diff --git "a/rdnet_tiny/20240305_184355.log" "b/rdnet_tiny/20240305_184355.log" new file mode 100644--- /dev/null +++ "b/rdnet_tiny/20240305_184355.log" @@ -0,0 +1,7357 @@ +2024-03-05 18:43:56,001 - mmseg - INFO - Multi-processing start method is `None` +2024-03-05 18:43:56,001 - mmseg - INFO - OpenCV num_threads is ` +2024-03-05 18:43:56,001 - mmseg - INFO - OMP num threads is 1 +2024-03-05 18:43:56,064 - 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+ +------------------------------------------------------------ + +2024-03-05 18:43:56,064 - mmseg - INFO - Distributed training: True +2024-03-05 18:43:56,491 - mmseg - INFO - Config: +norm_cfg = dict(type='SyncBN', requires_grad=True) +model = dict( + type='EncoderDecoder', + pretrained=None, + backbone=dict( + type='RDNetBackbone', + model_name='rdnet_tiny', + features_only=True, + pretrained=True, + drop_path_rate=0.1), + decode_head=dict( + type='UPerHead', + in_channels=[256, 440, 744, 1040], + 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=744, + 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='dp01_lr8e-5_wd003_noema_nonorm_ld09_808'), + 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/dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808_419_0' +gpu_ids = range(0, 4) +auto_resume = False + +2024-03-05 18:44:00,462 - mmseg - INFO - Set random seed to 1163035701, deterministic: False +2024-03-05 18:44:19,185 - mmseg - INFO - initialize UPerHead with init_cfg {'type': 'Normal', 'std': 0.01, 'override': {'name': 'conv_seg'}} +2024-03-05 18:44:19,391 - 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([64, 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([64]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.stem.stem.1.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.stem.stem.1.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_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([64, 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([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.1.weight - 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.1.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_block0.layers.layers.2.weight - torch.Size([256, 64, 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([256]): +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, 256, 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([128, 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([128]): +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([128]): +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([128]): +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([512, 128, 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([512]): +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, 512, 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([192, 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([192]): +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([192]): +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([192]): +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([768, 192, 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([768]): +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, 768, 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([256]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_1.0.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_1.1.weight - torch.Size([128, 256, 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([104]): +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([104, 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([104]): +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([104]): +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([232, 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([232]): +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([232]): +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([232]): +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([928, 232, 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([928]): +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([104, 928, 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([104]): +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([104]): +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([336, 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([336]): +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([336]): +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([336]): +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([1344, 336, 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([1344]): +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([104, 1344, 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([104]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_2.0.weight - torch.Size([440]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_2.0.bias - torch.Size([440]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_2.1.weight - torch.Size([216, 440, 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([216]): +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([216, 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([216]): +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([216]): +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([216]): +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([864, 216, 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([864]): +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, 864, 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([344, 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([344]): +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([344]): +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([344]): +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([1376, 344, 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([1376]): +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, 1376, 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([472, 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([472]): +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([472]): +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([472]): +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([1888, 472, 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([1888]): +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, 1888, 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([600]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_3.0.bias - torch.Size([600]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_3.1.weight - torch.Size([296, 600, 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([296]): +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([296, 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([296]): +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([296]): +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([296]): +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([1184, 296, 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([1184]): +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, 1184, 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([424, 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([424]): +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([424]): +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([424]): +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([1696, 424, 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([1696]): +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, 1696, 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([552, 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([552]): +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([552]): +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([552]): +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([2208, 552, 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([2208]): +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, 2208, 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([680]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_4.0.bias - torch.Size([680]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_4.1.weight - torch.Size([336, 680, 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([336]): +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([336, 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([336]): +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([336]): +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([336]): +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([1344, 336, 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([1344]): +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, 1344, 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([464, 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([464]): +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([464]): +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([464]): +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([1856, 464, 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([1856]): +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, 1856, 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([592, 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([592]): +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([592]): +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([592]): +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([2368, 592, 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([2368]): +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, 2368, 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([720]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_5.0.bias - torch.Size([720]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_5.1.weight - torch.Size([360, 720, 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([360]): +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([360, 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([360]): +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([360]): +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([360]): +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([1440, 360, 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([1440]): +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, 1440, 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([488, 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([488]): +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([488]): +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([488]): +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([1952, 488, 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([1952]): +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, 1952, 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([616, 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([616]): +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([616]): +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([616]): +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([2464, 616, 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([2464]): +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, 2464, 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([744]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_6.0.bias - torch.Size([744]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_6.1.weight - torch.Size([368, 744, 2, 2]): +The value is the same before and after calling `init_weights` of EncoderDecoder + +backbone.timm_model.dense_stages_6.1.bias - torch.Size([368]): +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([224]): +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([368, 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([368]): +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([368]): +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([368]): +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([1472, 368, 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([1472]): +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([224, 1472, 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([224]): +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([224, 224, 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([224]): +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([224]): +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([592, 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([592]): +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([592]): +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([592]): +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([2368, 592, 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([2368]): +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([224, 2368, 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([224]): +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([224, 224, 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([224]): +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([224]): +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([816, 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([816]): +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([816]): +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([816]): +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([3264, 816, 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([3264]): +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([224, 3264, 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([224]): +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([224, 224, 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([224]): +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, 1040, 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, 1040, 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, 1040, 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, 1040, 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, 3088, 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, 256, 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, 440, 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, 744, 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, 744, 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 +2024-03-05 18:44:19,397 - mmseg - INFO - EncoderDecoder( + (backbone): DNetBackbone( + (timm_model): FeatureListNet( + (stem): PatchifyStem2( + (stem): Sequential( + (0): Conv2d(3, 64, kernel_size=(4, 4), stride=(4, 4)) + (1): LayerNorm2d((64,), eps=1e-06, elementwise_affine=True) + ) + ) + (dense_stages_0): Sequential( + (0): DenseStage( + (dense_block0): DenseBlock( + (drop_path): Identity() + (layers): DNFAF( + (layers): Sequential( + (0): Conv2d(64, 64, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=64) + (1): LayerNorm2d((64,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(256, 64, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + (dense_block1): DenseBlock( + (drop_path): DropPath(drop_prob=0.005) + (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, 64, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + (dense_block2): DenseBlock( + (drop_path): DropPath(drop_prob=0.010) + (layers): DNFAF( + (layers): Sequential( + (0): Conv2d(192, 192, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=192) + (1): LayerNorm2d((192,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(192, 768, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(768, 64, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + ) + (1): Identity() + ) + (dense_stages_1): Sequential( + (0): LayerNorm2d((256,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(256, 128, kernel_size=(2, 2), stride=(2, 2)) + (2): DenseStage( + (dense_block0): DenseBlock( + (drop_path): DropPath(drop_prob=0.015) + (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, 104, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + (dense_block1): DenseBlock( + (drop_path): DropPath(drop_prob=0.020) + (layers): DNFAF( + (layers): Sequential( + (0): Conv2d(232, 232, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=232) + (1): LayerNorm2d((232,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(232, 928, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(928, 104, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + (dense_block2): DenseBlock( + (drop_path): DropPath(drop_prob=0.025) + (layers): DNFAF( + (layers): Sequential( + (0): Conv2d(336, 336, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=336) + (1): LayerNorm2d((336,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(336, 1344, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1344, 104, kernel_size=(1, 1), stride=(1, 1)) + ) + ) + ) + ) + (3): Identity() + ) + (dense_stages_2): Sequential( + (0): LayerNorm2d((440,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(440, 216, kernel_size=(2, 2), stride=(2, 2)) + (2): DenseStage( + (dense_block0): DenseBlock( + (drop_path): DropPath(drop_prob=0.030) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(216, 216, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=216) + (1): LayerNorm2d((216,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(216, 864, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(864, 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=0.035) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(344, 344, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=344) + (1): LayerNorm2d((344,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(344, 1376, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1376, 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=0.040) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(472, 472, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=472) + (1): LayerNorm2d((472,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(472, 1888, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1888, 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((600,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(600, 296, kernel_size=(1, 1), stride=(1, 1)) + (2): DenseStage( + (dense_block0): DenseBlock( + (drop_path): DropPath(drop_prob=0.045) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(296, 296, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=296) + (1): LayerNorm2d((296,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(296, 1184, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1184, 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=0.050) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(424, 424, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=424) + (1): LayerNorm2d((424,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(424, 1696, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1696, 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=0.055) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(552, 552, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=552) + (1): LayerNorm2d((552,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(552, 2208, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(2208, 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((680,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(680, 336, kernel_size=(1, 1), stride=(1, 1)) + (2): DenseStage( + (dense_block0): DenseBlock( + (drop_path): DropPath(drop_prob=0.060) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(336, 336, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=336) + (1): LayerNorm2d((336,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(336, 1344, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1344, 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=0.065) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(464, 464, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=464) + (1): LayerNorm2d((464,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(464, 1856, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1856, 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=0.070) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(592, 592, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=592) + (1): LayerNorm2d((592,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(592, 2368, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(2368, 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((720,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(720, 360, 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(360, 360, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=360) + (1): LayerNorm2d((360,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(360, 1440, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1440, 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=0.080) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(488, 488, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=488) + (1): LayerNorm2d((488,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(488, 1952, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(1952, 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=0.085) + (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, 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((744,), eps=1e-06, elementwise_affine=True) + (1): Conv2d(744, 368, kernel_size=(2, 2), stride=(2, 2)) + (2): DenseStage( + (dense_block0): DenseBlock( + (drop_path): DropPath(drop_prob=0.090) + (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, 224, kernel_size=(1, 1), stride=(1, 1)) + (5): EffectiveSEModule( + (fc): Conv2d(224, 224, kernel_size=(1, 1), stride=(1, 1)) + (gate): Hardsigmoid() + ) + ) + ) + ) + (dense_block1): DenseBlock( + (drop_path): DropPath(drop_prob=0.095) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(592, 592, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=592) + (1): LayerNorm2d((592,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(592, 2368, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(2368, 224, kernel_size=(1, 1), stride=(1, 1)) + (5): EffectiveSEModule( + (fc): Conv2d(224, 224, kernel_size=(1, 1), stride=(1, 1)) + (gate): Hardsigmoid() + ) + ) + ) + ) + (dense_block2): DenseBlock( + (drop_path): DropPath(drop_prob=0.100) + (layers): DNFAF_ESE( + (layers): Sequential( + (0): Conv2d(816, 816, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=816) + (1): LayerNorm2d((816,), eps=1e-06, elementwise_affine=True) + (2): Conv2d(816, 3264, kernel_size=(1, 1), stride=(1, 1)) + (3): GELU() + (4): Conv2d(3264, 224, kernel_size=(1, 1), stride=(1, 1)) + (5): EffectiveSEModule( + (fc): Conv2d(224, 224, 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(1040, 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(1040, 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(1040, 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(1040, 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(3088, 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(256, 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(440, 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(744, 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(744, 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'}} +) +2024-03-05 18:44:19,632 - mmseg - INFO - Loaded 20210 images +2024-03-05 18:44:20,359 - mmseg - INFO - self.paramwise_cfg is {'decay_rate': 0.9, 'decay_type': 'stage_wise', 'num_layers': 7, 'model_name': 'dnet_tiny'} +2024-03-05 18:44:20,359 - mmseg - INFO - Build LearningRateDecayOptimizerConstructor stage_wise 0.9 - 9 +2024-03-05 18:44:20,359 - mmseg - INFO - set param backbone.timm_model.stem.stem.0.weight as id 0 +2024-03-05 18:44:20,359 - mmseg - INFO - set param backbone.timm_model.stem.stem.0.bias as id 0 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.stem.stem.1.weight as id 0 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.stem.stem.1.bias as id 0 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.gamma as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.bias as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.weight as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.1.bias as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.bias as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.bias as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.gamma as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight as id 1 +2024-03-05 18:44:20,360 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.1.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.gamma as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.1.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias as id 1 +2024-03-05 18:44:20,361 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.0.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.0.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.1.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.1.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.gamma as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.gamma as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight as id 2 +2024-03-05 18:44:20,362 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.gamma as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias as id 2 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.0.weight as id 3 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.0.bias as id 3 +2024-03-05 18:44:20,363 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.1.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.1.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.gamma as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.gamma as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.weight as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.0.bias as id 3 +2024-03-05 18:44:20,364 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.1.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.2.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.4.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block1.layers.layers.5.fc.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.gamma as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.0.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.1.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.2.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.weight as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.4.bias as id 3 +2024-03-05 18:44:20,365 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.weight as id 3 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_2.2.dense_block2.layers.layers.5.fc.bias as id 3 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.0.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.0.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.1.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.1.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.gamma as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.0.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.1.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.2.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.4.bias as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.weight as id 4 +2024-03-05 18:44:20,366 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block0.layers.layers.5.fc.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.gamma as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.0.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.1.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.2.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.4.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block1.layers.layers.5.fc.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.gamma as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.0.bias as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.weight as id 4 +2024-03-05 18:44:20,367 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.1.bias as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.weight as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.2.bias as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.weight as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.4.bias as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.weight as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_3.2.dense_block2.layers.layers.5.fc.bias as id 4 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.0.weight as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.0.bias as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.1.weight as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.1.bias as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.gamma as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.weight as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.0.bias as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.weight as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.1.bias as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.weight as id 5 +2024-03-05 18:44:20,368 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.2.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.4.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block0.layers.layers.5.fc.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.gamma as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.0.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.1.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.2.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.4.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block1.layers.layers.5.fc.bias as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.gamma as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.weight as id 5 +2024-03-05 18:44:20,369 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.0.bias as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.weight as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.1.bias as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.weight as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.2.bias as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.weight as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.4.bias as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.weight as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_4.2.dense_block2.layers.layers.5.fc.bias as id 5 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.0.weight as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.0.bias as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.1.weight as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.1.bias as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.gamma as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.weight as id 6 +2024-03-05 18:44:20,370 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.0.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.1.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.2.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.4.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block0.layers.layers.5.fc.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.gamma as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.0.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.1.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.2.bias as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.weight as id 6 +2024-03-05 18:44:20,371 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.4.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block1.layers.layers.5.fc.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.gamma as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.0.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.1.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.2.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.4.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.weight as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_5.2.dense_block2.layers.layers.5.fc.bias as id 6 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.0.weight as id 7 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.0.bias as id 7 +2024-03-05 18:44:20,372 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.1.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.1.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.gamma as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.0.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.1.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.2.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.4.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block0.layers.layers.5.fc.bias as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.gamma as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.weight as id 7 +2024-03-05 18:44:20,373 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.0.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.1.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.2.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.4.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block1.layers.layers.5.fc.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.gamma as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.0.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.1.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.2.bias as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.weight as id 7 +2024-03-05 18:44:20,374 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.4.bias as id 7 +2024-03-05 18:44:20,375 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.weight as id 7 +2024-03-05 18:44:20,375 - mmseg - INFO - set param backbone.timm_model.dense_stages_6.2.dense_block2.layers.layers.5.fc.bias as id 7 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.conv_seg.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.conv_seg.bias as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.0.1.conv.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.0.1.bn.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.0.1.bn.bias as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.1.1.conv.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.1.1.bn.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.1.1.bn.bias as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.2.1.conv.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.2.1.bn.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.2.1.bn.bias as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.3.1.conv.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.3.1.bn.weight as id 10 +2024-03-05 18:44:20,375 - mmseg - INFO - set param decode_head.psp_modules.3.1.bn.bias as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.bottleneck.conv.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.bottleneck.bn.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.bottleneck.bn.bias as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.0.conv.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.0.bn.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.0.bn.bias as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.1.conv.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.1.bn.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.1.bn.bias as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.2.conv.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.2.bn.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.lateral_convs.2.bn.bias as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.fpn_convs.0.conv.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.fpn_convs.0.bn.weight as id 10 +2024-03-05 18:44:20,376 - mmseg - INFO - set param decode_head.fpn_convs.0.bn.bias as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.1.conv.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.1.bn.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.1.bn.bias as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.2.conv.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.2.bn.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_convs.2.bn.bias as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_bottleneck.conv.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_bottleneck.bn.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param decode_head.fpn_bottleneck.bn.bias as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param auxiliary_head.conv_seg.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param auxiliary_head.conv_seg.bias as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param auxiliary_head.convs.0.conv.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param auxiliary_head.convs.0.bn.weight as id 10 +2024-03-05 18:44:20,377 - mmseg - INFO - set param auxiliary_head.convs.0.bn.bias as id 10 +2024-03-05 18:44:20,378 - 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", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.bias" + ], + "lr_scale": 0.4782969000000001, + "lr": 3.8263752000000007e-05, + "weight_decay": 0.0 + }, + "layer_1_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block0.layers.layers.4.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block1.layers.layers.4.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.0.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.2.weight", + "backbone.timm_model.dense_stages_0.0.dense_block2.layers.layers.4.weight" + ], + "lr_scale": 0.4782969000000001, + "lr": 3.8263752000000007e-05, + "weight_decay": 0.03 + }, + "layer_2_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_1.0.weight", + "backbone.timm_model.dense_stages_1.0.bias", + "backbone.timm_model.dense_stages_1.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.gamma", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.1.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.bias", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.bias" + ], + "lr_scale": 0.531441, + "lr": 4.251528000000001e-05, + "weight_decay": 0.0 + }, + "layer_2_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_1.1.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block0.layers.layers.4.