 | | clock | 39.63 | 46.75 | | flag | 29.69 | 33.4 | +---------------------+-------+-------+ 2024-03-05 09:49:30,764 - mmseg - INFO - Summary: 2024-03-05 09:49:30,764 - mmseg - INFO - +------+-------+-------+ | aAcc | mIoU | mAcc | +------+-------+-------+ | 83.1 | 48.68 | 60.07 | +------+-------+-------+ 2024-03-05 09:49:30,781 - mmseg - INFO - Exp name: dp0.2_lr8e-5_wd0.03_noema_nonorm_ld0.9.py 2024-03-05 09:49:30,782 - mmseg - INFO - Iter(val) [500] aAcc: 0.8310, mIoU: 0.4868, mAcc: 0.6007, IoU.wall: 0.7751, IoU.building: 0.8242, IoU.sky: 0.9380, IoU.floor: 0.8129, IoU.tree: 0.7294, IoU.ceiling: 0.8374, IoU.road: 0.8443, IoU.bed : 0.8965, IoU.windowpane: 0.6223, IoU.grass: 0.6899, IoU.cabinet: 0.5994, IoU.sidewalk: 0.6861, IoU.person: 0.8145, IoU.earth: 0.3524, IoU.door: 0.5005, IoU.table: 0.6224, IoU.mountain: 0.5864, IoU.plant: 0.5073, IoU.curtain: 0.7519, IoU.chair: 0.6025, IoU.car: 0.8554, IoU.water: 0.4706, IoU.painting: 0.7330, IoU.sofa: 0.7054, IoU.shelf: 0.4282, IoU.house: 0.4312, IoU.sea: 0.4681, IoU.mirror: 0.6497, IoU.rug: 0.5537, IoU.field: 0.3006, IoU.armchair: 0.4828, IoU.seat: 0.6405, IoU.fence: 0.4057, IoU.desk: 0.5433, IoU.rock: 0.3914, IoU.wardrobe: 0.4954, IoU.lamp: 0.6448, IoU.bathtub: 0.7890, IoU.railing: 0.3614, IoU.cushion: 0.5944, IoU.base: 0.2934, IoU.box: 0.2504, IoU.column: 0.4394, IoU.signboard: 0.3674, IoU.chest of drawers: 0.4131, IoU.counter: 0.2181, IoU.sand: 0.3912, IoU.sink: 0.7142, IoU.skyscraper: 0.5796, IoU.fireplace: 0.7280, IoU.refrigerator: 0.7524, IoU.grandstand: 0.4234, IoU.path: 0.2339, IoU.stairs: 0.3153, IoU.runway: 0.6971, IoU.case: 0.4826, IoU.pool table: 0.9298, IoU.pillow: 0.5942, IoU.screen door: 0.6332, IoU.stairway: 0.3272, IoU.river: 0.1300, IoU.bridge: 0.4843, IoU.bookcase: 0.4333, IoU.blind: 0.4527, IoU.coffee table: 0.6094, IoU.toilet: 0.8735, IoU.flower: 0.3912, IoU.book: 0.4990, IoU.hill: 0.0537, IoU.bench: 0.4515, IoU.countertop: 0.5119, IoU.stove: 0.7846, IoU.palm: 0.5044, IoU.kitchen island: 0.3692, IoU.computer: 0.6099, IoU.swivel chair: 0.5104, IoU.boat: 0.3868, IoU.bar: 0.2874, IoU.arcade machine: 0.5752, IoU.hovel: 0.2611, IoU.bus: 0.8308, IoU.towel: 0.6059, IoU.light: 0.5559, IoU.truck: 0.1683, IoU.tower: 0.1590, IoU.chandelier: 0.6777, IoU.awning: 0.2283, IoU.streetlight: 0.2740, IoU.booth: 0.5012, IoU.television receiver: 0.7194, IoU.airplane: 0.5389, IoU.dirt track: 0.0437, IoU.apparel: 0.3805, IoU.pole: 0.2449, IoU.land: 0.0307, IoU.bannister: 0.1301, IoU.escalator: 0.3066, IoU.ottoman: 0.4848, IoU.bottle: 0.3642, IoU.buffet: 0.4056, IoU.poster: 0.3550, IoU.stage: 0.2215, IoU.van: 0.4477, IoU.ship: 0.6274, IoU.fountain: 0.2068, IoU.conveyer belt: 0.5957, IoU.canopy: 0.2030, IoU.washer: 0.7057, IoU.plaything: 0.2708, IoU.swimming pool: 0.5018, IoU.stool: 0.4650, IoU.barrel: 0.4392, IoU.basket: 0.3479, IoU.waterfall: 0.5372, IoU.tent: 0.9351, IoU.bag: 0.0977, IoU.minibike: 0.7294, IoU.cradle: 0.8197, IoU.oven: 0.4649, IoU.ball: 0.4811, IoU.food: 0.5634, IoU.step: 0.0867, IoU.tank: 0.4197, IoU.trade name: 0.2745, IoU.microwave: 0.3799, IoU.pot: 0.4403, IoU.animal: 0.6253, IoU.bicycle: 0.5241, IoU.lake: 0.5649, IoU.dishwasher: 0.6894, IoU.screen: 0.6847, IoU.blanket: 0.1513, IoU.sculpture: 0.5533, IoU.hood: 0.6256, IoU.sconce: 0.4571, IoU.vase: 0.4242, IoU.traffic light: 0.3270, IoU.tray: 