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block1.layers.layers.4.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.0.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.2.weight", + "backbone.timm_model.dense_stages_1.2.dense_block2.layers.layers.4.weight" + ], + "lr_scale": 0.531441, + "lr": 4.251528000000001e-05, + "weight_decay": 0.03 + }, + "layer_3_no_decay": { + "param_names": [ + "backbone.timm_model.dense_stages_2.0.weight", + "backbone.timm_model.dense_stages_2.0.bias", + "backbone.timm_model.dense_stages_2.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.gamma", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.0.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.weight", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.1.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.2.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.4.bias", + "backbone.timm_model.dense_stages_2.2.dense_block0.layers.layers.5.fc.bias", + "backbone.timm_model.dense_stages_2.2.dense_block1.gamma", + 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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 + -------------------- +2024-03-05 18:44:20,411 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters +2024-03-05 18:44:20,412 - mmseg - INFO - Checkpoints will be saved to /mnt/cmlssd004/public/donghyun/dnet_exps/mmseg/dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808_419_0 by HardDiskBackend. +2024-03-05 18:46:29,544 - mmseg - INFO - Iter [50/160000] lr: 1.125e-06, eta: 3 days, 23:22:24, time: 2.147, data_time: 0.009, memory: 6291, decode.loss_ce: 3.9849, decode.acc_seg: 1.6276, aux.loss_ce: 1.6072, aux.acc_seg: 0.7748, loss: 5.5921 +2024-03-05 18:46:55,482 - mmseg - INFO - Iter [100/160000] lr: 2.272e-06, eta: 2 days, 11:11:49, time: 0.519, data_time: 0.008, memory: 6291, decode.loss_ce: 3.8880, decode.acc_seg: 13.0211, aux.loss_ce: 1.6051, aux.acc_seg: 1.1297, loss: 5.4931 +2024-03-05 18:47:21,241 - mmseg - INFO - Iter [150/160000] lr: 3.418e-06, eta: 1 day, 23:04:38, time: 0.515, data_time: 0.007, memory: 6291, decode.loss_ce: 3.6102, decode.acc_seg: 34.5851, aux.loss_ce: 1.5865, aux.acc_seg: 2.2727, loss: 5.1967 +2024-03-05 18:47:47,143 - mmseg - INFO - Iter [200/160000] lr: 4.563e-06, eta: 1 day, 17:02:43, time: 0.518, data_time: 0.007, memory: 6291, decode.loss_ce: 3.2379, decode.acc_seg: 41.7433, aux.loss_ce: 1.5774, aux.acc_seg: 9.2354, loss: 4.8154 +2024-03-05 18:48:12,961 - mmseg - INFO - Iter [250/160000] lr: 5.708e-06, eta: 1 day, 13:24:31, time: 0.516, data_time: 0.007, memory: 6291, decode.loss_ce: 2.9041, decode.acc_seg: 48.8000, aux.loss_ce: 1.5650, aux.acc_seg: 23.1497, loss: 4.4692 +2024-03-05 18:48:38,420 - mmseg - INFO - Iter [300/160000] lr: 6.852e-06, eta: 1 day, 10:55:43, time: 0.509, data_time: 0.007, memory: 6291, decode.loss_ce: 2.6598, decode.acc_seg: 50.3045, aux.loss_ce: 1.5166, aux.acc_seg: 32.8949, loss: 4.1763 +2024-03-05 18:49:04,144 - mmseg - INFO - Iter [350/160000] lr: 7.995e-06, eta: 1 day, 9:11:19, time: 0.514, data_time: 0.012, memory: 6291, decode.loss_ce: 2.4091, decode.acc_seg: 53.9436, aux.loss_ce: 1.4436, aux.acc_seg: 39.0816, loss: 3.8527 +2024-03-05 18:49:29,543 - mmseg - INFO - Iter [400/160000] lr: 9.138e-06, eta: 1 day, 7:50:46, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 2.2209, decode.acc_seg: 54.7621, aux.loss_ce: 1.3451, aux.acc_seg: 40.3090, loss: 3.5660 +2024-03-05 18:49:54,696 - mmseg - INFO - Iter [450/160000] lr: 1.028e-05, eta: 1 day, 6:46:33, time: 0.503, data_time: 0.009, memory: 6291, decode.loss_ce: 2.0425, decode.acc_seg: 56.1059, aux.loss_ce: 1.2399, aux.acc_seg: 42.8520, loss: 3.2824 +2024-03-05 18:50:20,182 - mmseg - INFO - Iter [500/160000] lr: 1.142e-05, eta: 1 day, 5:56:52, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 1.9042, decode.acc_seg: 57.3272, aux.loss_ce: 1.1536, aux.acc_seg: 43.1014, loss: 3.0578 +2024-03-05 18:50:45,660 - mmseg - INFO - Iter [550/160000] lr: 1.256e-05, eta: 1 day, 5:16:07, time: 0.510, data_time: 0.007, memory: 6291, decode.loss_ce: 1.8192, decode.acc_seg: 57.1944, aux.loss_ce: 1.0945, aux.acc_seg: 43.2965, loss: 2.9137 +2024-03-05 18:51:11,038 - mmseg - INFO - Iter [600/160000] lr: 1.370e-05, eta: 1 day, 4:41:38, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 1.6439, decode.acc_seg: 60.4869, aux.loss_ce: 1.0096, aux.acc_seg: 46.4818, loss: 2.6535 +2024-03-05 18:51:36,301 - mmseg - INFO - Iter [650/160000] lr: 1.484e-05, eta: 1 day, 4:11:55, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 1.6711, decode.acc_seg: 58.7647, aux.loss_ce: 0.9875, aux.acc_seg: 47.6347, loss: 2.6587 +2024-03-05 18:52:01,678 - mmseg - INFO - Iter [700/160000] lr: 1.598e-05, eta: 1 day, 3:46:49, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 1.6166, decode.acc_seg: 59.2978, aux.loss_ce: 0.9479, aux.acc_seg: 47.9985, loss: 2.5645 +2024-03-05 18:52:26,929 - mmseg - INFO - Iter [750/160000] lr: 1.712e-05, eta: 1 day, 3:24:34, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 1.5044, decode.acc_seg: 61.6263, aux.loss_ce: 0.8850, aux.acc_seg: 50.3698, loss: 2.3894 +2024-03-05 18:52:52,433 - mmseg - INFO - Iter [800/160000] lr: 1.825e-05, eta: 1 day, 3:05:53, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 1.4697, decode.acc_seg: 61.9658, aux.loss_ce: 0.8501, aux.acc_seg: 50.8082, loss: 2.3198 +2024-03-05 18:53:18,081 - mmseg - INFO - Iter [850/160000] lr: 1.939e-05, eta: 1 day, 2:49:48, time: 0.513, data_time: 0.008, memory: 6291, decode.loss_ce: 1.4655, decode.acc_seg: 60.6194, aux.loss_ce: 0.8142, aux.acc_seg: 51.5475, loss: 2.2798 +2024-03-05 18:53:43,509 - mmseg - INFO - Iter [900/160000] lr: 2.052e-05, eta: 1 day, 2:34:48, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 1.3796, decode.acc_seg: 62.8252, aux.loss_ce: 0.7802, aux.acc_seg: 54.1572, loss: 2.1598 +2024-03-05 18:54:08,984 - mmseg - INFO - Iter [950/160000] lr: 2.166e-05, eta: 1 day, 2:21:29, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 1.3683, decode.acc_seg: 61.9177, aux.loss_ce: 0.7587, aux.acc_seg: 52.8094, loss: 2.1270 +2024-03-05 18:54:34,512 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 18:54:34,513 - mmseg - INFO - Iter [1000/160000] lr: 2.279e-05, eta: 1 day, 2:09:34, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 1.3647, decode.acc_seg: 62.0459, aux.loss_ce: 0.7542, aux.acc_seg: 52.6708, loss: 2.1189 +2024-03-05 18:55:00,118 - mmseg - INFO - Iter [1050/160000] lr: 2.393e-05, eta: 1 day, 1:58:58, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 1.3603, decode.acc_seg: 61.8903, aux.loss_ce: 0.7381, aux.acc_seg: 53.4571, loss: 2.0984 +2024-03-05 18:55:25,952 - mmseg - INFO - Iter [1100/160000] lr: 2.506e-05, eta: 1 day, 1:49:50, time: 0.517, data_time: 0.009, memory: 6291, decode.loss_ce: 1.2804, decode.acc_seg: 64.0929, aux.loss_ce: 0.6926, aux.acc_seg: 55.8134, loss: 1.9730 +2024-03-05 18:55:51,481 - mmseg - INFO - Iter [1150/160000] lr: 2.619e-05, eta: 1 day, 1:40:45, time: 0.511, data_time: 0.007, memory: 6291, decode.loss_ce: 1.2830, decode.acc_seg: 63.4797, aux.loss_ce: 0.6903, aux.acc_seg: 55.1802, loss: 1.9734 +2024-03-05 18:56:17,184 - mmseg - INFO - Iter [1200/160000] lr: 2.732e-05, eta: 1 day, 1:32:45, time: 0.514, data_time: 0.009, memory: 6291, decode.loss_ce: 1.2248, decode.acc_seg: 64.0631, aux.loss_ce: 0.6547, aux.acc_seg: 55.7441, loss: 1.8796 +2024-03-05 18:56:43,163 - mmseg - INFO - Iter [1250/160000] lr: 2.845e-05, eta: 1 day, 1:25:59, time: 0.520, data_time: 0.010, memory: 6291, decode.loss_ce: 1.1786, decode.acc_seg: 65.2996, aux.loss_ce: 0.6251, aux.acc_seg: 58.1975, loss: 1.8037 +2024-03-05 18:57:11,756 - mmseg - INFO - Iter [1300/160000] lr: 2.958e-05, eta: 1 day, 1:25:01, time: 0.572, data_time: 0.056, memory: 6291, decode.loss_ce: 1.1895, decode.acc_seg: 64.8224, aux.loss_ce: 0.6387, aux.acc_seg: 57.8175, loss: 1.8281 +2024-03-05 18:57:37,241 - mmseg - INFO - Iter [1350/160000] lr: 3.071e-05, eta: 1 day, 1:17:59, time: 0.510, data_time: 0.007, memory: 6291, decode.loss_ce: 1.1817, decode.acc_seg: 64.6348, aux.loss_ce: 0.6288, aux.acc_seg: 57.5462, loss: 1.8105 +2024-03-05 18:58:02,610 - mmseg - INFO - Iter [1400/160000] lr: 3.184e-05, eta: 1 day, 1:11:12, time: 0.507, data_time: 0.007, memory: 6291, decode.loss_ce: 1.1838, decode.acc_seg: 65.2306, aux.loss_ce: 0.6323, aux.acc_seg: 58.0713, loss: 1.8161 +2024-03-05 18:58:28,337 - mmseg - INFO - Iter [1450/160000] lr: 3.297e-05, eta: 1 day, 1:05:31, time: 0.515, data_time: 0.007, memory: 6291, decode.loss_ce: 1.0724, decode.acc_seg: 68.0285, aux.loss_ce: 0.5777, aux.acc_seg: 60.6250, loss: 1.6502 +2024-03-05 18:58:54,106 - mmseg - INFO - Iter [1500/160000] lr: 3.409e-05, eta: 1 day, 1:00:15, time: 0.515, data_time: 0.009, memory: 6291, decode.loss_ce: 1.1726, decode.acc_seg: 64.5262, aux.loss_ce: 0.6064, aux.acc_seg: 59.1106, loss: 1.7790 +2024-03-05 18:59:19,683 - mmseg - INFO - Iter [1550/160000] lr: 3.410e-05, eta: 1 day, 0:54:59, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0829, decode.acc_seg: 66.9527, aux.loss_ce: 0.5712, aux.acc_seg: 60.5771, loss: 1.6540 +2024-03-05 18:59:45,549 - mmseg - INFO - Iter [1600/160000] lr: 3.409e-05, eta: 1 day, 0:50:29, time: 0.517, data_time: 0.009, memory: 6291, decode.loss_ce: 1.1037, decode.acc_seg: 66.1141, aux.loss_ce: 0.5766, aux.acc_seg: 60.1467, loss: 1.6803 +2024-03-05 19:00:11,495 - mmseg - INFO - Iter [1650/160000] lr: 3.408e-05, eta: 1 day, 0:46:22, time: 0.519, data_time: 0.008, memory: 6291, decode.loss_ce: 1.1058, decode.acc_seg: 65.2778, aux.loss_ce: 0.5837, aux.acc_seg: 59.2378, loss: 1.6895 +2024-03-05 19:00:37,096 - mmseg - INFO - Iter [1700/160000] lr: 3.407e-05, eta: 1 day, 0:41:55, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0951, decode.acc_seg: 65.7302, aux.loss_ce: 0.5805, aux.acc_seg: 59.5844, loss: 1.6755 +2024-03-05 19:01:02,850 - mmseg - INFO - Iter [1750/160000] lr: 3.406e-05, eta: 1 day, 0:37:56, time: 0.515, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0586, decode.acc_seg: 67.1106, aux.loss_ce: 0.5566, aux.acc_seg: 61.6620, loss: 1.6152 +2024-03-05 19:01:28,477 - mmseg - INFO - Iter [1800/160000] lr: 3.405e-05, eta: 1 day, 0:33:58, time: 0.513, data_time: 0.007, memory: 6291, decode.loss_ce: 0.9843, decode.acc_seg: 68.5725, aux.loss_ce: 0.5274, aux.acc_seg: 62.6984, loss: 1.5117 +2024-03-05 19:01:54,193 - mmseg - INFO - Iter [1850/160000] lr: 3.404e-05, eta: 1 day, 0:30:19, time: 0.514, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9946, decode.acc_seg: 67.9151, aux.loss_ce: 0.5389, aux.acc_seg: 61.6600, loss: 1.5335 +2024-03-05 19:02:19,808 - mmseg - INFO - Iter [1900/160000] lr: 3.403e-05, eta: 1 day, 0:26:42, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0514, decode.acc_seg: 66.5734, aux.loss_ce: 0.5423, aux.acc_seg: 61.3303, loss: 1.5937 +2024-03-05 19:02:45,241 - mmseg - INFO - Iter [1950/160000] lr: 3.402e-05, eta: 1 day, 0:22:59, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0292, decode.acc_seg: 66.3508, aux.loss_ce: 0.5365, aux.acc_seg: 60.8559, loss: 1.5657 +2024-03-05 19:03:10,828 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:03:10,828 - mmseg - INFO - Iter [2000/160000] lr: 3.401e-05, eta: 1 day, 0:19:39, time: 0.512, data_time: 0.007, memory: 6291, decode.loss_ce: 1.0175, decode.acc_seg: 66.8818, aux.loss_ce: 0.5344, aux.acc_seg: 60.9879, loss: 1.5520 +2024-03-05 19:03:36,377 - mmseg - INFO - Iter [2050/160000] lr: 3.400e-05, eta: 1 day, 0:16:25, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9791, decode.acc_seg: 68.2804, aux.loss_ce: 0.5149, aux.acc_seg: 62.4059, loss: 1.4940 +2024-03-05 19:04:01,882 - mmseg - INFO - Iter [2100/160000] lr: 3.399e-05, eta: 1 day, 0:13:15, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 1.0151, decode.acc_seg: 66.7849, aux.loss_ce: 0.5352, aux.acc_seg: 61.4628, loss: 1.5502 +2024-03-05 19:04:27,295 - mmseg - INFO - Iter [2150/160000] lr: 3.397e-05, eta: 1 day, 0:10:06, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 1.0168, decode.acc_seg: 68.4108, aux.loss_ce: 0.5239, aux.acc_seg: 63.4865, loss: 1.5407 +2024-03-05 19:04:52,943 - mmseg - INFO - Iter [2200/160000] lr: 3.396e-05, eta: 1 day, 0:07:21, time: 0.513, data_time: 0.010, memory: 6291, decode.loss_ce: 0.9755, decode.acc_seg: 68.4424, aux.loss_ce: 0.5108, aux.acc_seg: 62.5763, loss: 1.4863 +2024-03-05 19:05:18,654 - mmseg - INFO - Iter [2250/160000] lr: 3.395e-05, eta: 1 day, 0:04:47, time: 0.514, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9384, decode.acc_seg: 69.5117, aux.loss_ce: 0.4992, aux.acc_seg: 63.9819, loss: 1.4376 +2024-03-05 19:05:44,282 - mmseg - INFO - Iter [2300/160000] lr: 3.394e-05, eta: 1 day, 0:02:13, time: 0.513, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9476, decode.acc_seg: 68.3162, aux.loss_ce: 0.4973, aux.acc_seg: 63.0755, loss: 1.4450 +2024-03-05 19:06:09,759 - mmseg - INFO - Iter [2350/160000] lr: 3.393e-05, eta: 23:59:34, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 0.8840, decode.acc_seg: 70.9525, aux.loss_ce: 0.4766, aux.acc_seg: 64.6091, loss: 1.3606 +2024-03-05 19:06:35,299 - mmseg - INFO - Iter [2400/160000] lr: 3.392e-05, eta: 23:57:05, time: 0.511, data_time: 0.010, memory: 6291, decode.loss_ce: 0.9488, decode.acc_seg: 69.0127, aux.loss_ce: 0.5103, aux.acc_seg: 62.9790, loss: 1.4591 +2024-03-05 19:07:00,764 - mmseg - INFO - Iter [2450/160000] lr: 3.391e-05, eta: 23:54:35, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9038, decode.acc_seg: 70.5041, aux.loss_ce: 0.4836, aux.acc_seg: 64.1860, loss: 1.3874 +2024-03-05 19:07:26,311 - mmseg - INFO - Iter [2500/160000] lr: 3.390e-05, eta: 23:52:17, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.9736, decode.acc_seg: 67.6382, aux.loss_ce: 0.5123, aux.acc_seg: 61.5511, loss: 1.4859 +2024-03-05 19:07:54,968 - mmseg - INFO - Iter [2550/160000] lr: 3.389e-05, eta: 23:53:14, time: 0.573, data_time: 0.061, memory: 6291, decode.loss_ce: 0.8889, decode.acc_seg: 69.7047, aux.loss_ce: 0.4679, aux.acc_seg: 64.7421, loss: 1.3568 +2024-03-05 19:08:20,675 - mmseg - INFO - Iter [2600/160000] lr: 3.388e-05, eta: 23:51:10, time: 0.514, data_time: 0.009, memory: 6291, decode.loss_ce: 0.9538, decode.acc_seg: 67.8369, aux.loss_ce: 0.5054, aux.acc_seg: 62.4683, loss: 1.4592 +2024-03-05 19:08:46,217 - mmseg - INFO - Iter [2650/160000] lr: 3.387e-05, eta: 23:49:00, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8509, decode.acc_seg: 72.0768, aux.loss_ce: 0.4584, aux.acc_seg: 66.3820, loss: 1.3092 +2024-03-05 19:09:11,672 - mmseg - INFO - Iter [2700/160000] lr: 3.386e-05, eta: 23:46:47, time: 0.509, data_time: 0.007, memory: 6291, decode.loss_ce: 0.8841, decode.acc_seg: 70.5109, aux.loss_ce: 0.4777, aux.acc_seg: 63.8090, loss: 1.3618 +2024-03-05 19:09:37,277 - mmseg - INFO - Iter [2750/160000] lr: 3.385e-05, eta: 23:44:49, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8578, decode.acc_seg: 71.4974, aux.loss_ce: 0.4623, aux.acc_seg: 65.4174, loss: 1.3201 +2024-03-05 19:10:02,746 - mmseg - INFO - Iter [2800/160000] lr: 3.383e-05, eta: 23:42:45, time: 0.509, data_time: 0.009, memory: 6291, decode.loss_ce: 0.8722, decode.acc_seg: 70.2245, aux.loss_ce: 0.4704, aux.acc_seg: 64.2082, loss: 1.3426 +2024-03-05 19:10:28,013 - mmseg - INFO - Iter [2850/160000] lr: 3.382e-05, eta: 23:40:34, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8730, decode.acc_seg: 71.0780, aux.loss_ce: 0.4587, aux.acc_seg: 65.6844, loss: 1.3317 +2024-03-05 19:10:53,631 - mmseg - INFO - Iter [2900/160000] lr: 3.381e-05, eta: 23:38:46, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8894, decode.acc_seg: 69.4453, aux.loss_ce: 0.4735, aux.acc_seg: 63.2041, loss: 1.3629 +2024-03-05 19:11:19,068 - mmseg - INFO - Iter [2950/160000] lr: 3.380e-05, eta: 23:36:51, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8473, decode.acc_seg: 71.6876, aux.loss_ce: 0.4572, aux.acc_seg: 65.3597, loss: 1.3045 +2024-03-05 19:11:44,488 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:11:44,488 - mmseg - INFO - Iter [3000/160000] lr: 3.379e-05, eta: 23:34:57, time: 0.508, data_time: 0.009, memory: 6291, decode.loss_ce: 0.8095, decode.acc_seg: 72.4217, aux.loss_ce: 0.4361, aux.acc_seg: 66.8298, loss: 1.2456 +2024-03-05 19:12:10,066 - mmseg - INFO - Iter [3050/160000] lr: 3.378e-05, eta: 23:33:15, time: 0.512, data_time: 0.007, memory: 6291, decode.loss_ce: 0.8511, decode.acc_seg: 70.7876, aux.loss_ce: 0.4529, aux.acc_seg: 64.8298, loss: 1.3039 +2024-03-05 19:12:35,659 - mmseg - INFO - Iter [3100/160000] lr: 3.377e-05, eta: 23:31:36, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8588, decode.acc_seg: 70.6121, aux.loss_ce: 0.4598, aux.acc_seg: 64.8740, loss: 1.3187 +2024-03-05 19:13:01,243 - mmseg - INFO - Iter [3150/160000] lr: 3.376e-05, eta: 23:29:59, time: 0.512, data_time: 0.007, memory: 6291, decode.loss_ce: 0.8139, decode.acc_seg: 71.1546, aux.loss_ce: 0.4364, aux.acc_seg: 65.4655, loss: 1.2504 +2024-03-05 19:13:26,597 - mmseg - INFO - Iter [3200/160000] lr: 3.375e-05, eta: 23:28:13, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8205, decode.acc_seg: 71.7426, aux.loss_ce: 0.4402, aux.acc_seg: 66.1173, loss: 1.2607 +2024-03-05 19:13:52,025 - mmseg - INFO - Iter [3250/160000] lr: 3.374e-05, eta: 23:26:33, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7876, decode.acc_seg: 72.3717, aux.loss_ce: 0.4198, aux.acc_seg: 66.4798, loss: 1.2074 +2024-03-05 19:14:17,692 - mmseg - INFO - Iter [3300/160000] lr: 3.373e-05, eta: 23:25:07, time: 0.513, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8432, decode.acc_seg: 70.8587, aux.loss_ce: 0.4538, aux.acc_seg: 64.5944, loss: 1.2971 +2024-03-05 19:14:43,183 - mmseg - INFO - Iter [3350/160000] lr: 3.372e-05, eta: 23:23:34, time: 0.510, data_time: 0.007, memory: 6291, decode.loss_ce: 0.8144, decode.acc_seg: 71.8978, aux.loss_ce: 0.4380, aux.acc_seg: 65.7015, loss: 1.2524 +2024-03-05 19:15:08,858 - mmseg - INFO - Iter [3400/160000] lr: 3.371e-05, eta: 23:22:12, time: 0.513, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8056, decode.acc_seg: 72.6874, aux.loss_ce: 0.4338, aux.acc_seg: 66.6396, loss: 1.2394 +2024-03-05 19:15:34,490 - mmseg - INFO - Iter [3450/160000] lr: 3.370e-05, eta: 23:20:48, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8596, decode.acc_seg: 70.9309, aux.loss_ce: 0.4512, aux.acc_seg: 65.6251, loss: 1.3108 +2024-03-05 19:16:00,137 - mmseg - INFO - Iter [3500/160000] lr: 3.368e-05, eta: 23:19:28, time: 0.513, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8645, decode.acc_seg: 70.9525, aux.loss_ce: 0.4531, aux.acc_seg: 65.2109, loss: 1.3176 +2024-03-05 19:16:25,677 - mmseg - INFO - Iter [3550/160000] lr: 3.367e-05, eta: 23:18:05, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8351, decode.acc_seg: 70.7475, aux.loss_ce: 0.4353, aux.acc_seg: 65.7704, loss: 1.2704 +2024-03-05 19:16:51,144 - mmseg - INFO - Iter [3600/160000] lr: 3.366e-05, eta: 23:16:40, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8371, decode.acc_seg: 70.9518, aux.loss_ce: 0.4384, aux.acc_seg: 65.3420, loss: 1.2755 +2024-03-05 19:17:16,586 - mmseg - INFO - Iter [3650/160000] lr: 3.365e-05, eta: 23:15:15, time: 0.509, data_time: 0.007, memory: 6291, decode.loss_ce: 0.8532, decode.acc_seg: 71.1185, aux.loss_ce: 0.4456, aux.acc_seg: 65.6586, loss: 1.2988 +2024-03-05 19:17:41,937 - mmseg - INFO - Iter [3700/160000] lr: 3.364e-05, eta: 23:13:48, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8096, decode.acc_seg: 72.2505, aux.loss_ce: 0.4362, aux.acc_seg: 66.4464, loss: 1.2458 +2024-03-05 19:18:07,300 - mmseg - INFO - Iter [3750/160000] lr: 3.363e-05, eta: 23:12:24, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8397, decode.acc_seg: 71.4348, aux.loss_ce: 0.4437, aux.acc_seg: 66.0048, loss: 1.2834 +2024-03-05 19:18:35,937 - mmseg - INFO - Iter [3800/160000] lr: 3.362e-05, eta: 23:13:15, time: 0.573, data_time: 0.066, memory: 6291, decode.loss_ce: 0.8028, decode.acc_seg: 72.6313, aux.loss_ce: 0.4294, aux.acc_seg: 66.2825, loss: 1.2322 +2024-03-05 19:19:01,215 - mmseg - INFO - Iter [3850/160000] lr: 3.361e-05, eta: 23:11:48, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7848, decode.acc_seg: 72.2718, aux.loss_ce: 0.4176, aux.acc_seg: 66.7975, loss: 1.2024 +2024-03-05 19:19:26,552 - mmseg - INFO - Iter [3900/160000] lr: 3.360e-05, eta: 23:10:25, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7944, decode.acc_seg: 72.1089, aux.loss_ce: 0.4221, aux.acc_seg: 65.6989, loss: 1.2165 +2024-03-05 19:19:51,754 - mmseg - INFO - Iter [3950/160000] lr: 3.359e-05, eta: 23:08:59, time: 0.504, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7706, decode.acc_seg: 73.2954, aux.loss_ce: 0.4205, aux.acc_seg: 66.8623, loss: 1.1911 +2024-03-05 19:20:17,287 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:20:17,287 - mmseg - INFO - Iter [4000/160000] lr: 3.358e-05, eta: 23:07:46, time: 0.511, data_time: 0.010, memory: 6291, decode.loss_ce: 0.7272, decode.acc_seg: 73.9672, aux.loss_ce: 0.3855, aux.acc_seg: 69.1250, loss: 1.1127 +2024-03-05 19:20:42,883 - mmseg - INFO - Iter [4050/160000] lr: 3.357e-05, eta: 23:06:38, time: 0.512, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7415, decode.acc_seg: 73.3420, aux.loss_ce: 0.4119, aux.acc_seg: 66.9080, loss: 1.1534 +2024-03-05 19:21:08,367 - mmseg - INFO - Iter [4100/160000] lr: 3.356e-05, eta: 23:05:26, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7820, decode.acc_seg: 72.6962, aux.loss_ce: 0.4173, aux.acc_seg: 66.5103, loss: 1.1993 +2024-03-05 19:21:33,638 - mmseg - INFO - Iter [4150/160000] lr: 3.354e-05, eta: 23:04:07, time: 0.505, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7502, decode.acc_seg: 73.3745, aux.loss_ce: 0.4108, aux.acc_seg: 67.2167, loss: 1.1610 +2024-03-05 19:21:59,148 - mmseg - INFO - Iter [4200/160000] lr: 3.353e-05, eta: 23:02:58, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7635, decode.acc_seg: 72.3087, aux.loss_ce: 0.3958, aux.acc_seg: 67.5628, loss: 1.1592 +2024-03-05 19:22:24,758 - mmseg - INFO - Iter [4250/160000] lr: 3.352e-05, eta: 23:01:54, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.8115, decode.acc_seg: 71.9667, aux.loss_ce: 0.4248, aux.acc_seg: 67.0550, loss: 1.2363 +2024-03-05 19:22:50,382 - mmseg - INFO - Iter [4300/160000] lr: 3.351e-05, eta: 23:00:51, time: 0.512, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7660, decode.acc_seg: 72.9623, aux.loss_ce: 0.4016, aux.acc_seg: 67.6961, loss: 1.1676 +2024-03-05 19:23:15,641 - mmseg - INFO - Iter [4350/160000] lr: 3.350e-05, eta: 22:59:37, time: 0.505, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7424, decode.acc_seg: 73.6784, aux.loss_ce: 0.3954, aux.acc_seg: 68.3286, loss: 1.1378 +2024-03-05 19:23:41,200 - mmseg - INFO - Iter [4400/160000] lr: 3.349e-05, eta: 22:58:33, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7325, decode.acc_seg: 73.3365, aux.loss_ce: 0.3908, aux.acc_seg: 68.3181, loss: 1.1233 +2024-03-05 19:24:06,635 - mmseg - INFO - Iter [4450/160000] lr: 3.348e-05, eta: 22:57:27, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7344, decode.acc_seg: 73.4960, aux.loss_ce: 0.3924, aux.acc_seg: 68.4010, loss: 1.1269 +2024-03-05 19:24:32,075 - mmseg - INFO - Iter [4500/160000] lr: 3.347e-05, eta: 22:56:21, time: 0.509, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7286, decode.acc_seg: 73.6980, aux.loss_ce: 0.3894, aux.acc_seg: 68.2389, loss: 1.1180 +2024-03-05 19:24:57,566 - mmseg - INFO - Iter [4550/160000] lr: 3.346e-05, eta: 22:55:18, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7300, decode.acc_seg: 73.5272, aux.loss_ce: 0.3960, aux.acc_seg: 67.3322, loss: 1.1259 +2024-03-05 19:25:23,085 - mmseg - INFO - Iter [4600/160000] lr: 3.345e-05, eta: 22:54:17, time: 0.510, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7744, decode.acc_seg: 72.4224, aux.loss_ce: 0.4034, aux.acc_seg: 67.3591, loss: 1.1778 +2024-03-05 19:25:48,567 - mmseg - INFO - Iter [4650/160000] lr: 3.344e-05, eta: 22:53:16, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7390, decode.acc_seg: 73.9816, aux.loss_ce: 0.3965, aux.acc_seg: 68.2431, loss: 1.1355 +2024-03-05 19:26:13,980 - mmseg - INFO - Iter [4700/160000] lr: 3.343e-05, eta: 22:52:13, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7556, decode.acc_seg: 72.8185, aux.loss_ce: 0.4052, aux.acc_seg: 67.3157, loss: 1.1607 +2024-03-05 19:26:39,426 - mmseg - INFO - Iter [4750/160000] lr: 3.342e-05, eta: 22:51:11, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7492, decode.acc_seg: 73.9817, aux.loss_ce: 0.4007, aux.acc_seg: 67.8319, loss: 1.1498 +2024-03-05 19:27:04,862 - mmseg - INFO - Iter [4800/160000] lr: 3.340e-05, eta: 22:50:11, time: 0.509, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7537, decode.acc_seg: 73.2128, aux.loss_ce: 0.3988, aux.acc_seg: 66.9830, loss: 1.1525 +2024-03-05 19:27:30,243 - mmseg - INFO - Iter [4850/160000] lr: 3.339e-05, eta: 22:49:09, time: 0.508, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7859, decode.acc_seg: 72.2536, aux.loss_ce: 0.4067, aux.acc_seg: 67.1596, loss: 1.1926 +2024-03-05 19:27:55,515 - mmseg - INFO - Iter [4900/160000] lr: 3.338e-05, eta: 22:48:04, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7593, decode.acc_seg: 73.0223, aux.loss_ce: 0.3987, aux.acc_seg: 66.9813, loss: 1.1580 +2024-03-05 19:28:20,913 - mmseg - INFO - Iter [4950/160000] lr: 3.337e-05, eta: 22:47:04, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7649, decode.acc_seg: 73.0444, aux.loss_ce: 0.3984, aux.acc_seg: 68.0400, loss: 1.1632 +2024-03-05 19:28:46,442 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:28:46,442 - mmseg - INFO - Iter [5000/160000] lr: 3.336e-05, eta: 22:46:09, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7457, decode.acc_seg: 73.5279, aux.loss_ce: 0.4062, aux.acc_seg: 66.6148, loss: 1.1519 +2024-03-05 19:29:12,120 - mmseg - INFO - Iter [5050/160000] lr: 3.335e-05, eta: 22:45:19, time: 0.514, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7572, decode.acc_seg: 73.4642, aux.loss_ce: 0.3977, aux.acc_seg: 67.8510, loss: 1.1549 +2024-03-05 19:29:40,560 - mmseg - INFO - Iter [5100/160000] lr: 3.334e-05, eta: 22:45:54, time: 0.569, data_time: 0.063, memory: 6291, decode.loss_ce: 0.7087, decode.acc_seg: 74.2830, aux.loss_ce: 0.3846, aux.acc_seg: 68.3419, loss: 1.0933 +2024-03-05 19:30:05,933 - mmseg - INFO - Iter [5150/160000] lr: 3.333e-05, eta: 22:44:55, time: 0.507, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6855, decode.acc_seg: 75.0194, aux.loss_ce: 0.3751, aux.acc_seg: 68.6741, loss: 1.0606 +2024-03-05 19:30:31,155 - mmseg - INFO - Iter [5200/160000] lr: 3.332e-05, eta: 22:43:52, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7195, decode.acc_seg: 73.6776, aux.loss_ce: 0.3917, aux.acc_seg: 67.4118, loss: 1.1112 +2024-03-05 19:30:56,597 - mmseg - INFO - Iter [5250/160000] lr: 3.331e-05, eta: 22:42:57, time: 0.509, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7317, decode.acc_seg: 74.1742, aux.loss_ce: 0.3894, aux.acc_seg: 68.3775, loss: 1.1211 +2024-03-05 19:31:22,098 - mmseg - INFO - Iter [5300/160000] lr: 3.330e-05, eta: 22:42:03, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6846, decode.acc_seg: 74.7623, aux.loss_ce: 0.3700, aux.acc_seg: 68.9896, loss: 1.0547 +2024-03-05 19:31:47,349 - mmseg - INFO - Iter [5350/160000] lr: 3.329e-05, eta: 22:41:03, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6964, decode.acc_seg: 75.2401, aux.loss_ce: 0.3779, aux.acc_seg: 70.0673, loss: 1.0743 +2024-03-05 19:32:12,668 - mmseg - INFO - Iter [5400/160000] lr: 3.328e-05, eta: 22:40:06, time: 0.506, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7552, decode.acc_seg: 73.2621, aux.loss_ce: 0.3992, aux.acc_seg: 67.9806, loss: 1.1544 +2024-03-05 19:32:38,025 - mmseg - INFO - Iter [5450/160000] lr: 3.326e-05, eta: 22:39:10, time: 0.507, data_time: 0.007, memory: 6291, decode.loss_ce: 0.7057, decode.acc_seg: 74.5101, aux.loss_ce: 0.3770, aux.acc_seg: 68.9885, loss: 1.0828 +2024-03-05 19:33:03,731 - mmseg - INFO - Iter [5500/160000] lr: 3.325e-05, eta: 22:38:25, time: 0.514, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7420, decode.acc_seg: 73.2946, aux.loss_ce: 0.4018, aux.acc_seg: 67.0050, loss: 1.1438 +2024-03-05 19:33:29,195 - mmseg - INFO - Iter [5550/160000] lr: 3.324e-05, eta: 22:37:33, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7331, decode.acc_seg: 73.3591, aux.loss_ce: 0.3858, aux.acc_seg: 68.0752, loss: 1.1188 +2024-03-05 19:33:54,481 - mmseg - INFO - Iter [5600/160000] lr: 3.323e-05, eta: 22:36:37, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7183, decode.acc_seg: 74.4389, aux.loss_ce: 0.3796, aux.acc_seg: 69.1773, loss: 1.0980 +2024-03-05 19:34:19,903 - mmseg - INFO - Iter [5650/160000] lr: 3.322e-05, eta: 22:35:44, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6852, decode.acc_seg: 74.8365, aux.loss_ce: 0.3710, aux.acc_seg: 69.0592, loss: 1.0562 +2024-03-05 19:34:45,218 - mmseg - INFO - Iter [5700/160000] lr: 3.321e-05, eta: 22:34:50, time: 0.506, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7287, decode.acc_seg: 74.3118, aux.loss_ce: 0.3837, aux.acc_seg: 68.9552, loss: 1.1124 +2024-03-05 19:35:10,606 - mmseg - INFO - Iter [5750/160000] lr: 3.320e-05, eta: 22:33:58, time: 0.508, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7641, decode.acc_seg: 72.8728, aux.loss_ce: 0.3966, aux.acc_seg: 67.7228, loss: 1.1607 +2024-03-05 19:35:36,076 - mmseg - INFO - Iter [5800/160000] lr: 3.319e-05, eta: 22:33:09, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7357, decode.acc_seg: 73.9670, aux.loss_ce: 0.3835, aux.acc_seg: 68.5727, loss: 1.1192 +2024-03-05 19:36:01,511 - mmseg - INFO - Iter [5850/160000] lr: 3.318e-05, eta: 22:32:19, time: 0.509, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6864, decode.acc_seg: 75.1344, aux.loss_ce: 0.3654, aux.acc_seg: 69.8823, loss: 1.0518 +2024-03-05 19:36:26,864 - mmseg - INFO - Iter [5900/160000] lr: 3.317e-05, eta: 22:31:28, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6890, decode.acc_seg: 74.9556, aux.loss_ce: 0.3643, aux.acc_seg: 69.9562, loss: 1.0533 +2024-03-05 19:36:52,075 - mmseg - INFO - Iter [5950/160000] lr: 3.316e-05, eta: 22:30:33, time: 0.504, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6992, decode.acc_seg: 74.1709, aux.loss_ce: 0.3713, aux.acc_seg: 69.0155, loss: 1.0705 +2024-03-05 19:37:17,441 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:37:17,441 - mmseg - INFO - Iter [6000/160000] lr: 3.315e-05, eta: 22:29:42, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7111, decode.acc_seg: 74.7006, aux.loss_ce: 0.3711, aux.acc_seg: 69.7711, loss: 1.0822 +2024-03-05 19:37:42,764 - mmseg - INFO - Iter [6050/160000] lr: 3.314e-05, eta: 22:28:51, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7207, decode.acc_seg: 74.5021, aux.loss_ce: 0.3715, aux.acc_seg: 69.1956, loss: 1.0922 +2024-03-05 19:38:07,925 - mmseg - INFO - Iter [6100/160000] lr: 3.312e-05, eta: 22:27:57, time: 0.503, data_time: 0.009, memory: 6291, decode.loss_ce: 0.7172, decode.acc_seg: 74.3749, aux.loss_ce: 0.3715, aux.acc_seg: 68.7689, loss: 1.0887 +2024-03-05 19:38:33,172 - mmseg - INFO - Iter [6150/160000] lr: 3.311e-05, eta: 22:27:05, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6737, decode.acc_seg: 75.8932, aux.loss_ce: 0.3586, aux.acc_seg: 70.0495, loss: 1.0323 +2024-03-05 19:38:58,511 - mmseg - INFO - Iter [6200/160000] lr: 3.310e-05, eta: 22:26:15, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6848, decode.acc_seg: 75.4377, aux.loss_ce: 0.3625, aux.acc_seg: 70.1942, loss: 1.0473 +2024-03-05 19:39:23,896 - mmseg - INFO - Iter [6250/160000] lr: 3.309e-05, eta: 22:25:28, time: 0.508, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6809, decode.acc_seg: 74.9824, aux.loss_ce: 0.3566, aux.acc_seg: 69.7360, loss: 1.0375 +2024-03-05 19:39:49,206 - mmseg - INFO - Iter [6300/160000] lr: 3.308e-05, eta: 22:24:38, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6704, decode.acc_seg: 75.3280, aux.loss_ce: 0.3500, aux.acc_seg: 69.9785, loss: 1.0204 +2024-03-05 19:40:17,500 - mmseg - INFO - Iter [6350/160000] lr: 3.307e-05, eta: 22:25:02, time: 0.566, data_time: 0.065, memory: 6291, decode.loss_ce: 0.6783, decode.acc_seg: 74.4224, aux.loss_ce: 0.3655, aux.acc_seg: 68.7512, loss: 1.0438 +2024-03-05 19:40:43,032 - mmseg - INFO - Iter [6400/160000] lr: 3.306e-05, eta: 22:24:18, time: 0.511, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6510, decode.acc_seg: 76.6298, aux.loss_ce: 0.3591, aux.acc_seg: 70.0190, loss: 1.0100 +2024-03-05 19:41:08,192 - mmseg - INFO - Iter [6450/160000] lr: 3.305e-05, eta: 22:23:26, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6891, decode.acc_seg: 75.5217, aux.loss_ce: 0.3758, aux.acc_seg: 69.6629, loss: 1.0649 +2024-03-05 19:41:33,580 - mmseg - INFO - Iter [6500/160000] lr: 3.304e-05, eta: 22:22:39, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6697, decode.acc_seg: 75.3453, aux.loss_ce: 0.3610, aux.acc_seg: 69.4312, loss: 1.0307 +2024-03-05 19:41:59,065 - mmseg - INFO - Iter [6550/160000] lr: 3.303e-05, eta: 22:21:55, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6634, decode.acc_seg: 75.8485, aux.loss_ce: 0.3459, aux.acc_seg: 70.9982, loss: 1.0093 +2024-03-05 19:42:24,328 - mmseg - INFO - Iter [6600/160000] lr: 3.302e-05, eta: 22:21:06, time: 0.505, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6517, decode.acc_seg: 76.4881, aux.loss_ce: 0.3498, aux.acc_seg: 70.9310, loss: 1.0015 +2024-03-05 19:42:49,476 - mmseg - INFO - Iter [6650/160000] lr: 3.301e-05, eta: 22:20:15, time: 0.503, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6661, decode.acc_seg: 76.1604, aux.loss_ce: 0.3570, aux.acc_seg: 70.1621, loss: 1.0231 +2024-03-05 19:43:14,853 - mmseg - INFO - Iter [6700/160000] lr: 3.300e-05, eta: 22:19:29, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6697, decode.acc_seg: 75.9374, aux.loss_ce: 0.3503, aux.acc_seg: 70.6108, loss: 1.0200 +2024-03-05 19:43:40,248 - mmseg - INFO - Iter [6750/160000] lr: 3.298e-05, eta: 22:18:45, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7093, decode.acc_seg: 73.6809, aux.loss_ce: 0.3701, aux.acc_seg: 68.5062, loss: 1.0794 +2024-03-05 19:44:05,481 - mmseg - INFO - Iter [6800/160000] lr: 3.297e-05, eta: 22:17:57, time: 0.505, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6243, decode.acc_seg: 77.2006, aux.loss_ce: 0.3410, aux.acc_seg: 71.5786, loss: 0.9652 +2024-03-05 19:44:30,670 - mmseg - INFO - Iter [6850/160000] lr: 3.296e-05, eta: 22:17:08, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6468, decode.acc_seg: 75.6685, aux.loss_ce: 0.3428, aux.acc_seg: 70.9460, loss: 0.9896 +2024-03-05 19:44:55,782 - mmseg - INFO - Iter [6900/160000] lr: 3.295e-05, eta: 22:16:18, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.7078, decode.acc_seg: 74.6117, aux.loss_ce: 0.3698, aux.acc_seg: 69.1143, loss: 1.0776 +2024-03-05 19:45:21,146 - mmseg - INFO - Iter [6950/160000] lr: 3.294e-05, eta: 22:15:33, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6921, decode.acc_seg: 75.1740, aux.loss_ce: 0.3602, aux.acc_seg: 69.4924, loss: 1.0523 +2024-03-05 19:45:46,516 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:45:46,516 - mmseg - INFO - Iter [7000/160000] lr: 3.293e-05, eta: 22:14:49, time: 0.507, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6502, decode.acc_seg: 75.6084, aux.loss_ce: 0.3524, aux.acc_seg: 69.6771, loss: 1.0026 +2024-03-05 19:46:11,864 - mmseg - INFO - Iter [7050/160000] lr: 3.292e-05, eta: 22:14:05, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6653, decode.acc_seg: 75.7455, aux.loss_ce: 0.3444, aux.acc_seg: 70.7550, loss: 1.0097 +2024-03-05 19:46:37,202 - mmseg - INFO - Iter [7100/160000] lr: 3.291e-05, eta: 22:13:21, time: 0.507, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6453, decode.acc_seg: 76.2455, aux.loss_ce: 0.3427, aux.acc_seg: 70.2648, loss: 0.9880 +2024-03-05 19:47:02,457 - mmseg - INFO - Iter [7150/160000] lr: 3.290e-05, eta: 22:12:36, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6340, decode.acc_seg: 76.0159, aux.loss_ce: 0.3438, aux.acc_seg: 70.3134, loss: 0.9777 +2024-03-05 19:47:27,790 - mmseg - INFO - Iter [7200/160000] lr: 3.289e-05, eta: 22:11:52, time: 0.507, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6700, decode.acc_seg: 75.4498, aux.loss_ce: 0.3536, aux.acc_seg: 70.0769, loss: 1.0236 +2024-03-05 19:47:53,267 - mmseg - INFO - Iter [7250/160000] lr: 3.288e-05, eta: 22:11:12, time: 0.510, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6631, decode.acc_seg: 75.1431, aux.loss_ce: 0.3403, aux.acc_seg: 70.7746, loss: 1.0034 +2024-03-05 19:48:18,681 - mmseg - INFO - Iter [7300/160000] lr: 3.287e-05, eta: 22:10:30, time: 0.508, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6153, decode.acc_seg: 76.8645, aux.loss_ce: 0.3320, aux.acc_seg: 71.9094, loss: 0.9474 +2024-03-05 19:48:43,899 - mmseg - INFO - Iter [7350/160000] lr: 3.286e-05, eta: 22:09:45, time: 0.504, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6650, decode.acc_seg: 75.9273, aux.loss_ce: 0.3486, aux.acc_seg: 71.2690, loss: 1.0136 +2024-03-05 19:49:09,119 - mmseg - INFO - Iter [7400/160000] lr: 3.284e-05, eta: 22:09:00, time: 0.504, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6765, decode.acc_seg: 75.2818, aux.loss_ce: 0.3451, aux.acc_seg: 71.1555, loss: 1.0216 +2024-03-05 19:49:34,323 - mmseg - INFO - Iter [7450/160000] lr: 3.283e-05, eta: 22:08:15, time: 0.504, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6933, decode.acc_seg: 75.0403, aux.loss_ce: 0.3689, aux.acc_seg: 69.2971, loss: 1.0622 +2024-03-05 19:49:59,552 - mmseg - INFO - Iter [7500/160000] lr: 3.282e-05, eta: 22:07:31, time: 0.505, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6630, decode.acc_seg: 75.0181, aux.loss_ce: 0.3415, aux.acc_seg: 70.5534, loss: 1.0045 +2024-03-05 19:50:24,649 - mmseg - INFO - Iter [7550/160000] lr: 3.281e-05, eta: 22:06:44, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6995, decode.acc_seg: 74.9018, aux.loss_ce: 0.3619, aux.acc_seg: 69.3140, loss: 1.0615 +2024-03-05 19:50:52,821 - mmseg - INFO - Iter [7600/160000] lr: 3.280e-05, eta: 22:06:59, time: 0.563, data_time: 0.060, memory: 6291, decode.loss_ce: 0.6454, decode.acc_seg: 75.5113, aux.loss_ce: 0.3463, aux.acc_seg: 69.6306, loss: 0.9918 +2024-03-05 19:51:18,098 - mmseg - INFO - Iter [7650/160000] lr: 3.279e-05, eta: 22:06:16, time: 0.506, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6202, decode.acc_seg: 76.6120, aux.loss_ce: 0.3442, aux.acc_seg: 71.0176, loss: 0.9645 +2024-03-05 19:51:43,202 - mmseg - INFO - Iter [7700/160000] lr: 3.278e-05, eta: 22:05:30, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6208, decode.acc_seg: 76.7482, aux.loss_ce: 0.3373, aux.acc_seg: 71.1844, loss: 0.9580 +2024-03-05 19:52:08,449 - mmseg - INFO - Iter [7750/160000] lr: 3.277e-05, eta: 22:04:47, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6373, decode.acc_seg: 76.3160, aux.loss_ce: 0.3453, aux.acc_seg: 70.8857, loss: 0.9826 +2024-03-05 19:52:33,511 - mmseg - INFO - Iter [7800/160000] lr: 3.276e-05, eta: 22:04:01, time: 0.501, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6101, decode.acc_seg: 76.9246, aux.loss_ce: 0.3342, aux.acc_seg: 71.5774, loss: 0.9443 +2024-03-05 19:52:58,695 - mmseg - INFO - Iter [7850/160000] lr: 3.275e-05, eta: 22:03:17, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5914, decode.acc_seg: 77.2575, aux.loss_ce: 0.3179, aux.acc_seg: 72.0192, loss: 0.9093 +2024-03-05 19:53:23,952 - mmseg - INFO - Iter [7900/160000] lr: 3.274e-05, eta: 22:02:35, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6381, decode.acc_seg: 76.2628, aux.loss_ce: 0.3386, aux.acc_seg: 70.3233, loss: 0.9767 +2024-03-05 19:53:49,021 - mmseg - INFO - Iter [7950/160000] lr: 3.273e-05, eta: 22:01:49, time: 0.501, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6100, decode.acc_seg: 77.2617, aux.loss_ce: 0.3244, aux.acc_seg: 72.3618, loss: 0.9344 +2024-03-05 19:54:14,111 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 19:54:14,112 - mmseg - INFO - Iter [8000/160000] lr: 3.272e-05, eta: 22:01:04, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6100, decode.acc_seg: 76.7425, aux.loss_ce: 0.3178, aux.acc_seg: 72.1620, loss: 0.9278 +2024-03-05 19:54:39,246 - mmseg - INFO - Iter [8050/160000] lr: 3.270e-05, eta: 22:00:21, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6274, decode.acc_seg: 76.9766, aux.loss_ce: 0.3332, aux.acc_seg: 71.5101, loss: 0.9606 +2024-03-05 19:55:04,543 - mmseg - INFO - Iter [8100/160000] lr: 3.269e-05, eta: 21:59:40, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6085, decode.acc_seg: 77.4435, aux.loss_ce: 0.3341, aux.acc_seg: 71.2565, loss: 0.9427 +2024-03-05 19:55:29,772 - mmseg - INFO - Iter [8150/160000] lr: 3.268e-05, eta: 21:58:58, time: 0.505, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6220, decode.acc_seg: 76.7315, aux.loss_ce: 0.3421, aux.acc_seg: 70.4751, loss: 0.9641 +2024-03-05 19:55:55,119 - mmseg - INFO - Iter [8200/160000] lr: 3.267e-05, eta: 21:58:19, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5832, decode.acc_seg: 78.3773, aux.loss_ce: 0.3230, aux.acc_seg: 72.1750, loss: 0.9062 +2024-03-05 19:56:20,236 - mmseg - INFO - Iter [8250/160000] lr: 3.266e-05, eta: 21:57:36, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6445, decode.acc_seg: 76.0268, aux.loss_ce: 0.3397, aux.acc_seg: 70.9317, loss: 0.9842 +2024-03-05 19:56:45,363 - mmseg - INFO - Iter [8300/160000] lr: 3.265e-05, eta: 21:56:53, time: 0.502, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6932, decode.acc_seg: 74.8327, aux.loss_ce: 0.3624, aux.acc_seg: 69.7805, loss: 1.0555 +2024-03-05 19:57:10,433 - mmseg - INFO - Iter [8350/160000] lr: 3.264e-05, eta: 21:56:09, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6529, decode.acc_seg: 75.7209, aux.loss_ce: 0.3393, aux.acc_seg: 70.7874, loss: 0.9923 +2024-03-05 19:57:35,592 - mmseg - INFO - Iter [8400/160000] lr: 3.263e-05, eta: 21:55:27, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6200, decode.acc_seg: 77.2802, aux.loss_ce: 0.3336, aux.acc_seg: 72.0790, loss: 0.9537 +2024-03-05 19:58:00,622 - mmseg - INFO - Iter [8450/160000] lr: 3.262e-05, eta: 21:54:43, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6301, decode.acc_seg: 76.5325, aux.loss_ce: 0.3280, aux.acc_seg: 71.4758, loss: 0.9582 +2024-03-05 19:58:25,844 - mmseg - INFO - Iter [8500/160000] lr: 3.261e-05, eta: 21:54:03, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6459, decode.acc_seg: 76.2554, aux.loss_ce: 0.3350, aux.acc_seg: 71.6399, loss: 0.9809 +2024-03-05 19:58:50,964 - mmseg - INFO - Iter [8550/160000] lr: 3.260e-05, eta: 21:53:21, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6249, decode.acc_seg: 76.1284, aux.loss_ce: 0.3208, aux.acc_seg: 71.3517, loss: 0.9457 +2024-03-05 19:59:16,258 - mmseg - INFO - Iter [8600/160000] lr: 3.259e-05, eta: 21:52:42, time: 0.506, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6287, decode.acc_seg: 77.3341, aux.loss_ce: 0.3281, aux.acc_seg: 71.9378, loss: 0.9568 +2024-03-05 19:59:41,431 - mmseg - INFO - Iter [8650/160000] lr: 3.258e-05, eta: 21:52:02, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6544, decode.acc_seg: 76.0179, aux.loss_ce: 0.3384, aux.acc_seg: 71.1824, loss: 0.9928 +2024-03-05 20:00:06,635 - mmseg - INFO - Iter [8700/160000] lr: 3.257e-05, eta: 21:51:22, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6331, decode.acc_seg: 76.8432, aux.loss_ce: 0.3329, aux.acc_seg: 71.5342, loss: 0.9660 +2024-03-05 20:00:31,721 - mmseg - INFO - Iter [8750/160000] lr: 3.255e-05, eta: 21:50:40, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6584, decode.acc_seg: 76.2761, aux.loss_ce: 0.3424, aux.acc_seg: 71.0459, loss: 1.0007 +2024-03-05 20:00:57,194 - mmseg - INFO - Iter [8800/160000] lr: 3.254e-05, eta: 21:50:05, time: 0.509, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6490, decode.acc_seg: 76.7971, aux.loss_ce: 0.3367, aux.acc_seg: 71.3926, loss: 0.9857 +2024-03-05 20:01:25,843 - mmseg - INFO - Iter [8850/160000] lr: 3.253e-05, eta: 21:50:24, time: 0.573, data_time: 0.064, memory: 6291, decode.loss_ce: 0.6487, decode.acc_seg: 77.0120, aux.loss_ce: 0.3389, aux.acc_seg: 71.8006, loss: 0.9876 +2024-03-05 20:01:50,924 - mmseg - INFO - Iter [8900/160000] lr: 3.252e-05, eta: 21:49:42, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5966, decode.acc_seg: 77.4467, aux.loss_ce: 0.3292, aux.acc_seg: 71.2020, loss: 0.9258 +2024-03-05 20:02:15,967 - mmseg - INFO - Iter [8950/160000] lr: 3.251e-05, eta: 21:49:00, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5583, decode.acc_seg: 78.7937, aux.loss_ce: 0.3042, aux.acc_seg: 73.4830, loss: 0.8626 +2024-03-05 20:02:40,964 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:02:40,965 - mmseg - INFO - Iter [9000/160000] lr: 3.250e-05, eta: 21:48:17, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5831, decode.acc_seg: 77.8117, aux.loss_ce: 0.3199, aux.acc_seg: 72.1093, loss: 0.9030 +2024-03-05 20:03:06,120 - mmseg - INFO - Iter [9050/160000] lr: 3.249e-05, eta: 21:47:37, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5968, decode.acc_seg: 77.7712, aux.loss_ce: 0.3261, aux.acc_seg: 72.2106, loss: 0.9230 +2024-03-05 20:03:31,334 - mmseg - INFO - Iter [9100/160000] lr: 3.248e-05, eta: 21:46:59, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5955, decode.acc_seg: 78.3319, aux.loss_ce: 0.3193, aux.acc_seg: 72.6589, loss: 0.9148 +2024-03-05 20:03:56,700 - mmseg - INFO - Iter [9150/160000] lr: 3.247e-05, eta: 21:46:22, time: 0.507, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5909, decode.acc_seg: 77.3962, aux.loss_ce: 0.3273, aux.acc_seg: 71.2086, loss: 0.9182 +2024-03-05 20:04:21,863 - mmseg - INFO - Iter [9200/160000] lr: 3.246e-05, eta: 21:45:43, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6196, decode.acc_seg: 76.1741, aux.loss_ce: 0.3358, aux.acc_seg: 70.9954, loss: 0.9555 +2024-03-05 20:04:46,944 - mmseg - INFO - Iter [9250/160000] lr: 3.245e-05, eta: 21:45:02, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6271, decode.acc_seg: 76.8986, aux.loss_ce: 0.3319, aux.acc_seg: 71.2630, loss: 0.9590 +2024-03-05 20:05:12,191 - mmseg - INFO - Iter [9300/160000] lr: 3.244e-05, eta: 21:44:25, time: 0.505, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5899, decode.acc_seg: 77.8367, aux.loss_ce: 0.3174, aux.acc_seg: 72.3690, loss: 0.9073 +2024-03-05 20:05:37,540 - mmseg - INFO - Iter [9350/160000] lr: 3.243e-05, eta: 21:43:49, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5852, decode.acc_seg: 78.0566, aux.loss_ce: 0.3138, aux.acc_seg: 72.6599, loss: 0.8990 +2024-03-05 20:06:02,763 - mmseg - INFO - Iter [9400/160000] lr: 3.241e-05, eta: 21:43:11, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5891, decode.acc_seg: 77.7294, aux.loss_ce: 0.3187, aux.acc_seg: 72.2207, loss: 0.9078 +2024-03-05 20:06:27,989 - mmseg - INFO - Iter [9450/160000] lr: 3.240e-05, eta: 21:42:33, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6105, decode.acc_seg: 77.5049, aux.loss_ce: 0.3266, aux.acc_seg: 72.7635, loss: 0.9371 +2024-03-05 20:06:52,810 - mmseg - INFO - Iter [9500/160000] lr: 3.239e-05, eta: 21:41:49, time: 0.496, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5862, decode.acc_seg: 77.3757, aux.loss_ce: 0.3195, aux.acc_seg: 72.1691, loss: 0.9057 +2024-03-05 20:07:17,994 - mmseg - INFO - Iter [9550/160000] lr: 3.238e-05, eta: 21:41:11, time: 0.504, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6010, decode.acc_seg: 77.2109, aux.loss_ce: 0.3207, aux.acc_seg: 71.7874, loss: 0.9216 +2024-03-05 20:07:43,261 - mmseg - INFO - Iter [9600/160000] lr: 3.237e-05, eta: 21:40:35, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6137, decode.acc_seg: 77.3694, aux.loss_ce: 0.3240, aux.acc_seg: 71.9467, loss: 0.9376 +2024-03-05 20:08:08,491 - mmseg - INFO - Iter [9650/160000] lr: 3.236e-05, eta: 21:39:58, time: 0.505, data_time: 0.010, memory: 6291, decode.loss_ce: 0.6222, decode.acc_seg: 77.6944, aux.loss_ce: 0.3277, aux.acc_seg: 72.6307, loss: 0.9500 +2024-03-05 20:08:33,554 - mmseg - INFO - Iter [9700/160000] lr: 3.235e-05, eta: 21:39:18, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6066, decode.acc_seg: 77.8175, aux.loss_ce: 0.3191, aux.acc_seg: 72.7623, loss: 0.9256 +2024-03-05 20:08:58,642 - mmseg - INFO - Iter [9750/160000] lr: 3.234e-05, eta: 21:38:39, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6036, decode.acc_seg: 77.1263, aux.loss_ce: 0.3064, aux.acc_seg: 73.1821, loss: 0.9100 +2024-03-05 20:09:23,831 - mmseg - INFO - Iter [9800/160000] lr: 3.233e-05, eta: 21:38:02, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6227, decode.acc_seg: 76.9340, aux.loss_ce: 0.3288, aux.acc_seg: 71.7768, loss: 0.9515 +2024-03-05 20:09:49,137 - mmseg - INFO - Iter [9850/160000] lr: 3.232e-05, eta: 21:37:26, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5994, decode.acc_seg: 77.6795, aux.loss_ce: 0.3126, aux.acc_seg: 72.9765, loss: 0.9120 +2024-03-05 20:10:14,347 - mmseg - INFO - Iter [9900/160000] lr: 3.231e-05, eta: 21:36:50, time: 0.504, data_time: 0.009, memory: 6291, decode.loss_ce: 0.6050, decode.acc_seg: 77.2735, aux.loss_ce: 0.3239, aux.acc_seg: 71.9553, loss: 0.9288 +2024-03-05 20:10:39,416 - mmseg - INFO - Iter [9950/160000] lr: 3.230e-05, eta: 21:36:11, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6099, decode.acc_seg: 76.9707, aux.loss_ce: 0.3274, aux.acc_seg: 71.5907, loss: 0.9372 +2024-03-05 20:11:04,473 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:11:04,474 - mmseg - INFO - Iter [10000/160000] lr: 3.229e-05, eta: 21:35:32, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6160, decode.acc_seg: 77.2262, aux.loss_ce: 0.3364, aux.acc_seg: 71.5432, loss: 0.9524 +2024-03-05 20:11:29,576 - mmseg - INFO - Iter [10050/160000] lr: 3.227e-05, eta: 21:34:54, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5984, decode.acc_seg: 76.9135, aux.loss_ce: 0.3129, aux.acc_seg: 72.4067, loss: 0.9113 +2024-03-05 20:11:54,844 - mmseg - INFO - Iter [10100/160000] lr: 3.226e-05, eta: 21:34:19, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6383, decode.acc_seg: 76.0991, aux.loss_ce: 0.3278, aux.acc_seg: 71.3816, loss: 0.9661 +2024-03-05 20:12:22,962 - mmseg - INFO - Iter [10150/160000] lr: 3.225e-05, eta: 21:34:26, time: 0.562, data_time: 0.063, memory: 6291, decode.loss_ce: 0.5708, decode.acc_seg: 78.6056, aux.loss_ce: 0.3088, aux.acc_seg: 72.9543, loss: 0.8796 +2024-03-05 20:12:47,891 - mmseg - INFO - Iter [10200/160000] lr: 3.224e-05, eta: 21:33:45, time: 0.499, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5603, decode.acc_seg: 79.4459, aux.loss_ce: 0.3043, aux.acc_seg: 73.8502, loss: 0.8646 +2024-03-05 20:13:12,884 - mmseg - INFO - Iter [10250/160000] lr: 3.223e-05, eta: 21:33:06, time: 0.500, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5531, decode.acc_seg: 79.0677, aux.loss_ce: 0.3048, aux.acc_seg: 72.6962, loss: 0.8579 +2024-03-05 20:13:38,234 - mmseg - INFO - Iter [10300/160000] lr: 3.222e-05, eta: 21:32:32, time: 0.507, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5668, decode.acc_seg: 78.2394, aux.loss_ce: 0.3067, aux.acc_seg: 72.9028, loss: 0.8735 +2024-03-05 20:14:03,232 - mmseg - INFO - Iter [10350/160000] lr: 3.221e-05, eta: 21:31:53, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5647, decode.acc_seg: 78.5635, aux.loss_ce: 0.3031, aux.acc_seg: 73.4254, loss: 0.8678 +2024-03-05 20:14:28,234 - mmseg - INFO - Iter [10400/160000] lr: 3.220e-05, eta: 21:31:14, time: 0.500, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5320, decode.acc_seg: 79.5008, aux.loss_ce: 0.2918, aux.acc_seg: 74.7327, loss: 0.8238 +2024-03-05 20:14:53,444 - mmseg - INFO - Iter [10450/160000] lr: 3.219e-05, eta: 21:30:38, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5705, decode.acc_seg: 78.4661, aux.loss_ce: 0.3056, aux.acc_seg: 73.1963, loss: 0.8761 +2024-03-05 20:15:18,435 - mmseg - INFO - Iter [10500/160000] lr: 3.218e-05, eta: 21:30:00, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5691, decode.acc_seg: 78.7727, aux.loss_ce: 0.3127, aux.acc_seg: 73.2847, loss: 0.8818 +2024-03-05 20:15:43,464 - mmseg - INFO - Iter [10550/160000] lr: 3.217e-05, eta: 21:29:22, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5692, decode.acc_seg: 78.8160, aux.loss_ce: 0.3120, aux.acc_seg: 73.2977, loss: 0.8812 +2024-03-05 20:16:08,432 - mmseg - INFO - Iter [10600/160000] lr: 3.216e-05, eta: 21:28:43, time: 0.499, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5661, decode.acc_seg: 77.9887, aux.loss_ce: 0.3036, aux.acc_seg: 72.4511, loss: 0.8697 +2024-03-05 20:16:33,483 - mmseg - INFO - Iter [10650/160000] lr: 3.215e-05, eta: 21:28:05, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.6082, decode.acc_seg: 77.1726, aux.loss_ce: 0.3178, aux.acc_seg: 72.0925, loss: 0.9261 +2024-03-05 20:16:58,770 - mmseg - INFO - Iter [10700/160000] lr: 3.213e-05, eta: 21:27:31, time: 0.506, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6184, decode.acc_seg: 76.6374, aux.loss_ce: 0.3199, aux.acc_seg: 72.3355, loss: 0.9383 +2024-03-05 20:17:23,942 - mmseg - INFO - Iter [10750/160000] lr: 3.212e-05, eta: 21:26:56, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5863, decode.acc_seg: 78.2560, aux.loss_ce: 0.3202, aux.acc_seg: 72.7234, loss: 0.9065 +2024-03-05 20:17:48,985 - mmseg - INFO - Iter [10800/160000] lr: 3.211e-05, eta: 21:26:18, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5867, decode.acc_seg: 78.2339, aux.loss_ce: 0.3158, aux.acc_seg: 72.9872, loss: 0.9025 +2024-03-05 20:18:13,972 - mmseg - INFO - Iter [10850/160000] lr: 3.210e-05, eta: 21:25:41, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5698, decode.acc_seg: 78.0713, aux.loss_ce: 0.3033, aux.acc_seg: 73.0920, loss: 0.8731 +2024-03-05 20:18:39,054 - mmseg - INFO - Iter [10900/160000] lr: 3.209e-05, eta: 21:25:04, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5770, decode.acc_seg: 78.3827, aux.loss_ce: 0.3151, aux.acc_seg: 72.5467, loss: 0.8921 +2024-03-05 20:19:04,213 - mmseg - INFO - Iter [10950/160000] lr: 3.208e-05, eta: 21:24:29, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5934, decode.acc_seg: 77.6551, aux.loss_ce: 0.3174, aux.acc_seg: 72.1083, loss: 0.9108 +2024-03-05 20:19:29,376 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:19:29,377 - mmseg - INFO - Iter [11000/160000] lr: 3.207e-05, eta: 21:23:53, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5597, decode.acc_seg: 78.7053, aux.loss_ce: 0.3095, aux.acc_seg: 72.3223, loss: 0.8692 +2024-03-05 20:19:54,459 - mmseg - INFO - Iter [11050/160000] lr: 3.206e-05, eta: 21:23:17, time: 0.502, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5724, decode.acc_seg: 78.0822, aux.loss_ce: 0.3095, aux.acc_seg: 72.6458, loss: 0.8819 +2024-03-05 20:20:19,563 - mmseg - INFO - Iter [11100/160000] lr: 3.205e-05, eta: 21:22:41, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5826, decode.acc_seg: 78.2215, aux.loss_ce: 0.3051, aux.acc_seg: 73.4640, loss: 0.8877 +2024-03-05 20:20:44,490 - mmseg - INFO - Iter [11150/160000] lr: 3.204e-05, eta: 21:22:03, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5726, decode.acc_seg: 78.5872, aux.loss_ce: 0.3000, aux.acc_seg: 73.5462, loss: 0.8726 +2024-03-05 20:21:09,539 - mmseg - INFO - Iter [11200/160000] lr: 3.203e-05, eta: 21:21:27, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5835, decode.acc_seg: 78.1554, aux.loss_ce: 0.3121, aux.acc_seg: 73.2653, loss: 0.8956 +2024-03-05 20:21:34,709 - mmseg - INFO - Iter [11250/160000] lr: 3.202e-05, eta: 21:20:52, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5902, decode.acc_seg: 77.7376, aux.loss_ce: 0.3185, aux.acc_seg: 72.4728, loss: 0.9087 +2024-03-05 20:21:59,794 - mmseg - INFO - Iter [11300/160000] lr: 3.201e-05, eta: 21:20:17, time: 0.501, data_time: 0.007, memory: 6291, decode.loss_ce: 0.6070, decode.acc_seg: 77.3264, aux.loss_ce: 0.3254, aux.acc_seg: 71.8479, loss: 0.9323 +2024-03-05 20:22:24,946 - mmseg - INFO - Iter [11350/160000] lr: 3.199e-05, eta: 21:19:42, time: 0.503, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5705, decode.acc_seg: 78.1616, aux.loss_ce: 0.3026, aux.acc_seg: 73.5563, loss: 0.8731 +2024-03-05 20:22:52,957 - mmseg - INFO - Iter [11400/160000] lr: 3.198e-05, eta: 21:19:45, time: 0.560, data_time: 0.058, memory: 6291, decode.loss_ce: 0.5413, decode.acc_seg: 79.9759, aux.loss_ce: 0.2993, aux.acc_seg: 73.9777, loss: 0.8406 +2024-03-05 20:23:17,900 - mmseg - INFO - Iter [11450/160000] lr: 3.197e-05, eta: 21:19:07, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5135, decode.acc_seg: 80.6023, aux.loss_ce: 0.2851, aux.acc_seg: 75.0212, loss: 0.7986 +2024-03-05 20:23:43,026 - mmseg - INFO - Iter [11500/160000] lr: 3.196e-05, eta: 21:18:32, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5543, decode.acc_seg: 78.8051, aux.loss_ce: 0.3012, aux.acc_seg: 73.4665, loss: 0.8555 +2024-03-05 20:24:08,110 - mmseg - INFO - Iter [11550/160000] lr: 3.195e-05, eta: 21:17:57, time: 0.502, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5653, decode.acc_seg: 78.9838, aux.loss_ce: 0.3057, aux.acc_seg: 73.4591, loss: 0.8710 +2024-03-05 20:24:33,193 - mmseg - INFO - Iter [11600/160000] lr: 3.194e-05, eta: 21:17:21, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5505, decode.acc_seg: 79.5076, aux.loss_ce: 0.2959, aux.acc_seg: 74.6888, loss: 0.8464 +2024-03-05 20:24:58,196 - mmseg - INFO - Iter [11650/160000] lr: 3.193e-05, eta: 21:16:45, time: 0.500, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5494, decode.acc_seg: 78.9536, aux.loss_ce: 0.3049, aux.acc_seg: 72.8307, loss: 0.8543 +2024-03-05 20:25:23,138 - mmseg - INFO - Iter [11700/160000] lr: 3.192e-05, eta: 21:16:08, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5615, decode.acc_seg: 78.2776, aux.loss_ce: 0.3068, aux.acc_seg: 72.2085, loss: 0.8683 +2024-03-05 20:25:48,048 - mmseg - INFO - Iter [11750/160000] lr: 3.191e-05, eta: 21:15:31, time: 0.498, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5342, decode.acc_seg: 79.5624, aux.loss_ce: 0.2999, aux.acc_seg: 73.5480, loss: 0.8341 +2024-03-05 20:26:13,207 - mmseg - INFO - Iter [11800/160000] lr: 3.190e-05, eta: 21:14:57, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5526, decode.acc_seg: 78.8559, aux.loss_ce: 0.3021, aux.acc_seg: 73.5899, loss: 0.8547 +2024-03-05 20:26:38,116 - mmseg - INFO - Iter [11850/160000] lr: 3.189e-05, eta: 21:14:20, time: 0.498, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5459, decode.acc_seg: 79.4153, aux.loss_ce: 0.2906, aux.acc_seg: 73.9980, loss: 0.8365 +2024-03-05 20:27:03,156 - mmseg - INFO - Iter [11900/160000] lr: 3.188e-05, eta: 21:13:45, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5713, decode.acc_seg: 78.5532, aux.loss_ce: 0.3093, aux.acc_seg: 73.1376, loss: 0.8806 +2024-03-05 20:27:28,125 - mmseg - INFO - Iter [11950/160000] lr: 3.187e-05, eta: 21:13:08, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5512, decode.acc_seg: 79.5316, aux.loss_ce: 0.2936, aux.acc_seg: 74.4904, loss: 0.8448 +2024-03-05 20:27:53,234 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:27:53,235 - mmseg - INFO - Iter [12000/160000] lr: 3.185e-05, eta: 21:12:34, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5276, decode.acc_seg: 80.4600, aux.loss_ce: 0.2900, aux.acc_seg: 74.5879, loss: 0.8175 +2024-03-05 20:28:18,363 - mmseg - INFO - Iter [12050/160000] lr: 3.184e-05, eta: 21:12:00, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5250, decode.acc_seg: 79.8300, aux.loss_ce: 0.2892, aux.acc_seg: 74.5976, loss: 0.8142 +2024-03-05 20:28:43,679 - mmseg - INFO - Iter [12100/160000] lr: 3.183e-05, eta: 21:11:29, time: 0.506, data_time: 0.010, memory: 6291, decode.loss_ce: 0.5711, decode.acc_seg: 78.6654, aux.loss_ce: 0.3060, aux.acc_seg: 73.4786, loss: 0.8771 +2024-03-05 20:29:08,477 - mmseg - INFO - Iter [12150/160000] lr: 3.182e-05, eta: 21:10:51, time: 0.496, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5503, decode.acc_seg: 79.1448, aux.loss_ce: 0.2929, aux.acc_seg: 73.8136, loss: 0.8432 +2024-03-05 20:29:33,379 - mmseg - INFO - Iter [12200/160000] lr: 3.181e-05, eta: 21:10:14, time: 0.498, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5343, decode.acc_seg: 79.8205, aux.loss_ce: 0.2862, aux.acc_seg: 74.5773, loss: 0.8205 +2024-03-05 20:29:58,405 - mmseg - INFO - Iter [12250/160000] lr: 3.180e-05, eta: 21:09:39, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5711, decode.acc_seg: 78.6560, aux.loss_ce: 0.3049, aux.acc_seg: 73.5025, loss: 0.8760 +2024-03-05 20:30:23,468 - mmseg - INFO - Iter [12300/160000] lr: 3.179e-05, eta: 21:09:05, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5764, decode.acc_seg: 78.4110, aux.loss_ce: 0.3110, aux.acc_seg: 72.6341, loss: 0.8874 +2024-03-05 20:30:48,534 - mmseg - INFO - Iter [12350/160000] lr: 3.178e-05, eta: 21:08:31, time: 0.502, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5589, decode.acc_seg: 78.7968, aux.loss_ce: 0.3005, aux.acc_seg: 73.5974, loss: 0.8594 +2024-03-05 20:31:13,662 - mmseg - INFO - Iter [12400/160000] lr: 3.177e-05, eta: 21:07:57, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5706, decode.acc_seg: 78.7034, aux.loss_ce: 0.3010, aux.acc_seg: 73.7836, loss: 0.8716 +2024-03-05 20:31:38,815 - mmseg - INFO - Iter [12450/160000] lr: 3.176e-05, eta: 21:07:24, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5761, decode.acc_seg: 77.7943, aux.loss_ce: 0.3075, aux.acc_seg: 72.4799, loss: 0.8836 +2024-03-05 20:32:03,828 - mmseg - INFO - Iter [12500/160000] lr: 3.175e-05, eta: 21:06:49, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5590, decode.acc_seg: 78.7364, aux.loss_ce: 0.2998, aux.acc_seg: 73.2992, loss: 0.8588 +2024-03-05 20:32:29,195 - mmseg - INFO - Iter [12550/160000] lr: 3.174e-05, eta: 21:06:19, time: 0.507, data_time: 0.010, memory: 6291, decode.loss_ce: 0.5615, decode.acc_seg: 78.6113, aux.loss_ce: 0.2970, aux.acc_seg: 73.7294, loss: 0.8585 +2024-03-05 20:32:54,353 - mmseg - INFO - Iter [12600/160000] lr: 3.173e-05, eta: 21:05:46, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5596, decode.acc_seg: 78.9347, aux.loss_ce: 0.3021, aux.acc_seg: 73.5170, loss: 0.8618 +2024-03-05 20:33:22,505 - mmseg - INFO - Iter [12650/160000] lr: 3.171e-05, eta: 21:05:48, time: 0.563, data_time: 0.065, memory: 6291, decode.loss_ce: 0.5467, decode.acc_seg: 79.5383, aux.loss_ce: 0.2963, aux.acc_seg: 74.1385, loss: 0.8431 +2024-03-05 20:33:47,683 - mmseg - INFO - Iter [12700/160000] lr: 3.170e-05, eta: 21:05:15, time: 0.504, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5128, decode.acc_seg: 80.6413, aux.loss_ce: 0.2828, aux.acc_seg: 74.8164, loss: 0.7955 +2024-03-05 20:34:12,730 - mmseg - INFO - Iter [12750/160000] lr: 3.169e-05, eta: 21:04:41, time: 0.501, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5250, decode.acc_seg: 80.1599, aux.loss_ce: 0.2995, aux.acc_seg: 73.8540, loss: 0.8245 +2024-03-05 20:34:37,798 - mmseg - INFO - Iter [12800/160000] lr: 3.168e-05, eta: 21:04:08, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5193, decode.acc_seg: 80.0745, aux.loss_ce: 0.2849, aux.acc_seg: 74.8359, loss: 0.8042 +2024-03-05 20:35:03,000 - mmseg - INFO - Iter [12850/160000] lr: 3.167e-05, eta: 21:03:35, time: 0.504, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5261, decode.acc_seg: 79.5805, aux.loss_ce: 0.2860, aux.acc_seg: 73.9938, loss: 0.8121 +2024-03-05 20:35:28,243 - mmseg - INFO - Iter [12900/160000] lr: 3.166e-05, eta: 21:03:04, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5427, decode.acc_seg: 79.3306, aux.loss_ce: 0.2926, aux.acc_seg: 74.2810, loss: 0.8353 +2024-03-05 20:35:53,376 - mmseg - INFO - Iter [12950/160000] lr: 3.165e-05, eta: 21:02:31, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5530, decode.acc_seg: 78.5483, aux.loss_ce: 0.2959, aux.acc_seg: 73.3064, loss: 0.8488 +2024-03-05 20:36:18,223 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:36:18,223 - mmseg - INFO - Iter [13000/160000] lr: 3.164e-05, eta: 21:01:55, time: 0.497, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5552, decode.acc_seg: 79.3268, aux.loss_ce: 0.2996, aux.acc_seg: 73.8938, loss: 0.8548 +2024-03-05 20:36:43,049 - mmseg - INFO - Iter [13050/160000] lr: 3.163e-05, eta: 21:01:18, time: 0.497, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5454, decode.acc_seg: 79.7897, aux.loss_ce: 0.3009, aux.acc_seg: 73.7111, loss: 0.8463 +2024-03-05 20:37:08,077 - mmseg - INFO - Iter [13100/160000] lr: 3.162e-05, eta: 21:00:45, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5482, decode.acc_seg: 79.3586, aux.loss_ce: 0.2988, aux.acc_seg: 73.9209, loss: 0.8470 +2024-03-05 20:37:33,126 - mmseg - INFO - Iter [13150/160000] lr: 3.161e-05, eta: 21:00:11, time: 0.501, data_time: 0.010, memory: 6291, decode.loss_ce: 0.5546, decode.acc_seg: 78.9858, aux.loss_ce: 0.2984, aux.acc_seg: 73.6597, loss: 0.8530 +2024-03-05 20:37:58,072 - mmseg - INFO - Iter [13200/160000] lr: 3.160e-05, eta: 20:59:36, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5440, decode.acc_seg: 79.0081, aux.loss_ce: 0.2909, aux.acc_seg: 73.8361, loss: 0.8350 +2024-03-05 20:38:23,207 - mmseg - INFO - Iter [13250/160000] lr: 3.159e-05, eta: 20:59:04, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5136, decode.acc_seg: 80.6850, aux.loss_ce: 0.2898, aux.acc_seg: 75.0280, loss: 0.8034 +2024-03-05 20:38:48,069 - mmseg - INFO - Iter [13300/160000] lr: 3.157e-05, eta: 20:58:29, time: 0.497, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5411, decode.acc_seg: 78.9379, aux.loss_ce: 0.2986, aux.acc_seg: 73.4794, loss: 0.8397 +2024-03-05 20:39:13,005 - mmseg - INFO - Iter [13350/160000] lr: 3.156e-05, eta: 20:57:54, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5397, decode.acc_seg: 80.0627, aux.loss_ce: 0.2893, aux.acc_seg: 74.7356, loss: 0.8290 +2024-03-05 20:39:38,095 - mmseg - INFO - Iter [13400/160000] lr: 3.155e-05, eta: 20:57:21, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5435, decode.acc_seg: 79.2105, aux.loss_ce: 0.2915, aux.acc_seg: 73.8832, loss: 0.8350 +2024-03-05 20:40:03,235 - mmseg - INFO - Iter [13450/160000] lr: 3.154e-05, eta: 20:56:49, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5603, decode.acc_seg: 78.7900, aux.loss_ce: 0.2982, aux.acc_seg: 73.8148, loss: 0.8585 +2024-03-05 20:40:28,525 - mmseg - INFO - Iter [13500/160000] lr: 3.153e-05, eta: 20:56:19, time: 0.506, data_time: 0.007, memory: 6291, decode.loss_ce: 0.4968, decode.acc_seg: 81.0118, aux.loss_ce: 0.2660, aux.acc_seg: 76.7245, loss: 0.7627 +2024-03-05 20:40:53,596 - mmseg - INFO - Iter [13550/160000] lr: 3.152e-05, eta: 20:55:46, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5217, decode.acc_seg: 80.3093, aux.loss_ce: 0.2786, aux.acc_seg: 75.2171, loss: 0.8003 +2024-03-05 20:41:18,672 - mmseg - INFO - Iter [13600/160000] lr: 3.151e-05, eta: 20:55:13, time: 0.502, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5600, decode.acc_seg: 78.6124, aux.loss_ce: 0.3004, aux.acc_seg: 73.1803, loss: 0.8604 +2024-03-05 20:41:43,777 - mmseg - INFO - Iter [13650/160000] lr: 3.150e-05, eta: 20:54:41, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5594, decode.acc_seg: 78.9097, aux.loss_ce: 0.3018, aux.acc_seg: 73.3294, loss: 0.8612 +2024-03-05 20:42:08,970 - mmseg - INFO - Iter [13700/160000] lr: 3.149e-05, eta: 20:54:09, time: 0.504, data_time: 0.011, memory: 6291, decode.loss_ce: 0.5301, decode.acc_seg: 80.0015, aux.loss_ce: 0.2842, aux.acc_seg: 74.9622, loss: 0.8143 +2024-03-05 20:42:33,822 - mmseg - INFO - Iter [13750/160000] lr: 3.148e-05, eta: 20:53:34, time: 0.497, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5474, decode.acc_seg: 79.2897, aux.loss_ce: 0.2893, aux.acc_seg: 74.6052, loss: 0.8367 +2024-03-05 20:42:58,987 - mmseg - INFO - Iter [13800/160000] lr: 3.147e-05, eta: 20:53:03, time: 0.503, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5458, decode.acc_seg: 79.9820, aux.loss_ce: 0.2898, aux.acc_seg: 75.0844, loss: 0.8356 +2024-03-05 20:43:24,133 - mmseg - INFO - Iter [13850/160000] lr: 3.146e-05, eta: 20:52:31, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5549, decode.acc_seg: 78.7509, aux.loss_ce: 0.2991, aux.acc_seg: 73.4337, loss: 0.8539 +2024-03-05 20:43:52,112 - mmseg - INFO - Iter [13900/160000] lr: 3.145e-05, eta: 20:52:29, time: 0.560, data_time: 0.064, memory: 6291, decode.loss_ce: 0.5551, decode.acc_seg: 79.0746, aux.loss_ce: 0.2964, aux.acc_seg: 74.0427, loss: 0.8515 +2024-03-05 20:44:17,005 - mmseg - INFO - Iter [13950/160000] lr: 3.144e-05, eta: 20:51:55, time: 0.498, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5257, decode.acc_seg: 80.0176, aux.loss_ce: 0.2847, aux.acc_seg: 74.6611, loss: 0.8104 +2024-03-05 20:44:42,105 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:44:42,105 - mmseg - INFO - Iter [14000/160000] lr: 3.142e-05, eta: 20:51:23, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4880, decode.acc_seg: 81.1405, aux.loss_ce: 0.2753, aux.acc_seg: 75.2860, loss: 0.7633 +2024-03-05 20:45:07,072 - mmseg - INFO - Iter [14050/160000] lr: 3.141e-05, eta: 20:50:49, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5373, decode.acc_seg: 79.7486, aux.loss_ce: 0.2938, aux.acc_seg: 74.0575, loss: 0.8311 +2024-03-05 20:45:32,090 - mmseg - INFO - Iter [14100/160000] lr: 3.140e-05, eta: 20:50:17, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5645, decode.acc_seg: 78.7675, aux.loss_ce: 0.3030, aux.acc_seg: 72.8303, loss: 0.8675 +2024-03-05 20:45:56,993 - mmseg - INFO - Iter [14150/160000] lr: 3.139e-05, eta: 20:49:42, time: 0.498, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5560, decode.acc_seg: 78.8426, aux.loss_ce: 0.3025, aux.acc_seg: 73.0518, loss: 0.8585 +2024-03-05 20:46:22,074 - mmseg - INFO - Iter [14200/160000] lr: 3.138e-05, eta: 20:49:10, time: 0.502, data_time: 0.012, memory: 6291, decode.loss_ce: 0.4946, decode.acc_seg: 81.0571, aux.loss_ce: 0.2781, aux.acc_seg: 75.3001, loss: 0.7727 +2024-03-05 20:46:47,172 - mmseg - INFO - Iter [14250/160000] lr: 3.137e-05, eta: 20:48:38, time: 0.502, data_time: 0.009, memory: 6291, decode.loss_ce: 0.4974, decode.acc_seg: 80.8582, aux.loss_ce: 0.2720, aux.acc_seg: 75.4874, loss: 0.7694 +2024-03-05 20:47:12,406 - mmseg - INFO - Iter [14300/160000] lr: 3.136e-05, eta: 20:48:08, time: 0.505, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5309, decode.acc_seg: 80.0023, aux.loss_ce: 0.2892, aux.acc_seg: 74.4607, loss: 0.8200 +2024-03-05 20:47:37,660 - mmseg - INFO - Iter [14350/160000] lr: 3.135e-05, eta: 20:47:38, time: 0.505, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5177, decode.acc_seg: 80.0431, aux.loss_ce: 0.2856, aux.acc_seg: 74.6225, loss: 0.8033 +2024-03-05 20:48:02,844 - mmseg - INFO - Iter [14400/160000] lr: 3.134e-05, eta: 20:47:07, time: 0.504, data_time: 0.011, memory: 6291, decode.loss_ce: 0.5152, decode.acc_seg: 79.9724, aux.loss_ce: 0.2852, aux.acc_seg: 74.5701, loss: 0.8004 +2024-03-05 20:48:27,983 - mmseg - INFO - Iter [14450/160000] lr: 3.133e-05, eta: 20:46:36, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4896, decode.acc_seg: 80.7083, aux.loss_ce: 0.2684, aux.acc_seg: 75.5276, loss: 0.7580 +2024-03-05 20:48:52,852 - mmseg - INFO - Iter [14500/160000] lr: 3.132e-05, eta: 20:46:02, time: 0.497, data_time: 0.007, memory: 6291, decode.loss_ce: 0.4978, decode.acc_seg: 81.2003, aux.loss_ce: 0.2709, aux.acc_seg: 76.1084, loss: 0.7688 +2024-03-05 20:49:17,875 - mmseg - INFO - Iter [14550/160000] lr: 3.131e-05, eta: 20:45:29, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5090, decode.acc_seg: 80.5585, aux.loss_ce: 0.2804, aux.acc_seg: 75.1959, loss: 0.7894 +2024-03-05 20:49:42,840 - mmseg - INFO - Iter [14600/160000] lr: 3.130e-05, eta: 20:44:56, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5333, decode.acc_seg: 79.9396, aux.loss_ce: 0.2855, aux.acc_seg: 74.9783, loss: 0.8188 +2024-03-05 20:50:07,775 - mmseg - INFO - Iter [14650/160000] lr: 3.128e-05, eta: 20:44:23, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5181, decode.acc_seg: 79.8691, aux.loss_ce: 0.2822, aux.acc_seg: 74.8253, loss: 0.8003 +2024-03-05 20:50:33,041 - mmseg - INFO - Iter [14700/160000] lr: 3.127e-05, eta: 20:43:53, time: 0.505, data_time: 0.013, memory: 6291, decode.loss_ce: 0.5274, decode.acc_seg: 79.9376, aux.loss_ce: 0.2880, aux.acc_seg: 74.5219, loss: 0.8154 +2024-03-05 20:50:58,172 - mmseg - INFO - Iter [14750/160000] lr: 3.126e-05, eta: 20:43:22, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5175, decode.acc_seg: 79.9560, aux.loss_ce: 0.2780, aux.acc_seg: 74.8239, loss: 0.7955 +2024-03-05 20:51:23,131 - mmseg - INFO - Iter [14800/160000] lr: 3.125e-05, eta: 20:42:49, time: 0.499, data_time: 0.010, memory: 6291, decode.loss_ce: 0.4813, decode.acc_seg: 81.3093, aux.loss_ce: 0.2684, aux.acc_seg: 75.6588, loss: 0.7497 +2024-03-05 20:51:48,086 - mmseg - INFO - Iter [14850/160000] lr: 3.124e-05, eta: 20:42:17, time: 0.499, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5403, decode.acc_seg: 79.5724, aux.loss_ce: 0.2957, aux.acc_seg: 74.1817, loss: 0.8360 +2024-03-05 20:52:13,011 - mmseg - INFO - Iter [14900/160000] lr: 3.123e-05, eta: 20:41:44, time: 0.498, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5067, decode.acc_seg: 80.9236, aux.loss_ce: 0.2743, aux.acc_seg: 75.9369, loss: 0.7810 +2024-03-05 20:52:38,135 - mmseg - INFO - Iter [14950/160000] lr: 3.122e-05, eta: 20:41:13, time: 0.502, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5274, decode.acc_seg: 80.0413, aux.loss_ce: 0.2928, aux.acc_seg: 74.3396, loss: 0.8202 +2024-03-05 20:53:03,059 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 20:53:03,060 - mmseg - INFO - Iter [15000/160000] lr: 3.121e-05, eta: 20:40:40, time: 0.498, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5211, decode.acc_seg: 80.1163, aux.loss_ce: 0.2821, aux.acc_seg: 74.7519, loss: 0.8032 +2024-03-05 20:53:28,189 - mmseg - INFO - Iter [15050/160000] lr: 3.120e-05, eta: 20:40:09, time: 0.503, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5095, decode.acc_seg: 80.0995, aux.loss_ce: 0.2756, aux.acc_seg: 74.9621, loss: 0.7851 +2024-03-05 20:53:53,157 - mmseg - INFO - Iter [15100/160000] lr: 3.119e-05, eta: 20:39:37, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5310, decode.acc_seg: 80.1204, aux.loss_ce: 0.2859, aux.acc_seg: 74.6795, loss: 0.8169 +2024-03-05 20:54:18,110 - mmseg - INFO - Iter [15150/160000] lr: 3.118e-05, eta: 20:39:04, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5122, decode.acc_seg: 80.0391, aux.loss_ce: 0.2735, aux.acc_seg: 75.3758, loss: 0.7857 +2024-03-05 20:54:46,146 - mmseg - INFO - Iter [15200/160000] lr: 3.117e-05, eta: 20:39:01, time: 0.561, data_time: 0.066, memory: 6291, decode.loss_ce: 0.4594, decode.acc_seg: 82.4346, aux.loss_ce: 0.2654, aux.acc_seg: 76.0588, loss: 0.7248 +2024-03-05 20:55:11,200 - mmseg - INFO - Iter [15250/160000] lr: 3.116e-05, eta: 20:38:30, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4872, decode.acc_seg: 80.7080, aux.loss_ce: 0.2735, aux.acc_seg: 75.1124, loss: 0.7607 +2024-03-05 20:55:36,211 - mmseg - INFO - Iter [15300/160000] lr: 3.114e-05, eta: 20:37:58, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4798, decode.acc_seg: 81.2487, aux.loss_ce: 0.2677, aux.acc_seg: 76.0681, loss: 0.7476 +2024-03-05 20:56:01,166 - mmseg - INFO - Iter [15350/160000] lr: 3.113e-05, eta: 20:37:25, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4786, decode.acc_seg: 81.6612, aux.loss_ce: 0.2587, aux.acc_seg: 76.8032, loss: 0.7373 +2024-03-05 20:56:26,118 - mmseg - INFO - Iter [15400/160000] lr: 3.112e-05, eta: 20:36:53, time: 0.499, data_time: 0.009, memory: 6291, decode.loss_ce: 0.4794, decode.acc_seg: 82.0582, aux.loss_ce: 0.2614, aux.acc_seg: 76.8686, loss: 0.7408 +2024-03-05 20:56:50,917 - mmseg - INFO - Iter [15450/160000] lr: 3.111e-05, eta: 20:36:19, time: 0.496, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5126, decode.acc_seg: 80.1937, aux.loss_ce: 0.2925, aux.acc_seg: 74.0432, loss: 0.8051 +2024-03-05 20:57:15,963 - mmseg - INFO - Iter [15500/160000] lr: 3.110e-05, eta: 20:35:48, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5001, decode.acc_seg: 80.9054, aux.loss_ce: 0.2815, aux.acc_seg: 75.0349, loss: 0.7816 +2024-03-05 20:57:40,946 - mmseg - INFO - Iter [15550/160000] lr: 3.109e-05, eta: 