0.1037, IoU.ashcan: 0.3931, IoU.fan: 0.6175, IoU.pier: 0.4898, IoU.crt screen: 0.0015, IoU.plate: 0.4992, IoU.monitor: 0.2405, IoU.bulletin board: 0.4182, IoU.shower: 0.0083, IoU.radiator: 0.5982, IoU.glass: 0.1552, IoU.clock: 0.3963, IoU.flag: 0.2969, Acc.wall: 0.8935, Acc.building: 0.9256, Acc.sky: 0.9716, Acc.floor: 0.9114, Acc.tree: 0.8802, Acc.ceiling: 0.9214, Acc.road: 0.9158, Acc.bed : 0.9622, Acc.windowpane: 0.7894, Acc.grass: 0.8498, Acc.cabinet: 0.7288, Acc.sidewalk: 0.8219, Acc.person: 0.9353, Acc.earth: 0.4815, Acc.door: 0.6403, Acc.table: 0.7867, Acc.mountain: 0.7511, Acc.plant: 0.6158, Acc.curtain: 0.8489, Acc.chair: 0.7204, Acc.car: 0.9281, Acc.water: 0.6265, Acc.painting: 0.8808, Acc.sofa: 0.8594, Acc.shelf: 0.6157, Acc.house: 0.5504, Acc.sea: 0.7539, Acc.mirror: 0.7154, Acc.rug: 0.6472, Acc.field: 0.4390, Acc.armchair: 0.6419, Acc.seat: 0.8220, Acc.fence: 0.5386, Acc.desk: 0.7344, Acc.rock: 0.5811, Acc.wardrobe: 0.6664, Acc.lamp: 0.7649, Acc.bathtub: 0.8461, Acc.railing: 0.4739, Acc.cushion: 0.7381, Acc.base: 0.3829, Acc.box: 0.3175, Acc.column: 0.5424, Acc.signboard: 0.4839, Acc.chest of drawers: 0.5674, Acc.counter: 0.2892, Acc.sand: 0.5524, Acc.sink: 0.8139, Acc.skyscraper: 0.7120, Acc.fireplace: 0.8511, Acc.refrigerator: 0.8363, Acc.grandstand: 0.6497, Acc.path: 0.3495, Acc.stairs: 0.3875, Acc.runway: 0.9042, Acc.case: 0.6042, Acc.pool table: 0.9663, Acc.pillow: 0.6836, Acc.screen door: 0.7247, Acc.stairway: 0.3856, Acc.river: 0.1928, Acc.bridge: 0.5524, Acc.bookcase: 0.5973, Acc.blind: 0.4941, Acc.coffee table: 0.8187, Acc.toilet: 0.9154, Acc.flower: 0.5838, Acc.book: 0.7177, Acc.hill: 0.0719, Acc.bench: 0.5226, Acc.countertop: 0.6601, Acc.stove: 0.8417, Acc.palm: 0.7672, Acc.kitchen island: 0.5660, Acc.computer: 0.7043, Acc.swivel chair: 0.6787, Acc.boat: 0.4994, Acc.bar: 0.3695, Acc.arcade machine: 0.6177, Acc.hovel: 0.3807, Acc.bus: 0.9656, Acc.towel: 0.7062, Acc.light: 0.6397, Acc.truck: 0.2197, Acc.tower: 0.1943, Acc.chandelier: 0.8295, Acc.awning: 0.2548, Acc.streetlight: 0.3526, Acc.booth: 0.5626, Acc.television receiver: 0.8018, Acc.airplane: 0.6483, Acc.dirt track: 0.0720, Acc.apparel: 0.5230, Acc.pole: 0.3642, Acc.land: 0.0422, Acc.bannister: 0.1609, Acc.escalator: 0.3383, Acc.ottoman: 0.6387, Acc.bottle: 0.6216, Acc.buffet: 0.5366, Acc.poster: 0.4689, Acc.stage: 0.2893, Acc.van: 0.6139, Acc.ship: 0.9051, Acc.fountain: 0.2105, Acc.conveyer belt: 0.9073, Acc.canopy: 0.2339, Acc.washer: 0.7187, Acc.plaything: 0.4381, Acc.swimming pool: 0.7050, Acc.stool: 0.5743, Acc.barrel: 0.9268, Acc.basket: 0.4441, Acc.waterfall: 0.5985, Acc.tent: 0.9868, Acc.bag: 0.1220, Acc.minibike: 0.8518, Acc.cradle: 0.9744, Acc.oven: 0.6919, Acc.ball: 0.5558, Acc.food: 0.6742, Acc.step: 0.0963, Acc.tank: 0.4455, Acc.trade name: 0.3176, Acc.microwave: 0.4066, Acc.pot: 0.5259, Acc.animal: 0.6715, Acc.bicycle: 0.7006, Acc.lake: 0.6513, Acc.dishwasher: 0.7747, Acc.screen: 0.8303, Acc.blanket: 0.1772, Acc.sculpture: 0.6884, Acc.hood: 0.6987, Acc.sconce: 0.5610, Acc.vase: 0.5755, Acc.traffic light: 0.4923, Acc.tray: 0.1665, Acc.ashcan: 0.5625, Acc.fan: 0.7648, Acc.pier: 0.7641, Acc.crt screen: 0.0030, Acc.plate: 0.6511, Acc.monitor: 0.3245, Acc.bulletin board: 0.5402, Acc.shower: 0.0085, Acc.radiator: 0.6444, Acc.glass: 0.1715, Acc.clock: 0.4675, Acc.flag: 0.3340