20:35:16, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5048, decode.acc_seg: 81.0824, aux.loss_ce: 0.2734, aux.acc_seg: 75.9683, loss: 0.7782 +2024-03-05 20:58:05,838 - mmseg - INFO - Iter [15600/160000] lr: 3.108e-05, eta: 20:34:43, time: 0.498, data_time: 0.007, memory: 6291, decode.loss_ce: 0.5121, decode.acc_seg: 80.6907, aux.loss_ce: 0.2815, aux.acc_seg: 75.4345, loss: 0.7936 +2024-03-05 20:58:30,798 - mmseg - INFO - Iter [15650/160000] lr: 3.107e-05, eta: 20:34:11, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5141, decode.acc_seg: 80.0293, aux.loss_ce: 0.2843, aux.acc_seg: 74.3905, loss: 0.7983 +2024-03-05 20:58:55,822 - mmseg - INFO - Iter [15700/160000] lr: 3.106e-05, eta: 20:33:40, time: 0.500, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4928, decode.acc_seg: 80.6776, aux.loss_ce: 0.2734, aux.acc_seg: 74.8984, loss: 0.7662 +2024-03-05 20:59:20,722 - mmseg - INFO - Iter [15750/160000] lr: 3.105e-05, eta: 20:33:07, time: 0.498, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4967, decode.acc_seg: 80.8836, aux.loss_ce: 0.2758, aux.acc_seg: 75.0663, loss: 0.7725 +2024-03-05 20:59:45,648 - mmseg - INFO - Iter [15800/160000] lr: 3.104e-05, eta: 20:32:35, time: 0.499, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4990, decode.acc_seg: 80.3292, aux.loss_ce: 0.2734, aux.acc_seg: 75.2590, loss: 0.7725 +2024-03-05 21:00:10,946 - mmseg - INFO - Iter [15850/160000] lr: 3.103e-05, eta: 20:32:06, time: 0.506, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4821, decode.acc_seg: 81.4013, aux.loss_ce: 0.2627, aux.acc_seg: 76.1095, loss: 0.7449 +2024-03-05 21:00:36,120 - mmseg - INFO - Iter [15900/160000] lr: 3.102e-05, eta: 20:31:36, time: 0.503, data_time: 0.009, memory: 6291, decode.loss_ce: 0.5165, decode.acc_seg: 80.2702, aux.loss_ce: 0.2821, aux.acc_seg: 75.3849, loss: 0.7986 +2024-03-05 21:01:01,028 - mmseg - INFO - Iter [15950/160000] lr: 3.100e-05, eta: 20:31:04, time: 0.498, data_time: 0.008, memory: 6291, decode.loss_ce: 0.4932, decode.acc_seg: 80.9427, aux.loss_ce: 0.2746, aux.acc_seg: 75.6172, loss: 0.7678 +2024-03-05 21:01:26,082 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:01:26,083 - mmseg - INFO - Iter [16000/160000] lr: 3.099e-05, eta: 20:30:33, time: 0.501, data_time: 0.008, memory: 6291, decode.loss_ce: 0.5155, decode.acc_seg: 80.8663, aux.loss_ce: 0.2784, aux.acc_seg: 75.0746, loss: 0.7938 +2024-03-05 21:03:20,204 - mmseg - INFO - per class results: +2024-03-05 21:03:20,212 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 72.02 | 83.87 | +| building | 78.85 | 92.98 | +| sky | 93.5 | 97.45 | +| floor | 78.02 | 88.23 | +| tree | 69.87 | 87.43 | +| ceiling | 80.37 | 89.79 | +| road | 79.68 | 87.64 | +| bed | 84.68 | 93.94 | +| windowpane | 55.42 | 78.05 | +| grass | 61.84 | 73.62 | +| cabinet | 53.15 | 65.51 | +| sidewalk | 57.85 | 79.56 | +| person | 78.32 | 90.66 | +| earth | 30.29 | 40.55 | +| door | 32.2 | 41.09 | +| table | 49.05 | 67.09 | +| mountain | 51.86 | 65.45 | +| plant | 42.77 | 50.04 | +| curtain | 67.28 | 77.75 | +| chair | 49.03 | 70.68 | +| car | 79.33 | 88.8 | +| water | 50.94 | 61.27 | +| painting | 63.13 | 82.07 | +| sofa | 48.98 | 55.99 | +| shelf | 36.8 | 54.37 | +| house | 40.44 | 57.14 | +| sea | 52.58 | 76.59 | +| mirror | 47.89 | 53.8 | +| rug | 46.34 | 55.91 | +| field | 26.25 | 60.74 | +| armchair | 33.74 | 70.58 | +| seat | 56.49 | 72.8 | +| fence | 36.5 | 58.38 | +| desk | 39.84 | 58.53 | +| rock | 42.04 | 62.63 | +| wardrobe | 39.34 | 46.07 | +| lamp | 55.48 | 69.02 | +| bathtub | 62.26 | 77.03 | +| railing | 32.59 | 38.4 | +| cushion | 45.55 | 55.32 | +| base | 20.18 | 30.73 | +| box | 16.0 | 19.55 | +| column | 37.51 | 49.17 | +| signboard | 33.07 | 40.05 | +| chest of drawers | 30.5 | 78.76 | +| counter | 22.89 | 30.39 | +| sand | 28.57 | 54.59 | +| sink | 61.97 | 72.25 | +| skyscraper | 53.99 | 71.81 | +| fireplace | 63.91 | 87.16 | +| refrigerator | 63.44 | 80.67 | +| grandstand | 42.51 | 66.44 | +| path | 13.63 | 18.1 | +| stairs | 19.92 | 25.09 | +| runway | 64.47 | 92.31 | +| case | 43.54 | 51.73 | +| pool table | 91.46 | 95.35 | +| pillow | 50.88 | 60.93 | +| screen door | 53.17 | 62.32 | +| stairway | 26.26 | 42.22 | +| river | 20.49 | 44.22 | +| bridge | 45.77 | 55.75 | +| bookcase | 33.86 | 54.72 | +| blind | 41.19 | 54.77 | +| coffee table | 49.2 | 82.04 | +| toilet | 78.34 | 89.72 | +| flower | 32.2 | 38.94 | +| book | 43.55 | 58.14 | +| hill | 2.86 | 5.58 | +| bench | 39.66 | 49.9 | +| countertop | 45.53 | 68.62 | +| stove | 60.64 | 81.72 | +| palm | 47.03 | 69.29 | +| kitchen island | 22.4 | 38.87 | +| computer | 55.92 | 70.2 | +| swivel chair | 39.25 | 54.61 | +| boat | 61.92 | 79.99 | +| bar | 29.15 | 38.67 | +| arcade machine | 29.69 | 31.22 | +| hovel | 43.79 | 55.57 | +| bus | 75.53 | 92.61 | +| towel | 47.78 | 63.79 | +| light | 43.03 | 48.77 | +| truck | 10.46 | 12.85 | +| tower | 33.29 | 43.1 | +| chandelier | 59.77 | 79.9 | +| awning | 13.91 | 14.95 | +| streetlight | 15.67 | 18.21 | +| booth | 38.05 | 51.59 | +| television receiver | 63.54 | 74.17 | +| airplane | 52.36 | 62.35 | +| dirt track | 4.16 | 18.1 | +| apparel | 29.79 | 43.38 | +| pole | 15.06 | 20.37 | +| land | 10.04 | 16.64 | +| bannister | 7.03 | 7.66 | +| escalator | 17.59 | 18.82 | +| ottoman | 29.36 | 49.51 | +| bottle | 35.23 | 58.38 | +| buffet | 48.08 | 58.27 | +| poster | 9.71 | 10.09 | +| stage | 8.5 | 14.64 | +| van | 35.42 | 45.98 | +| ship | 19.35 | 19.71 | +| fountain | 18.63 | 19.42 | +| conveyer belt | 39.79 | 70.06 | +| canopy | 16.33 | 20.78 | +| washer | 63.57 | 74.47 | +| plaything | 8.21 | 11.71 | +| swimming pool | 43.96 | 72.99 | +| stool | 26.96 | 31.64 | +| barrel | 28.37 | 56.97 | +| basket | 23.3 | 33.41 | +| waterfall | 62.15 | 67.11 | +| tent | 93.62 | 98.05 | +| bag | 10.35 | 11.35 | +| minibike | 60.22 | 83.19 | +| cradle | 67.64 | 97.91 | +| oven | 16.02 | 41.25 | +| ball | 44.23 | 60.48 | +| food | 55.5 | 70.0 | +| step | 3.68 | 3.69 | +| tank | 28.46 | 34.85 | +| trade name | 21.84 | 24.2 | +| microwave | 36.28 | 40.44 | +| pot | 32.85 | 38.61 | +| animal | 59.12 | 62.66 | +| bicycle | 54.31 | 67.85 | +| lake | 5.85 | 6.05 | +| dishwasher | 41.7 | 55.51 | +| screen | 65.2 | 87.1 | +| blanket | 0.98 | 1.14 | +| sculpture | 34.9 | 42.65 | +| hood | 40.3 | 46.44 | +| sconce | 23.12 | 27.14 | +| vase | 29.61 | 41.76 | +| traffic light | 22.34 | 37.96 | +| tray | 1.28 | 1.62 | +| ashcan | 32.38 | 45.86 | +| fan | 45.04 | 53.69 | +| pier | 42.81 | 53.1 | +| crt screen | 0.0 | 0.0 | +| plate | 44.79 | 58.41 | +| monitor | 44.17 | 73.6 | +| bulletin board | 42.72 | 48.84 | +| shower | 0.0 | 0.0 | +| radiator | 49.56 | 55.32 | +| glass | 3.71 | 3.75 | +| clock | 12.76 | 14.9 | +| flag | 35.83 | 37.87 | ++---------------------+-------+-------+ +2024-03-05 21:03:20,212 - mmseg - INFO - Summary: +2024-03-05 21:03:20,213 - mmseg - INFO - ++-------+------+-------+ +| aAcc | mIoU | mAcc | ++-------+------+-------+ +| 79.08 | 40.8 | 53.06 | ++-------+------+-------+ +2024-03-05 21:03:20,223 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:03:20,224 - mmseg - INFO - Iter(val) [500] aAcc: 0.7908, mIoU: 0.4080, mAcc: 0.5306, IoU.wall: 0.7202, IoU.building: 0.7885, IoU.sky: 0.9350, IoU.floor: 0.7802, IoU.tree: 0.6987, IoU.ceiling: 0.8037, IoU.road: 0.7968, IoU.bed : 0.8468, IoU.windowpane: 0.5542, IoU.grass: 0.6184, IoU.cabinet: 0.5315, IoU.sidewalk: 0.5785, IoU.person: 0.7832, IoU.earth: 0.3029, IoU.door: 0.3220, IoU.table: 0.4905, IoU.mountain: 0.5186, IoU.plant: 0.4277, IoU.curtain: 0.6728, IoU.chair: 0.4903, IoU.car: 0.7933, IoU.water: 0.5094, IoU.painting: 0.6313, IoU.sofa: 0.4898, IoU.shelf: 0.3680, IoU.house: 0.4044, IoU.sea: 0.5258, IoU.mirror: 0.4789, IoU.rug: 0.4634, IoU.field: 0.2625, IoU.armchair: 0.3374, IoU.seat: 0.5649, IoU.fence: 0.3650, IoU.desk: 0.3984, IoU.rock: 0.4204, IoU.wardrobe: 0.3934, IoU.lamp: 0.5548, IoU.bathtub: 0.6226, IoU.railing: 0.3259, IoU.cushion: 0.4555, IoU.base: 0.2018, IoU.box: 0.1600, IoU.column: 0.3751, IoU.signboard: 0.3307, IoU.chest of drawers: 0.3050, IoU.counter: 0.2289, IoU.sand: 0.2857, IoU.sink: 0.6197, IoU.skyscraper: 0.5399, IoU.fireplace: 0.6391, IoU.refrigerator: 0.6344, IoU.grandstand: 0.4251, IoU.path: 0.1363, IoU.stairs: 0.1992, IoU.runway: 0.6447, IoU.case: 0.4354, IoU.pool table: 0.9146, IoU.pillow: 0.5088, IoU.screen door: 0.5317, IoU.stairway: 0.2626, IoU.river: 0.2049, IoU.bridge: 0.4577, IoU.bookcase: 0.3386, IoU.blind: 0.4119, IoU.coffee table: 0.4920, IoU.toilet: 0.7834, IoU.flower: 0.3220, IoU.book: 0.4355, IoU.hill: 0.0286, IoU.bench: 0.3966, IoU.countertop: 0.4553, IoU.stove: 0.6064, IoU.palm: 0.4703, IoU.kitchen island: 0.2240, IoU.computer: 0.5592, IoU.swivel chair: 0.3925, IoU.boat: 0.6192, IoU.bar: 0.2915, IoU.arcade machine: 0.2969, IoU.hovel: 0.4379, IoU.bus: 0.7553, IoU.towel: 0.4778, IoU.light: 0.4303, IoU.truck: 0.1046, IoU.tower: 0.3329, IoU.chandelier: 0.5977, IoU.awning: 0.1391, IoU.streetlight: 0.1567, IoU.booth: 0.3805, IoU.television receiver: 0.6354, IoU.airplane: 0.5236, IoU.dirt track: 0.0416, IoU.apparel: 0.2979, IoU.pole: 0.1506, IoU.land: 0.1004, IoU.bannister: 0.0703, IoU.escalator: 0.1759, IoU.ottoman: 0.2936, IoU.bottle: 0.3523, IoU.buffet: 0.4808, IoU.poster: 0.0971, IoU.stage: 0.0850, IoU.van: 0.3542, IoU.ship: 0.1935, IoU.fountain: 0.1863, IoU.conveyer belt: 0.3979, IoU.canopy: 0.1633, IoU.washer: 0.6357, IoU.plaything: 0.0821, IoU.swimming pool: 0.4396, IoU.stool: 0.2696, IoU.barrel: 0.2837, IoU.basket: 0.2330, IoU.waterfall: 0.6215, IoU.tent: 0.9362, IoU.bag: 0.1035, IoU.minibike: 0.6022, IoU.cradle: 0.6764, IoU.oven: 0.1602, IoU.ball: 0.4423, IoU.food: 0.5550, IoU.step: 0.0368, IoU.tank: 0.2846, IoU.trade name: 0.2184, IoU.microwave: 0.3628, IoU.pot: 0.3285, IoU.animal: 0.5912, IoU.bicycle: 0.5431, IoU.lake: 0.0585, IoU.dishwasher: 0.4170, IoU.screen: 0.6520, IoU.blanket: 0.0098, IoU.sculpture: 0.3490, IoU.hood: 0.4030, IoU.sconce: 0.2312, IoU.vase: 0.2961, IoU.traffic light: 0.2234, IoU.tray: 0.0128, IoU.ashcan: 0.3238, IoU.fan: 0.4504, IoU.pier: 0.4281, IoU.crt screen: 0.0000, IoU.plate: 0.4479, IoU.monitor: 0.4417, IoU.bulletin board: 0.4272, IoU.shower: 0.0000, IoU.radiator: 0.4956, IoU.glass: 0.0371, IoU.clock: 0.1276, IoU.flag: 0.3583, Acc.wall: 0.8387, Acc.building: 0.9298, Acc.sky: 0.9745, Acc.floor: 0.8823, Acc.tree: 0.8743, Acc.ceiling: 0.8979, Acc.road: 0.8764, Acc.bed : 0.9394, Acc.windowpane: 0.7805, Acc.grass: 0.7362, Acc.cabinet: 0.6551, Acc.sidewalk: 0.7956, Acc.person: 0.9066, Acc.earth: 0.4055, Acc.door: 0.4109, Acc.table: 0.6709, Acc.mountain: 0.6545, Acc.plant: 0.5004, Acc.curtain: 0.7775, Acc.chair: 0.7068, Acc.car: 0.8880, Acc.water: 0.6127, Acc.painting: 0.8207, Acc.sofa: 0.5599, Acc.shelf: 0.5437, Acc.house: 0.5714, Acc.sea: 0.7659, Acc.mirror: 0.5380, Acc.rug: 0.5591, Acc.field: 0.6074, Acc.armchair: 0.7058, Acc.seat: 0.7280, Acc.fence: 0.5838, Acc.desk: 0.5853, Acc.rock: 0.6263, Acc.wardrobe: 0.4607, Acc.lamp: 0.6902, Acc.bathtub: 0.7703, Acc.railing: 0.3840, Acc.cushion: 0.5532, Acc.base: 0.3073, Acc.box: 0.1955, Acc.column: 0.4917, Acc.signboard: 0.4005, Acc.chest of drawers: 0.7876, Acc.counter: 0.3039, Acc.sand: 0.5459, Acc.sink: 0.7225, Acc.skyscraper: 0.7181, Acc.fireplace: 0.8716, Acc.refrigerator: 0.8067, Acc.grandstand: 0.6644, Acc.path: 0.1810, Acc.stairs: 0.2509, Acc.runway: 0.9231, Acc.case: 0.5173, Acc.pool table: 0.9535, Acc.pillow: 0.6093, Acc.screen door: 0.6232, Acc.stairway: 0.4222, Acc.river: 0.4422, Acc.bridge: 0.5575, Acc.bookcase: 0.5472, Acc.blind: 0.5477, Acc.coffee table: 0.8204, Acc.toilet: 0.8972, Acc.flower: 0.3894, Acc.book: 0.5814, Acc.hill: 0.0558, Acc.bench: 0.4990, Acc.countertop: 0.6862, Acc.stove: 0.8172, Acc.palm: 0.6929, Acc.kitchen island: 0.3887, Acc.computer: 0.7020, Acc.swivel chair: 0.5461, Acc.boat: 0.7999, Acc.bar: 0.3867, Acc.arcade machine: 0.3122, Acc.hovel: 0.5557, Acc.bus: 0.9261, Acc.towel: 0.6379, Acc.light: 0.4877, Acc.truck: 0.1285, Acc.tower: 0.4310, Acc.chandelier: 0.7990, Acc.awning: 0.1495, Acc.streetlight: 0.1821, Acc.booth: 0.5159, Acc.television receiver: 0.7417, Acc.airplane: 0.6235, Acc.dirt track: 0.1810, Acc.apparel: 0.4338, Acc.pole: 0.2037, Acc.land: 0.1664, Acc.bannister: 0.0766, Acc.escalator: 0.1882, Acc.ottoman: 0.4951, Acc.bottle: 0.5838, Acc.buffet: 0.5827, Acc.poster: 0.1009, Acc.stage: 0.1464, Acc.van: 0.4598, Acc.ship: 0.1971, Acc.fountain: 0.1942, Acc.conveyer belt: 0.7006, Acc.canopy: 0.2078, Acc.washer: 0.7447, Acc.plaything: 0.1171, Acc.swimming pool: 0.7299, Acc.stool: 0.3164, Acc.barrel: 0.5697, Acc.basket: 0.3341, Acc.waterfall: 0.6711, Acc.tent: 0.9805, Acc.bag: 0.1135, Acc.minibike: 0.8319, Acc.cradle: 0.9791, Acc.oven: 0.4125, Acc.ball: 0.6048, Acc.food: 0.7000, Acc.step: 0.0369, Acc.tank: 0.3485, Acc.trade name: 0.2420, Acc.microwave: 0.4044, Acc.pot: 0.3861, Acc.animal: 0.6266, Acc.bicycle: 0.6785, Acc.lake: 0.0605, Acc.dishwasher: 0.5551, Acc.screen: 0.8710, Acc.blanket: 0.0114, Acc.sculpture: 0.4265, Acc.hood: 0.4644, Acc.sconce: 0.2714, Acc.vase: 0.4176, Acc.traffic light: 0.3796, Acc.tray: 0.0162, Acc.ashcan: 0.4586, Acc.fan: 0.5369, Acc.pier: 0.5310, Acc.crt screen: 0.0000, Acc.plate: 0.5841, Acc.monitor: 0.7360, Acc.bulletin board: 0.4884, Acc.shower: 0.0000, Acc.radiator: 0.5532, Acc.glass: 0.0375, Acc.clock: 0.1490, Acc.flag: 0.3787 +2024-03-05 21:03:45,191 - mmseg - INFO - Iter [16050/160000] lr: 3.098e-05, eta: 20:47:05, time: 2.782, data_time: 2.290, memory: 6292, decode.loss_ce: 0.4976, decode.acc_seg: 80.3033, aux.loss_ce: 0.2740, aux.acc_seg: 75.1378, loss: 0.7716 +2024-03-05 21:04:10,222 - mmseg - INFO - Iter [16100/160000] lr: 3.097e-05, eta: 20:46:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4848, decode.acc_seg: 81.3245, aux.loss_ce: 0.2633, aux.acc_seg: 76.4574, loss: 0.7481 +2024-03-05 21:04:35,291 - mmseg - INFO - Iter [16150/160000] lr: 3.096e-05, eta: 20:45:56, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4880, decode.acc_seg: 81.2299, aux.loss_ce: 0.2728, aux.acc_seg: 76.4439, loss: 0.7608 +2024-03-05 21:05:00,455 - mmseg - INFO - Iter [16200/160000] lr: 3.095e-05, eta: 20:45:23, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.5224, decode.acc_seg: 79.6712, aux.loss_ce: 0.2853, aux.acc_seg: 74.9985, loss: 0.8077 +2024-03-05 21:05:25,400 - mmseg - INFO - Iter [16250/160000] lr: 3.094e-05, eta: 20:44:48, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4820, decode.acc_seg: 81.5677, aux.loss_ce: 0.2675, aux.acc_seg: 76.5323, loss: 0.7495 +2024-03-05 21:05:50,447 - mmseg - INFO - Iter [16300/160000] lr: 3.093e-05, eta: 20:44:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.5440, decode.acc_seg: 78.9586, aux.loss_ce: 0.2892, aux.acc_seg: 73.8665, loss: 0.8332 +2024-03-05 21:06:15,659 - mmseg - INFO - Iter [16350/160000] lr: 3.092e-05, eta: 20:43:41, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4927, decode.acc_seg: 80.8882, aux.loss_ce: 0.2636, aux.acc_seg: 75.8192, loss: 0.7563 +2024-03-05 21:06:40,648 - mmseg - INFO - Iter [16400/160000] lr: 3.091e-05, eta: 20:43:07, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.5027, decode.acc_seg: 81.0296, aux.loss_ce: 0.2744, aux.acc_seg: 75.7516, loss: 0.7771 +2024-03-05 21:07:08,783 - mmseg - INFO - Iter [16450/160000] lr: 3.090e-05, eta: 20:42:59, time: 0.563, data_time: 0.055, memory: 6292, decode.loss_ce: 0.4733, decode.acc_seg: 81.8456, aux.loss_ce: 0.2765, aux.acc_seg: 75.4729, loss: 0.7498 +2024-03-05 21:07:33,807 - mmseg - INFO - Iter [16500/160000] lr: 3.089e-05, eta: 20:42:25, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4857, decode.acc_seg: 81.5668, aux.loss_ce: 0.2759, aux.acc_seg: 75.9026, loss: 0.7616 +2024-03-05 21:07:58,802 - mmseg - INFO - Iter [16550/160000] lr: 3.088e-05, eta: 20:41:51, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4796, decode.acc_seg: 81.2282, aux.loss_ce: 0.2722, aux.acc_seg: 75.2710, loss: 0.7518 +2024-03-05 21:08:23,680 - mmseg - INFO - Iter [16600/160000] lr: 3.086e-05, eta: 20:41:15, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4848, decode.acc_seg: 81.2328, aux.loss_ce: 0.2706, aux.acc_seg: 75.5194, loss: 0.7553 +2024-03-05 21:08:48,674 - mmseg - INFO - Iter [16650/160000] lr: 3.085e-05, eta: 20:40:41, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4794, decode.acc_seg: 81.7323, aux.loss_ce: 0.2756, aux.acc_seg: 75.5445, loss: 0.7549 +2024-03-05 21:09:13,682 - mmseg - INFO - Iter [16700/160000] lr: 3.084e-05, eta: 20:40:07, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4907, decode.acc_seg: 80.7500, aux.loss_ce: 0.2702, aux.acc_seg: 74.8517, loss: 0.7608 +2024-03-05 21:09:38,602 - mmseg - INFO - Iter [16750/160000] lr: 3.083e-05, eta: 20:39:32, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4441, decode.acc_seg: 82.7056, aux.loss_ce: 0.2437, aux.acc_seg: 77.6916, loss: 0.6878 +2024-03-05 21:10:03,302 - mmseg - INFO - Iter [16800/160000] lr: 3.082e-05, eta: 20:38:55, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4811, decode.acc_seg: 81.4192, aux.loss_ce: 0.2736, aux.acc_seg: 75.2702, loss: 0.7548 +2024-03-05 21:10:28,341 - mmseg - INFO - Iter [16850/160000] lr: 3.081e-05, eta: 20:38:21, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4827, decode.acc_seg: 81.2772, aux.loss_ce: 0.2637, aux.acc_seg: 75.9336, loss: 0.7463 +2024-03-05 21:10:53,356 - mmseg - INFO - Iter [16900/160000] lr: 3.080e-05, eta: 20:37:48, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4903, decode.acc_seg: 81.5340, aux.loss_ce: 0.2720, aux.acc_seg: 75.9464, loss: 0.7623 +2024-03-05 21:11:18,296 - mmseg - INFO - Iter [16950/160000] lr: 3.079e-05, eta: 20:37:13, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4817, decode.acc_seg: 81.5287, aux.loss_ce: 0.2672, aux.acc_seg: 75.9614, loss: 0.7490 +2024-03-05 21:11:43,197 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:11:43,197 - mmseg - INFO - Iter [17000/160000] lr: 3.078e-05, eta: 20:36:38, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.5128, decode.acc_seg: 80.2123, aux.loss_ce: 0.2824, aux.acc_seg: 74.5458, loss: 0.7952 +2024-03-05 21:12:08,434 - mmseg - INFO - Iter [17050/160000] lr: 3.077e-05, eta: 20:36:06, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4718, decode.acc_seg: 81.8244, aux.loss_ce: 0.2540, aux.acc_seg: 77.1849, loss: 0.7258 +2024-03-05 21:12:33,560 - mmseg - INFO - Iter [17100/160000] lr: 3.076e-05, eta: 20:35:34, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.5111, decode.acc_seg: 80.5703, aux.loss_ce: 0.2795, aux.acc_seg: 75.3656, loss: 0.7906 +2024-03-05 21:12:58,761 - mmseg - INFO - Iter [17150/160000] lr: 3.075e-05, eta: 20:35:02, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4811, decode.acc_seg: 81.4072, aux.loss_ce: 0.2611, aux.acc_seg: 76.7351, loss: 0.7422 +2024-03-05 21:13:24,072 - mmseg - INFO - Iter [17200/160000] lr: 3.074e-05, eta: 20:34:30, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4793, decode.acc_seg: 81.3996, aux.loss_ce: 0.2658, aux.acc_seg: 76.1125, loss: 0.7451 +2024-03-05 21:13:49,129 - mmseg - INFO - Iter [17250/160000] lr: 3.072e-05, eta: 20:33:57, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4935, decode.acc_seg: 81.0093, aux.loss_ce: 0.2691, aux.acc_seg: 76.0746, loss: 0.7626 +2024-03-05 21:14:14,038 - mmseg - INFO - Iter [17300/160000] lr: 3.071e-05, eta: 20:33:23, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4925, decode.acc_seg: 81.1315, aux.loss_ce: 0.2721, aux.acc_seg: 75.7861, loss: 0.7646 +2024-03-05 21:14:38,952 - mmseg - INFO - Iter [17350/160000] lr: 3.070e-05, eta: 20:32:49, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4674, decode.acc_seg: 81.3941, aux.loss_ce: 0.2549, aux.acc_seg: 76.0826, loss: 0.7223 +2024-03-05 21:15:03,769 - mmseg - INFO - Iter [17400/160000] lr: 3.069e-05, eta: 20:32:14, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4985, decode.acc_seg: 80.7815, aux.loss_ce: 0.2689, aux.acc_seg: 75.9312, loss: 0.7674 +2024-03-05 21:15:28,824 - mmseg - INFO - Iter [17450/160000] lr: 3.068e-05, eta: 20:31:41, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4812, decode.acc_seg: 81.0602, aux.loss_ce: 0.2642, aux.acc_seg: 75.8646, loss: 0.7453 +2024-03-05 21:15:53,722 - mmseg - INFO - Iter [17500/160000] lr: 3.067e-05, eta: 20:31:06, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4673, decode.acc_seg: 82.4648, aux.loss_ce: 0.2670, aux.acc_seg: 76.8471, loss: 0.7343 +2024-03-05 21:16:18,621 - mmseg - INFO - Iter [17550/160000] lr: 3.066e-05, eta: 20:30:32, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4502, decode.acc_seg: 82.2051, aux.loss_ce: 0.2576, aux.acc_seg: 76.4882, loss: 0.7079 +2024-03-05 21:16:43,622 - mmseg - INFO - Iter [17600/160000] lr: 3.065e-05, eta: 20:29:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4760, decode.acc_seg: 81.4729, aux.loss_ce: 0.2665, aux.acc_seg: 75.9242, loss: 0.7424 +2024-03-05 21:17:08,706 - mmseg - INFO - Iter [17650/160000] lr: 3.064e-05, eta: 20:29:26, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4953, decode.acc_seg: 81.0328, aux.loss_ce: 0.2744, aux.acc_seg: 75.7302, loss: 0.7697 +2024-03-05 21:17:36,676 - mmseg - INFO - Iter [17700/160000] lr: 3.063e-05, eta: 20:29:17, time: 0.559, data_time: 0.064, memory: 6292, decode.loss_ce: 0.5023, decode.acc_seg: 80.9673, aux.loss_ce: 0.2790, aux.acc_seg: 75.0693, loss: 0.7813 +2024-03-05 21:18:01,688 - mmseg - INFO - Iter [17750/160000] lr: 3.062e-05, eta: 20:28:44, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4646, decode.acc_seg: 81.8052, aux.loss_ce: 0.2609, aux.acc_seg: 76.2368, loss: 0.7255 +2024-03-05 21:18:26,725 - mmseg - INFO - Iter [17800/160000] lr: 3.061e-05, eta: 20:28:11, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4443, decode.acc_seg: 82.7161, aux.loss_ce: 0.2561, aux.acc_seg: 76.8244, loss: 0.7003 +2024-03-05 21:18:51,606 - mmseg - INFO - Iter [17850/160000] lr: 3.060e-05, eta: 20:27:37, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4692, decode.acc_seg: 82.0375, aux.loss_ce: 0.2608, aux.acc_seg: 76.8338, loss: 0.7300 +2024-03-05 21:19:16,550 - mmseg - INFO - Iter [17900/160000] lr: 3.058e-05, eta: 20:27:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4487, decode.acc_seg: 82.3851, aux.loss_ce: 0.2498, aux.acc_seg: 77.9311, loss: 0.6985 +2024-03-05 21:19:41,374 - mmseg - INFO - Iter [17950/160000] lr: 3.057e-05, eta: 20:26:29, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4554, decode.acc_seg: 82.0253, aux.loss_ce: 0.2547, aux.acc_seg: 76.6272, loss: 0.7101 +2024-03-05 21:20:06,567 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:20:06,568 - mmseg - INFO - Iter [18000/160000] lr: 3.056e-05, eta: 20:25:57, time: 0.504, data_time: 0.011, memory: 6292, decode.loss_ce: 0.4790, decode.acc_seg: 81.4616, aux.loss_ce: 0.2697, aux.acc_seg: 76.0953, loss: 0.7487 +2024-03-05 21:20:31,551 - mmseg - INFO - Iter [18050/160000] lr: 3.055e-05, eta: 20:25:24, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4617, decode.acc_seg: 81.7354, aux.loss_ce: 0.2551, aux.acc_seg: 76.7012, loss: 0.7168 +2024-03-05 21:20:56,545 - mmseg - INFO - Iter [18100/160000] lr: 3.054e-05, eta: 20:24:51, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4673, decode.acc_seg: 82.1119, aux.loss_ce: 0.2565, aux.acc_seg: 76.7079, loss: 0.7238 +2024-03-05 21:21:21,444 - mmseg - INFO - Iter [18150/160000] lr: 3.053e-05, eta: 20:24:17, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4621, decode.acc_seg: 82.1351, aux.loss_ce: 0.2586, aux.acc_seg: 76.7575, loss: 0.7207 +2024-03-05 21:21:46,451 - mmseg - INFO - Iter [18200/160000] lr: 3.052e-05, eta: 20:23:44, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4883, decode.acc_seg: 80.9471, aux.loss_ce: 0.2770, aux.acc_seg: 75.1523, loss: 0.7653 +2024-03-05 21:22:11,482 - mmseg - INFO - Iter [18250/160000] lr: 3.051e-05, eta: 20:23:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4593, decode.acc_seg: 81.9018, aux.loss_ce: 0.2592, aux.acc_seg: 76.4630, loss: 0.7185 +2024-03-05 21:22:36,604 - mmseg - INFO - Iter [18300/160000] lr: 3.050e-05, eta: 20:22:40, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4629, decode.acc_seg: 82.4430, aux.loss_ce: 0.2536, aux.acc_seg: 77.3966, loss: 0.7166 +2024-03-05 21:23:01,715 - mmseg - INFO - Iter [18350/160000] lr: 3.049e-05, eta: 20:22:08, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4652, decode.acc_seg: 82.2401, aux.loss_ce: 0.2581, aux.acc_seg: 76.8706, loss: 0.7234 +2024-03-05 21:23:26,845 - mmseg - INFO - Iter [18400/160000] lr: 3.048e-05, eta: 20:21:37, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4592, decode.acc_seg: 81.8632, aux.loss_ce: 0.2556, aux.acc_seg: 76.6235, loss: 0.7147 +2024-03-05 21:23:51,921 - mmseg - INFO - Iter [18450/160000] lr: 3.047e-05, eta: 20:21:04, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4714, decode.acc_seg: 81.6256, aux.loss_ce: 0.2633, aux.acc_seg: 76.3615, loss: 0.7347 +2024-03-05 21:24:16,870 - mmseg - INFO - Iter [18500/160000] lr: 3.046e-05, eta: 20:20:31, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4723, decode.acc_seg: 81.7757, aux.loss_ce: 0.2625, aux.acc_seg: 76.3754, loss: 0.7348 +2024-03-05 21:24:41,597 - mmseg - INFO - Iter [18550/160000] lr: 3.045e-05, eta: 20:19:57, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4791, decode.acc_seg: 81.6753, aux.loss_ce: 0.2685, aux.acc_seg: 75.6885, loss: 0.7476 +2024-03-05 21:25:06,493 - mmseg - INFO - Iter [18600/160000] lr: 3.043e-05, eta: 20:19:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4765, decode.acc_seg: 81.3371, aux.loss_ce: 0.2608, aux.acc_seg: 76.4489, loss: 0.7373 +2024-03-05 21:25:31,502 - mmseg - INFO - Iter [18650/160000] lr: 3.042e-05, eta: 20:18:51, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4744, decode.acc_seg: 81.4508, aux.loss_ce: 0.2611, aux.acc_seg: 76.6641, loss: 0.7355 +2024-03-05 21:25:56,545 - mmseg - INFO - Iter [18700/160000] lr: 3.041e-05, eta: 20:18:19, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4662, decode.acc_seg: 81.5556, aux.loss_ce: 0.2656, aux.acc_seg: 75.8057, loss: 0.7318 +2024-03-05 21:26:21,587 - mmseg - INFO - Iter [18750/160000] lr: 3.040e-05, eta: 20:17:47, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4458, decode.acc_seg: 82.2354, aux.loss_ce: 0.2506, aux.acc_seg: 77.0996, loss: 0.6964 +2024-03-05 21:26:46,516 - mmseg - INFO - Iter [18800/160000] lr: 3.039e-05, eta: 20:17:14, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4976, decode.acc_seg: 81.2814, aux.loss_ce: 0.2806, aux.acc_seg: 75.8956, loss: 0.7782 +2024-03-05 21:27:11,531 - mmseg - INFO - Iter [18850/160000] lr: 3.038e-05, eta: 20:16:42, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4947, decode.acc_seg: 80.4035, aux.loss_ce: 0.2736, aux.acc_seg: 75.1553, loss: 0.7683 +2024-03-05 21:27:36,679 - mmseg - INFO - Iter [18900/160000] lr: 3.037e-05, eta: 20:16:11, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4824, decode.acc_seg: 81.2751, aux.loss_ce: 0.2668, aux.acc_seg: 76.5986, loss: 0.7493 +2024-03-05 21:28:04,771 - mmseg - INFO - Iter [18950/160000] lr: 3.036e-05, eta: 20:16:01, time: 0.562, data_time: 0.056, memory: 6292, decode.loss_ce: 0.4810, decode.acc_seg: 81.2479, aux.loss_ce: 0.2687, aux.acc_seg: 75.7025, loss: 0.7497 +2024-03-05 21:28:29,798 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:28:29,798 - mmseg - INFO - Iter [19000/160000] lr: 3.035e-05, eta: 20:15:29, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4402, decode.acc_seg: 83.1731, aux.loss_ce: 0.2476, aux.acc_seg: 77.4477, loss: 0.6879 +2024-03-05 21:28:54,989 - mmseg - INFO - Iter [19050/160000] lr: 3.034e-05, eta: 20:14:58, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4517, decode.acc_seg: 82.0257, aux.loss_ce: 0.2547, aux.acc_seg: 76.8441, loss: 0.7064 +2024-03-05 21:29:19,838 - mmseg - INFO - Iter [19100/160000] lr: 3.033e-05, eta: 20:14:25, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4559, decode.acc_seg: 82.9366, aux.loss_ce: 0.2561, aux.acc_seg: 77.1688, loss: 0.7120 +2024-03-05 21:29:44,602 - mmseg - INFO - Iter [19150/160000] lr: 3.032e-05, eta: 20:13:51, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4401, decode.acc_seg: 82.7535, aux.loss_ce: 0.2547, aux.acc_seg: 76.2327, loss: 0.6948 +2024-03-05 21:30:09,674 - mmseg - INFO - Iter [19200/160000] lr: 3.031e-05, eta: 20:13:20, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4841, decode.acc_seg: 81.1895, aux.loss_ce: 0.2703, aux.acc_seg: 75.8518, loss: 0.7544 +2024-03-05 21:30:34,564 - mmseg - INFO - Iter [19250/160000] lr: 3.029e-05, eta: 20:12:47, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4630, decode.acc_seg: 82.1121, aux.loss_ce: 0.2690, aux.acc_seg: 76.0269, loss: 0.7320 +2024-03-05 21:30:59,372 - mmseg - INFO - Iter [19300/160000] lr: 3.028e-05, eta: 20:12:13, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4867, decode.acc_seg: 81.5595, aux.loss_ce: 0.2750, aux.acc_seg: 75.9594, loss: 0.7616 +2024-03-05 21:31:24,251 - mmseg - INFO - Iter [19350/160000] lr: 3.027e-05, eta: 20:11:40, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4754, decode.acc_seg: 81.5355, aux.loss_ce: 0.2667, aux.acc_seg: 76.2178, loss: 0.7421 +2024-03-05 21:31:49,343 - mmseg - INFO - Iter [19400/160000] lr: 3.026e-05, eta: 20:11:09, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4426, decode.acc_seg: 83.4090, aux.loss_ce: 0.2450, aux.acc_seg: 78.3077, loss: 0.6876 +2024-03-05 21:32:14,277 - mmseg - INFO - Iter [19450/160000] lr: 3.025e-05, eta: 20:10:37, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4525, decode.acc_seg: 82.6803, aux.loss_ce: 0.2648, aux.acc_seg: 76.4217, loss: 0.7173 +2024-03-05 21:32:39,315 - mmseg - INFO - Iter [19500/160000] lr: 3.024e-05, eta: 20:10:05, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4469, decode.acc_seg: 82.8408, aux.loss_ce: 0.2514, aux.acc_seg: 77.9235, loss: 0.6983 +2024-03-05 21:33:04,352 - mmseg - INFO - Iter [19550/160000] lr: 3.023e-05, eta: 20:09:34, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4792, decode.acc_seg: 81.5370, aux.loss_ce: 0.2640, aux.acc_seg: 75.9406, loss: 0.7432 +2024-03-05 21:33:29,522 - mmseg - INFO - Iter [19600/160000] lr: 3.022e-05, eta: 20:09:03, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4802, decode.acc_seg: 81.5723, aux.loss_ce: 0.2703, aux.acc_seg: 75.6878, loss: 0.7505 +2024-03-05 21:33:54,386 - mmseg - INFO - Iter [19650/160000] lr: 3.021e-05, eta: 20:08:30, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4400, decode.acc_seg: 82.8720, aux.loss_ce: 0.2456, aux.acc_seg: 77.7415, loss: 0.6856 +2024-03-05 21:34:19,397 - mmseg - INFO - Iter [19700/160000] lr: 3.020e-05, eta: 20:07:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4280, decode.acc_seg: 83.0743, aux.loss_ce: 0.2390, aux.acc_seg: 77.9683, loss: 0.6670 +2024-03-05 21:34:44,280 - mmseg - INFO - Iter [19750/160000] lr: 3.019e-05, eta: 20:07:26, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4227, decode.acc_seg: 83.1076, aux.loss_ce: 0.2469, aux.acc_seg: 77.4431, loss: 0.6697 +2024-03-05 21:35:09,395 - mmseg - INFO - Iter [19800/160000] lr: 3.018e-05, eta: 20:06:55, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4661, decode.acc_seg: 82.3613, aux.loss_ce: 0.2591, aux.acc_seg: 76.9602, loss: 0.7253 +2024-03-05 21:35:34,614 - mmseg - INFO - Iter [19850/160000] lr: 3.017e-05, eta: 20:06:25, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4431, decode.acc_seg: 82.5776, aux.loss_ce: 0.2417, aux.acc_seg: 77.1088, loss: 0.6849 +2024-03-05 21:35:59,628 - mmseg - INFO - Iter [19900/160000] lr: 3.015e-05, eta: 20:05:53, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4707, decode.acc_seg: 81.6976, aux.loss_ce: 0.2593, aux.acc_seg: 76.0804, loss: 0.7300 +2024-03-05 21:36:24,542 - mmseg - INFO - Iter [19950/160000] lr: 3.014e-05, eta: 20:05:21, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4470, decode.acc_seg: 82.9134, aux.loss_ce: 0.2611, aux.acc_seg: 77.3546, loss: 0.7081 +2024-03-05 21:36:49,519 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:36:49,519 - mmseg - INFO - Iter [20000/160000] lr: 3.013e-05, eta: 20:04:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4688, decode.acc_seg: 81.8303, aux.loss_ce: 0.2554, aux.acc_seg: 76.7849, loss: 0.7242 +2024-03-05 21:37:14,680 - mmseg - INFO - Iter [20050/160000] lr: 3.012e-05, eta: 20:04:19, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4563, decode.acc_seg: 82.5240, aux.loss_ce: 0.2480, aux.acc_seg: 77.6999, loss: 0.7043 +2024-03-05 21:37:39,621 - mmseg - INFO - Iter [20100/160000] lr: 3.011e-05, eta: 20:03:47, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4448, decode.acc_seg: 82.9895, aux.loss_ce: 0.2455, aux.acc_seg: 78.0417, loss: 0.6903 +2024-03-05 21:38:04,714 - mmseg - INFO - Iter [20150/160000] lr: 3.010e-05, eta: 20:03:16, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4743, decode.acc_seg: 81.5654, aux.loss_ce: 0.2592, aux.acc_seg: 76.3632, loss: 0.7335 +2024-03-05 21:38:29,476 - mmseg - INFO - Iter [20200/160000] lr: 3.009e-05, eta: 20:02:43, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4654, decode.acc_seg: 81.9112, aux.loss_ce: 0.2577, aux.acc_seg: 76.8694, loss: 0.7231 +2024-03-05 21:38:57,534 - mmseg - INFO - Iter [20250/160000] lr: 3.008e-05, eta: 20:02:33, time: 0.561, data_time: 0.050, memory: 6292, decode.loss_ce: 0.4508, decode.acc_seg: 82.2781, aux.loss_ce: 0.2463, aux.acc_seg: 76.9270, loss: 0.6971 +2024-03-05 21:39:22,550 - mmseg - INFO - Iter [20300/160000] lr: 3.007e-05, eta: 20:02:02, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4526, decode.acc_seg: 82.3239, aux.loss_ce: 0.2554, aux.acc_seg: 76.6389, loss: 0.7080 +2024-03-05 21:39:47,458 - mmseg - INFO - Iter [20350/160000] lr: 3.006e-05, eta: 20:01:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4408, decode.acc_seg: 83.1818, aux.loss_ce: 0.2572, aux.acc_seg: 77.5551, loss: 0.6980 +2024-03-05 21:40:12,398 - mmseg - INFO - Iter [20400/160000] lr: 3.005e-05, eta: 20:00:58, time: 0.499, data_time: 0.011, memory: 6292, decode.loss_ce: 0.4317, decode.acc_seg: 83.1242, aux.loss_ce: 0.2446, aux.acc_seg: 77.8864, loss: 0.6764 +2024-03-05 21:40:37,379 - mmseg - INFO - Iter [20450/160000] lr: 3.004e-05, eta: 20:00:26, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3967, decode.acc_seg: 84.0542, aux.loss_ce: 0.2275, aux.acc_seg: 79.0161, loss: 0.6242 +2024-03-05 21:41:02,349 - mmseg - INFO - Iter [20500/160000] lr: 3.003e-05, eta: 19:59:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4812, decode.acc_seg: 81.4278, aux.loss_ce: 0.2730, aux.acc_seg: 75.8629, loss: 0.7541 +2024-03-05 21:41:27,264 - mmseg - INFO - Iter [20550/160000] lr: 3.001e-05, eta: 19:59:23, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4650, decode.acc_seg: 81.8699, aux.loss_ce: 0.2622, aux.acc_seg: 76.2197, loss: 0.7272 +2024-03-05 21:41:52,089 - mmseg - INFO - Iter [20600/160000] lr: 3.000e-05, eta: 19:58:51, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4082, decode.acc_seg: 83.7145, aux.loss_ce: 0.2421, aux.acc_seg: 77.6692, loss: 0.6503 +2024-03-05 21:42:17,179 - mmseg - INFO - Iter [20650/160000] lr: 2.999e-05, eta: 19:58:20, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4591, decode.acc_seg: 82.4704, aux.loss_ce: 0.2565, aux.acc_seg: 77.3002, loss: 0.7157 +2024-03-05 21:42:42,204 - mmseg - INFO - Iter [20700/160000] lr: 2.998e-05, eta: 19:57:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4650, decode.acc_seg: 82.1716, aux.loss_ce: 0.2686, aux.acc_seg: 76.6102, loss: 0.7335 +2024-03-05 21:43:07,163 - mmseg - INFO - Iter [20750/160000] lr: 2.997e-05, eta: 19:57:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4507, decode.acc_seg: 82.4814, aux.loss_ce: 0.2542, aux.acc_seg: 77.4456, loss: 0.7050 +2024-03-05 21:43:32,091 - mmseg - INFO - Iter [20800/160000] lr: 2.996e-05, eta: 19:56:46, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4398, decode.acc_seg: 82.6169, aux.loss_ce: 0.2509, aux.acc_seg: 77.3839, loss: 0.6906 +2024-03-05 21:43:56,924 - mmseg - INFO - Iter [20850/160000] lr: 2.995e-05, eta: 19:56:14, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4787, decode.acc_seg: 81.8022, aux.loss_ce: 0.2633, aux.acc_seg: 76.9550, loss: 0.7420 +2024-03-05 21:44:21,893 - mmseg - INFO - Iter [20900/160000] lr: 2.994e-05, eta: 19:55:42, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4487, decode.acc_seg: 82.6543, aux.loss_ce: 0.2635, aux.acc_seg: 76.1213, loss: 0.7122 +2024-03-05 21:44:46,797 - mmseg - INFO - Iter [20950/160000] lr: 2.993e-05, eta: 19:55:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4441, decode.acc_seg: 82.7313, aux.loss_ce: 0.2437, aux.acc_seg: 77.6811, loss: 0.6878 +2024-03-05 21:45:11,998 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:45:11,998 - mmseg - INFO - Iter [21000/160000] lr: 2.992e-05, eta: 19:54:41, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4447, decode.acc_seg: 83.0468, aux.loss_ce: 0.2502, aux.acc_seg: 77.4272, loss: 0.6949 +2024-03-05 21:45:36,963 - mmseg - INFO - Iter [21050/160000] lr: 2.991e-05, eta: 19:54:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4504, decode.acc_seg: 82.6803, aux.loss_ce: 0.2535, aux.acc_seg: 77.1268, loss: 0.7039 +2024-03-05 21:46:01,952 - mmseg - INFO - Iter [21100/160000] lr: 2.990e-05, eta: 19:53:39, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4705, decode.acc_seg: 81.7426, aux.loss_ce: 0.2622, aux.acc_seg: 76.5163, loss: 0.7327 +2024-03-05 21:46:26,807 - mmseg - INFO - Iter [21150/160000] lr: 2.989e-05, eta: 19:53:07, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4474, decode.acc_seg: 82.7503, aux.loss_ce: 0.2582, aux.acc_seg: 77.0930, loss: 0.7056 +2024-03-05 21:46:51,665 - mmseg - INFO - Iter [21200/160000] lr: 2.987e-05, eta: 19:52:35, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4554, decode.acc_seg: 82.1534, aux.loss_ce: 0.2518, aux.acc_seg: 76.7649, loss: 0.7071 +2024-03-05 21:47:16,597 - mmseg - INFO - Iter [21250/160000] lr: 2.986e-05, eta: 19:52:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4604, decode.acc_seg: 82.4275, aux.loss_ce: 0.2599, aux.acc_seg: 77.1295, loss: 0.7203 +2024-03-05 21:47:41,708 - mmseg - INFO - Iter [21300/160000] lr: 2.985e-05, eta: 19:51:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4785, decode.acc_seg: 80.8431, aux.loss_ce: 0.2645, aux.acc_seg: 75.7147, loss: 0.7430 +2024-03-05 21:48:06,652 - mmseg - INFO - Iter [21350/160000] lr: 2.984e-05, eta: 19:51:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4346, decode.acc_seg: 83.7636, aux.loss_ce: 0.2388, aux.acc_seg: 78.7257, loss: 0.6734 +2024-03-05 21:48:31,697 - mmseg - INFO - Iter [21400/160000] lr: 2.983e-05, eta: 19:50:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4307, decode.acc_seg: 82.3654, aux.loss_ce: 0.2406, aux.acc_seg: 77.6524, loss: 0.6712 +2024-03-05 21:48:56,647 - mmseg - INFO - Iter [21450/160000] lr: 2.982e-05, eta: 19:50:01, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4545, decode.acc_seg: 82.2559, aux.loss_ce: 0.2590, aux.acc_seg: 76.5366, loss: 0.7135 +2024-03-05 21:49:24,678 - mmseg - INFO - Iter [21500/160000] lr: 2.981e-05, eta: 19:49:50, time: 0.561, data_time: 0.059, memory: 6292, decode.loss_ce: 0.4364, decode.acc_seg: 83.3704, aux.loss_ce: 0.2478, aux.acc_seg: 77.3778, loss: 0.6842 +2024-03-05 21:49:49,627 - mmseg - INFO - Iter [21550/160000] lr: 2.980e-05, eta: 19:49:19, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4435, decode.acc_seg: 82.6613, aux.loss_ce: 0.2543, aux.acc_seg: 76.9989, loss: 0.6978 +2024-03-05 21:50:14,651 - mmseg - INFO - Iter [21600/160000] lr: 2.979e-05, eta: 19:48:48, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.4338, decode.acc_seg: 82.7829, aux.loss_ce: 0.2507, aux.acc_seg: 77.3072, loss: 0.6845 +2024-03-05 21:50:39,505 - mmseg - INFO - Iter [21650/160000] lr: 2.978e-05, eta: 19:48:17, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4113, decode.acc_seg: 83.9673, aux.loss_ce: 0.2452, aux.acc_seg: 78.0153, loss: 0.6564 +2024-03-05 21:51:04,547 - mmseg - INFO - Iter [21700/160000] lr: 2.977e-05, eta: 19:47:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4253, decode.acc_seg: 82.9179, aux.loss_ce: 0.2410, aux.acc_seg: 77.3294, loss: 0.6663 +2024-03-05 21:51:29,683 - mmseg - INFO - Iter [21750/160000] lr: 2.976e-05, eta: 19:47:17, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4301, decode.acc_seg: 83.7418, aux.loss_ce: 0.2474, aux.acc_seg: 78.1026, loss: 0.6775 +2024-03-05 21:51:54,708 - mmseg - INFO - Iter [21800/160000] lr: 2.975e-05, eta: 19:46:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4418, decode.acc_seg: 82.9330, aux.loss_ce: 0.2628, aux.acc_seg: 76.2531, loss: 0.7047 +2024-03-05 21:52:19,620 - mmseg - INFO - Iter [21850/160000] lr: 2.973e-05, eta: 19:46:15, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4668, decode.acc_seg: 81.9955, aux.loss_ce: 0.2593, aux.acc_seg: 76.4368, loss: 0.7261 +2024-03-05 21:52:44,350 - mmseg - INFO - Iter [21900/160000] lr: 2.972e-05, eta: 19:45:43, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4314, decode.acc_seg: 83.1049, aux.loss_ce: 0.2424, aux.acc_seg: 77.8696, loss: 0.6739 +2024-03-05 21:53:09,451 - mmseg - INFO - Iter [21950/160000] lr: 2.971e-05, eta: 19:45:13, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4218, decode.acc_seg: 83.4544, aux.loss_ce: 0.2412, aux.acc_seg: 77.9871, loss: 0.6631 +2024-03-05 21:53:34,365 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 21:53:34,366 - mmseg - INFO - Iter [22000/160000] lr: 2.970e-05, eta: 19:44:42, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4211, decode.acc_seg: 83.6054, aux.loss_ce: 0.2452, aux.acc_seg: 77.4843, loss: 0.6663 +2024-03-05 21:53:59,477 - mmseg - INFO - Iter [22050/160000] lr: 2.969e-05, eta: 19:44:12, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4195, decode.acc_seg: 83.1326, aux.loss_ce: 0.2407, aux.acc_seg: 77.7431, loss: 0.6602 +2024-03-05 21:54:24,474 - mmseg - INFO - Iter [22100/160000] lr: 2.968e-05, eta: 19:43:42, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4367, decode.acc_seg: 83.0074, aux.loss_ce: 0.2460, aux.acc_seg: 77.4869, loss: 0.6827 +2024-03-05 21:54:49,423 - mmseg - INFO - Iter [22150/160000] lr: 2.967e-05, eta: 19:43:11, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4248, decode.acc_seg: 83.4254, aux.loss_ce: 0.2471, aux.acc_seg: 77.5813, loss: 0.6718 +2024-03-05 21:55:14,258 - mmseg - INFO - Iter [22200/160000] lr: 2.966e-05, eta: 19:42:39, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4375, decode.acc_seg: 82.8427, aux.loss_ce: 0.2485, aux.acc_seg: 77.4506, loss: 0.6859 +2024-03-05 21:55:39,266 - mmseg - INFO - Iter [22250/160000] lr: 2.965e-05, eta: 19:42:09, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4484, decode.acc_seg: 82.5068, aux.loss_ce: 0.2569, aux.acc_seg: 76.8996, loss: 0.7053 +2024-03-05 21:56:04,233 - mmseg - INFO - Iter [22300/160000] lr: 2.964e-05, eta: 19:41:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4272, decode.acc_seg: 83.3613, aux.loss_ce: 0.2507, aux.acc_seg: 77.4894, loss: 0.6779 +2024-03-05 21:56:29,045 - mmseg - INFO - Iter [22350/160000] lr: 2.963e-05, eta: 19:41:07, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4547, decode.acc_seg: 82.3012, aux.loss_ce: 0.2579, aux.acc_seg: 76.5344, loss: 0.7126 +2024-03-05 21:56:53,896 - mmseg - INFO - Iter [22400/160000] lr: 2.962e-05, eta: 19:40:36, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4464, decode.acc_seg: 82.9713, aux.loss_ce: 0.2508, aux.acc_seg: 77.8529, loss: 0.6973 +2024-03-05 21:57:18,962 - mmseg - INFO - Iter [22450/160000] lr: 2.961e-05, eta: 19:40:06, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4176, decode.acc_seg: 83.7622, aux.loss_ce: 0.2442, aux.acc_seg: 77.7358, loss: 0.6618 +2024-03-05 21:57:43,903 - mmseg - INFO - Iter [22500/160000] lr: 2.959e-05, eta: 19:39:35, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4234, decode.acc_seg: 83.0940, aux.loss_ce: 0.2406, aux.acc_seg: 77.9370, loss: 0.6640 +2024-03-05 21:58:08,882 - mmseg - INFO - Iter [22550/160000] lr: 2.958e-05, eta: 19:39:05, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4396, decode.acc_seg: 83.3053, aux.loss_ce: 0.2478, aux.acc_seg: 77.8458, loss: 0.6874 +2024-03-05 21:58:33,779 - mmseg - INFO - Iter [22600/160000] lr: 2.957e-05, eta: 19:38:34, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4303, decode.acc_seg: 82.9999, aux.loss_ce: 0.2492, aux.acc_seg: 77.1155, loss: 0.6794 +2024-03-05 21:58:58,455 - mmseg - INFO - Iter [22650/160000] lr: 2.956e-05, eta: 19:38:02, time: 0.494, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4257, decode.acc_seg: 83.2409, aux.loss_ce: 0.2370, aux.acc_seg: 78.0882, loss: 0.6627 +2024-03-05 21:59:23,829 - mmseg - INFO - Iter [22700/160000] lr: 2.955e-05, eta: 19:37:34, time: 0.507, data_time: 0.017, memory: 6292, decode.loss_ce: 0.4309, decode.acc_seg: 83.5126, aux.loss_ce: 0.2398, aux.acc_seg: 78.4925, loss: 0.6707 +2024-03-05 21:59:51,788 - mmseg - INFO - Iter [22750/160000] lr: 2.954e-05, eta: 19:37:22, time: 0.559, data_time: 0.059, memory: 6292, decode.loss_ce: 0.4400, decode.acc_seg: 82.4706, aux.loss_ce: 0.2525, aux.acc_seg: 76.9406, loss: 0.6925 +2024-03-05 22:00:16,872 - mmseg - INFO - Iter [22800/160000] lr: 2.953e-05, eta: 19:36:52, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.4423, decode.acc_seg: 82.5539, aux.loss_ce: 0.2475, aux.acc_seg: 77.5070, loss: 0.6898 +2024-03-05 22:00:41,889 - mmseg - INFO - Iter [22850/160000] lr: 2.952e-05, eta: 19:36:22, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4120, decode.acc_seg: 84.0904, aux.loss_ce: 0.2386, aux.acc_seg: 78.6683, loss: 0.6506 +2024-03-05 22:01:06,565 - mmseg - INFO - Iter [22900/160000] lr: 2.951e-05, eta: 19:35:50, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4224, decode.acc_seg: 83.4441, aux.loss_ce: 0.2516, aux.acc_seg: 77.0712, loss: 0.6740 +2024-03-05 22:01:31,403 - mmseg - INFO - Iter [22950/160000] lr: 2.950e-05, eta: 19:35:19, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3809, decode.acc_seg: 85.1079, aux.loss_ce: 0.2239, aux.acc_seg: 79.8372, loss: 0.6048 +2024-03-05 22:01:56,518 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:01:56,518 - mmseg - INFO - Iter [23000/160000] lr: 2.949e-05, eta: 19:34:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4213, decode.acc_seg: 83.4199, aux.loss_ce: 0.2428, aux.acc_seg: 77.7162, loss: 0.6642 +2024-03-05 22:02:21,417 - mmseg - INFO - Iter [23050/160000] lr: 2.948e-05, eta: 19:34:19, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4053, decode.acc_seg: 83.9350, aux.loss_ce: 0.2339, aux.acc_seg: 78.9621, loss: 0.6393 +2024-03-05 22:02:46,375 - mmseg - INFO - Iter [23100/160000] lr: 2.947e-05, eta: 19:33:49, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4236, decode.acc_seg: 83.1475, aux.loss_ce: 0.2293, aux.acc_seg: 79.0627, loss: 0.6529 +2024-03-05 22:03:11,268 - mmseg - INFO - Iter [23150/160000] lr: 2.945e-05, eta: 19:33:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4336, decode.acc_seg: 82.6553, aux.loss_ce: 0.2488, aux.acc_seg: 77.0686, loss: 0.6823 +2024-03-05 22:03:36,159 - mmseg - INFO - Iter [23200/160000] lr: 2.944e-05, eta: 19:32:47, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4113, decode.acc_seg: 83.7643, aux.loss_ce: 0.2321, aux.acc_seg: 78.7364, loss: 0.6434 +2024-03-05 22:04:00,887 - mmseg - INFO - Iter [23250/160000] lr: 2.943e-05, eta: 19:32:16, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4241, decode.acc_seg: 83.5711, aux.loss_ce: 0.2413, aux.acc_seg: 78.3728, loss: 0.6654 +2024-03-05 22:04:25,927 - mmseg - INFO - Iter [23300/160000] lr: 2.942e-05, eta: 19:31:46, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.4106, decode.acc_seg: 83.7444, aux.loss_ce: 0.2361, aux.acc_seg: 78.5648, loss: 0.6468 +2024-03-05 22:04:51,016 - mmseg - INFO - Iter [23350/160000] lr: 2.941e-05, eta: 19:31:17, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4114, decode.acc_seg: 83.6551, aux.loss_ce: 0.2458, aux.acc_seg: 77.2065, loss: 0.6572 +2024-03-05 22:05:16,111 - mmseg - INFO - Iter [23400/160000] lr: 2.940e-05, eta: 19:30:47, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4210, decode.acc_seg: 83.3611, aux.loss_ce: 0.2417, aux.acc_seg: 77.6934, loss: 0.6627 +2024-03-05 22:05:41,167 - mmseg - INFO - Iter [23450/160000] lr: 2.939e-05, eta: 19:30:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4259, decode.acc_seg: 83.1951, aux.loss_ce: 0.2467, aux.acc_seg: 77.7530, loss: 0.6726 +2024-03-05 22:06:06,050 - mmseg - INFO - Iter [23500/160000] lr: 2.938e-05, eta: 19:29:47, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4611, decode.acc_seg: 82.0595, aux.loss_ce: 0.2625, aux.acc_seg: 76.3517, loss: 0.7236 +2024-03-05 22:06:31,090 - mmseg - INFO - Iter [23550/160000] lr: 2.937e-05, eta: 19:29:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4490, decode.acc_seg: 82.6572, aux.loss_ce: 0.2528, aux.acc_seg: 77.7433, loss: 0.7018 +2024-03-05 22:06:56,163 - mmseg - INFO - Iter [23600/160000] lr: 2.936e-05, eta: 19:28:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4305, decode.acc_seg: 82.8197, aux.loss_ce: 0.2422, aux.acc_seg: 77.7391, loss: 0.6726 +2024-03-05 22:07:21,082 - mmseg - INFO - Iter [23650/160000] lr: 2.935e-05, eta: 19:28:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4314, decode.acc_seg: 83.0119, aux.loss_ce: 0.2472, aux.acc_seg: 77.5916, loss: 0.6786 +2024-03-05 22:07:45,870 - mmseg - INFO - Iter [23700/160000] lr: 2.934e-05, eta: 19:27:47, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4275, decode.acc_seg: 82.9484, aux.loss_ce: 0.2381, aux.acc_seg: 78.0823, loss: 0.6656 +2024-03-05 22:08:10,615 - mmseg - INFO - Iter [23750/160000] lr: 2.933e-05, eta: 19:27:16, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4149, decode.acc_seg: 83.6762, aux.loss_ce: 0.2352, aux.acc_seg: 78.2135, loss: 0.6500 +2024-03-05 22:08:35,757 - mmseg - INFO - Iter [23800/160000] lr: 2.932e-05, eta: 19:26:47, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4217, decode.acc_seg: 83.1497, aux.loss_ce: 0.2379, aux.acc_seg: 77.7292, loss: 0.6595 +2024-03-05 22:09:00,838 - mmseg - INFO - Iter [23850/160000] lr: 2.930e-05, eta: 19:26:18, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4097, decode.acc_seg: 83.9535, aux.loss_ce: 0.2404, aux.acc_seg: 78.0263, loss: 0.6501 +2024-03-05 22:09:25,851 - mmseg - INFO - Iter [23900/160000] lr: 2.929e-05, eta: 19:25:48, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4559, decode.acc_seg: 82.5499, aux.loss_ce: 0.2565, aux.acc_seg: 77.1351, loss: 0.7124 +2024-03-05 22:09:50,968 - mmseg - INFO - Iter [23950/160000] lr: 2.928e-05, eta: 19:25:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4093, decode.acc_seg: 83.4353, aux.loss_ce: 0.2348, aux.acc_seg: 78.3502, loss: 0.6442 +2024-03-05 22:10:19,107 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:10:19,107 - mmseg - INFO - Iter [24000/160000] lr: 2.927e-05, eta: 19:25:07, time: 0.563, data_time: 0.058, memory: 6292, decode.loss_ce: 0.4061, decode.acc_seg: 83.9368, aux.loss_ce: 0.2380, aux.acc_seg: 77.9684, loss: 0.6441 +2024-03-05 22:10:44,119 - mmseg - INFO - Iter [24050/160000] lr: 2.926e-05, eta: 19:24:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3752, decode.acc_seg: 84.9825, aux.loss_ce: 0.2182, aux.acc_seg: 80.1373, loss: 0.5935 +2024-03-05 22:11:09,190 - mmseg - INFO - Iter [24100/160000] lr: 2.925e-05, eta: 19:24:09, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3946, decode.acc_seg: 84.4362, aux.loss_ce: 0.2375, aux.acc_seg: 78.6212, loss: 0.6321 +2024-03-05 22:11:34,143 - mmseg - INFO - Iter [24150/160000] lr: 2.924e-05, eta: 19:23:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4118, decode.acc_seg: 84.0149, aux.loss_ce: 0.2432, aux.acc_seg: 77.9750, loss: 0.6551 +2024-03-05 22:11:58,978 - mmseg - INFO - Iter [24200/160000] lr: 2.923e-05, eta: 19:23:08, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3935, decode.acc_seg: 84.6610, aux.loss_ce: 0.2288, aux.acc_seg: 79.2129, loss: 0.6223 +2024-03-05 22:12:23,815 - mmseg - INFO - Iter [24250/160000] lr: 2.922e-05, eta: 19:22:38, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4257, decode.acc_seg: 83.8992, aux.loss_ce: 0.2417, aux.acc_seg: 78.1173, loss: 0.6673 +2024-03-05 22:12:48,977 - mmseg - INFO - Iter [24300/160000] lr: 2.921e-05, eta: 19:22:09, time: 0.503, data_time: 0.012, memory: 6292, decode.loss_ce: 0.4145, decode.acc_seg: 84.0987, aux.loss_ce: 0.2408, aux.acc_seg: 78.3153, loss: 0.6553 +2024-03-05 22:13:13,886 - mmseg - INFO - Iter [24350/160000] lr: 2.920e-05, eta: 19:21:39, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4190, decode.acc_seg: 83.8059, aux.loss_ce: 0.2495, aux.acc_seg: 77.2931, loss: 0.6684 +2024-03-05 22:13:39,002 - mmseg - INFO - Iter [24400/160000] lr: 2.919e-05, eta: 19:21:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4133, decode.acc_seg: 83.9106, aux.loss_ce: 0.2346, aux.acc_seg: 78.7953, loss: 0.6479 +2024-03-05 22:14:04,028 - mmseg - INFO - Iter [24450/160000] lr: 2.918e-05, eta: 19:20:41, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4073, decode.acc_seg: 83.8349, aux.loss_ce: 0.2396, aux.acc_seg: 77.8063, loss: 0.6470 +2024-03-05 22:14:29,038 - mmseg - INFO - Iter [24500/160000] lr: 2.916e-05, eta: 19:20:11, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3959, decode.acc_seg: 84.3550, aux.loss_ce: 0.2363, aux.acc_seg: 78.4393, loss: 0.6322 +2024-03-05 22:14:53,850 - mmseg - INFO - Iter [24550/160000] lr: 2.915e-05, eta: 19:19:41, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3976, decode.acc_seg: 84.5771, aux.loss_ce: 0.2350, aux.acc_seg: 78.5790, loss: 0.6326 +2024-03-05 22:15:18,919 - mmseg - INFO - Iter [24600/160000] lr: 2.914e-05, eta: 19:19:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4077, decode.acc_seg: 83.9253, aux.loss_ce: 0.2338, aux.acc_seg: 78.2668, loss: 0.6415 +2024-03-05 22:15:44,080 - mmseg - INFO - Iter [24650/160000] lr: 2.913e-05, eta: 19:18:43, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4021, decode.acc_seg: 83.9054, aux.loss_ce: 0.2300, aux.acc_seg: 78.7287, loss: 0.6321 +2024-03-05 22:16:09,145 - mmseg - INFO - Iter [24700/160000] lr: 2.912e-05, eta: 19:18:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4149, decode.acc_seg: 84.0469, aux.loss_ce: 0.2397, aux.acc_seg: 78.1704, loss: 0.6545 +2024-03-05 22:16:34,202 - mmseg - INFO - Iter [24750/160000] lr: 2.911e-05, eta: 19:17:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4204, decode.acc_seg: 83.3125, aux.loss_ce: 0.2403, aux.acc_seg: 78.1165, loss: 0.6607 +2024-03-05 22:16:59,463 - mmseg - INFO - Iter [24800/160000] lr: 2.910e-05, eta: 19:17:17, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4214, decode.acc_seg: 83.4439, aux.loss_ce: 0.2375, aux.acc_seg: 78.2533, loss: 0.6589 +2024-03-05 22:17:24,435 - mmseg - INFO - Iter [24850/160000] lr: 2.909e-05, eta: 19:16:47, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4151, decode.acc_seg: 83.1203, aux.loss_ce: 0.2397, aux.acc_seg: 77.4384, loss: 0.6548 +2024-03-05 22:17:49,361 - mmseg - INFO - Iter [24900/160000] lr: 2.908e-05, eta: 19:16:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4207, decode.acc_seg: 83.4267, aux.loss_ce: 0.2423, aux.acc_seg: 77.5367, loss: 0.6630 +2024-03-05 22:18:14,225 - mmseg - INFO - Iter [24950/160000] lr: 2.907e-05, eta: 19:15:48, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4119, decode.acc_seg: 84.1874, aux.loss_ce: 0.2328, aux.acc_seg: 79.0157, loss: 0.6447 +2024-03-05 22:18:39,096 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:18:39,096 - mmseg - INFO - Iter [25000/160000] lr: 2.906e-05, eta: 19:15:18, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4255, decode.acc_seg: 82.8553, aux.loss_ce: 0.2432, aux.acc_seg: 77.5869, loss: 0.6686 +2024-03-05 22:19:04,100 - mmseg - INFO - Iter [25050/160000] lr: 2.905e-05, eta: 19:14:48, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4197, decode.acc_seg: 83.5319, aux.loss_ce: 0.2438, aux.acc_seg: 77.7969, loss: 0.6635 +2024-03-05 22:19:29,138 - mmseg - INFO - Iter [25100/160000] lr: 2.904e-05, eta: 19:14:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4018, decode.acc_seg: 83.8673, aux.loss_ce: 0.2281, aux.acc_seg: 78.7940, loss: 0.6299 +2024-03-05 22:19:54,087 - mmseg - INFO - Iter [25150/160000] lr: 2.902e-05, eta: 19:13:50, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4058, decode.acc_seg: 83.9687, aux.loss_ce: 0.2351, aux.acc_seg: 78.6377, loss: 0.6409 +2024-03-05 22:20:19,230 - mmseg - INFO - Iter [25200/160000] lr: 2.901e-05, eta: 19:13:21, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3987, decode.acc_seg: 83.9606, aux.loss_ce: 0.2313, aux.acc_seg: 78.9883, loss: 0.6300 +2024-03-05 22:20:44,408 - mmseg - INFO - Iter [25250/160000] lr: 2.900e-05, eta: 19:12:53, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4344, decode.acc_seg: 83.1491, aux.loss_ce: 0.2489, aux.acc_seg: 77.3750, loss: 0.6833 +2024-03-05 22:21:12,477 - mmseg - INFO - Iter [25300/160000] lr: 2.899e-05, eta: 19:12:40, time: 0.561, data_time: 0.051, memory: 6292, decode.loss_ce: 0.4155, decode.acc_seg: 83.1207, aux.loss_ce: 0.2390, aux.acc_seg: 77.9215, loss: 0.6544 +2024-03-05 22:21:37,344 - mmseg - INFO - Iter [25350/160000] lr: 2.898e-05, eta: 19:12:10, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3862, decode.acc_seg: 84.8558, aux.loss_ce: 0.2293, aux.acc_seg: 78.9955, loss: 0.6155 +2024-03-05 22:22:02,025 - mmseg - INFO - Iter [25400/160000] lr: 2.897e-05, eta: 19:11:39, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4072, decode.acc_seg: 83.6220, aux.loss_ce: 0.2354, aux.acc_seg: 77.8239, loss: 0.6426 +2024-03-05 22:22:26,862 - mmseg - INFO - Iter [25450/160000] lr: 2.896e-05, eta: 19:11:09, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3728, decode.acc_seg: 85.2665, aux.loss_ce: 0.2142, aux.acc_seg: 80.3177, loss: 0.5871 +2024-03-05 22:22:51,842 - mmseg - INFO - Iter [25500/160000] lr: 2.895e-05, eta: 19:10:40, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3890, decode.acc_seg: 85.0406, aux.loss_ce: 0.2298, aux.acc_seg: 79.3125, loss: 0.6188 +2024-03-05 22:23:16,603 - mmseg - INFO - Iter [25550/160000] lr: 2.894e-05, eta: 19:10:09, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4135, decode.acc_seg: 83.9914, aux.loss_ce: 0.2355, aux.acc_seg: 78.3364, loss: 0.6491 +2024-03-05 22:23:41,372 - mmseg - INFO - Iter [25600/160000] lr: 2.893e-05, eta: 19:09:39, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3968, decode.acc_seg: 84.2353, aux.loss_ce: 0.2341, aux.acc_seg: 78.6323, loss: 0.6309 +2024-03-05 22:24:06,233 - mmseg - INFO - Iter [25650/160000] lr: 2.892e-05, eta: 19:09:09, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4058, decode.acc_seg: 83.5792, aux.loss_ce: 0.2395, aux.acc_seg: 77.9170, loss: 0.6453 +2024-03-05 22:24:31,055 - mmseg - INFO - Iter [25700/160000] lr: 2.891e-05, eta: 19:08:39, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4154, decode.acc_seg: 84.0634, aux.loss_ce: 0.2435, aux.acc_seg: 78.1056, loss: 0.6589 +2024-03-05 22:24:56,142 - mmseg - INFO - Iter [25750/160000] lr: 2.890e-05, eta: 19:08:10, time: 0.502, data_time: 0.012, memory: 6292, decode.loss_ce: 0.4231, decode.acc_seg: 83.9809, aux.loss_ce: 0.2462, aux.acc_seg: 77.7610, loss: 0.6692 +2024-03-05 22:25:21,178 - mmseg - INFO - Iter [25800/160000] lr: 2.888e-05, eta: 19:07:41, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4165, decode.acc_seg: 83.3640, aux.loss_ce: 0.2446, aux.acc_seg: 77.6033, loss: 0.6611 +2024-03-05 22:25:45,957 - mmseg - INFO - Iter [25850/160000] lr: 2.887e-05, eta: 19:07:11, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4215, decode.acc_seg: 83.5004, aux.loss_ce: 0.2406, aux.acc_seg: 78.2149, loss: 0.6621 +2024-03-05 22:26:10,845 - mmseg - INFO - Iter [25900/160000] lr: 2.886e-05, eta: 19:06:42, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4096, decode.acc_seg: 83.5958, aux.loss_ce: 0.2446, aux.acc_seg: 77.6917, loss: 0.6542 +2024-03-05 22:26:35,969 - mmseg - INFO - Iter [25950/160000] lr: 2.885e-05, eta: 19:06:13, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3929, decode.acc_seg: 84.2632, aux.loss_ce: 0.2304, aux.acc_seg: 78.8601, loss: 0.6234 +2024-03-05 22:27:00,939 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:27:00,939 - mmseg - INFO - Iter [26000/160000] lr: 2.884e-05, eta: 19:05:44, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4450, decode.acc_seg: 83.3605, aux.loss_ce: 0.2555, aux.acc_seg: 77.3056, loss: 0.7006 +2024-03-05 22:27:25,734 - mmseg - INFO - Iter [26050/160000] lr: 2.883e-05, eta: 19:05:14, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4260, decode.acc_seg: 83.1774, aux.loss_ce: 0.2467, aux.acc_seg: 77.7216, loss: 0.6728 +2024-03-05 22:27:50,582 - mmseg - INFO - Iter [26100/160000] lr: 2.882e-05, eta: 19:04:44, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3940, decode.acc_seg: 84.8129, aux.loss_ce: 0.2320, aux.acc_seg: 79.2638, loss: 0.6259 +2024-03-05 22:28:15,435 - mmseg - INFO - Iter [26150/160000] lr: 2.881e-05, eta: 19:04:15, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4124, decode.acc_seg: 83.6337, aux.loss_ce: 0.2408, aux.acc_seg: 77.9324, loss: 0.6532 +2024-03-05 22:28:40,391 - mmseg - INFO - Iter [26200/160000] lr: 2.880e-05, eta: 19:03:45, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4083, decode.acc_seg: 84.0557, aux.loss_ce: 0.2322, aux.acc_seg: 78.7690, loss: 0.6405 +2024-03-05 22:29:05,401 - mmseg - INFO - Iter [26250/160000] lr: 2.879e-05, eta: 19:03:16, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4246, decode.acc_seg: 83.6016, aux.loss_ce: 0.2417, aux.acc_seg: 77.9870, loss: 0.6662 +2024-03-05 22:29:30,238 - mmseg - INFO - Iter [26300/160000] lr: 2.878e-05, eta: 19:02:47, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3764, decode.acc_seg: 85.4129, aux.loss_ce: 0.2234, aux.acc_seg: 79.9232, loss: 0.5998 +2024-03-05 22:29:54,942 - mmseg - INFO - Iter [26350/160000] lr: 2.877e-05, eta: 19:02:16, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4042, decode.acc_seg: 83.8718, aux.loss_ce: 0.2323, aux.acc_seg: 78.1286, loss: 0.6365 +2024-03-05 22:30:19,971 - mmseg - INFO - Iter [26400/160000] lr: 2.876e-05, eta: 19:01:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4173, decode.acc_seg: 83.6359, aux.loss_ce: 0.2318, aux.acc_seg: 78.5321, loss: 0.6491 +2024-03-05 22:30:45,005 - mmseg - INFO - Iter [26450/160000] lr: 2.874e-05, eta: 19:01:19, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4072, decode.acc_seg: 83.4471, aux.loss_ce: 0.2322, aux.acc_seg: 77.8855, loss: 0.6393 +2024-03-05 22:31:10,013 - mmseg - INFO - Iter [26500/160000] lr: 2.873e-05, eta: 19:00:50, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.4081, decode.acc_seg: 83.7480, aux.loss_ce: 0.2345, aux.acc_seg: 78.3632, loss: 0.6427 +2024-03-05 22:31:38,031 - mmseg - INFO - Iter [26550/160000] lr: 2.872e-05, eta: 19:00:36, time: 0.560, data_time: 0.060, memory: 6292, decode.loss_ce: 0.3846, decode.acc_seg: 84.9320, aux.loss_ce: 0.2246, aux.acc_seg: 79.3137, loss: 0.6092 +2024-03-05 22:32:02,804 - mmseg - INFO - Iter [26600/160000] lr: 2.871e-05, eta: 19:00:06, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4007, decode.acc_seg: 84.5510, aux.loss_ce: 0.2260, aux.acc_seg: 79.2330, loss: 0.6267 +2024-03-05 22:32:27,786 - mmseg - INFO - Iter [26650/160000] lr: 2.870e-05, eta: 18:59:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3598, decode.acc_seg: 85.5550, aux.loss_ce: 0.2116, aux.acc_seg: 80.0814, loss: 0.5714 +2024-03-05 22:32:52,583 - mmseg - INFO - Iter [26700/160000] lr: 2.869e-05, eta: 18:59:08, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3863, decode.acc_seg: 84.7561, aux.loss_ce: 0.2294, aux.acc_seg: 79.1482, loss: 0.6157 +2024-03-05 22:33:17,598 - mmseg - INFO - Iter [26750/160000] lr: 2.868e-05, eta: 18:58:39, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4013, decode.acc_seg: 84.5816, aux.loss_ce: 0.2358, aux.acc_seg: 78.6582, loss: 0.6372 +2024-03-05 22:33:42,397 - mmseg - INFO - Iter [26800/160000] lr: 2.867e-05, eta: 18:58:09, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3699, decode.acc_seg: 85.4313, aux.loss_ce: 0.2221, aux.acc_seg: 79.6024, loss: 0.5920 +2024-03-05 22:34:07,320 - mmseg - INFO - Iter [26850/160000] lr: 2.866e-05, eta: 18:57:40, time: 0.498, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3736, decode.acc_seg: 85.3771, aux.loss_ce: 0.2220, aux.acc_seg: 79.9713, loss: 0.5956 +2024-03-05 22:34:32,331 - mmseg - INFO - Iter [26900/160000] lr: 2.865e-05, eta: 18:57:11, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3987, decode.acc_seg: 84.8578, aux.loss_ce: 0.2287, aux.acc_seg: 79.6274, loss: 0.6275 +2024-03-05 22:34:57,315 - mmseg - INFO - Iter [26950/160000] lr: 2.864e-05, eta: 18:56:42, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4071, decode.acc_seg: 84.0255, aux.loss_ce: 0.2402, aux.acc_seg: 77.8102, loss: 0.6473 +2024-03-05 22:35:22,229 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:35:22,230 - mmseg - INFO - Iter [27000/160000] lr: 2.863e-05, eta: 18:56:13, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3685, decode.acc_seg: 85.2128, aux.loss_ce: 0.2182, aux.acc_seg: 79.7925, loss: 0.5867 +2024-03-05 22:35:47,078 - mmseg - INFO - Iter [27050/160000] lr: 2.862e-05, eta: 18:55:44, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4121, decode.acc_seg: 83.7284, aux.loss_ce: 0.2424, aux.acc_seg: 77.9982, loss: 0.6546 +2024-03-05 22:36:12,067 - mmseg - INFO - Iter [27100/160000] lr: 2.860e-05, eta: 18:55:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4021, decode.acc_seg: 84.1634, aux.loss_ce: 0.2405, aux.acc_seg: 78.2299, loss: 0.6426 +2024-03-05 22:36:36,974 - mmseg - INFO - Iter [27150/160000] lr: 2.859e-05, eta: 18:54:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3875, decode.acc_seg: 84.4964, aux.loss_ce: 0.2315, aux.acc_seg: 78.7027, loss: 0.6189 +2024-03-05 22:37:01,860 - mmseg - INFO - Iter [27200/160000] lr: 2.858e-05, eta: 18:54:17, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3864, decode.acc_seg: 85.0875, aux.loss_ce: 0.2223, aux.acc_seg: 79.8717, loss: 0.6086 +2024-03-05 22:37:26,934 - mmseg - INFO - Iter [27250/160000] lr: 2.857e-05, eta: 18:53:48, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3937, decode.acc_seg: 84.7965, aux.loss_ce: 0.2290, aux.acc_seg: 79.0954, loss: 0.6227 +2024-03-05 22:37:51,919 - mmseg - INFO - Iter [27300/160000] lr: 2.856e-05, eta: 18:53:20, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3872, decode.acc_seg: 84.7993, aux.loss_ce: 0.2257, aux.acc_seg: 79.2211, loss: 0.6129 +2024-03-05 22:38:16,847 - mmseg - INFO - Iter [27350/160000] lr: 2.855e-05, eta: 18:52:51, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4149, decode.acc_seg: 83.6269, aux.loss_ce: 0.2341, aux.acc_seg: 78.2259, loss: 0.6490 +2024-03-05 22:38:41,783 - mmseg - INFO - Iter [27400/160000] lr: 2.854e-05, eta: 18:52:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3935, decode.acc_seg: 84.6354, aux.loss_ce: 0.2271, aux.acc_seg: 79.1983, loss: 0.6205 +2024-03-05 22:39:06,534 - mmseg - INFO - Iter [27450/160000] lr: 2.853e-05, eta: 18:51:52, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3864, decode.acc_seg: 84.6727, aux.loss_ce: 0.2305, aux.acc_seg: 78.9831, loss: 0.6169 +2024-03-05 22:39:31,387 - mmseg - INFO - Iter [27500/160000] lr: 2.852e-05, eta: 18:51:23, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4026, decode.acc_seg: 83.9843, aux.loss_ce: 0.2297, aux.acc_seg: 79.2256, loss: 0.6323 +2024-03-05 22:39:56,500 - mmseg - INFO - Iter [27550/160000] lr: 2.851e-05, eta: 18:50:55, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3849, decode.acc_seg: 84.9431, aux.loss_ce: 0.2247, aux.acc_seg: 79.2736, loss: 0.6097 +2024-03-05 22:40:21,551 - mmseg - INFO - Iter [27600/160000] lr: 2.850e-05, eta: 18:50:26, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4248, decode.acc_seg: 83.3156, aux.loss_ce: 0.2440, aux.acc_seg: 77.8664, loss: 0.6688 +2024-03-05 22:40:46,480 - mmseg - INFO - Iter [27650/160000] lr: 2.849e-05, eta: 18:49:57, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3780, decode.acc_seg: 85.0415, aux.loss_ce: 0.2190, aux.acc_seg: 79.9253, loss: 0.5969 +2024-03-05 22:41:11,494 - mmseg - INFO - Iter [27700/160000] lr: 2.848e-05, eta: 18:49:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4062, decode.acc_seg: 84.3884, aux.loss_ce: 0.2316, aux.acc_seg: 78.9282, loss: 0.6378 +2024-03-05 22:41:36,587 - mmseg - INFO - Iter [27750/160000] lr: 2.846e-05, eta: 18:49:01, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3744, decode.acc_seg: 85.2471, aux.loss_ce: 0.2194, aux.acc_seg: 79.9027, loss: 0.5938 +2024-03-05 22:42:04,654 - mmseg - INFO - Iter [27800/160000] lr: 2.845e-05, eta: 18:48:47, time: 0.561, data_time: 0.058, memory: 6292, decode.loss_ce: 0.3783, decode.acc_seg: 85.4268, aux.loss_ce: 0.2209, aux.acc_seg: 79.8458, loss: 0.5992 +2024-03-05 22:42:29,535 - mmseg - INFO - Iter [27850/160000] lr: 2.844e-05, eta: 18:48:18, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.4028, decode.acc_seg: 84.6393, aux.loss_ce: 0.2370, aux.acc_seg: 78.5576, loss: 0.6397 +2024-03-05 22:42:54,573 - mmseg - INFO - Iter [27900/160000] lr: 2.843e-05, eta: 18:47:49, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3827, decode.acc_seg: 84.9919, aux.loss_ce: 0.2256, aux.acc_seg: 79.5077, loss: 0.6083 +2024-03-05 22:43:19,509 - mmseg - INFO - Iter [27950/160000] lr: 2.842e-05, eta: 18:47:21, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3666, decode.acc_seg: 85.3901, aux.loss_ce: 0.2155, aux.acc_seg: 79.8111, loss: 0.5821 +2024-03-05 22:43:44,314 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:43:44,314 - mmseg - INFO - Iter [28000/160000] lr: 2.841e-05, eta: 18:46:51, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3810, decode.acc_seg: 85.1842, aux.loss_ce: 0.2259, aux.acc_seg: 79.5603, loss: 0.6069 +2024-03-05 22:44:09,566 - mmseg - INFO - Iter [28050/160000] lr: 2.840e-05, eta: 18:46:24, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3904, decode.acc_seg: 84.8832, aux.loss_ce: 0.2286, aux.acc_seg: 79.6758, loss: 0.6190 +2024-03-05 22:44:34,556 - mmseg - INFO - Iter [28100/160000] lr: 2.839e-05, eta: 18:45:55, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3710, decode.acc_seg: 85.6612, aux.loss_ce: 0.2174, aux.acc_seg: 80.0882, loss: 0.5884 +2024-03-05 22:44:59,601 - mmseg - INFO - Iter [28150/160000] lr: 2.838e-05, eta: 18:45:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3820, decode.acc_seg: 85.0088, aux.loss_ce: 0.2259, aux.acc_seg: 79.3296, loss: 0.6079 +2024-03-05 22:45:24,762 - mmseg - INFO - Iter [28200/160000] lr: 2.837e-05, eta: 18:44:59, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3845, decode.acc_seg: 84.8840, aux.loss_ce: 0.2259, aux.acc_seg: 79.4196, loss: 0.6104 +2024-03-05 22:45:49,486 - mmseg - INFO - Iter [28250/160000] lr: 2.836e-05, eta: 18:44:30, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4032, decode.acc_seg: 83.9827, aux.loss_ce: 0.2423, aux.acc_seg: 77.6735, loss: 0.6455 +2024-03-05 22:46:14,507 - mmseg - INFO - Iter [28300/160000] lr: 2.835e-05, eta: 18:44:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3920, decode.acc_seg: 84.6200, aux.loss_ce: 0.2241, aux.acc_seg: 79.1914, loss: 0.6161 +2024-03-05 22:46:39,554 - mmseg - INFO - Iter [28350/160000] lr: 2.834e-05, eta: 18:43:33, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3836, decode.acc_seg: 84.7091, aux.loss_ce: 0.2259, aux.acc_seg: 78.7198, loss: 0.6095 +2024-03-05 22:47:04,584 - mmseg - INFO - Iter [28400/160000] lr: 2.832e-05, eta: 18:43:05, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3778, decode.acc_seg: 85.3012, aux.loss_ce: 0.2296, aux.acc_seg: 79.0437, loss: 0.6074 +2024-03-05 22:47:29,514 - mmseg - INFO - Iter [28450/160000] lr: 2.831e-05, eta: 18:42:36, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3785, decode.acc_seg: 84.9916, aux.loss_ce: 0.2284, aux.acc_seg: 79.2258, loss: 0.6068 +2024-03-05 22:47:54,297 - mmseg - INFO - Iter [28500/160000] lr: 2.830e-05, eta: 18:42:07, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3873, decode.acc_seg: 84.1047, aux.loss_ce: 0.2255, aux.acc_seg: 78.6198, loss: 0.6128 +2024-03-05 22:48:19,066 - mmseg - INFO - Iter [28550/160000] lr: 2.829e-05, eta: 18:41:37, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3980, decode.acc_seg: 84.1973, aux.loss_ce: 0.2334, aux.acc_seg: 78.6984, loss: 0.6315 +2024-03-05 22:48:43,880 - mmseg - INFO - Iter [28600/160000] lr: 2.828e-05, eta: 18:41:08, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4079, decode.acc_seg: 84.5417, aux.loss_ce: 0.2345, aux.acc_seg: 79.1987, loss: 0.6423 +2024-03-05 22:49:08,857 - mmseg - INFO - Iter [28650/160000] lr: 2.827e-05, eta: 18:40:40, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3759, decode.acc_seg: 85.2176, aux.loss_ce: 0.2222, aux.acc_seg: 79.6520, loss: 0.5981 +2024-03-05 22:49:33,890 - mmseg - INFO - Iter [28700/160000] lr: 2.826e-05, eta: 18:40:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4044, decode.acc_seg: 84.1343, aux.loss_ce: 0.2254, aux.acc_seg: 79.2462, loss: 0.6298 +2024-03-05 22:49:58,861 - mmseg - INFO - Iter [28750/160000] lr: 2.825e-05, eta: 18:39:43, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3961, decode.acc_seg: 84.4853, aux.loss_ce: 0.2258, aux.acc_seg: 79.5819, loss: 0.6219 +2024-03-05 22:50:23,922 - mmseg - INFO - Iter [28800/160000] lr: 2.824e-05, eta: 18:39:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3983, decode.acc_seg: 84.2514, aux.loss_ce: 0.2301, aux.acc_seg: 78.7952, loss: 0.6283 +2024-03-05 22:50:48,818 - mmseg - INFO - Iter [28850/160000] lr: 2.823e-05, eta: 18:38:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3712, decode.acc_seg: 84.8636, aux.loss_ce: 0.2186, aux.acc_seg: 79.2506, loss: 0.5898 +2024-03-05 22:51:13,732 - mmseg - INFO - Iter [28900/160000] lr: 2.822e-05, eta: 18:38:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4040, decode.acc_seg: 84.3564, aux.loss_ce: 0.2295, aux.acc_seg: 79.0802, loss: 0.6334 +2024-03-05 22:51:38,620 - mmseg - INFO - Iter [28950/160000] lr: 2.821e-05, eta: 18:37:49, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3993, decode.acc_seg: 84.2759, aux.loss_ce: 0.2271, aux.acc_seg: 79.2218, loss: 0.6264 +2024-03-05 22:52:03,747 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 22:52:03,748 - mmseg - INFO - Iter [29000/160000] lr: 2.820e-05, eta: 18:37:21, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3979, decode.acc_seg: 83.7579, aux.loss_ce: 0.2342, aux.acc_seg: 78.2853, loss: 0.6321 +2024-03-05 22:52:31,477 - mmseg - INFO - Iter [29050/160000] lr: 2.819e-05, eta: 18:37:05, time: 0.555, data_time: 0.063, memory: 6292, decode.loss_ce: 0.3780, decode.acc_seg: 84.7966, aux.loss_ce: 0.2235, aux.acc_seg: 79.1088, loss: 0.6015 +2024-03-05 22:52:56,358 - mmseg - INFO - Iter [29100/160000] lr: 2.817e-05, eta: 18:36:36, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3703, decode.acc_seg: 85.5170, aux.loss_ce: 0.2271, aux.acc_seg: 79.6446, loss: 0.5974 +2024-03-05 22:53:21,254 - mmseg - INFO - Iter [29150/160000] lr: 2.816e-05, eta: 18:36:08, time: 0.498, data_time: 0.011, memory: 6292, decode.loss_ce: 0.3682, decode.acc_seg: 85.5681, aux.loss_ce: 0.2195, aux.acc_seg: 79.8411, loss: 0.5877 +2024-03-05 22:53:46,276 - mmseg - INFO - Iter [29200/160000] lr: 2.815e-05, eta: 18:35:40, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3700, decode.acc_seg: 85.5539, aux.loss_ce: 0.2209, aux.acc_seg: 80.1614, loss: 0.5909 +2024-03-05 22:54:11,195 - mmseg - INFO - Iter [29250/160000] lr: 2.814e-05, eta: 18:35:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3745, decode.acc_seg: 85.4233, aux.loss_ce: 0.2187, aux.acc_seg: 80.1660, loss: 0.5932 +2024-03-05 22:54:36,098 - mmseg - INFO - Iter [29300/160000] lr: 2.813e-05, eta: 18:34:42, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3917, decode.acc_seg: 85.0484, aux.loss_ce: 0.2292, aux.acc_seg: 79.0767, loss: 0.6209 +2024-03-05 22:55:01,016 - mmseg - INFO - Iter [29350/160000] lr: 2.812e-05, eta: 18:34:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3571, decode.acc_seg: 85.6448, aux.loss_ce: 0.2136, aux.acc_seg: 79.9851, loss: 0.5707 +2024-03-05 22:55:26,003 - mmseg - INFO - Iter [29400/160000] lr: 2.811e-05, eta: 18:33:46, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3512, decode.acc_seg: 85.5548, aux.loss_ce: 0.2025, aux.acc_seg: 80.7204, loss: 0.5537 +2024-03-05 22:55:50,775 - mmseg - INFO - Iter [29450/160000] lr: 2.810e-05, eta: 18:33:16, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3713, decode.acc_seg: 85.1059, aux.loss_ce: 0.2212, aux.acc_seg: 79.5157, loss: 0.5925 +2024-03-05 22:56:15,969 - mmseg - INFO - Iter [29500/160000] lr: 2.809e-05, eta: 18:32:49, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3605, decode.acc_seg: 85.9080, aux.loss_ce: 0.2185, aux.acc_seg: 79.7502, loss: 0.5790 +2024-03-05 22:56:41,063 - mmseg - INFO - Iter [29550/160000] lr: 2.808e-05, eta: 18:32:21, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4037, decode.acc_seg: 84.3475, aux.loss_ce: 0.2363, aux.acc_seg: 78.4619, loss: 0.6399 +2024-03-05 22:57:05,815 - mmseg - INFO - Iter [29600/160000] lr: 2.807e-05, eta: 18:31:52, time: 0.495, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3828, decode.acc_seg: 85.0421, aux.loss_ce: 0.2195, aux.acc_seg: 79.9883, loss: 0.6023 +2024-03-05 22:57:30,750 - mmseg - INFO - Iter [29650/160000] lr: 2.806e-05, eta: 18:31:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3784, decode.acc_seg: 85.3205, aux.loss_ce: 0.2188, aux.acc_seg: 80.2111, loss: 0.5971 +2024-03-05 22:57:55,537 - mmseg - INFO - Iter [29700/160000] lr: 2.805e-05, eta: 18:30:55, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3848, decode.acc_seg: 84.4775, aux.loss_ce: 0.2229, aux.acc_seg: 78.7456, loss: 0.6078 +2024-03-05 22:58:20,470 - mmseg - INFO - Iter [29750/160000] lr: 2.803e-05, eta: 18:30:26, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3566, decode.acc_seg: 85.9083, aux.loss_ce: 0.2159, aux.acc_seg: 80.1163, loss: 0.5725 +2024-03-05 22:58:45,378 - mmseg - INFO - Iter [29800/160000] lr: 2.802e-05, eta: 18:29:58, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3840, decode.acc_seg: 84.8707, aux.loss_ce: 0.2264, aux.acc_seg: 79.5244, loss: 0.6104 +2024-03-05 22:59:10,118 - mmseg - INFO - Iter [29850/160000] lr: 2.801e-05, eta: 18:29:28, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3651, decode.acc_seg: 85.4591, aux.loss_ce: 0.2179, aux.acc_seg: 79.4874, loss: 0.5830 +2024-03-05 22:59:35,169 - mmseg - INFO - Iter [29900/160000] lr: 2.800e-05, eta: 18:29:01, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3758, decode.acc_seg: 85.3627, aux.loss_ce: 0.2277, aux.acc_seg: 79.3077, loss: 0.6034 +2024-03-05 23:00:00,123 - mmseg - INFO - Iter [29950/160000] lr: 2.799e-05, eta: 18:28:32, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3725, decode.acc_seg: 84.9454, aux.loss_ce: 0.2220, aux.acc_seg: 79.5590, loss: 0.5945 +2024-03-05 23:00:24,956 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:00:24,957 - mmseg - INFO - Iter [30000/160000] lr: 2.798e-05, eta: 18:28:04, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3752, decode.acc_seg: 85.2034, aux.loss_ce: 0.2207, aux.acc_seg: 79.7036, loss: 0.5960 +2024-03-05 23:00:49,941 - mmseg - INFO - Iter [30050/160000] lr: 2.797e-05, eta: 18:27:35, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3845, decode.acc_seg: 84.7032, aux.loss_ce: 0.2196, aux.acc_seg: 79.6824, loss: 0.6041 +2024-03-05 23:01:14,833 - mmseg - INFO - Iter [30100/160000] lr: 2.796e-05, eta: 18:27:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3864, decode.acc_seg: 85.0414, aux.loss_ce: 0.2259, aux.acc_seg: 79.7000, loss: 0.6123 +2024-03-05 23:01:39,782 - mmseg - INFO - Iter [30150/160000] lr: 2.795e-05, eta: 18:26:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4117, decode.acc_seg: 83.9464, aux.loss_ce: 0.2366, aux.acc_seg: 78.5059, loss: 0.6483 +2024-03-05 23:02:04,597 - mmseg - INFO - Iter [30200/160000] lr: 2.794e-05, eta: 18:26:10, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3832, decode.acc_seg: 84.9361, aux.loss_ce: 0.2227, aux.acc_seg: 79.6337, loss: 0.6059 +2024-03-05 23:02:29,357 - mmseg - INFO - Iter [30250/160000] lr: 2.793e-05, eta: 18:25:41, time: 0.495, data_time: 0.009, memory: 6292, decode.loss_ce: 0.4036, decode.acc_seg: 83.6862, aux.loss_ce: 0.2290, aux.acc_seg: 78.4940, loss: 0.6325 +2024-03-05 23:02:54,438 - mmseg - INFO - Iter [30300/160000] lr: 2.792e-05, eta: 18:25:13, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3764, decode.acc_seg: 84.8380, aux.loss_ce: 0.2231, aux.acc_seg: 79.3486, loss: 0.5995 +2024-03-05 23:03:22,348 - mmseg - INFO - Iter [30350/160000] lr: 2.791e-05, eta: 18:24:58, time: 0.558, data_time: 0.064, memory: 6292, decode.loss_ce: 0.3900, decode.acc_seg: 84.8971, aux.loss_ce: 0.2281, aux.acc_seg: 79.0864, loss: 0.6180 +2024-03-05 23:03:47,212 - mmseg - INFO - Iter [30400/160000] lr: 2.789e-05, eta: 18:24:29, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3680, decode.acc_seg: 85.6929, aux.loss_ce: 0.2188, aux.acc_seg: 80.1784, loss: 0.5867 +2024-03-05 23:04:12,214 - mmseg - INFO - Iter [30450/160000] lr: 2.788e-05, eta: 18:24:01, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3676, decode.acc_seg: 85.3678, aux.loss_ce: 0.2230, aux.acc_seg: 79.3002, loss: 0.5906 +2024-03-05 23:04:37,028 - mmseg - INFO - Iter [30500/160000] lr: 2.787e-05, eta: 18:23:32, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3639, decode.acc_seg: 85.5527, aux.loss_ce: 0.2180, aux.acc_seg: 79.8400, loss: 0.5819 +2024-03-05 23:05:01,971 - mmseg - INFO - Iter [30550/160000] lr: 2.786e-05, eta: 18:23:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3742, decode.acc_seg: 84.8114, aux.loss_ce: 0.2278, aux.acc_seg: 78.8375, loss: 0.6020 +2024-03-05 23:05:26,914 - mmseg - INFO - Iter [30600/160000] lr: 2.785e-05, eta: 18:22:36, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3732, decode.acc_seg: 85.3064, aux.loss_ce: 0.2220, aux.acc_seg: 79.6204, loss: 0.5953 +2024-03-05 23:05:51,800 - mmseg - INFO - Iter [30650/160000] lr: 2.784e-05, eta: 18:22:08, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3744, decode.acc_seg: 85.3576, aux.loss_ce: 0.2170, aux.acc_seg: 80.2773, loss: 0.5914 +2024-03-05 23:06:16,903 - mmseg - INFO - Iter [30700/160000] lr: 2.783e-05, eta: 18:21:40, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3734, decode.acc_seg: 85.1704, aux.loss_ce: 0.2213, aux.acc_seg: 79.3055, loss: 0.5947 +2024-03-05 23:06:42,041 - mmseg - INFO - Iter [30750/160000] lr: 2.782e-05, eta: 18:21:13, time: 0.503, data_time: 0.011, memory: 6292, decode.loss_ce: 0.3678, decode.acc_seg: 85.4325, aux.loss_ce: 0.2192, aux.acc_seg: 79.7853, loss: 0.5869 +2024-03-05 23:07:07,067 - mmseg - INFO - Iter [30800/160000] lr: 2.781e-05, eta: 18:20:45, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3498, decode.acc_seg: 86.3297, aux.loss_ce: 0.2102, aux.acc_seg: 80.5691, loss: 0.5600 +2024-03-05 23:07:32,112 - mmseg - INFO - Iter [30850/160000] lr: 2.780e-05, eta: 18:20:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3889, decode.acc_seg: 84.3761, aux.loss_ce: 0.2295, aux.acc_seg: 78.2451, loss: 0.6184 +2024-03-05 23:07:56,886 - mmseg - INFO - Iter [30900/160000] lr: 2.779e-05, eta: 18:19:48, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3722, decode.acc_seg: 84.9808, aux.loss_ce: 0.2144, aux.acc_seg: 79.9587, loss: 0.5866 +2024-03-05 23:08:21,831 - mmseg - INFO - Iter [30950/160000] lr: 2.778e-05, eta: 18:19:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3744, decode.acc_seg: 85.2521, aux.loss_ce: 0.2251, aux.acc_seg: 79.3441, loss: 0.5995 +2024-03-05 23:08:47,004 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:08:47,004 - mmseg - INFO - Iter [31000/160000] lr: 2.777e-05, eta: 18:18:53, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3676, decode.acc_seg: 85.3048, aux.loss_ce: 0.2247, aux.acc_seg: 79.5409, loss: 0.5923 +2024-03-05 23:09:12,047 - mmseg - INFO - Iter [31050/160000] lr: 2.775e-05, eta: 18:18:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3685, decode.acc_seg: 85.8109, aux.loss_ce: 0.2187, aux.acc_seg: 79.9694, loss: 0.5872 +2024-03-05 23:09:37,065 - mmseg - INFO - Iter [31100/160000] lr: 2.774e-05, eta: 18:17:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3869, decode.acc_seg: 84.6616, aux.loss_ce: 0.2281, aux.acc_seg: 79.2264, loss: 0.6150 +2024-03-05 23:10:02,111 - mmseg - INFO - Iter [31150/160000] lr: 2.773e-05, eta: 18:17:30, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3614, decode.acc_seg: 85.4159, aux.loss_ce: 0.2141, aux.acc_seg: 80.3707, loss: 0.5755 +2024-03-05 23:10:26,875 - mmseg - INFO - Iter [31200/160000] lr: 2.772e-05, eta: 18:17:01, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3523, decode.acc_seg: 85.8407, aux.loss_ce: 0.2088, aux.acc_seg: 80.7233, loss: 0.5612 +2024-03-05 23:10:52,143 - mmseg - INFO - Iter [31250/160000] lr: 2.771e-05, eta: 18:16:34, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3670, decode.acc_seg: 85.1889, aux.loss_ce: 0.2194, aux.acc_seg: 79.1199, loss: 0.5864 +2024-03-05 23:11:17,309 - mmseg - INFO - Iter [31300/160000] lr: 2.770e-05, eta: 18:16:07, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3770, decode.acc_seg: 85.0336, aux.loss_ce: 0.2248, aux.acc_seg: 79.0734, loss: 0.6017 +2024-03-05 23:11:42,254 - mmseg - INFO - Iter [31350/160000] lr: 2.769e-05, eta: 18:15:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3569, decode.acc_seg: 85.7959, aux.loss_ce: 0.2112, aux.acc_seg: 80.7312, loss: 0.5680 +2024-03-05 23:12:07,192 - mmseg - INFO - Iter [31400/160000] lr: 2.768e-05, eta: 18:15:11, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3776, decode.acc_seg: 84.7569, aux.loss_ce: 0.2222, aux.acc_seg: 79.2874, loss: 0.5998 +2024-03-05 23:12:32,312 - mmseg - INFO - Iter [31450/160000] lr: 2.767e-05, eta: 18:14:44, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3920, decode.acc_seg: 84.9618, aux.loss_ce: 0.2227, aux.acc_seg: 79.5405, loss: 0.6147 +2024-03-05 23:12:57,216 - mmseg - INFO - Iter [31500/160000] lr: 2.766e-05, eta: 18:14:16, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3821, decode.acc_seg: 84.8621, aux.loss_ce: 0.2238, aux.acc_seg: 79.3159, loss: 0.6059 +2024-03-05 23:13:22,182 - mmseg - INFO - Iter [31550/160000] lr: 2.765e-05, eta: 18:13:48, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3685, decode.acc_seg: 85.1613, aux.loss_ce: 0.2216, aux.acc_seg: 79.3696, loss: 0.5901 +2024-03-05 23:13:50,053 - mmseg - INFO - Iter [31600/160000] lr: 2.764e-05, eta: 18:13:32, time: 0.557, data_time: 0.059, memory: 6292, decode.loss_ce: 0.3497, decode.acc_seg: 86.3349, aux.loss_ce: 0.2087, aux.acc_seg: 81.0485, loss: 0.5584 +2024-03-05 23:14:14,843 - mmseg - INFO - Iter [31650/160000] lr: 2.763e-05, eta: 18:13:03, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3426, decode.acc_seg: 85.9608, aux.loss_ce: 0.2090, aux.acc_seg: 80.2091, loss: 0.5516 +2024-03-05 23:14:39,819 - mmseg - INFO - Iter [31700/160000] lr: 2.761e-05, eta: 18:12:35, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3430, decode.acc_seg: 86.2437, aux.loss_ce: 0.2041, aux.acc_seg: 81.2566, loss: 0.5471 +2024-03-05 23:15:04,723 - mmseg - INFO - Iter [31750/160000] lr: 2.760e-05, eta: 18:12:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3694, decode.acc_seg: 85.2344, aux.loss_ce: 0.2205, aux.acc_seg: 79.3814, loss: 0.5900 +2024-03-05 23:15:29,697 - mmseg - INFO - Iter [31800/160000] lr: 2.759e-05, eta: 18:11:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3765, decode.acc_seg: 84.9900, aux.loss_ce: 0.2233, aux.acc_seg: 79.6004, loss: 0.5998 +2024-03-05 23:15:54,802 - mmseg - INFO - Iter [31850/160000] lr: 2.758e-05, eta: 18:11:12, time: 0.502, data_time: 0.012, memory: 6292, decode.loss_ce: 0.3732, decode.acc_seg: 85.2766, aux.loss_ce: 0.2189, aux.acc_seg: 80.0149, loss: 0.5921 +2024-03-05 23:16:19,613 - mmseg - INFO - Iter [31900/160000] lr: 2.757e-05, eta: 18:10:43, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3645, decode.acc_seg: 85.5765, aux.loss_ce: 0.2189, aux.acc_seg: 79.4925, loss: 0.5834 +2024-03-05 23:16:44,387 - mmseg - INFO - Iter [31950/160000] lr: 2.756e-05, eta: 18:10:15, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3712, decode.acc_seg: 85.5677, aux.loss_ce: 0.2199, aux.acc_seg: 80.2995, loss: 0.5910 +2024-03-05 23:17:09,489 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:17:09,489 - mmseg - INFO - Iter [32000/160000] lr: 2.755e-05, eta: 18:09:47, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3594, decode.acc_seg: 85.6324, aux.loss_ce: 0.2152, aux.acc_seg: 79.7150, loss: 0.5746 +2024-03-05 23:18:45,487 - mmseg - INFO - per class results: +2024-03-05 23:18:45,496 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 73.6 | 85.19 | +| building | 80.88 | 91.17 | +| sky | 93.97 | 97.04 | +| floor | 78.61 | 89.12 | +| tree | 71.86 | 88.22 | +| ceiling | 80.09 | 91.64 | +| road | 81.64 | 89.07 | +| bed | 86.37 | 94.25 | +| windowpane | 56.73 | 74.66 | +| grass | 59.01 | 66.18 | +| cabinet | 53.82 | 65.66 | +| sidewalk | 61.24 | 81.22 | +| person | 79.54 | 90.18 | +| earth | 29.72 | 43.57 | +| door | 39.84 | 58.29 | +| table | 54.31 | 71.19 | +| mountain | 56.43 | 68.4 | +| plant | 50.13 | 61.82 | +| curtain | 70.39 | 84.33 | +| chair | 52.91 | 66.97 | +| car | 81.56 | 90.67 | +| water | 47.22 | 63.28 | +| painting | 67.33 | 82.81 | +| sofa | 62.44 | 81.43 | +| shelf | 37.36 | 52.86 | +| house | 48.78 | 76.71 | +| sea | 49.18 | 74.67 | +| mirror | 55.21 | 67.92 | +| rug | 53.38 | 66.43 | +| field | 24.65 | 53.3 | +| armchair | 39.61 | 51.37 | +| seat | 60.22 | 82.2 | +| fence | 36.07 | 47.57 | +| desk | 40.38 | 51.13 | +| rock | 45.26 | 63.05 | +| wardrobe | 41.62 | 71.97 | +| lamp | 57.64 | 74.56 | +| bathtub | 68.03 | 78.68 | +| railing | 31.51 | 41.5 | +| cushion | 52.87 | 72.25 | +| base | 31.61 | 39.11 | +| box | 18.77 | 27.21 | +| column | 39.25 | 52.7 | +| signboard | 35.98 | 46.0 | +| chest of drawers | 36.5 | 56.1 | +| counter | 22.94 | 31.76 | +| sand | 33.39 | 39.44 | +| sink | 65.11 | 74.75 | +| skyscraper | 58.92 | 75.91 | +| fireplace | 66.89 | 90.92 | +| refrigerator | 66.76 | 87.61 | +| grandstand | 39.82 | 69.82 | +| path | 18.47 | 28.65 | +| stairs | 27.03 | 32.38 | +| runway | 62.43 | 89.51 | +| case | 43.75 | 61.88 | +| pool table | 90.65 | 97.76 | +| pillow | 50.21 | 56.85 | +| screen door | 63.58 | 73.49 | +| stairway | 32.39 | 40.2 | +| river | 10.36 | 26.93 | +| bridge | 60.11 | 67.69 | +| bookcase | 33.8 | 53.99 | +| blind | 29.3 | 32.89 | +| coffee table | 53.04 | 70.71 | +| toilet | 81.39 | 90.41 | +| flower | 35.48 | 44.68 | +| book | 48.12 | 66.84 | +| hill | 4.3 | 7.28 | +| bench | 41.12 | 47.11 | +| countertop | 52.52 | 72.65 | +| stove | 66.73 | 79.72 | +| palm | 44.29 | 69.05 | +| kitchen island | 26.73 | 59.08 | +| computer | 53.61 | 67.02 | +| swivel chair | 44.29 | 60.2 | +| boat | 59.83 | 83.32 | +| bar | 25.51 | 34.78 | +| arcade machine | 33.57 | 36.17 | +| hovel | 29.22 | 37.46 | +| bus | 79.94 | 93.09 | +| towel | 52.99 | 66.87 | +| light | 51.25 | 59.25 | +| truck | 21.26 | 28.75 | +| tower | 42.55 | 53.89 | +| chandelier | 62.83 | 79.96 | +| awning | 19.42 | 24.93 | +| streetlight | 19.02 | 23.38 | +| booth | 55.12 | 60.04 | +| television receiver | 61.1 | 76.95 | +| airplane | 50.48 | 62.56 | +| dirt track | 0.0 | 0.0 | +| apparel | 22.76 | 32.98 | +| pole | 11.59 | 14.02 | +| land | 0.36 | 0.61 | +| bannister | 11.37 | 15.04 | +| escalator | 30.44 | 36.23 | +| ottoman | 41.73 | 50.5 | +| bottle | 33.68 | 55.9 | +| buffet | 41.99 | 50.82 | +| poster | 16.32 | 26.09 | +| stage | 14.75 | 22.73 | +| van | 26.46 | 33.11 | +| ship | 76.59 | 88.9 | +| fountain | 9.5 | 9.88 | +| conveyer belt | 63.9 | 90.4 | +| canopy | 14.49 | 21.85 | +| washer | 68.67 | 71.23 | +| plaything | 14.8 | 19.78 | +| swimming pool | 54.16 | 76.89 | +| stool | 42.9 | 56.93 | +| barrel | 24.06 | 62.54 | +| basket | 29.43 | 38.83 | +| waterfall | 46.56 | 56.79 | +| tent | 93.06 | 98.37 | +| bag | 13.24 | 15.05 | +| minibike | 64.61 | 73.75 | +| cradle | 71.23 | 98.04 | +| oven | 24.67 | 46.23 | +| ball | 40.55 | 49.11 | +| food | 61.17 | 81.06 | +| step | 3.58 | 4.04 | +| tank | 31.09 | 35.64 | +| trade name | 24.49 | 29.12 | +| microwave | 52.26 | 60.88 | +| pot | 39.87 | 46.52 | +| animal | 67.05 | 71.21 | +| bicycle | 54.41 | 66.52 | +| lake | 55.62 | 64.4 | +| dishwasher | 55.15 | 71.22 | +| screen | 63.29 | 87.11 | +| blanket | 2.56 | 3.14 | +| sculpture | 42.04 | 50.97 | +| hood | 50.06 | 63.35 | +| sconce | 29.39 | 34.04 | +| vase | 34.93 | 48.01 | +| traffic light | 23.14 | 51.42 | +| tray | 2.61 | 2.99 | +| ashcan | 29.23 | 40.85 | +| fan | 51.88 | 64.28 | +| pier | 17.18 | 17.93 | +| crt screen | 4.33 | 13.06 | +| plate | 47.08 | 60.14 | +| monitor | 11.04 | 13.38 | +| bulletin board | 40.45 | 57.52 | +| shower | 0.0 | 0.0 | +| radiator | 52.85 | 59.66 | +| glass | 10.98 | 12.11 | +| clock | 24.85 | 28.24 | +| flag | 37.85 | 41.22 | ++---------------------+-------+-------+ +2024-03-05 23:18:45,496 - mmseg - INFO - Summary: +2024-03-05 23:18:45,496 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 80.39 | 43.93 | 56.03 | ++-------+-------+-------+ +2024-03-05 23:18:45,507 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:18:45,508 - mmseg - INFO - Iter(val) [500] aAcc: 0.8039, mIoU: 0.4393, mAcc: 0.5603, IoU.wall: 0.7360, IoU.building: 0.8088, IoU.sky: 0.9397, IoU.floor: 0.7861, IoU.tree: 0.7186, IoU.ceiling: 0.8009, IoU.road: 0.8164, IoU.bed : 0.8637, IoU.windowpane: 0.5673, IoU.grass: 0.5901, IoU.cabinet: 0.5382, IoU.sidewalk: 0.6124, IoU.person: 0.7954, IoU.earth: 0.2972, IoU.door: 0.3984, IoU.table: 0.5431, IoU.mountain: 0.5643, IoU.plant: 0.5013, IoU.curtain: 0.7039, IoU.chair: 0.5291, IoU.car: 0.8156, IoU.water: 0.4722, IoU.painting: 0.6733, IoU.sofa: 0.6244, IoU.shelf: 0.3736, IoU.house: 0.4878, IoU.sea: 0.4918, IoU.mirror: 0.5521, IoU.rug: 0.5338, IoU.field: 0.2465, IoU.armchair: 0.3961, IoU.seat: 0.6022, IoU.fence: 0.3607, IoU.desk: 0.4038, IoU.rock: 0.4526, IoU.wardrobe: 0.4162, IoU.lamp: 0.5764, IoU.bathtub: 0.6803, IoU.railing: 0.3151, IoU.cushion: 0.5287, IoU.base: 0.3161, IoU.box: 0.1877, IoU.column: 0.3925, IoU.signboard: 0.3598, IoU.chest of drawers: 0.3650, IoU.counter: 0.2294, IoU.sand: 0.3339, IoU.sink: 0.6511, IoU.skyscraper: 0.5892, IoU.fireplace: 0.6689, IoU.refrigerator: 0.6676, IoU.grandstand: 0.3982, IoU.path: 0.1847, IoU.stairs: 0.2703, IoU.runway: 0.6243, IoU.case: 0.4375, IoU.pool table: 0.9065, IoU.pillow: 0.5021, IoU.screen door: 0.6358, IoU.stairway: 0.3239, IoU.river: 0.1036, IoU.bridge: 0.6011, IoU.bookcase: 0.3380, IoU.blind: 0.2930, IoU.coffee table: 0.5304, IoU.toilet: 0.8139, IoU.flower: 0.3548, IoU.book: 0.4812, IoU.hill: 0.0430, IoU.bench: 0.4112, IoU.countertop: 0.5252, IoU.stove: 0.6673, IoU.palm: 0.4429, IoU.kitchen island: 0.2673, IoU.computer: 0.5361, IoU.swivel chair: 0.4429, IoU.boat: 0.5983, IoU.bar: 0.2551, IoU.arcade machine: 0.3357, IoU.hovel: 0.2922, IoU.bus: 0.7994, IoU.towel: 0.5299, IoU.light: 0.5125, IoU.truck: 0.2126, IoU.tower: 0.4255, IoU.chandelier: 0.6283, IoU.awning: 0.1942, IoU.streetlight: 0.1902, IoU.booth: 0.5512, IoU.television receiver: 0.6110, IoU.airplane: 0.5048, IoU.dirt track: 0.0000, IoU.apparel: 0.2276, IoU.pole: 0.1159, IoU.land: 0.0036, IoU.bannister: 0.1137, IoU.escalator: 0.3044, IoU.ottoman: 0.4173, IoU.bottle: 0.3368, IoU.buffet: 0.4199, IoU.poster: 0.1632, IoU.stage: 0.1475, IoU.van: 0.2646, IoU.ship: 0.7659, IoU.fountain: 0.0950, IoU.conveyer belt: 0.6390, IoU.canopy: 0.1449, IoU.washer: 0.6867, IoU.plaything: 0.1480, IoU.swimming pool: 0.5416, IoU.stool: 0.4290, IoU.barrel: 0.2406, IoU.basket: 0.2943, IoU.waterfall: 0.4656, IoU.tent: 0.9306, IoU.bag: 0.1324, IoU.minibike: 0.6461, IoU.cradle: 0.7123, IoU.oven: 0.2467, IoU.ball: 0.4055, IoU.food: 0.6117, IoU.step: 0.0358, IoU.tank: 0.3109, IoU.trade name: 0.2449, IoU.microwave: 0.5226, IoU.pot: 0.3987, IoU.animal: 0.6705, IoU.bicycle: 0.5441, IoU.lake: 0.5562, IoU.dishwasher: 0.5515, IoU.screen: 0.6329, IoU.blanket: 0.0256, IoU.sculpture: 0.4204, IoU.hood: 0.5006, IoU.sconce: 0.2939, IoU.vase: 0.3493, IoU.traffic light: 0.2314, IoU.tray: 0.0261, IoU.ashcan: 0.2923, IoU.fan: 0.5188, IoU.pier: 0.1718, IoU.crt screen: 0.0433, IoU.plate: 0.4708, IoU.monitor: 0.1104, IoU.bulletin board: 0.4045, IoU.shower: 0.0000, IoU.radiator: 0.5285, IoU.glass: 0.1098, IoU.clock: 0.2485, IoU.flag: 0.3785, Acc.wall: 0.8519, Acc.building: 0.9117, Acc.sky: 0.9704, Acc.floor: 0.8912, Acc.tree: 0.8822, Acc.ceiling: 0.9164, Acc.road: 0.8907, Acc.bed : 0.9425, Acc.windowpane: 0.7466, Acc.grass: 0.6618, Acc.cabinet: 0.6566, Acc.sidewalk: 0.8122, Acc.person: 0.9018, Acc.earth: 0.4357, Acc.door: 0.5829, Acc.table: 0.7119, Acc.mountain: 0.6840, Acc.plant: 0.6182, Acc.curtain: 0.8433, Acc.chair: 0.6697, Acc.car: 0.9067, Acc.water: 0.6328, Acc.painting: 0.8281, Acc.sofa: 0.8143, Acc.shelf: 0.5286, Acc.house: 0.7671, Acc.sea: 0.7467, Acc.mirror: 0.6792, Acc.rug: 0.6643, Acc.field: 0.5330, Acc.armchair: 0.5137, Acc.seat: 0.8220, Acc.fence: 0.4757, Acc.desk: 0.5113, Acc.rock: 0.6305, Acc.wardrobe: 0.7197, Acc.lamp: 0.7456, Acc.bathtub: 0.7868, Acc.railing: 0.4150, Acc.cushion: 0.7225, Acc.base: 0.3911, Acc.box: 0.2721, Acc.column: 0.5270, Acc.signboard: 0.4600, Acc.chest of drawers: 0.5610, Acc.counter: 0.3176, Acc.sand: 0.3944, Acc.sink: 0.7475, Acc.skyscraper: 0.7591, Acc.fireplace: 0.9092, Acc.refrigerator: 0.8761, Acc.grandstand: 0.6982, Acc.path: 0.2865, Acc.stairs: 0.3238, Acc.runway: 0.8951, Acc.case: 0.6188, Acc.pool table: 0.9776, Acc.pillow: 0.5685, Acc.screen door: 0.7349, Acc.stairway: 0.4020, Acc.river: 0.2693, Acc.bridge: 0.6769, Acc.bookcase: 0.5399, Acc.blind: 0.3289, Acc.coffee table: 0.7071, Acc.toilet: 0.9041, Acc.flower: 0.4468, Acc.book: 0.6684, Acc.hill: 0.0728, Acc.bench: 0.4711, Acc.countertop: 0.7265, Acc.stove: 0.7972, Acc.palm: 0.6905, Acc.kitchen island: 0.5908, Acc.computer: 0.6702, Acc.swivel chair: 0.6020, Acc.boat: 0.8332, Acc.bar: 0.3478, Acc.arcade machine: 0.3617, Acc.hovel: 0.3746, Acc.bus: 0.9309, Acc.towel: 0.6687, Acc.light: 0.5925, Acc.truck: 0.2875, Acc.tower: 0.5389, Acc.chandelier: 0.7996, Acc.awning: 0.2493, Acc.streetlight: 0.2338, Acc.booth: 0.6004, Acc.television receiver: 0.7695, Acc.airplane: 0.6256, Acc.dirt track: 0.0000, Acc.apparel: 0.3298, Acc.pole: 0.1402, Acc.land: 0.0061, Acc.bannister: 0.1504, Acc.escalator: 0.3623, Acc.ottoman: 0.5050, Acc.bottle: 0.5590, Acc.buffet: 0.5082, Acc.poster: 0.2609, Acc.stage: 0.2273, Acc.van: 0.3311, Acc.ship: 0.8890, Acc.fountain: 0.0988, Acc.conveyer belt: 0.9040, Acc.canopy: 0.2185, Acc.washer: 0.7123, Acc.plaything: 0.1978, Acc.swimming pool: 0.7689, Acc.stool: 0.5693, Acc.barrel: 0.6254, Acc.basket: 0.3883, Acc.waterfall: 0.5679, Acc.tent: 0.9837, Acc.bag: 0.1505, Acc.minibike: 0.7375, Acc.cradle: 0.9804, Acc.oven: 0.4623, Acc.ball: 0.4911, Acc.food: 0.8106, Acc.step: 0.0404, Acc.tank: 0.3564, Acc.trade name: 0.2912, Acc.microwave: 0.6088, Acc.pot: 0.4652, Acc.animal: 0.7121, Acc.bicycle: 0.6652, Acc.lake: 0.6440, Acc.dishwasher: 0.7122, Acc.screen: 0.8711, Acc.blanket: 0.0314, Acc.sculpture: 0.5097, Acc.hood: 0.6335, Acc.sconce: 0.3404, Acc.vase: 0.4801, Acc.traffic light: 0.5142, Acc.tray: 0.0299, Acc.ashcan: 0.4085, Acc.fan: 0.6428, Acc.pier: 0.1793, Acc.crt screen: 0.1306, Acc.plate: 0.6014, Acc.monitor: 0.1338, Acc.bulletin board: 0.5752, Acc.shower: 0.0000, Acc.radiator: 0.5966, Acc.glass: 0.1211, Acc.clock: 0.2824, Acc.flag: 0.4122 +2024-03-05 23:19:10,328 - mmseg - INFO - Iter [32050/160000] lr: 2.754e-05, eta: 18:15:42, time: 2.417, data_time: 1.928, memory: 6292, decode.loss_ce: 0.3461, decode.acc_seg: 86.4076, aux.loss_ce: 0.2075, aux.acc_seg: 80.8998, loss: 0.5536 +2024-03-05 23:19:35,197 - mmseg - INFO - Iter [32100/160000] lr: 2.753e-05, eta: 18:15:13, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3582, decode.acc_seg: 85.7621, aux.loss_ce: 0.2191, aux.acc_seg: 79.9938, loss: 0.5773 +2024-03-05 23:20:00,057 - mmseg - INFO - Iter [32150/160000] lr: 2.752e-05, eta: 18:14:44, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3474, decode.acc_seg: 86.0481, aux.loss_ce: 0.2092, aux.acc_seg: 80.8661, loss: 0.5566 +2024-03-05 23:20:24,839 - mmseg - INFO - Iter [32200/160000] lr: 2.751e-05, eta: 18:14:15, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3666, decode.acc_seg: 85.3514, aux.loss_ce: 0.2213, aux.acc_seg: 79.4363, loss: 0.5878 +2024-03-05 23:20:49,753 - mmseg - INFO - Iter [32250/160000] lr: 2.750e-05, eta: 18:13:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3495, decode.acc_seg: 86.1814, aux.loss_ce: 0.2117, aux.acc_seg: 80.6098, loss: 0.5612 +2024-03-05 23:21:14,701 - mmseg - INFO - Iter [32300/160000] lr: 2.749e-05, eta: 18:13:18, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3603, decode.acc_seg: 86.1187, aux.loss_ce: 0.2086, aux.acc_seg: 80.9386, loss: 0.5689 +2024-03-05 23:21:39,705 - mmseg - INFO - Iter [32350/160000] lr: 2.747e-05, eta: 18:12:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3657, decode.acc_seg: 85.5209, aux.loss_ce: 0.2152, aux.acc_seg: 80.1211, loss: 0.5809 +2024-03-05 23:22:04,664 - mmseg - INFO - Iter [32400/160000] lr: 2.746e-05, eta: 18:12:21, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3730, decode.acc_seg: 85.3155, aux.loss_ce: 0.2167, aux.acc_seg: 80.4075, loss: 0.5898 +2024-03-05 23:22:29,388 - mmseg - INFO - Iter [32450/160000] lr: 2.745e-05, eta: 18:11:51, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3437, decode.acc_seg: 86.2331, aux.loss_ce: 0.2016, aux.acc_seg: 81.1553, loss: 0.5453 +2024-03-05 23:22:54,537 - mmseg - INFO - Iter [32500/160000] lr: 2.744e-05, eta: 18:11:24, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3687, decode.acc_seg: 85.1886, aux.loss_ce: 0.2119, aux.acc_seg: 80.1720, loss: 0.5806 +2024-03-05 23:23:19,477 - mmseg - INFO - Iter [32550/160000] lr: 2.743e-05, eta: 18:10:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3488, decode.acc_seg: 86.2781, aux.loss_ce: 0.2087, aux.acc_seg: 81.0909, loss: 0.5575 +2024-03-05 23:23:44,406 - mmseg - INFO - Iter [32600/160000] lr: 2.742e-05, eta: 18:10:26, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3614, decode.acc_seg: 85.7843, aux.loss_ce: 0.2091, aux.acc_seg: 80.7299, loss: 0.5705 +2024-03-05 23:24:09,496 - mmseg - INFO - Iter [32650/160000] lr: 2.741e-05, eta: 18:09:58, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.3570, decode.acc_seg: 85.4329, aux.loss_ce: 0.2115, aux.acc_seg: 79.9477, loss: 0.5685 +2024-03-05 23:24:34,518 - mmseg - INFO - Iter [32700/160000] lr: 2.740e-05, eta: 18:09:30, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.4015, decode.acc_seg: 84.3303, aux.loss_ce: 0.2373, aux.acc_seg: 78.1063, loss: 0.6388 +2024-03-05 23:24:59,495 - mmseg - INFO - Iter [32750/160000] lr: 2.739e-05, eta: 18:09:02, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3639, decode.acc_seg: 85.0934, aux.loss_ce: 0.2148, aux.acc_seg: 79.5615, loss: 0.5788 +2024-03-05 23:25:24,361 - mmseg - INFO - Iter [32800/160000] lr: 2.738e-05, eta: 18:08:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3377, decode.acc_seg: 86.5149, aux.loss_ce: 0.2001, aux.acc_seg: 81.3604, loss: 0.5378 +2024-03-05 23:25:52,409 - mmseg - INFO - Iter [32850/160000] lr: 2.737e-05, eta: 18:08:17, time: 0.561, data_time: 0.061, memory: 6292, decode.loss_ce: 0.3649, decode.acc_seg: 85.6948, aux.loss_ce: 0.2169, aux.acc_seg: 80.3536, loss: 0.5818 +2024-03-05 23:26:17,363 - mmseg - INFO - Iter [32900/160000] lr: 2.736e-05, eta: 18:07:48, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3317, decode.acc_seg: 86.7096, aux.loss_ce: 0.2077, aux.acc_seg: 80.8197, loss: 0.5394 +2024-03-05 23:26:42,303 - mmseg - INFO - Iter [32950/160000] lr: 2.735e-05, eta: 18:07:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3562, decode.acc_seg: 85.7496, aux.loss_ce: 0.2090, aux.acc_seg: 80.2147, loss: 0.5652 +2024-03-05 23:27:07,285 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:27:07,286 - mmseg - INFO - Iter [33000/160000] lr: 2.733e-05, eta: 18:06:51, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3552, decode.acc_seg: 85.6451, aux.loss_ce: 0.2039, aux.acc_seg: 80.9580, loss: 0.5591 +2024-03-05 23:27:32,150 - mmseg - INFO - Iter [33050/160000] lr: 2.732e-05, eta: 18:06:22, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3420, decode.acc_seg: 86.4340, aux.loss_ce: 0.2008, aux.acc_seg: 81.3731, loss: 0.5428 +2024-03-05 23:27:56,918 - mmseg - INFO - Iter [33100/160000] lr: 2.731e-05, eta: 18:05:53, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3644, decode.acc_seg: 85.7753, aux.loss_ce: 0.2087, aux.acc_seg: 80.9906, loss: 0.5731 +2024-03-05 23:28:21,673 - mmseg - INFO - Iter [33150/160000] lr: 2.730e-05, eta: 18:05:24, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3531, decode.acc_seg: 85.6735, aux.loss_ce: 0.2168, aux.acc_seg: 79.7572, loss: 0.5699 +2024-03-05 23:28:46,493 - mmseg - INFO - Iter [33200/160000] lr: 2.729e-05, eta: 18:04:55, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3597, decode.acc_seg: 86.1541, aux.loss_ce: 0.2095, aux.acc_seg: 81.0043, loss: 0.5691 +2024-03-05 23:29:11,491 - mmseg - INFO - Iter [33250/160000] lr: 2.728e-05, eta: 18:04:27, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3641, decode.acc_seg: 85.7057, aux.loss_ce: 0.2228, aux.acc_seg: 79.8086, loss: 0.5869 +2024-03-05 23:29:36,451 - mmseg - INFO - Iter [33300/160000] lr: 2.727e-05, eta: 18:03:59, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3525, decode.acc_seg: 86.0211, aux.loss_ce: 0.2050, aux.acc_seg: 81.0066, loss: 0.5575 +2024-03-05 23:30:01,480 - mmseg - INFO - Iter [33350/160000] lr: 2.726e-05, eta: 18:03:31, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3562, decode.acc_seg: 85.7690, aux.loss_ce: 0.2162, aux.acc_seg: 80.0684, loss: 0.5723 +2024-03-05 23:30:26,391 - mmseg - INFO - Iter [33400/160000] lr: 2.725e-05, eta: 18:03:02, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3512, decode.acc_seg: 85.9380, aux.loss_ce: 0.2157, aux.acc_seg: 79.7579, loss: 0.5669 +2024-03-05 23:30:51,324 - mmseg - INFO - Iter [33450/160000] lr: 2.724e-05, eta: 18:02:34, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3744, decode.acc_seg: 85.3085, aux.loss_ce: 0.2207, aux.acc_seg: 79.7963, loss: 0.5951 +2024-03-05 23:31:16,200 - mmseg - INFO - Iter [33500/160000] lr: 2.723e-05, eta: 18:02:05, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3746, decode.acc_seg: 85.4335, aux.loss_ce: 0.2195, aux.acc_seg: 79.5574, loss: 0.5941 +2024-03-05 23:31:41,242 - mmseg - INFO - Iter [33550/160000] lr: 2.722e-05, eta: 18:01:37, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3599, decode.acc_seg: 85.8974, aux.loss_ce: 0.2128, aux.acc_seg: 80.5549, loss: 0.5727 +2024-03-05 23:32:05,994 - mmseg - INFO - Iter [33600/160000] lr: 2.721e-05, eta: 18:01:08, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3530, decode.acc_seg: 86.3040, aux.loss_ce: 0.2143, aux.acc_seg: 80.3889, loss: 0.5673 +2024-03-05 23:32:31,018 - mmseg - INFO - Iter [33650/160000] lr: 2.719e-05, eta: 18:00:40, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3773, decode.acc_seg: 85.0548, aux.loss_ce: 0.2246, aux.acc_seg: 79.2717, loss: 0.6019 +2024-03-05 23:32:55,849 - mmseg - INFO - Iter [33700/160000] lr: 2.718e-05, eta: 18:00:11, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3553, decode.acc_seg: 85.8876, aux.loss_ce: 0.2109, aux.acc_seg: 80.6890, loss: 0.5662 +2024-03-05 23:33:20,716 - mmseg - INFO - Iter [33750/160000] lr: 2.717e-05, eta: 17:59:42, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3446, decode.acc_seg: 85.9754, aux.loss_ce: 0.2132, aux.acc_seg: 80.1937, loss: 0.5577 +2024-03-05 23:33:45,684 - mmseg - INFO - Iter [33800/160000] lr: 2.716e-05, eta: 17:59:14, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3466, decode.acc_seg: 86.5019, aux.loss_ce: 0.2074, aux.acc_seg: 80.8604, loss: 0.5539 +2024-03-05 23:34:10,448 - mmseg - INFO - Iter [33850/160000] lr: 2.715e-05, eta: 17:58:45, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3614, decode.acc_seg: 85.7812, aux.loss_ce: 0.2192, aux.acc_seg: 79.7102, loss: 0.5806 +2024-03-05 23:34:35,349 - mmseg - INFO - Iter [33900/160000] lr: 2.714e-05, eta: 17:58:17, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3531, decode.acc_seg: 86.2964, aux.loss_ce: 0.2074, aux.acc_seg: 80.9077, loss: 0.5605 +2024-03-05 23:35:00,283 - mmseg - INFO - Iter [33950/160000] lr: 2.713e-05, eta: 17:57:48, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3736, decode.acc_seg: 85.5509, aux.loss_ce: 0.2224, aux.acc_seg: 80.0253, loss: 0.5960 +2024-03-05 23:35:25,470 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:35:25,470 - mmseg - INFO - Iter [34000/160000] lr: 2.712e-05, eta: 17:57:21, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3643, decode.acc_seg: 85.3554, aux.loss_ce: 0.2117, aux.acc_seg: 80.2201, loss: 0.5759 +2024-03-05 23:35:50,586 - mmseg - INFO - Iter [34050/160000] lr: 2.711e-05, eta: 17:56:53, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3609, decode.acc_seg: 85.4490, aux.loss_ce: 0.2115, aux.acc_seg: 79.9952, loss: 0.5724 +2024-03-05 23:36:15,421 - mmseg - INFO - Iter [34100/160000] lr: 2.710e-05, eta: 17:56:25, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3538, decode.acc_seg: 86.4032, aux.loss_ce: 0.2004, aux.acc_seg: 81.9956, loss: 0.5542 +2024-03-05 23:36:43,429 - mmseg - INFO - Iter [34150/160000] lr: 2.709e-05, eta: 17:56:08, time: 0.560, data_time: 0.069, memory: 6292, decode.loss_ce: 0.3454, decode.acc_seg: 86.1041, aux.loss_ce: 0.2055, aux.acc_seg: 80.8734, loss: 0.5509 +2024-03-05 23:37:08,379 - mmseg - INFO - Iter [34200/160000] lr: 2.708e-05, eta: 17:55:40, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3420, decode.acc_seg: 86.4131, aux.loss_ce: 0.2064, aux.acc_seg: 80.7515, loss: 0.5485 +2024-03-05 23:37:33,367 - mmseg - INFO - Iter [34250/160000] lr: 2.707e-05, eta: 17:55:11, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3379, decode.acc_seg: 86.4533, aux.loss_ce: 0.2069, aux.acc_seg: 80.6982, loss: 0.5448 +2024-03-05 23:37:58,294 - mmseg - INFO - Iter [34300/160000] lr: 2.706e-05, eta: 17:54:43, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3419, decode.acc_seg: 86.2007, aux.loss_ce: 0.2050, aux.acc_seg: 81.1108, loss: 0.5468 +2024-03-05 23:38:23,229 - mmseg - INFO - Iter [34350/160000] lr: 2.704e-05, eta: 17:54:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3201, decode.acc_seg: 87.1301, aux.loss_ce: 0.1956, aux.acc_seg: 81.8441, loss: 0.5158 +2024-03-05 23:38:48,138 - mmseg - INFO - Iter [34400/160000] lr: 2.703e-05, eta: 17:53:47, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3369, decode.acc_seg: 86.6163, aux.loss_ce: 0.2076, aux.acc_seg: 81.0765, loss: 0.5445 +2024-03-05 23:39:12,890 - mmseg - INFO - Iter [34450/160000] lr: 2.702e-05, eta: 17:53:18, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3379, decode.acc_seg: 86.4692, aux.loss_ce: 0.2089, aux.acc_seg: 80.6121, loss: 0.5468 +2024-03-05 23:39:37,967 - mmseg - INFO - Iter [34500/160000] lr: 2.701e-05, eta: 17:52:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3462, decode.acc_seg: 86.4008, aux.loss_ce: 0.2076, aux.acc_seg: 80.7230, loss: 0.5538 +2024-03-05 23:40:02,827 - mmseg - INFO - Iter [34550/160000] lr: 2.700e-05, eta: 17:52:21, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3314, decode.acc_seg: 86.8008, aux.loss_ce: 0.2003, aux.acc_seg: 81.2640, loss: 0.5317 +2024-03-05 23:40:27,802 - mmseg - INFO - Iter [34600/160000] lr: 2.699e-05, eta: 17:51:53, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3558, decode.acc_seg: 85.8276, aux.loss_ce: 0.2115, aux.acc_seg: 80.1021, loss: 0.5673 +2024-03-05 23:40:52,830 - mmseg - INFO - Iter [34650/160000] lr: 2.698e-05, eta: 17:51:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3661, decode.acc_seg: 85.6942, aux.loss_ce: 0.2229, aux.acc_seg: 79.9438, loss: 0.5890 +2024-03-05 23:41:17,808 - mmseg - INFO - Iter [34700/160000] lr: 2.697e-05, eta: 17:50:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3803, decode.acc_seg: 85.0302, aux.loss_ce: 0.2192, aux.acc_seg: 79.6789, loss: 0.5994 +2024-03-05 23:41:42,773 - mmseg - INFO - Iter [34750/160000] lr: 2.696e-05, eta: 17:50:29, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3531, decode.acc_seg: 86.1015, aux.loss_ce: 0.2160, aux.acc_seg: 79.9669, loss: 0.5691 +2024-03-05 23:42:07,743 - mmseg - INFO - Iter [34800/160000] lr: 2.695e-05, eta: 17:50:01, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3589, decode.acc_seg: 85.8192, aux.loss_ce: 0.2097, aux.acc_seg: 80.5002, loss: 0.5685 +2024-03-05 23:42:32,532 - mmseg - INFO - Iter [34850/160000] lr: 2.694e-05, eta: 17:49:33, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3262, decode.acc_seg: 86.9977, aux.loss_ce: 0.1972, aux.acc_seg: 81.6213, loss: 0.5234 +2024-03-05 23:42:57,302 - mmseg - INFO - Iter [34900/160000] lr: 2.693e-05, eta: 17:49:04, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3676, decode.acc_seg: 85.2364, aux.loss_ce: 0.2222, aux.acc_seg: 79.4328, loss: 0.5898 +2024-03-05 23:43:22,220 - mmseg - INFO - Iter [34950/160000] lr: 2.692e-05, eta: 17:48:36, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3501, decode.acc_seg: 86.1139, aux.loss_ce: 0.2096, aux.acc_seg: 80.8669, loss: 0.5597 +2024-03-05 23:43:47,042 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:43:47,043 - mmseg - INFO - Iter [35000/160000] lr: 2.690e-05, eta: 17:48:07, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3514, decode.acc_seg: 86.0651, aux.loss_ce: 0.2110, aux.acc_seg: 80.7822, loss: 0.5624 +2024-03-05 23:44:12,028 - mmseg - INFO - Iter [35050/160000] lr: 2.689e-05, eta: 17:47:39, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3494, decode.acc_seg: 86.0086, aux.loss_ce: 0.2140, aux.acc_seg: 80.3480, loss: 0.5634 +2024-03-05 23:44:36,997 - mmseg - INFO - Iter [35100/160000] lr: 2.688e-05, eta: 17:47:11, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3357, decode.acc_seg: 86.5330, aux.loss_ce: 0.2009, aux.acc_seg: 81.3757, loss: 0.5367 +2024-03-05 23:45:01,714 - mmseg - INFO - Iter [35150/160000] lr: 2.687e-05, eta: 17:46:42, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3462, decode.acc_seg: 86.0983, aux.loss_ce: 0.2070, aux.acc_seg: 80.7352, loss: 0.5532 +2024-03-05 23:45:26,696 - mmseg - INFO - Iter [35200/160000] lr: 2.686e-05, eta: 17:46:14, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3611, decode.acc_seg: 85.8250, aux.loss_ce: 0.2162, aux.acc_seg: 80.6264, loss: 0.5774 +2024-03-05 23:45:51,601 - mmseg - INFO - Iter [35250/160000] lr: 2.685e-05, eta: 17:45:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3578, decode.acc_seg: 85.5761, aux.loss_ce: 0.2066, aux.acc_seg: 80.1624, loss: 0.5644 +2024-03-05 23:46:16,529 - mmseg - INFO - Iter [35300/160000] lr: 2.684e-05, eta: 17:45:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3430, decode.acc_seg: 86.1275, aux.loss_ce: 0.1984, aux.acc_seg: 81.2675, loss: 0.5414 +2024-03-05 23:46:41,436 - mmseg - INFO - Iter [35350/160000] lr: 2.683e-05, eta: 17:44:50, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3504, decode.acc_seg: 85.9534, aux.loss_ce: 0.2153, aux.acc_seg: 79.8721, loss: 0.5656 +2024-03-05 23:47:09,578 - mmseg - INFO - Iter [35400/160000] lr: 2.682e-05, eta: 17:44:33, time: 0.563, data_time: 0.065, memory: 6292, decode.loss_ce: 0.3459, decode.acc_seg: 86.2708, aux.loss_ce: 0.2154, aux.acc_seg: 80.3789, loss: 0.5613 +2024-03-05 23:47:34,402 - mmseg - INFO - Iter [35450/160000] lr: 2.681e-05, eta: 17:44:05, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3292, decode.acc_seg: 86.7672, aux.loss_ce: 0.1990, aux.acc_seg: 81.1622, loss: 0.5282 +2024-03-05 23:47:59,381 - mmseg - INFO - Iter [35500/160000] lr: 2.680e-05, eta: 17:43:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3256, decode.acc_seg: 87.2715, aux.loss_ce: 0.2027, aux.acc_seg: 81.0911, loss: 0.5282 +2024-03-05 23:48:24,268 - mmseg - INFO - Iter [35550/160000] lr: 2.679e-05, eta: 17:43:08, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3334, decode.acc_seg: 86.5048, aux.loss_ce: 0.1962, aux.acc_seg: 81.3340, loss: 0.5297 +2024-03-05 23:48:49,214 - mmseg - INFO - Iter [35600/160000] lr: 2.678e-05, eta: 17:42:40, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3354, decode.acc_seg: 86.7775, aux.loss_ce: 0.1952, aux.acc_seg: 82.1590, loss: 0.5306 +2024-03-05 23:49:14,206 - mmseg - INFO - Iter [35650/160000] lr: 2.676e-05, eta: 17:42:13, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3277, decode.acc_seg: 87.1505, aux.loss_ce: 0.1986, aux.acc_seg: 81.5497, loss: 0.5263 +2024-03-05 23:49:39,326 - mmseg - INFO - Iter [35700/160000] lr: 2.675e-05, eta: 17:41:45, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3475, decode.acc_seg: 85.8242, aux.loss_ce: 0.2089, aux.acc_seg: 80.3515, loss: 0.5564 +2024-03-05 23:50:04,248 - mmseg - INFO - Iter [35750/160000] lr: 2.674e-05, eta: 17:41:17, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3578, decode.acc_seg: 85.5528, aux.loss_ce: 0.2187, aux.acc_seg: 79.3557, loss: 0.5765 +2024-03-05 23:50:29,214 - mmseg - INFO - Iter [35800/160000] lr: 2.673e-05, eta: 17:40:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3307, decode.acc_seg: 87.1393, aux.loss_ce: 0.2077, aux.acc_seg: 81.1265, loss: 0.5383 +2024-03-05 23:50:53,955 - mmseg - INFO - Iter [35850/160000] lr: 2.672e-05, eta: 17:40:21, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3483, decode.acc_seg: 86.6035, aux.loss_ce: 0.2163, aux.acc_seg: 80.2865, loss: 0.5646 +2024-03-05 23:51:18,805 - mmseg - INFO - Iter [35900/160000] lr: 2.671e-05, eta: 17:39:52, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3434, decode.acc_seg: 86.3817, aux.loss_ce: 0.1982, aux.acc_seg: 81.3553, loss: 0.5416 +2024-03-05 23:51:43,696 - mmseg - INFO - Iter [35950/160000] lr: 2.670e-05, eta: 17:39:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3465, decode.acc_seg: 86.0011, aux.loss_ce: 0.2072, aux.acc_seg: 80.8708, loss: 0.5537 +2024-03-05 23:52:08,726 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-05 23:52:08,727 - mmseg - INFO - Iter [36000/160000] lr: 2.669e-05, eta: 17:38:56, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3272, decode.acc_seg: 86.5827, aux.loss_ce: 0.2001, aux.acc_seg: 80.8667, loss: 0.5273 +2024-03-05 23:52:33,860 - mmseg - INFO - Iter [36050/160000] lr: 2.668e-05, eta: 17:38:29, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3544, decode.acc_seg: 86.1468, aux.loss_ce: 0.2144, aux.acc_seg: 80.1997, loss: 0.5689 +2024-03-05 23:52:58,713 - mmseg - INFO - Iter [36100/160000] lr: 2.667e-05, eta: 17:38:01, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3457, decode.acc_seg: 86.2678, aux.loss_ce: 0.2082, aux.acc_seg: 80.4855, loss: 0.5539 +2024-03-05 23:53:23,484 - mmseg - INFO - Iter [36150/160000] lr: 2.666e-05, eta: 17:37:32, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3535, decode.acc_seg: 86.0409, aux.loss_ce: 0.2159, aux.acc_seg: 80.3716, loss: 0.5695 +2024-03-05 23:53:48,324 - mmseg - INFO - Iter [36200/160000] lr: 2.665e-05, eta: 17:37:04, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3533, decode.acc_seg: 86.0156, aux.loss_ce: 0.2141, aux.acc_seg: 80.3858, loss: 0.5674 +2024-03-05 23:54:13,271 - mmseg - INFO - Iter [36250/160000] lr: 2.664e-05, eta: 17:36:36, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3541, decode.acc_seg: 86.1261, aux.loss_ce: 0.2107, aux.acc_seg: 80.9585, loss: 0.5648 +2024-03-05 23:54:38,306 - mmseg - INFO - Iter [36300/160000] lr: 2.662e-05, eta: 17:36:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3415, decode.acc_seg: 86.2394, aux.loss_ce: 0.2065, aux.acc_seg: 80.7058, loss: 0.5481 +2024-03-05 23:55:03,119 - mmseg - INFO - Iter [36350/160000] lr: 2.661e-05, eta: 17:35:40, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3523, decode.acc_seg: 86.0454, aux.loss_ce: 0.2110, aux.acc_seg: 80.3358, loss: 0.5633 +2024-03-05 23:55:28,077 - mmseg - INFO - Iter [36400/160000] lr: 2.660e-05, eta: 17:35:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3430, decode.acc_seg: 86.3444, aux.loss_ce: 0.2028, aux.acc_seg: 80.7488, loss: 0.5458 +2024-03-05 23:55:52,908 - mmseg - INFO - Iter [36450/160000] lr: 2.659e-05, eta: 17:34:44, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3730, decode.acc_seg: 85.4677, aux.loss_ce: 0.2207, aux.acc_seg: 79.7955, loss: 0.5937 +2024-03-05 23:56:17,947 - mmseg - INFO - Iter [36500/160000] lr: 2.658e-05, eta: 17:34:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3555, decode.acc_seg: 85.7835, aux.loss_ce: 0.2117, aux.acc_seg: 80.2976, loss: 0.5671 +2024-03-05 23:56:42,650 - mmseg - INFO - Iter [36550/160000] lr: 2.657e-05, eta: 17:33:48, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3554, decode.acc_seg: 85.8726, aux.loss_ce: 0.2171, aux.acc_seg: 79.8981, loss: 0.5725 +2024-03-05 23:57:07,493 - mmseg - INFO - Iter [36600/160000] lr: 2.656e-05, eta: 17:33:20, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3498, decode.acc_seg: 86.1963, aux.loss_ce: 0.2083, aux.acc_seg: 80.7789, loss: 0.5581 +2024-03-05 23:57:35,273 - mmseg - INFO - Iter [36650/160000] lr: 2.655e-05, eta: 17:33:01, time: 0.556, data_time: 0.057, memory: 6292, decode.loss_ce: 0.3482, decode.acc_seg: 86.0461, aux.loss_ce: 0.2031, aux.acc_seg: 81.0639, loss: 0.5512 +2024-03-05 23:58:00,237 - mmseg - INFO - Iter [36700/160000] lr: 2.654e-05, eta: 17:32:34, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3378, decode.acc_seg: 86.8471, aux.loss_ce: 0.2038, aux.acc_seg: 81.3215, loss: 0.5417 +2024-03-05 23:58:25,170 - mmseg - INFO - Iter [36750/160000] lr: 2.653e-05, eta: 17:32:06, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3432, decode.acc_seg: 86.3079, aux.loss_ce: 0.2132, aux.acc_seg: 80.2821, loss: 0.5564 +2024-03-05 23:58:50,066 - mmseg - INFO - Iter [36800/160000] lr: 2.652e-05, eta: 17:31:38, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3164, decode.acc_seg: 87.5635, aux.loss_ce: 0.1859, aux.acc_seg: 82.6751, loss: 0.5023 +2024-03-05 23:59:15,170 - mmseg - INFO - Iter [36850/160000] lr: 2.651e-05, eta: 17:31:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3501, decode.acc_seg: 86.1441, aux.loss_ce: 0.2126, aux.acc_seg: 80.5033, loss: 0.5627 +2024-03-05 23:59:40,101 - mmseg - INFO - Iter [36900/160000] lr: 2.650e-05, eta: 17:30:43, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3342, decode.acc_seg: 86.8966, aux.loss_ce: 0.2033, aux.acc_seg: 81.3108, loss: 0.5375 +2024-03-06 00:00:04,815 - mmseg - INFO - Iter [36950/160000] lr: 2.648e-05, eta: 17:30:14, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3221, decode.acc_seg: 86.9359, aux.loss_ce: 0.1925, aux.acc_seg: 82.0269, loss: 0.5146 +2024-03-06 00:00:29,873 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:00:29,873 - mmseg - INFO - Iter [37000/160000] lr: 2.647e-05, eta: 17:29:47, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3365, decode.acc_seg: 86.4076, aux.loss_ce: 0.2032, aux.acc_seg: 80.8642, loss: 0.5398 +2024-03-06 00:00:54,784 - mmseg - INFO - Iter [37050/160000] lr: 2.646e-05, eta: 17:29:19, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3280, decode.acc_seg: 87.1633, aux.loss_ce: 0.2010, aux.acc_seg: 81.7583, loss: 0.5290 +2024-03-06 00:01:19,813 - mmseg - INFO - Iter [37100/160000] lr: 2.645e-05, eta: 17:28:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3298, decode.acc_seg: 87.1096, aux.loss_ce: 0.2046, aux.acc_seg: 81.4982, loss: 0.5344 +2024-03-06 00:01:44,812 - mmseg - INFO - Iter [37150/160000] lr: 2.644e-05, eta: 17:28:24, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3469, decode.acc_seg: 86.2705, aux.loss_ce: 0.2083, aux.acc_seg: 80.9065, loss: 0.5552 +2024-03-06 00:02:09,703 - mmseg - INFO - Iter [37200/160000] lr: 2.643e-05, eta: 17:27:56, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3301, decode.acc_seg: 86.3524, aux.loss_ce: 0.2041, aux.acc_seg: 80.5618, loss: 0.5342 +2024-03-06 00:02:34,511 - mmseg - INFO - Iter [37250/160000] lr: 2.642e-05, eta: 17:27:27, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3562, decode.acc_seg: 85.8758, aux.loss_ce: 0.2169, aux.acc_seg: 79.8159, loss: 0.5731 +2024-03-06 00:02:59,651 - mmseg - INFO - Iter [37300/160000] lr: 2.641e-05, eta: 17:27:00, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3777, decode.acc_seg: 84.9055, aux.loss_ce: 0.2222, aux.acc_seg: 79.6233, loss: 0.5999 +2024-03-06 00:03:24,712 - mmseg - INFO - Iter [37350/160000] lr: 2.640e-05, eta: 17:26:33, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3471, decode.acc_seg: 85.7814, aux.loss_ce: 0.2095, aux.acc_seg: 80.5124, loss: 0.5566 +2024-03-06 00:03:49,560 - mmseg - INFO - Iter [37400/160000] lr: 2.639e-05, eta: 17:26:05, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3193, decode.acc_seg: 87.1936, aux.loss_ce: 0.1999, aux.acc_seg: 81.4850, loss: 0.5192 +2024-03-06 00:04:14,378 - mmseg - INFO - Iter [37450/160000] lr: 2.638e-05, eta: 17:25:37, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3352, decode.acc_seg: 86.1917, aux.loss_ce: 0.1978, aux.acc_seg: 81.5683, loss: 0.5330 +2024-03-06 00:04:39,436 - mmseg - INFO - Iter [37500/160000] lr: 2.637e-05, eta: 17:25:09, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3282, decode.acc_seg: 86.7342, aux.loss_ce: 0.2024, aux.acc_seg: 80.9281, loss: 0.5306 +2024-03-06 00:05:04,374 - mmseg - INFO - Iter [37550/160000] lr: 2.636e-05, eta: 17:24:42, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3234, decode.acc_seg: 87.1534, aux.loss_ce: 0.1957, aux.acc_seg: 81.6675, loss: 0.5191 +2024-03-06 00:05:29,305 - mmseg - INFO - Iter [37600/160000] lr: 2.634e-05, eta: 17:24:14, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3242, decode.acc_seg: 86.4978, aux.loss_ce: 0.1952, aux.acc_seg: 80.9662, loss: 0.5194 +2024-03-06 00:05:54,146 - mmseg - INFO - Iter [37650/160000] lr: 2.633e-05, eta: 17:23:46, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3564, decode.acc_seg: 85.3797, aux.loss_ce: 0.2089, aux.acc_seg: 80.0768, loss: 0.5653 +2024-03-06 00:06:18,994 - mmseg - INFO - Iter [37700/160000] lr: 2.632e-05, eta: 17:23:18, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3333, decode.acc_seg: 86.3557, aux.loss_ce: 0.1981, aux.acc_seg: 81.3602, loss: 0.5314 +2024-03-06 00:06:44,144 - mmseg - INFO - Iter [37750/160000] lr: 2.631e-05, eta: 17:22:51, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3321, decode.acc_seg: 86.3333, aux.loss_ce: 0.1983, aux.acc_seg: 81.1605, loss: 0.5303 +2024-03-06 00:07:09,246 - mmseg - INFO - Iter [37800/160000] lr: 2.630e-05, eta: 17:22:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3505, decode.acc_seg: 86.3953, aux.loss_ce: 0.2097, aux.acc_seg: 80.9954, loss: 0.5602 +2024-03-06 00:07:34,072 - mmseg - INFO - Iter [37850/160000] lr: 2.629e-05, eta: 17:21:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3480, decode.acc_seg: 86.1278, aux.loss_ce: 0.2039, aux.acc_seg: 80.7849, loss: 0.5519 +2024-03-06 00:08:01,963 - mmseg - INFO - Iter [37900/160000] lr: 2.628e-05, eta: 17:21:37, time: 0.558, data_time: 0.054, memory: 6292, decode.loss_ce: 0.3372, decode.acc_seg: 86.0747, aux.loss_ce: 0.2026, aux.acc_seg: 80.7204, loss: 0.5398 +2024-03-06 00:08:26,899 - mmseg - INFO - Iter [37950/160000] lr: 2.627e-05, eta: 17:21:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3413, decode.acc_seg: 86.5330, aux.loss_ce: 0.2101, aux.acc_seg: 80.7704, loss: 0.5514 +2024-03-06 00:08:51,712 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:08:51,712 - mmseg - INFO - Iter [38000/160000] lr: 2.626e-05, eta: 17:20:42, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3420, decode.acc_seg: 86.3964, aux.loss_ce: 0.2065, aux.acc_seg: 81.0151, loss: 0.5485 +2024-03-06 00:09:16,613 - mmseg - INFO - Iter [38050/160000] lr: 2.625e-05, eta: 17:20:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3164, decode.acc_seg: 87.4613, aux.loss_ce: 0.1963, aux.acc_seg: 82.0435, loss: 0.5127 +2024-03-06 00:09:41,470 - mmseg - INFO - Iter [38100/160000] lr: 2.624e-05, eta: 17:19:46, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3405, decode.acc_seg: 86.5350, aux.loss_ce: 0.2050, aux.acc_seg: 81.2425, loss: 0.5455 +2024-03-06 00:10:06,386 - mmseg - INFO - Iter [38150/160000] lr: 2.623e-05, eta: 17:19:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3412, decode.acc_seg: 86.0813, aux.loss_ce: 0.2035, aux.acc_seg: 81.2325, loss: 0.5446 +2024-03-06 00:10:31,262 - mmseg - INFO - Iter [38200/160000] lr: 2.622e-05, eta: 17:18:50, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3359, decode.acc_seg: 86.5658, aux.loss_ce: 0.2001, aux.acc_seg: 81.2576, loss: 0.5360 +2024-03-06 00:10:56,087 - mmseg - INFO - Iter [38250/160000] lr: 2.620e-05, eta: 17:18:22, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3209, decode.acc_seg: 87.0234, aux.loss_ce: 0.2000, aux.acc_seg: 81.2693, loss: 0.5209 +2024-03-06 00:11:21,053 - mmseg - INFO - Iter [38300/160000] lr: 2.619e-05, eta: 17:17:55, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3376, decode.acc_seg: 86.3751, aux.loss_ce: 0.1983, aux.acc_seg: 81.6828, loss: 0.5358 +2024-03-06 00:11:46,068 - mmseg - INFO - Iter [38350/160000] lr: 2.618e-05, eta: 17:17:27, time: 0.500, data_time: 0.012, memory: 6292, decode.loss_ce: 0.3283, decode.acc_seg: 86.8623, aux.loss_ce: 0.2018, aux.acc_seg: 81.3709, loss: 0.5302 +2024-03-06 00:12:10,918 - mmseg - INFO - Iter [38400/160000] lr: 2.617e-05, eta: 17:16:59, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3161, decode.acc_seg: 87.2163, aux.loss_ce: 0.1915, aux.acc_seg: 81.9771, loss: 0.5076 +2024-03-06 00:12:35,949 - mmseg - INFO - Iter [38450/160000] lr: 2.616e-05, eta: 17:16:32, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3141, decode.acc_seg: 87.3936, aux.loss_ce: 0.1900, aux.acc_seg: 82.4268, loss: 0.5041 +2024-03-06 00:13:01,056 - mmseg - INFO - Iter [38500/160000] lr: 2.615e-05, eta: 17:16:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3213, decode.acc_seg: 87.0465, aux.loss_ce: 0.1923, aux.acc_seg: 82.1451, loss: 0.5137 +2024-03-06 00:13:25,801 - mmseg - INFO - Iter [38550/160000] lr: 2.614e-05, eta: 17:15:37, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3313, decode.acc_seg: 86.7332, aux.loss_ce: 0.2001, aux.acc_seg: 81.4226, loss: 0.5315 +2024-03-06 00:13:50,885 - mmseg - INFO - Iter [38600/160000] lr: 2.613e-05, eta: 17:15:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3362, decode.acc_seg: 86.5413, aux.loss_ce: 0.2021, aux.acc_seg: 81.0907, loss: 0.5384 +2024-03-06 00:14:15,933 - mmseg - INFO - Iter [38650/160000] lr: 2.612e-05, eta: 17:14:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3303, decode.acc_seg: 86.8891, aux.loss_ce: 0.1987, aux.acc_seg: 81.4805, loss: 0.5290 +2024-03-06 00:14:40,810 - mmseg - INFO - Iter [38700/160000] lr: 2.611e-05, eta: 17:14:15, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3376, decode.acc_seg: 86.3889, aux.loss_ce: 0.2060, aux.acc_seg: 80.5322, loss: 0.5436 +2024-03-06 00:15:06,047 - mmseg - INFO - Iter [38750/160000] lr: 2.610e-05, eta: 17:13:48, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3226, decode.acc_seg: 86.8427, aux.loss_ce: 0.1977, aux.acc_seg: 81.5083, loss: 0.5204 +2024-03-06 00:15:30,867 - mmseg - INFO - Iter [38800/160000] lr: 2.609e-05, eta: 17:13:20, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3495, decode.acc_seg: 86.4321, aux.loss_ce: 0.2130, aux.acc_seg: 80.5434, loss: 0.5624 +2024-03-06 00:15:55,490 - mmseg - INFO - Iter [38850/160000] lr: 2.608e-05, eta: 17:12:51, time: 0.492, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3316, decode.acc_seg: 86.5083, aux.loss_ce: 0.1969, aux.acc_seg: 81.5572, loss: 0.5285 +2024-03-06 00:16:20,366 - mmseg - INFO - Iter [38900/160000] lr: 2.607e-05, eta: 17:12:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3531, decode.acc_seg: 85.8401, aux.loss_ce: 0.2117, aux.acc_seg: 80.2239, loss: 0.5648 +2024-03-06 00:16:45,491 - mmseg - INFO - Iter [38950/160000] lr: 2.605e-05, eta: 17:11:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3281, decode.acc_seg: 86.9628, aux.loss_ce: 0.2067, aux.acc_seg: 81.2393, loss: 0.5348 +2024-03-06 00:17:10,759 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:17:10,760 - mmseg - INFO - Iter [39000/160000] lr: 2.604e-05, eta: 17:11:30, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3311, decode.acc_seg: 86.6856, aux.loss_ce: 0.1966, aux.acc_seg: 81.3759, loss: 0.5277 +2024-03-06 00:17:35,696 - mmseg - INFO - Iter [39050/160000] lr: 2.603e-05, eta: 17:11:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3618, decode.acc_seg: 85.3625, aux.loss_ce: 0.2152, aux.acc_seg: 79.8027, loss: 0.5770 +2024-03-06 00:18:00,700 - mmseg - INFO - Iter [39100/160000] lr: 2.602e-05, eta: 17:10:35, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3474, decode.acc_seg: 86.4479, aux.loss_ce: 0.2026, aux.acc_seg: 81.2908, loss: 0.5499 +2024-03-06 00:18:25,523 - mmseg - INFO - Iter [39150/160000] lr: 2.601e-05, eta: 17:10:07, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3305, decode.acc_seg: 86.7949, aux.loss_ce: 0.2011, aux.acc_seg: 81.0800, loss: 0.5316 +2024-03-06 00:18:53,349 - mmseg - INFO - Iter [39200/160000] lr: 2.600e-05, eta: 17:09:49, time: 0.557, data_time: 0.063, memory: 6292, decode.loss_ce: 0.3194, decode.acc_seg: 87.2433, aux.loss_ce: 0.2019, aux.acc_seg: 81.3202, loss: 0.5212 +2024-03-06 00:19:18,292 - mmseg - INFO - Iter [39250/160000] lr: 2.599e-05, eta: 17:09:21, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3239, decode.acc_seg: 86.8080, aux.loss_ce: 0.1985, aux.acc_seg: 81.2942, loss: 0.5225 +2024-03-06 00:19:43,000 - mmseg - INFO - Iter [39300/160000] lr: 2.598e-05, eta: 17:08:53, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3218, decode.acc_seg: 87.2735, aux.loss_ce: 0.1987, aux.acc_seg: 81.5957, loss: 0.5205 +2024-03-06 00:20:07,938 - mmseg - INFO - Iter [39350/160000] lr: 2.597e-05, eta: 17:08:25, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3243, decode.acc_seg: 86.8722, aux.loss_ce: 0.1976, aux.acc_seg: 81.6049, loss: 0.5219 +2024-03-06 00:20:33,054 - mmseg - INFO - Iter [39400/160000] lr: 2.596e-05, eta: 17:07:58, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3286, decode.acc_seg: 86.9919, aux.loss_ce: 0.1995, aux.acc_seg: 81.1284, loss: 0.5281 +2024-03-06 00:20:58,195 - mmseg - INFO - Iter [39450/160000] lr: 2.595e-05, eta: 17:07:32, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3077, decode.acc_seg: 86.9600, aux.loss_ce: 0.1880, aux.acc_seg: 81.8007, loss: 0.4956 +2024-03-06 00:21:23,160 - mmseg - INFO - Iter [39500/160000] lr: 2.594e-05, eta: 17:07:04, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3091, decode.acc_seg: 87.6933, aux.loss_ce: 0.1861, aux.acc_seg: 82.8680, loss: 0.4952 +2024-03-06 00:21:48,087 - mmseg - INFO - Iter [39550/160000] lr: 2.593e-05, eta: 17:06:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3121, decode.acc_seg: 87.2694, aux.loss_ce: 0.1966, aux.acc_seg: 81.7427, loss: 0.5087 +2024-03-06 00:22:12,943 - mmseg - INFO - Iter [39600/160000] lr: 2.591e-05, eta: 17:06:09, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3242, decode.acc_seg: 86.9350, aux.loss_ce: 0.2011, aux.acc_seg: 81.3193, loss: 0.5253 +2024-03-06 00:22:37,972 - mmseg - INFO - Iter [39650/160000] lr: 2.590e-05, eta: 17:05:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3210, decode.acc_seg: 87.3658, aux.loss_ce: 0.1950, aux.acc_seg: 82.0333, loss: 0.5159 +2024-03-06 00:23:02,858 - mmseg - INFO - Iter [39700/160000] lr: 2.589e-05, eta: 17:05:14, time: 0.498, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3225, decode.acc_seg: 87.0243, aux.loss_ce: 0.1970, aux.acc_seg: 81.9721, loss: 0.5194 +2024-03-06 00:23:27,829 - mmseg - INFO - Iter [39750/160000] lr: 2.588e-05, eta: 17:04:47, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3284, decode.acc_seg: 86.5281, aux.loss_ce: 0.1939, aux.acc_seg: 82.1727, loss: 0.5223 +2024-03-06 00:23:52,663 - mmseg - INFO - Iter [39800/160000] lr: 2.587e-05, eta: 17:04:19, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3248, decode.acc_seg: 86.8902, aux.loss_ce: 0.2003, aux.acc_seg: 81.3255, loss: 0.5252 +2024-03-06 00:24:17,594 - mmseg - INFO - Iter [39850/160000] lr: 2.586e-05, eta: 17:03:51, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3349, decode.acc_seg: 86.8418, aux.loss_ce: 0.2049, aux.acc_seg: 81.1125, loss: 0.5398 +2024-03-06 00:24:42,474 - mmseg - INFO - Iter [39900/160000] lr: 2.585e-05, eta: 17:03:24, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3256, decode.acc_seg: 86.9694, aux.loss_ce: 0.1971, aux.acc_seg: 81.6797, loss: 0.5227 +2024-03-06 00:25:07,477 - mmseg - INFO - Iter [39950/160000] lr: 2.584e-05, eta: 17:02:56, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3383, decode.acc_seg: 86.4991, aux.loss_ce: 0.2001, aux.acc_seg: 81.2716, loss: 0.5385 +2024-03-06 00:25:32,451 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:25:32,452 - mmseg - INFO - Iter [40000/160000] lr: 2.583e-05, eta: 17:02:29, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3302, decode.acc_seg: 86.4933, aux.loss_ce: 0.1964, aux.acc_seg: 81.1726, loss: 0.5266 +2024-03-06 00:25:57,420 - mmseg - INFO - Iter [40050/160000] lr: 2.582e-05, eta: 17:02:02, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3290, decode.acc_seg: 86.9141, aux.loss_ce: 0.2002, aux.acc_seg: 81.1149, loss: 0.5293 +2024-03-06 00:26:22,510 - mmseg - INFO - Iter [40100/160000] lr: 2.581e-05, eta: 17:01:35, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3418, decode.acc_seg: 86.4379, aux.loss_ce: 0.2052, aux.acc_seg: 81.2818, loss: 0.5470 +2024-03-06 00:26:47,506 - mmseg - INFO - Iter [40150/160000] lr: 2.580e-05, eta: 17:01:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3238, decode.acc_seg: 87.1914, aux.loss_ce: 0.1956, aux.acc_seg: 81.6807, loss: 0.5194 +2024-03-06 00:27:12,397 - mmseg - INFO - Iter [40200/160000] lr: 2.579e-05, eta: 17:00:40, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3231, decode.acc_seg: 86.8249, aux.loss_ce: 0.2019, aux.acc_seg: 81.2328, loss: 0.5250 +2024-03-06 00:27:37,410 - mmseg - INFO - Iter [40250/160000] lr: 2.577e-05, eta: 17:00:13, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3554, decode.acc_seg: 86.0824, aux.loss_ce: 0.2142, aux.acc_seg: 80.4582, loss: 0.5696 +2024-03-06 00:28:02,579 - mmseg - INFO - Iter [40300/160000] lr: 2.576e-05, eta: 16:59:46, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3098, decode.acc_seg: 87.7868, aux.loss_ce: 0.1882, aux.acc_seg: 82.4460, loss: 0.4980 +2024-03-06 00:28:27,432 - mmseg - INFO - Iter [40350/160000] lr: 2.575e-05, eta: 16:59:18, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3132, decode.acc_seg: 87.5521, aux.loss_ce: 0.1947, aux.acc_seg: 81.8647, loss: 0.5079 +2024-03-06 00:28:52,402 - mmseg - INFO - Iter [40400/160000] lr: 2.574e-05, eta: 16:58:51, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3281, decode.acc_seg: 86.6446, aux.loss_ce: 0.1984, aux.acc_seg: 81.0860, loss: 0.5265 +2024-03-06 00:29:20,499 - mmseg - INFO - Iter [40450/160000] lr: 2.573e-05, eta: 16:58:33, time: 0.562, data_time: 0.062, memory: 6292, decode.loss_ce: 0.3276, decode.acc_seg: 86.4309, aux.loss_ce: 0.2049, aux.acc_seg: 80.3016, loss: 0.5326 +2024-03-06 00:29:45,334 - mmseg - INFO - Iter [40500/160000] lr: 2.572e-05, eta: 16:58:05, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3211, decode.acc_seg: 87.0609, aux.loss_ce: 0.1949, aux.acc_seg: 81.6038, loss: 0.5161 +2024-03-06 00:30:10,253 - mmseg - INFO - Iter [40550/160000] lr: 2.571e-05, eta: 16:57:38, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3018, decode.acc_seg: 87.8023, aux.loss_ce: 0.1870, aux.acc_seg: 82.2213, loss: 0.4888 +2024-03-06 00:30:34,966 - mmseg - INFO - Iter [40600/160000] lr: 2.570e-05, eta: 16:57:10, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3242, decode.acc_seg: 86.7936, aux.loss_ce: 0.2059, aux.acc_seg: 80.9773, loss: 0.5302 +2024-03-06 00:30:59,877 - mmseg - INFO - Iter [40650/160000] lr: 2.569e-05, eta: 16:56:42, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3302, decode.acc_seg: 87.2974, aux.loss_ce: 0.2030, aux.acc_seg: 81.2961, loss: 0.5332 +2024-03-06 00:31:24,868 - mmseg - INFO - Iter [40700/160000] lr: 2.568e-05, eta: 16:56:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3170, decode.acc_seg: 87.5128, aux.loss_ce: 0.1977, aux.acc_seg: 81.5271, loss: 0.5146 +2024-03-06 00:31:50,140 - mmseg - INFO - Iter [40750/160000] lr: 2.567e-05, eta: 16:55:49, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3098, decode.acc_seg: 87.4394, aux.loss_ce: 0.1885, aux.acc_seg: 82.4765, loss: 0.4984 +2024-03-06 00:32:14,946 - mmseg - INFO - Iter [40800/160000] lr: 2.566e-05, eta: 16:55:21, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3180, decode.acc_seg: 87.2059, aux.loss_ce: 0.1947, aux.acc_seg: 82.0009, loss: 0.5127 +2024-03-06 00:32:39,896 - mmseg - INFO - Iter [40850/160000] lr: 2.565e-05, eta: 16:54:54, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3031, decode.acc_seg: 87.6467, aux.loss_ce: 0.1850, aux.acc_seg: 82.5077, loss: 0.4881 +2024-03-06 00:33:04,976 - mmseg - INFO - Iter [40900/160000] lr: 2.563e-05, eta: 16:54:27, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3060, decode.acc_seg: 87.6504, aux.loss_ce: 0.1970, aux.acc_seg: 81.4555, loss: 0.5029 +2024-03-06 00:33:29,966 - mmseg - INFO - Iter [40950/160000] lr: 2.562e-05, eta: 16:54:00, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3137, decode.acc_seg: 87.5568, aux.loss_ce: 0.1913, aux.acc_seg: 82.4349, loss: 0.5050 +2024-03-06 00:33:54,979 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:33:54,979 - mmseg - INFO - Iter [41000/160000] lr: 2.561e-05, eta: 16:53:33, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3026, decode.acc_seg: 87.9073, aux.loss_ce: 0.1804, aux.acc_seg: 83.2631, loss: 0.4830 +2024-03-06 00:34:19,890 - mmseg - INFO - Iter [41050/160000] lr: 2.560e-05, eta: 16:53:05, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3313, decode.acc_seg: 86.8432, aux.loss_ce: 0.2093, aux.acc_seg: 80.7561, loss: 0.5406 +2024-03-06 00:34:44,776 - mmseg - INFO - Iter [41100/160000] lr: 2.559e-05, eta: 16:52:38, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3066, decode.acc_seg: 87.9598, aux.loss_ce: 0.1940, aux.acc_seg: 82.2254, loss: 0.5006 +2024-03-06 00:35:09,794 - mmseg - INFO - Iter [41150/160000] lr: 2.558e-05, eta: 16:52:11, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3209, decode.acc_seg: 87.4228, aux.loss_ce: 0.2013, aux.acc_seg: 81.6827, loss: 0.5222 +2024-03-06 00:35:34,906 - mmseg - INFO - Iter [41200/160000] lr: 2.557e-05, eta: 16:51:44, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2926, decode.acc_seg: 88.2761, aux.loss_ce: 0.1779, aux.acc_seg: 83.2713, loss: 0.4704 +2024-03-06 00:35:59,755 - mmseg - INFO - Iter [41250/160000] lr: 2.556e-05, eta: 16:51:16, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3122, decode.acc_seg: 87.2907, aux.loss_ce: 0.1987, aux.acc_seg: 81.3290, loss: 0.5109 +2024-03-06 00:36:24,349 - mmseg - INFO - Iter [41300/160000] lr: 2.555e-05, eta: 16:50:48, time: 0.492, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3309, decode.acc_seg: 86.6909, aux.loss_ce: 0.1963, aux.acc_seg: 81.5921, loss: 0.5272 +2024-03-06 00:36:49,347 - mmseg - INFO - Iter [41350/160000] lr: 2.554e-05, eta: 16:50:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3348, decode.acc_seg: 86.7740, aux.loss_ce: 0.2058, aux.acc_seg: 81.0167, loss: 0.5407 +2024-03-06 00:37:14,474 - mmseg - INFO - Iter [41400/160000] lr: 2.553e-05, eta: 16:49:54, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3432, decode.acc_seg: 86.4749, aux.loss_ce: 0.2039, aux.acc_seg: 80.9108, loss: 0.5471 +2024-03-06 00:37:39,476 - mmseg - INFO - Iter [41450/160000] lr: 2.552e-05, eta: 16:49:27, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3416, decode.acc_seg: 86.6343, aux.loss_ce: 0.2129, aux.acc_seg: 80.5330, loss: 0.5546 +2024-03-06 00:38:04,461 - mmseg - INFO - Iter [41500/160000] lr: 2.551e-05, eta: 16:49:00, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3237, decode.acc_seg: 87.0640, aux.loss_ce: 0.1998, aux.acc_seg: 81.3303, loss: 0.5234 +2024-03-06 00:38:29,614 - mmseg - INFO - Iter [41550/160000] lr: 2.549e-05, eta: 16:48:33, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3294, decode.acc_seg: 87.1760, aux.loss_ce: 0.1973, aux.acc_seg: 81.8130, loss: 0.5268 +2024-03-06 00:38:54,486 - mmseg - INFO - Iter [41600/160000] lr: 2.548e-05, eta: 16:48:06, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3083, decode.acc_seg: 87.1197, aux.loss_ce: 0.1923, aux.acc_seg: 81.4151, loss: 0.5006 +2024-03-06 00:39:19,234 - mmseg - INFO - Iter [41650/160000] lr: 2.547e-05, eta: 16:47:38, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3156, decode.acc_seg: 87.1778, aux.loss_ce: 0.1886, aux.acc_seg: 82.2091, loss: 0.5041 +2024-03-06 00:39:46,967 - mmseg - INFO - Iter [41700/160000] lr: 2.546e-05, eta: 16:47:19, time: 0.555, data_time: 0.056, memory: 6292, decode.loss_ce: 0.3297, decode.acc_seg: 86.7509, aux.loss_ce: 0.2054, aux.acc_seg: 80.7325, loss: 0.5351 +2024-03-06 00:40:11,967 - mmseg - INFO - Iter [41750/160000] lr: 2.545e-05, eta: 16:46:51, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3227, decode.acc_seg: 87.1317, aux.loss_ce: 0.1911, aux.acc_seg: 82.1255, loss: 0.5138 +2024-03-06 00:40:36,904 - mmseg - INFO - Iter [41800/160000] lr: 2.544e-05, eta: 16:46:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3127, decode.acc_seg: 87.4507, aux.loss_ce: 0.1914, aux.acc_seg: 81.8087, loss: 0.5040 +2024-03-06 00:41:01,805 - mmseg - INFO - Iter [41850/160000] lr: 2.543e-05, eta: 16:45:57, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3185, decode.acc_seg: 87.2965, aux.loss_ce: 0.1887, aux.acc_seg: 82.3232, loss: 0.5072 +2024-03-06 00:41:26,712 - mmseg - INFO - Iter [41900/160000] lr: 2.542e-05, eta: 16:45:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3197, decode.acc_seg: 87.2691, aux.loss_ce: 0.1963, aux.acc_seg: 82.0034, loss: 0.5160 +2024-03-06 00:41:51,730 - mmseg - INFO - Iter [41950/160000] lr: 2.541e-05, eta: 16:45:03, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3044, decode.acc_seg: 87.6711, aux.loss_ce: 0.1874, aux.acc_seg: 82.3953, loss: 0.4918 +2024-03-06 00:42:16,700 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:42:16,700 - mmseg - INFO - Iter [42000/160000] lr: 2.540e-05, eta: 16:44:35, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3351, decode.acc_seg: 86.8997, aux.loss_ce: 0.2056, aux.acc_seg: 80.9698, loss: 0.5407 +2024-03-06 00:42:41,598 - mmseg - INFO - Iter [42050/160000] lr: 2.539e-05, eta: 16:44:08, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3103, decode.acc_seg: 87.4911, aux.loss_ce: 0.1823, aux.acc_seg: 82.7512, loss: 0.4926 +2024-03-06 00:43:06,781 - mmseg - INFO - Iter [42100/160000] lr: 2.538e-05, eta: 16:43:41, time: 0.504, data_time: 0.011, memory: 6292, decode.loss_ce: 0.3220, decode.acc_seg: 87.3843, aux.loss_ce: 0.1903, aux.acc_seg: 82.2736, loss: 0.5123 +2024-03-06 00:43:31,667 - mmseg - INFO - Iter [42150/160000] lr: 2.537e-05, eta: 16:43:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3119, decode.acc_seg: 87.4603, aux.loss_ce: 0.1904, aux.acc_seg: 82.4400, loss: 0.5023 +2024-03-06 00:43:56,459 - mmseg - INFO - Iter [42200/160000] lr: 2.535e-05, eta: 16:42:46, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3142, decode.acc_seg: 87.3886, aux.loss_ce: 0.1908, aux.acc_seg: 82.1338, loss: 0.5050 +2024-03-06 00:44:21,398 - mmseg - INFO - Iter [42250/160000] lr: 2.534e-05, eta: 16:42:19, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3072, decode.acc_seg: 87.4622, aux.loss_ce: 0.1950, aux.acc_seg: 81.9180, loss: 0.5022 +2024-03-06 00:44:46,485 - mmseg - INFO - Iter [42300/160000] lr: 2.533e-05, eta: 16:41:52, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3294, decode.acc_seg: 86.7157, aux.loss_ce: 0.2013, aux.acc_seg: 81.1945, loss: 0.5307 +2024-03-06 00:45:11,491 - mmseg - INFO - Iter [42350/160000] lr: 2.532e-05, eta: 16:41:25, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3163, decode.acc_seg: 87.3111, aux.loss_ce: 0.1902, aux.acc_seg: 82.3497, loss: 0.5065 +2024-03-06 00:45:36,523 - mmseg - INFO - Iter [42400/160000] lr: 2.531e-05, eta: 16:40:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3050, decode.acc_seg: 87.7971, aux.loss_ce: 0.1873, aux.acc_seg: 82.5646, loss: 0.4923 +2024-03-06 00:46:01,476 - mmseg - INFO - Iter [42450/160000] lr: 2.530e-05, eta: 16:40:31, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3192, decode.acc_seg: 87.5813, aux.loss_ce: 0.1925, aux.acc_seg: 82.1596, loss: 0.5118 +2024-03-06 00:46:26,338 - mmseg - INFO - Iter [42500/160000] lr: 2.529e-05, eta: 16:40:04, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3097, decode.acc_seg: 87.5307, aux.loss_ce: 0.1920, aux.acc_seg: 82.2178, loss: 0.5018 +2024-03-06 00:46:51,322 - mmseg - INFO - Iter [42550/160000] lr: 2.528e-05, eta: 16:39:37, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3324, decode.acc_seg: 86.7144, aux.loss_ce: 0.1995, aux.acc_seg: 81.6133, loss: 0.5318 +2024-03-06 00:47:16,020 - mmseg - INFO - Iter [42600/160000] lr: 2.527e-05, eta: 16:39:09, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3156, decode.acc_seg: 87.7358, aux.loss_ce: 0.1915, aux.acc_seg: 82.8514, loss: 0.5071 +2024-03-06 00:47:41,073 - mmseg - INFO - Iter [42650/160000] lr: 2.526e-05, eta: 16:38:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3566, decode.acc_seg: 85.8761, aux.loss_ce: 0.2129, aux.acc_seg: 80.2897, loss: 0.5695 +2024-03-06 00:48:06,167 - mmseg - INFO - Iter [42700/160000] lr: 2.525e-05, eta: 16:38:16, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.3351, decode.acc_seg: 86.4120, aux.loss_ce: 0.2055, aux.acc_seg: 80.6475, loss: 0.5406 +2024-03-06 00:48:31,214 - mmseg - INFO - Iter [42750/160000] lr: 2.524e-05, eta: 16:37:49, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3158, decode.acc_seg: 87.2303, aux.loss_ce: 0.1947, aux.acc_seg: 81.7695, loss: 0.5105 +2024-03-06 00:48:56,167 - mmseg - INFO - Iter [42800/160000] lr: 2.523e-05, eta: 16:37:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3268, decode.acc_seg: 86.8501, aux.loss_ce: 0.2003, aux.acc_seg: 81.2231, loss: 0.5271 +2024-03-06 00:49:21,182 - mmseg - INFO - Iter [42850/160000] lr: 2.521e-05, eta: 16:36:55, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3146, decode.acc_seg: 87.2776, aux.loss_ce: 0.1902, aux.acc_seg: 82.2064, loss: 0.5049 +2024-03-06 00:49:46,055 - mmseg - INFO - Iter [42900/160000] lr: 2.520e-05, eta: 16:36:27, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3548, decode.acc_seg: 86.3230, aux.loss_ce: 0.2081, aux.acc_seg: 81.0849, loss: 0.5630 +2024-03-06 00:50:14,011 - mmseg - INFO - Iter [42950/160000] lr: 2.519e-05, eta: 16:36:08, time: 0.559, data_time: 0.064, memory: 6292, decode.loss_ce: 0.3306, decode.acc_seg: 86.8792, aux.loss_ce: 0.2046, aux.acc_seg: 81.2147, loss: 0.5351 +2024-03-06 00:50:38,917 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:50:38,918 - mmseg - INFO - Iter [43000/160000] lr: 2.518e-05, eta: 16:35:41, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3040, decode.acc_seg: 87.4886, aux.loss_ce: 0.1885, aux.acc_seg: 82.2059, loss: 0.4925 +2024-03-06 00:51:03,834 - mmseg - INFO - Iter [43050/160000] lr: 2.517e-05, eta: 16:35:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2993, decode.acc_seg: 87.6445, aux.loss_ce: 0.1872, aux.acc_seg: 82.1911, loss: 0.4865 +2024-03-06 00:51:28,665 - mmseg - INFO - Iter [43100/160000] lr: 2.516e-05, eta: 16:34:47, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3058, decode.acc_seg: 87.6943, aux.loss_ce: 0.1880, aux.acc_seg: 82.5148, loss: 0.4938 +2024-03-06 00:51:53,533 - mmseg - INFO - Iter [43150/160000] lr: 2.515e-05, eta: 16:34:19, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3249, decode.acc_seg: 86.9955, aux.loss_ce: 0.1960, aux.acc_seg: 81.5966, loss: 0.5208 +2024-03-06 00:52:18,209 - mmseg - INFO - Iter [43200/160000] lr: 2.514e-05, eta: 16:33:51, time: 0.494, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3312, decode.acc_seg: 86.9825, aux.loss_ce: 0.2087, aux.acc_seg: 80.4787, loss: 0.5399 +2024-03-06 00:52:43,098 - mmseg - INFO - Iter [43250/160000] lr: 2.513e-05, eta: 16:33:24, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3250, decode.acc_seg: 86.8105, aux.loss_ce: 0.2016, aux.acc_seg: 80.9153, loss: 0.5266 +2024-03-06 00:53:08,101 - mmseg - INFO - Iter [43300/160000] lr: 2.512e-05, eta: 16:32:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3029, decode.acc_seg: 87.6125, aux.loss_ce: 0.1875, aux.acc_seg: 82.0792, loss: 0.4904 +2024-03-06 00:53:33,147 - mmseg - INFO - Iter [43350/160000] lr: 2.511e-05, eta: 16:32:30, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3082, decode.acc_seg: 87.8164, aux.loss_ce: 0.1934, aux.acc_seg: 82.2973, loss: 0.5016 +2024-03-06 00:53:58,092 - mmseg - INFO - Iter [43400/160000] lr: 2.510e-05, eta: 16:32:03, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2919, decode.acc_seg: 87.9409, aux.loss_ce: 0.1827, aux.acc_seg: 82.3997, loss: 0.4745 +2024-03-06 00:54:23,023 - mmseg - INFO - Iter [43450/160000] lr: 2.509e-05, eta: 16:31:36, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2937, decode.acc_seg: 87.8629, aux.loss_ce: 0.1850, aux.acc_seg: 82.4360, loss: 0.4787 +2024-03-06 00:54:47,838 - mmseg - INFO - Iter [43500/160000] lr: 2.507e-05, eta: 16:31:09, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3309, decode.acc_seg: 86.7607, aux.loss_ce: 0.2091, aux.acc_seg: 80.8861, loss: 0.5400 +2024-03-06 00:55:12,597 - mmseg - INFO - Iter [43550/160000] lr: 2.506e-05, eta: 16:30:41, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3461, decode.acc_seg: 86.4649, aux.loss_ce: 0.2131, aux.acc_seg: 80.7468, loss: 0.5592 +2024-03-06 00:55:37,708 - mmseg - INFO - Iter [43600/160000] lr: 2.505e-05, eta: 16:30:15, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3182, decode.acc_seg: 87.4222, aux.loss_ce: 0.1942, aux.acc_seg: 82.2695, loss: 0.5124 +2024-03-06 00:56:02,385 - mmseg - INFO - Iter [43650/160000] lr: 2.504e-05, eta: 16:29:47, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3068, decode.acc_seg: 87.5630, aux.loss_ce: 0.1882, aux.acc_seg: 81.9453, loss: 0.4950 +2024-03-06 00:56:27,045 - mmseg - INFO - Iter [43700/160000] lr: 2.503e-05, eta: 16:29:19, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2992, decode.acc_seg: 88.0639, aux.loss_ce: 0.1830, aux.acc_seg: 82.9525, loss: 0.4822 +2024-03-06 00:56:52,082 - mmseg - INFO - Iter [43750/160000] lr: 2.502e-05, eta: 16:28:52, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3149, decode.acc_seg: 87.4075, aux.loss_ce: 0.1931, aux.acc_seg: 81.7072, loss: 0.5080 +2024-03-06 00:57:16,923 - mmseg - INFO - Iter [43800/160000] lr: 2.501e-05, eta: 16:28:25, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3136, decode.acc_seg: 87.5495, aux.loss_ce: 0.1939, aux.acc_seg: 82.2634, loss: 0.5075 +2024-03-06 00:57:41,702 - mmseg - INFO - Iter [43850/160000] lr: 2.500e-05, eta: 16:27:57, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3071, decode.acc_seg: 87.6752, aux.loss_ce: 0.1878, aux.acc_seg: 82.4746, loss: 0.4948 +2024-03-06 00:58:06,751 - mmseg - INFO - Iter [43900/160000] lr: 2.499e-05, eta: 16:27:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3137, decode.acc_seg: 87.7029, aux.loss_ce: 0.1957, aux.acc_seg: 81.8460, loss: 0.5094 +2024-03-06 00:58:31,585 - mmseg - INFO - Iter [43950/160000] lr: 2.498e-05, eta: 16:27:03, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3020, decode.acc_seg: 87.8680, aux.loss_ce: 0.1914, aux.acc_seg: 82.0588, loss: 0.4934 +2024-03-06 00:58:56,617 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 00:58:56,618 - mmseg - INFO - Iter [44000/160000] lr: 2.497e-05, eta: 16:26:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3212, decode.acc_seg: 86.7290, aux.loss_ce: 0.1963, aux.acc_seg: 81.6252, loss: 0.5174 +2024-03-06 00:59:21,681 - mmseg - INFO - Iter [44050/160000] lr: 2.496e-05, eta: 16:26:10, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3029, decode.acc_seg: 87.7873, aux.loss_ce: 0.1866, aux.acc_seg: 82.4932, loss: 0.4894 +2024-03-06 00:59:46,668 - mmseg - INFO - Iter [44100/160000] lr: 2.495e-05, eta: 16:25:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3080, decode.acc_seg: 87.8607, aux.loss_ce: 0.1928, aux.acc_seg: 82.3375, loss: 0.5007 +2024-03-06 01:00:11,813 - mmseg - INFO - Iter [44150/160000] lr: 2.494e-05, eta: 16:25:16, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3227, decode.acc_seg: 86.8886, aux.loss_ce: 0.1971, aux.acc_seg: 81.3488, loss: 0.5198 +2024-03-06 01:00:36,744 - mmseg - INFO - Iter [44200/160000] lr: 2.492e-05, eta: 16:24:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3089, decode.acc_seg: 87.5153, aux.loss_ce: 0.1899, aux.acc_seg: 82.1247, loss: 0.4988 +2024-03-06 01:01:04,582 - mmseg - INFO - Iter [44250/160000] lr: 2.491e-05, eta: 16:24:30, time: 0.557, data_time: 0.067, memory: 6292, decode.loss_ce: 0.2922, decode.acc_seg: 88.1430, aux.loss_ce: 0.1858, aux.acc_seg: 82.2956, loss: 0.4780 +2024-03-06 01:01:29,543 - mmseg - INFO - Iter [44300/160000] lr: 2.490e-05, eta: 16:24:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2956, decode.acc_seg: 88.2072, aux.loss_ce: 0.1959, aux.acc_seg: 81.9885, loss: 0.4914 +2024-03-06 01:01:54,462 - mmseg - INFO - Iter [44350/160000] lr: 2.489e-05, eta: 16:23:36, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3169, decode.acc_seg: 87.2061, aux.loss_ce: 0.1959, aux.acc_seg: 81.8749, loss: 0.5127 +2024-03-06 01:02:19,409 - mmseg - INFO - Iter [44400/160000] lr: 2.488e-05, eta: 16:23:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2855, decode.acc_seg: 88.2875, aux.loss_ce: 0.1776, aux.acc_seg: 83.2123, loss: 0.4631 +2024-03-06 01:02:44,193 - mmseg - INFO - Iter [44450/160000] lr: 2.487e-05, eta: 16:22:41, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2996, decode.acc_seg: 87.7715, aux.loss_ce: 0.1895, aux.acc_seg: 81.7697, loss: 0.4891 +2024-03-06 01:03:09,104 - mmseg - INFO - Iter [44500/160000] lr: 2.486e-05, eta: 16:22:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2912, decode.acc_seg: 88.1381, aux.loss_ce: 0.1889, aux.acc_seg: 82.4649, loss: 0.4801 +2024-03-06 01:03:34,045 - mmseg - INFO - Iter [44550/160000] lr: 2.485e-05, eta: 16:21:47, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2977, decode.acc_seg: 88.1028, aux.loss_ce: 0.1859, aux.acc_seg: 82.7372, loss: 0.4836 +2024-03-06 01:03:58,879 - mmseg - INFO - Iter [44600/160000] lr: 2.484e-05, eta: 16:21:20, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2935, decode.acc_seg: 87.8536, aux.loss_ce: 0.1852, aux.acc_seg: 82.4765, loss: 0.4787 +2024-03-06 01:04:23,778 - mmseg - INFO - Iter [44650/160000] lr: 2.483e-05, eta: 16:20:53, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3048, decode.acc_seg: 87.7463, aux.loss_ce: 0.1854, aux.acc_seg: 82.4689, loss: 0.4902 +2024-03-06 01:04:48,880 - mmseg - INFO - Iter [44700/160000] lr: 2.482e-05, eta: 16:20:26, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3157, decode.acc_seg: 86.8468, aux.loss_ce: 0.1960, aux.acc_seg: 81.2102, loss: 0.5116 +2024-03-06 01:05:13,684 - mmseg - INFO - Iter [44750/160000] lr: 2.481e-05, eta: 16:19:59, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2977, decode.acc_seg: 88.0340, aux.loss_ce: 0.1843, aux.acc_seg: 82.9062, loss: 0.4819 +2024-03-06 01:05:38,700 - mmseg - INFO - Iter [44800/160000] lr: 2.480e-05, eta: 16:19:32, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3021, decode.acc_seg: 87.8784, aux.loss_ce: 0.1869, aux.acc_seg: 82.7766, loss: 0.4890 +2024-03-06 01:06:03,636 - mmseg - INFO - Iter [44850/160000] lr: 2.478e-05, eta: 16:19:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3069, decode.acc_seg: 87.2145, aux.loss_ce: 0.1842, aux.acc_seg: 82.3033, loss: 0.4911 +2024-03-06 01:06:28,671 - mmseg - INFO - Iter [44900/160000] lr: 2.477e-05, eta: 16:18:39, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2848, decode.acc_seg: 88.3727, aux.loss_ce: 0.1770, aux.acc_seg: 83.2800, loss: 0.4619 +2024-03-06 01:06:53,483 - mmseg - INFO - Iter [44950/160000] lr: 2.476e-05, eta: 16:18:11, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3144, decode.acc_seg: 87.3977, aux.loss_ce: 0.1934, aux.acc_seg: 82.1289, loss: 0.5078 +2024-03-06 01:07:18,350 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:07:18,351 - mmseg - INFO - Iter [45000/160000] lr: 2.475e-05, eta: 16:17:44, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3060, decode.acc_seg: 87.7314, aux.loss_ce: 0.1874, aux.acc_seg: 82.3528, loss: 0.4933 +2024-03-06 01:07:43,222 - mmseg - INFO - Iter [45050/160000] lr: 2.474e-05, eta: 16:17:17, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3118, decode.acc_seg: 87.7429, aux.loss_ce: 0.1906, aux.acc_seg: 82.3829, loss: 0.5024 +2024-03-06 01:08:08,274 - mmseg - INFO - Iter [45100/160000] lr: 2.473e-05, eta: 16:16:50, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3195, decode.acc_seg: 87.2268, aux.loss_ce: 0.1984, aux.acc_seg: 81.2239, loss: 0.5179 +2024-03-06 01:08:33,231 - mmseg - INFO - Iter [45150/160000] lr: 2.472e-05, eta: 16:16:23, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3077, decode.acc_seg: 87.6299, aux.loss_ce: 0.1896, aux.acc_seg: 82.3568, loss: 0.4973 +2024-03-06 01:08:58,101 - mmseg - INFO - Iter [45200/160000] lr: 2.471e-05, eta: 16:15:56, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3132, decode.acc_seg: 87.3939, aux.loss_ce: 0.1836, aux.acc_seg: 82.6874, loss: 0.4968 +2024-03-06 01:09:23,083 - mmseg - INFO - Iter [45250/160000] lr: 2.470e-05, eta: 16:15:30, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3166, decode.acc_seg: 87.4191, aux.loss_ce: 0.1931, aux.acc_seg: 81.8291, loss: 0.5097 +2024-03-06 01:09:48,098 - mmseg - INFO - Iter [45300/160000] lr: 2.469e-05, eta: 16:15:03, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3189, decode.acc_seg: 87.0497, aux.loss_ce: 0.1973, aux.acc_seg: 80.9982, loss: 0.5162 +2024-03-06 01:10:13,132 - mmseg - INFO - Iter [45350/160000] lr: 2.468e-05, eta: 16:14:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3071, decode.acc_seg: 87.7039, aux.loss_ce: 0.1896, aux.acc_seg: 82.2913, loss: 0.4967 +2024-03-06 01:10:37,863 - mmseg - INFO - Iter [45400/160000] lr: 2.467e-05, eta: 16:14:09, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3164, decode.acc_seg: 87.4834, aux.loss_ce: 0.1916, aux.acc_seg: 82.4141, loss: 0.5080 +2024-03-06 01:11:02,686 - mmseg - INFO - Iter [45450/160000] lr: 2.466e-05, eta: 16:13:41, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2993, decode.acc_seg: 88.1167, aux.loss_ce: 0.1849, aux.acc_seg: 82.8427, loss: 0.4842 +2024-03-06 01:11:30,632 - mmseg - INFO - Iter [45500/160000] lr: 2.464e-05, eta: 16:13:22, time: 0.559, data_time: 0.050, memory: 6292, decode.loss_ce: 0.3091, decode.acc_seg: 87.3148, aux.loss_ce: 0.1895, aux.acc_seg: 81.6773, loss: 0.4986 +2024-03-06 01:11:55,693 - mmseg - INFO - Iter [45550/160000] lr: 2.463e-05, eta: 16:12:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2988, decode.acc_seg: 87.9127, aux.loss_ce: 0.1873, aux.acc_seg: 82.5460, loss: 0.4861 +2024-03-06 01:12:20,511 - mmseg - INFO - Iter [45600/160000] lr: 2.462e-05, eta: 16:12:28, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2927, decode.acc_seg: 88.1857, aux.loss_ce: 0.1880, aux.acc_seg: 82.4596, loss: 0.4807 +2024-03-06 01:12:45,400 - mmseg - INFO - Iter [45650/160000] lr: 2.461e-05, eta: 16:12:01, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2970, decode.acc_seg: 88.0731, aux.loss_ce: 0.1817, aux.acc_seg: 82.7623, loss: 0.4787 +2024-03-06 01:13:10,324 - mmseg - INFO - Iter [45700/160000] lr: 2.460e-05, eta: 16:11:34, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2928, decode.acc_seg: 87.9957, aux.loss_ce: 0.1849, aux.acc_seg: 82.5597, loss: 0.4777 +2024-03-06 01:13:35,327 - mmseg - INFO - Iter [45750/160000] lr: 2.459e-05, eta: 16:11:08, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2971, decode.acc_seg: 88.2385, aux.loss_ce: 0.1845, aux.acc_seg: 82.9730, loss: 0.4815 +2024-03-06 01:14:00,472 - mmseg - INFO - Iter [45800/160000] lr: 2.458e-05, eta: 16:10:41, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2990, decode.acc_seg: 87.7849, aux.loss_ce: 0.1858, aux.acc_seg: 82.3637, loss: 0.4848 +2024-03-06 01:14:25,496 - mmseg - INFO - Iter [45850/160000] lr: 2.457e-05, eta: 16:10:14, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2984, decode.acc_seg: 87.9928, aux.loss_ce: 0.1866, aux.acc_seg: 82.4245, loss: 0.4850 +2024-03-06 01:14:50,406 - mmseg - INFO - Iter [45900/160000] lr: 2.456e-05, eta: 16:09:47, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2909, decode.acc_seg: 88.1723, aux.loss_ce: 0.1830, aux.acc_seg: 82.9389, loss: 0.4738 +2024-03-06 01:15:15,733 - mmseg - INFO - Iter [45950/160000] lr: 2.455e-05, eta: 16:09:22, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3233, decode.acc_seg: 87.0777, aux.loss_ce: 0.1913, aux.acc_seg: 82.1069, loss: 0.5147 +2024-03-06 01:15:40,602 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:15:40,603 - mmseg - INFO - Iter [46000/160000] lr: 2.454e-05, eta: 16:08:55, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3114, decode.acc_seg: 87.6026, aux.loss_ce: 0.1958, aux.acc_seg: 81.8052, loss: 0.5072 +2024-03-06 01:16:05,432 - mmseg - INFO - Iter [46050/160000] lr: 2.453e-05, eta: 16:08:27, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3001, decode.acc_seg: 87.9312, aux.loss_ce: 0.1857, aux.acc_seg: 82.6064, loss: 0.4858 +2024-03-06 01:16:30,436 - mmseg - INFO - Iter [46100/160000] lr: 2.452e-05, eta: 16:08:01, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2946, decode.acc_seg: 88.2605, aux.loss_ce: 0.1772, aux.acc_seg: 83.3586, loss: 0.4718 +2024-03-06 01:16:55,358 - mmseg - INFO - Iter [46150/160000] lr: 2.450e-05, eta: 16:07:34, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2925, decode.acc_seg: 87.9674, aux.loss_ce: 0.1823, aux.acc_seg: 82.9937, loss: 0.4748 +2024-03-06 01:17:19,929 - mmseg - INFO - Iter [46200/160000] lr: 2.449e-05, eta: 16:07:06, time: 0.491, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3024, decode.acc_seg: 87.6263, aux.loss_ce: 0.1861, aux.acc_seg: 82.4725, loss: 0.4885 +2024-03-06 01:17:44,969 - mmseg - INFO - Iter [46250/160000] lr: 2.448e-05, eta: 16:06:39, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3139, decode.acc_seg: 87.3010, aux.loss_ce: 0.1883, aux.acc_seg: 82.0932, loss: 0.5022 +2024-03-06 01:18:09,985 - mmseg - INFO - Iter [46300/160000] lr: 2.447e-05, eta: 16:06:13, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3216, decode.acc_seg: 87.6122, aux.loss_ce: 0.1885, aux.acc_seg: 82.7337, loss: 0.5101 +2024-03-06 01:18:34,852 - mmseg - INFO - Iter [46350/160000] lr: 2.446e-05, eta: 16:05:46, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3137, decode.acc_seg: 87.7453, aux.loss_ce: 0.1947, aux.acc_seg: 82.1388, loss: 0.5083 +2024-03-06 01:18:59,765 - mmseg - INFO - Iter [46400/160000] lr: 2.445e-05, eta: 16:05:19, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3153, decode.acc_seg: 87.2304, aux.loss_ce: 0.1864, aux.acc_seg: 82.3817, loss: 0.5016 +2024-03-06 01:19:24,656 - mmseg - INFO - Iter [46450/160000] lr: 2.444e-05, eta: 16:04:52, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2989, decode.acc_seg: 87.9123, aux.loss_ce: 0.1872, aux.acc_seg: 82.5239, loss: 0.4862 +2024-03-06 01:19:49,421 - mmseg - INFO - Iter [46500/160000] lr: 2.443e-05, eta: 16:04:24, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3051, decode.acc_seg: 87.6534, aux.loss_ce: 0.1847, aux.acc_seg: 82.6941, loss: 0.4898 +2024-03-06 01:20:14,176 - mmseg - INFO - Iter [46550/160000] lr: 2.442e-05, eta: 16:03:57, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3085, decode.acc_seg: 87.8125, aux.loss_ce: 0.1897, aux.acc_seg: 82.5613, loss: 0.4983 +2024-03-06 01:20:39,121 - mmseg - INFO - Iter [46600/160000] lr: 2.441e-05, eta: 16:03:30, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3196, decode.acc_seg: 87.3710, aux.loss_ce: 0.1991, aux.acc_seg: 81.7843, loss: 0.5187 +2024-03-06 01:21:04,110 - mmseg - INFO - Iter [46650/160000] lr: 2.440e-05, eta: 16:03:04, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2957, decode.acc_seg: 87.9628, aux.loss_ce: 0.1863, aux.acc_seg: 82.2068, loss: 0.4820 +2024-03-06 01:21:29,106 - mmseg - INFO - Iter [46700/160000] lr: 2.439e-05, eta: 16:02:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3131, decode.acc_seg: 87.1168, aux.loss_ce: 0.1925, aux.acc_seg: 81.7097, loss: 0.5055 +2024-03-06 01:21:57,149 - mmseg - INFO - Iter [46750/160000] lr: 2.438e-05, eta: 16:02:18, time: 0.561, data_time: 0.057, memory: 6292, decode.loss_ce: 0.2995, decode.acc_seg: 87.9856, aux.loss_ce: 0.1846, aux.acc_seg: 82.5982, loss: 0.4840 +2024-03-06 01:22:22,085 - mmseg - INFO - Iter [46800/160000] lr: 2.436e-05, eta: 16:01:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3061, decode.acc_seg: 87.4513, aux.loss_ce: 0.1911, aux.acc_seg: 81.8373, loss: 0.4972 +2024-03-06 01:22:46,840 - mmseg - INFO - Iter [46850/160000] lr: 2.435e-05, eta: 16:01:24, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2736, decode.acc_seg: 88.7842, aux.loss_ce: 0.1751, aux.acc_seg: 83.4304, loss: 0.4487 +2024-03-06 01:23:11,852 - mmseg - INFO - Iter [46900/160000] lr: 2.434e-05, eta: 16:00:57, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3117, decode.acc_seg: 87.3574, aux.loss_ce: 0.1970, aux.acc_seg: 81.6110, loss: 0.5087 +2024-03-06 01:23:36,583 - mmseg - INFO - Iter [46950/160000] lr: 2.433e-05, eta: 16:00:30, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2732, decode.acc_seg: 89.1858, aux.loss_ce: 0.1769, aux.acc_seg: 83.5735, loss: 0.4501 +2024-03-06 01:24:01,479 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:24:01,480 - mmseg - INFO - Iter [47000/160000] lr: 2.432e-05, eta: 16:00:03, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2886, decode.acc_seg: 88.3221, aux.loss_ce: 0.1790, aux.acc_seg: 83.2279, loss: 0.4676 +2024-03-06 01:24:26,520 - mmseg - INFO - Iter [47050/160000] lr: 2.431e-05, eta: 15:59:36, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2945, decode.acc_seg: 87.8607, aux.loss_ce: 0.1840, aux.acc_seg: 82.7384, loss: 0.4785 +2024-03-06 01:24:51,608 - mmseg - INFO - Iter [47100/160000] lr: 2.430e-05, eta: 15:59:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2866, decode.acc_seg: 88.3010, aux.loss_ce: 0.1720, aux.acc_seg: 83.7815, loss: 0.4586 +2024-03-06 01:25:16,597 - mmseg - INFO - Iter [47150/160000] lr: 2.429e-05, eta: 15:58:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2950, decode.acc_seg: 88.1638, aux.loss_ce: 0.1820, aux.acc_seg: 82.6917, loss: 0.4770 +2024-03-06 01:25:41,683 - mmseg - INFO - Iter [47200/160000] lr: 2.428e-05, eta: 15:58:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3012, decode.acc_seg: 87.6849, aux.loss_ce: 0.1941, aux.acc_seg: 81.5664, loss: 0.4954 +2024-03-06 01:26:06,664 - mmseg - INFO - Iter [47250/160000] lr: 2.427e-05, eta: 15:57:50, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3175, decode.acc_seg: 87.2752, aux.loss_ce: 0.1940, aux.acc_seg: 82.0177, loss: 0.5115 +2024-03-06 01:26:31,521 - mmseg - INFO - Iter [47300/160000] lr: 2.426e-05, eta: 15:57:23, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3109, decode.acc_seg: 87.6070, aux.loss_ce: 0.1841, aux.acc_seg: 82.6494, loss: 0.4950 +2024-03-06 01:26:56,387 - mmseg - INFO - Iter [47350/160000] lr: 2.425e-05, eta: 15:56:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3258, decode.acc_seg: 87.5037, aux.loss_ce: 0.1951, aux.acc_seg: 81.8406, loss: 0.5210 +2024-03-06 01:27:21,500 - mmseg - INFO - Iter [47400/160000] lr: 2.424e-05, eta: 15:56:30, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3054, decode.acc_seg: 87.6102, aux.loss_ce: 0.1889, aux.acc_seg: 82.1687, loss: 0.4943 +2024-03-06 01:27:46,460 - mmseg - INFO - Iter [47450/160000] lr: 2.422e-05, eta: 15:56:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2946, decode.acc_seg: 87.8830, aux.loss_ce: 0.1836, aux.acc_seg: 82.4566, loss: 0.4782 +2024-03-06 01:28:11,778 - mmseg - INFO - Iter [47500/160000] lr: 2.421e-05, eta: 15:55:37, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3043, decode.acc_seg: 87.9192, aux.loss_ce: 0.1931, aux.acc_seg: 82.2991, loss: 0.4974 +2024-03-06 01:28:36,915 - mmseg - INFO - Iter [47550/160000] lr: 2.420e-05, eta: 15:55:11, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2894, decode.acc_seg: 88.5763, aux.loss_ce: 0.1778, aux.acc_seg: 83.3326, loss: 0.4672 +2024-03-06 01:29:01,849 - mmseg - INFO - Iter [47600/160000] lr: 2.419e-05, eta: 15:54:44, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2937, decode.acc_seg: 88.3702, aux.loss_ce: 0.1867, aux.acc_seg: 82.6685, loss: 0.4804 +2024-03-06 01:29:27,023 - mmseg - INFO - Iter [47650/160000] lr: 2.418e-05, eta: 15:54:18, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3012, decode.acc_seg: 87.6456, aux.loss_ce: 0.1872, aux.acc_seg: 82.3518, loss: 0.4884 +2024-03-06 01:29:51,968 - mmseg - INFO - Iter [47700/160000] lr: 2.417e-05, eta: 15:53:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2942, decode.acc_seg: 88.0090, aux.loss_ce: 0.1875, aux.acc_seg: 82.7315, loss: 0.4817 +2024-03-06 01:30:16,712 - mmseg - INFO - Iter [47750/160000] lr: 2.416e-05, eta: 15:53:24, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3127, decode.acc_seg: 87.2668, aux.loss_ce: 0.1952, aux.acc_seg: 81.7304, loss: 0.5079 +2024-03-06 01:30:41,830 - mmseg - INFO - Iter [47800/160000] lr: 2.415e-05, eta: 15:52:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2998, decode.acc_seg: 87.7543, aux.loss_ce: 0.1894, aux.acc_seg: 81.8805, loss: 0.4892 +2024-03-06 01:31:06,955 - mmseg - INFO - Iter [47850/160000] lr: 2.414e-05, eta: 15:52:31, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3019, decode.acc_seg: 87.9789, aux.loss_ce: 0.1862, aux.acc_seg: 82.6438, loss: 0.4881 +2024-03-06 01:31:31,968 - mmseg - INFO - Iter [47900/160000] lr: 2.413e-05, eta: 15:52:04, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3026, decode.acc_seg: 87.6762, aux.loss_ce: 0.1831, aux.acc_seg: 82.6222, loss: 0.4857 +2024-03-06 01:31:57,024 - mmseg - INFO - Iter [47950/160000] lr: 2.412e-05, eta: 15:51:38, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2905, decode.acc_seg: 88.0711, aux.loss_ce: 0.1812, aux.acc_seg: 82.5355, loss: 0.4717 +2024-03-06 01:32:24,876 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:32:24,876 - mmseg - INFO - Iter [48000/160000] lr: 2.411e-05, eta: 15:51:18, time: 0.557, data_time: 0.065, memory: 6292, decode.loss_ce: 0.2974, decode.acc_seg: 87.8446, aux.loss_ce: 0.1799, aux.acc_seg: 82.9659, loss: 0.4772 +2024-03-06 01:34:00,900 - mmseg - INFO - per class results: +2024-03-06 01:34:00,909 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 74.2 | 85.06 | +| building | 81.84 | 91.66 | +| sky | 93.89 | 97.18 | +| floor | 79.43 | 89.45 | +| tree | 73.48 | 87.46 | +| ceiling | 81.25 | 92.34 | +| road | 81.53 | 91.17 | +| bed | 85.25 | 93.54 | +| windowpane | 59.32 | 78.07 | +| grass | 67.57 | 81.14 | +| cabinet | 56.93 | 68.72 | +| sidewalk | 61.85 | 74.26 | +| person | 79.3 | 91.61 | +| earth | 37.33 | 54.48 | +| door | 42.67 | 63.01 | +| table | 55.18 | 72.5 | +| mountain | 54.82 | 74.43 | +| plant | 53.83 | 65.56 | +| curtain | 71.58 | 83.52 | +| chair | 52.58 | 65.12 | +| car | 82.33 | 91.28 | +| water | 50.25 | 62.8 | +| painting | 68.69 | 85.28 | +| sofa | 61.0 | 76.3 | +| shelf | 38.99 | 59.8 | +| house | 45.78 | 69.91 | +| sea | 51.45 | 80.18 | +| mirror | 60.44 | 67.71 | +| rug | 55.15 | 63.63 | +| field | 28.6 | 41.89 | +| armchair | 38.94 | 58.38 | +| seat | 56.51 | 74.14 | +| fence | 39.54 | 56.82 | +| desk | 45.7 | 63.31 | +| rock | 38.46 | 62.27 | +| wardrobe | 40.74 | 52.73 | +| lamp | 58.83 | 77.12 | +| bathtub | 65.84 | 68.17 | +| railing | 34.65 | 46.82 | +| cushion | 51.27 | 62.81 | +| base | 29.72 | 41.12 | +| box | 20.42 | 27.26 | +| column | 37.24 | 60.59 | +| signboard | 36.67 | 50.53 | +| chest of drawers | 36.47 | 52.43 | +| counter | 16.7 | 21.99 | +| sand | 38.7 | 54.25 | +| sink | 67.38 | 80.62 | +| skyscraper | 59.82 | 71.89 | +| fireplace | 68.55 | 87.38 | +| refrigerator | 71.02 | 83.85 | +| grandstand | 38.74 | 67.6 | +| path | 25.08 | 36.65 | +| stairs | 25.03 | 30.52 | +| runway | 63.99 | 83.21 | +| case | 40.69 | 48.26 | +| pool table | 88.06 | 96.5 | +| pillow | 54.04 | 76.75 | +| screen door | 47.37 | 55.63 | +| stairway | 31.57 | 45.18 | +| river | 14.24 | 30.34 | +| bridge | 52.39 | 67.67 | +| bookcase | 36.2 | 56.16 | +| blind | 33.73 | 38.69 | +| coffee table | 55.87 | 69.92 | +| toilet | 81.72 | 88.17 | +| flower | 39.37 | 46.18 | +| book | 47.04 | 68.18 | +| hill | 5.14 | 6.58 | +| bench | 37.45 | 48.05 | +| countertop | 52.87 | 70.44 | +| stove | 65.48 | 79.42 | +| palm | 46.29 | 79.94 | +| kitchen island | 33.9 | 71.61 | +| computer | 63.63 | 74.82 | +| swivel chair | 36.69 | 52.42 | +| boat | 68.12 | 81.91 | +| bar | 17.19 | 22.85 | +| arcade machine | 59.79 | 63.98 | +| hovel | 22.71 | 36.98 | +| bus | 77.34 | 92.47 | +| towel | 55.77 | 64.44 | +| light | 50.54 | 56.33 | +| truck | 12.63 | 15.07 | +| tower | 45.1 | 56.53 | +| chandelier | 63.46 | 79.85 | +| awning | 23.34 | 29.49 | +| streetlight | 22.64 | 31.63 | +| booth | 40.74 | 42.86 | +| television receiver | 60.3 | 85.63 | +| airplane | 52.22 | 62.9 | +| dirt track | 2.96 | 4.51 | +| apparel | 36.28 | 58.52 | +| pole | 11.78 | 14.49 | +| land | 0.85 | 1.1 | +| bannister | 10.38 | 13.06 | +| escalator | 33.09 | 37.77 | +| ottoman | 39.64 | 53.81 | +| bottle | 35.81 | 62.75 | +| buffet | 47.02 | 63.27 | +| poster | 25.14 | 31.09 | +| stage | 15.13 | 22.36 | +| van | 38.31 | 48.16 | +| ship | 64.26 | 95.29 | +| fountain | 7.43 | 8.1 | +| conveyer belt | 73.39 | 90.42 | +| canopy | 20.01 | 24.33 | +| washer | 68.2 | 69.66 | +| plaything | 19.06 | 25.46 | +| swimming pool | 25.28 | 51.49 | +| stool | 37.73 | 59.02 | +| barrel | 44.47 | 50.34 | +| basket | 31.24 | 40.12 | +| waterfall | 55.82 | 60.0 | +| tent | 88.5 | 99.13 | +| bag | 9.15 | 11.62 | +| minibike | 57.49 | 73.94 | +| cradle | 78.54 | 95.2 | +| oven | 33.37 | 58.07 | +| ball | 44.26 | 48.48 | +| food | 51.93 | 59.8 | +| step | 6.73 | 7.13 | +| tank | 34.02 | 35.63 | +| trade name | 11.49 | 12.03 | +| microwave | 63.97 | 69.73 | +| pot | 36.83 | 43.15 | +| animal | 59.44 | 64.19 | +| bicycle | 50.58 | 70.68 | +| lake | 53.49 | 62.53 | +| dishwasher | 54.0 | 65.55 | +| screen | 57.03 | 81.45 | +| blanket | 11.17 | 14.35 | +| sculpture | 51.15 | 69.19 | +| hood | 55.14 | 69.0 | +| sconce | 30.48 | 38.65 | +| vase | 34.35 | 46.84 | +| traffic light | 26.64 | 42.51 | +| tray | 8.95 | 22.5 | +| ashcan | 30.02 | 46.9 | +| fan | 48.08 | 56.88 | +| pier | 44.41 | 53.11 | +| crt screen | 8.21 | 15.4 | +| plate | 45.09 | 55.94 | +| monitor | 23.75 | 34.08 | +| bulletin board | 34.29 | 47.74 | +| shower | 0.0 | 0.0 | +| radiator | 51.81 | 56.98 | +| glass | 13.65 | 14.95 | +| clock | 28.95 | 31.73 | +| flag | 41.14 | 45.83 | ++---------------------+-------+-------+ +2024-03-06 01:34:00,909 - mmseg - INFO - Summary: +2024-03-06 01:34:00,910 - mmseg - INFO - ++-------+------+-------+ +| aAcc | mIoU | mAcc | ++-------+------+-------+ +| 81.22 | 45.0 | 57.14 | ++-------+------+-------+ +2024-03-06 01:34:00,922 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:34:00,923 - mmseg - INFO - Iter(val) [500] aAcc: 0.8122, mIoU: 0.4500, mAcc: 0.5714, IoU.wall: 0.7420, IoU.building: 0.8184, IoU.sky: 0.9389, IoU.floor: 0.7943, IoU.tree: 0.7348, IoU.ceiling: 0.8125, IoU.road: 0.8153, IoU.bed : 0.8525, IoU.windowpane: 0.5932, IoU.grass: 0.6757, IoU.cabinet: 0.5693, IoU.sidewalk: 0.6185, IoU.person: 0.7930, IoU.earth: 0.3733, IoU.door: 0.4267, IoU.table: 0.5518, IoU.mountain: 0.5482, IoU.plant: 0.5383, IoU.curtain: 0.7158, IoU.chair: 0.5258, IoU.car: 0.8233, IoU.water: 0.5025, IoU.painting: 0.6869, IoU.sofa: 0.6100, IoU.shelf: 0.3899, IoU.house: 0.4578, IoU.sea: 0.5145, IoU.mirror: 0.6044, IoU.rug: 0.5515, IoU.field: 0.2860, IoU.armchair: 0.3894, IoU.seat: 0.5651, IoU.fence: 0.3954, IoU.desk: 0.4570, IoU.rock: 0.3846, IoU.wardrobe: 0.4074, IoU.lamp: 0.5883, IoU.bathtub: 0.6584, IoU.railing: 0.3465, IoU.cushion: 0.5127, IoU.base: 0.2972, IoU.box: 0.2042, IoU.column: 0.3724, IoU.signboard: 0.3667, IoU.chest of drawers: 0.3647, IoU.counter: 0.1670, IoU.sand: 0.3870, IoU.sink: 0.6738, IoU.skyscraper: 0.5982, IoU.fireplace: 0.6855, IoU.refrigerator: 0.7102, IoU.grandstand: 0.3874, IoU.path: 0.2508, IoU.stairs: 0.2503, IoU.runway: 0.6399, IoU.case: 0.4069, IoU.pool table: 0.8806, IoU.pillow: 0.5404, IoU.screen door: 0.4737, IoU.stairway: 0.3157, IoU.river: 0.1424, IoU.bridge: 0.5239, IoU.bookcase: 0.3620, IoU.blind: 0.3373, IoU.coffee table: 0.5587, IoU.toilet: 0.8172, IoU.flower: 0.3937, IoU.book: 0.4704, IoU.hill: 0.0514, IoU.bench: 0.3745, IoU.countertop: 0.5287, IoU.stove: 0.6548, IoU.palm: 0.4629, IoU.kitchen island: 0.3390, IoU.computer: 0.6363, IoU.swivel chair: 0.3669, IoU.boat: 0.6812, IoU.bar: 0.1719, IoU.arcade machine: 0.5979, IoU.hovel: 0.2271, IoU.bus: 0.7734, IoU.towel: 0.5577, IoU.light: 0.5054, IoU.truck: 0.1263, IoU.tower: 0.4510, IoU.chandelier: 0.6346, IoU.awning: 0.2334, IoU.streetlight: 0.2264, IoU.booth: 0.4074, IoU.television receiver: 0.6030, IoU.airplane: 0.5222, IoU.dirt track: 0.0296, IoU.apparel: 0.3628, IoU.pole: 0.1178, IoU.land: 0.0085, IoU.bannister: 0.1038, IoU.escalator: 0.3309, IoU.ottoman: 0.3964, IoU.bottle: 0.3581, IoU.buffet: 0.4702, IoU.poster: 0.2514, IoU.stage: 0.1513, IoU.van: 0.3831, IoU.ship: 0.6426, IoU.fountain: 0.0743, IoU.conveyer belt: 0.7339, IoU.canopy: 0.2001, IoU.washer: 0.6820, IoU.plaything: 0.1906, IoU.swimming pool: 0.2528, IoU.stool: 0.3773, IoU.barrel: 0.4447, IoU.basket: 0.3124, IoU.waterfall: 0.5582, IoU.tent: 0.8850, IoU.bag: 0.0915, IoU.minibike: 0.5749, IoU.cradle: 0.7854, IoU.oven: 0.3337, IoU.ball: 0.4426, IoU.food: 0.5193, IoU.step: 0.0673, IoU.tank: 0.3402, IoU.trade name: 0.1149, IoU.microwave: 0.6397, IoU.pot: 0.3683, IoU.animal: 0.5944, IoU.bicycle: 0.5058, IoU.lake: 0.5349, IoU.dishwasher: 0.5400, IoU.screen: 0.5703, IoU.blanket: 0.1117, IoU.sculpture: 0.5115, IoU.hood: 0.5514, IoU.sconce: 0.3048, IoU.vase: 0.3435, IoU.traffic light: 0.2664, IoU.tray: 0.0895, IoU.ashcan: 0.3002, IoU.fan: 0.4808, IoU.pier: 0.4441, IoU.crt screen: 0.0821, IoU.plate: 0.4509, IoU.monitor: 0.2375, IoU.bulletin board: 0.3429, IoU.shower: 0.0000, IoU.radiator: 0.5181, IoU.glass: 0.1365, IoU.clock: 0.2895, IoU.flag: 0.4114, Acc.wall: 0.8506, Acc.building: 0.9166, Acc.sky: 0.9718, Acc.floor: 0.8945, Acc.tree: 0.8746, Acc.ceiling: 0.9234, Acc.road: 0.9117, Acc.bed : 0.9354, Acc.windowpane: 0.7807, Acc.grass: 0.8114, Acc.cabinet: 0.6872, Acc.sidewalk: 0.7426, Acc.person: 0.9161, Acc.earth: 0.5448, Acc.door: 0.6301, Acc.table: 0.7250, Acc.mountain: 0.7443, Acc.plant: 0.6556, Acc.curtain: 0.8352, Acc.chair: 0.6512, Acc.car: 0.9128, Acc.water: 0.6280, Acc.painting: 0.8528, Acc.sofa: 0.7630, Acc.shelf: 0.5980, Acc.house: 0.6991, Acc.sea: 0.8018, Acc.mirror: 0.6771, Acc.rug: 0.6363, Acc.field: 0.4189, Acc.armchair: 0.5838, Acc.seat: 0.7414, Acc.fence: 0.5682, Acc.desk: 0.6331, Acc.rock: 0.6227, Acc.wardrobe: 0.5273, Acc.lamp: 0.7712, Acc.bathtub: 0.6817, Acc.railing: 0.4682, Acc.cushion: 0.6281, Acc.base: 0.4112, Acc.box: 0.2726, Acc.column: 0.6059, Acc.signboard: 0.5053, Acc.chest of drawers: 0.5243, Acc.counter: 0.2199, Acc.sand: 0.5425, Acc.sink: 0.8062, Acc.skyscraper: 0.7189, Acc.fireplace: 0.8738, Acc.refrigerator: 0.8385, Acc.grandstand: 0.6760, Acc.path: 0.3665, Acc.stairs: 0.3052, Acc.runway: 0.8321, Acc.case: 0.4826, Acc.pool table: 0.9650, Acc.pillow: 0.7675, Acc.screen door: 0.5563, Acc.stairway: 0.4518, Acc.river: 0.3034, Acc.bridge: 0.6767, Acc.bookcase: 0.5616, Acc.blind: 0.3869, Acc.coffee table: 0.6992, Acc.toilet: 0.8817, Acc.flower: 0.4618, Acc.book: 0.6818, Acc.hill: 0.0658, Acc.bench: 0.4805, Acc.countertop: 0.7044, Acc.stove: 0.7942, Acc.palm: 0.7994, Acc.kitchen island: 0.7161, Acc.computer: 0.7482, Acc.swivel chair: 0.5242, Acc.boat: 0.8191, Acc.bar: 0.2285, Acc.arcade machine: 0.6398, Acc.hovel: 0.3698, Acc.bus: 0.9247, Acc.towel: 0.6444, Acc.light: 0.5633, Acc.truck: 0.1507, Acc.tower: 0.5653, Acc.chandelier: 0.7985, Acc.awning: 0.2949, Acc.streetlight: 0.3163, Acc.booth: 0.4286, Acc.television receiver: 0.8563, Acc.airplane: 0.6290, Acc.dirt track: 0.0451, Acc.apparel: 0.5852, Acc.pole: 0.1449, Acc.land: 0.0110, Acc.bannister: 0.1306, Acc.escalator: 0.3777, Acc.ottoman: 0.5381, Acc.bottle: 0.6275, Acc.buffet: 0.6327, Acc.poster: 0.3109, Acc.stage: 0.2236, Acc.van: 0.4816, Acc.ship: 0.9529, Acc.fountain: 0.0810, Acc.conveyer belt: 0.9042, Acc.canopy: 0.2433, Acc.washer: 0.6966, Acc.plaything: 0.2546, Acc.swimming pool: 0.5149, Acc.stool: 0.5902, Acc.barrel: 0.5034, Acc.basket: 0.4012, Acc.waterfall: 0.6000, Acc.tent: 0.9913, Acc.bag: 0.1162, Acc.minibike: 0.7394, Acc.cradle: 0.9520, Acc.oven: 0.5807, Acc.ball: 0.4848, Acc.food: 0.5980, Acc.step: 0.0713, Acc.tank: 0.3563, Acc.trade name: 0.1203, Acc.microwave: 0.6973, Acc.pot: 0.4315, Acc.animal: 0.6419, Acc.bicycle: 0.7068, Acc.lake: 0.6253, Acc.dishwasher: 0.6555, Acc.screen: 0.8145, Acc.blanket: 0.1435, Acc.sculpture: 0.6919, Acc.hood: 0.6900, Acc.sconce: 0.3865, Acc.vase: 0.4684, Acc.traffic light: 0.4251, Acc.tray: 0.2250, Acc.ashcan: 0.4690, Acc.fan: 0.5688, Acc.pier: 0.5311, Acc.crt screen: 0.1540, Acc.plate: 0.5594, Acc.monitor: 0.3408, Acc.bulletin board: 0.4774, Acc.shower: 0.0000, Acc.radiator: 0.5698, Acc.glass: 0.1495, Acc.clock: 0.3173, Acc.flag: 0.4583 +2024-03-06 01:34:25,879 - mmseg - INFO - Iter [48050/160000] lr: 2.410e-05, eta: 15:54:35, time: 2.420, data_time: 1.928, memory: 6292, decode.loss_ce: 0.2787, decode.acc_seg: 88.6383, aux.loss_ce: 0.1682, aux.acc_seg: 83.8671, loss: 0.4469 +2024-03-06 01:34:50,741 - mmseg - INFO - Iter [48100/160000] lr: 2.408e-05, eta: 15:54:08, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2795, decode.acc_seg: 88.3932, aux.loss_ce: 0.1757, aux.acc_seg: 83.0408, loss: 0.4552 +2024-03-06 01:35:15,905 - mmseg - INFO - Iter [48150/160000] lr: 2.407e-05, eta: 15:53:41, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2901, decode.acc_seg: 88.0831, aux.loss_ce: 0.1854, aux.acc_seg: 82.4189, loss: 0.4755 +2024-03-06 01:35:40,989 - mmseg - INFO - Iter [48200/160000] lr: 2.406e-05, eta: 15:53:15, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3052, decode.acc_seg: 87.5258, aux.loss_ce: 0.1963, aux.acc_seg: 81.9205, loss: 0.5015 +2024-03-06 01:36:05,976 - mmseg - INFO - Iter [48250/160000] lr: 2.405e-05, eta: 15:52:48, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3012, decode.acc_seg: 87.8238, aux.loss_ce: 0.1945, aux.acc_seg: 81.7094, loss: 0.4958 +2024-03-06 01:36:30,870 - mmseg - INFO - Iter [48300/160000] lr: 2.404e-05, eta: 15:52:20, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2758, decode.acc_seg: 88.6832, aux.loss_ce: 0.1731, aux.acc_seg: 83.3213, loss: 0.4488 +2024-03-06 01:36:55,836 - mmseg - INFO - Iter [48350/160000] lr: 2.403e-05, eta: 15:51:54, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3136, decode.acc_seg: 87.4558, aux.loss_ce: 0.1995, aux.acc_seg: 81.4405, loss: 0.5132 +2024-03-06 01:37:20,908 - mmseg - INFO - Iter [48400/160000] lr: 2.402e-05, eta: 15:51:27, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2962, decode.acc_seg: 87.9714, aux.loss_ce: 0.1843, aux.acc_seg: 82.5377, loss: 0.4805 +2024-03-06 01:37:45,766 - mmseg - INFO - Iter [48450/160000] lr: 2.401e-05, eta: 15:51:00, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3026, decode.acc_seg: 87.7365, aux.loss_ce: 0.1826, aux.acc_seg: 82.6140, loss: 0.4853 +2024-03-06 01:38:10,819 - mmseg - INFO - Iter [48500/160000] lr: 2.400e-05, eta: 15:50:33, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2802, decode.acc_seg: 88.1652, aux.loss_ce: 0.1717, aux.acc_seg: 83.2617, loss: 0.4519 +2024-03-06 01:38:35,911 - mmseg - INFO - Iter [48550/160000] lr: 2.399e-05, eta: 15:50:06, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2977, decode.acc_seg: 87.9282, aux.loss_ce: 0.1895, aux.acc_seg: 81.7765, loss: 0.4872 +2024-03-06 01:39:00,753 - mmseg - INFO - Iter [48600/160000] lr: 2.398e-05, eta: 15:49:39, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2987, decode.acc_seg: 87.9794, aux.loss_ce: 0.1860, aux.acc_seg: 82.3789, loss: 0.4847 +2024-03-06 01:39:25,425 - mmseg - INFO - Iter [48650/160000] lr: 2.397e-05, eta: 15:49:11, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3008, decode.acc_seg: 87.9224, aux.loss_ce: 0.1848, aux.acc_seg: 82.7919, loss: 0.4856 +2024-03-06 01:39:50,438 - mmseg - INFO - Iter [48700/160000] lr: 2.396e-05, eta: 15:48:44, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3024, decode.acc_seg: 87.7089, aux.loss_ce: 0.1893, aux.acc_seg: 82.4258, loss: 0.4917 +2024-03-06 01:40:15,513 - mmseg - INFO - Iter [48750/160000] lr: 2.394e-05, eta: 15:48:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2710, decode.acc_seg: 88.8103, aux.loss_ce: 0.1715, aux.acc_seg: 83.6098, loss: 0.4424 +2024-03-06 01:40:40,580 - mmseg - INFO - Iter [48800/160000] lr: 2.393e-05, eta: 15:47:51, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2780, decode.acc_seg: 88.6736, aux.loss_ce: 0.1747, aux.acc_seg: 83.6733, loss: 0.4527 +2024-03-06 01:41:05,704 - mmseg - INFO - Iter [48850/160000] lr: 2.392e-05, eta: 15:47:24, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2885, decode.acc_seg: 88.5272, aux.loss_ce: 0.1788, aux.acc_seg: 83.3887, loss: 0.4674 +2024-03-06 01:41:30,669 - mmseg - INFO - Iter [48900/160000] lr: 2.391e-05, eta: 15:46:57, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2770, decode.acc_seg: 88.6844, aux.loss_ce: 0.1704, aux.acc_seg: 83.8530, loss: 0.4474 +2024-03-06 01:41:55,707 - mmseg - INFO - Iter [48950/160000] lr: 2.390e-05, eta: 15:46:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2894, decode.acc_seg: 88.2642, aux.loss_ce: 0.1884, aux.acc_seg: 82.5625, loss: 0.4778 +2024-03-06 01:42:20,743 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:42:20,744 - mmseg - INFO - Iter [49000/160000] lr: 2.389e-05, eta: 15:46:04, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2960, decode.acc_seg: 87.8236, aux.loss_ce: 0.1865, aux.acc_seg: 82.1864, loss: 0.4826 +2024-03-06 01:42:45,881 - mmseg - INFO - Iter [49050/160000] lr: 2.388e-05, eta: 15:45:37, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3005, decode.acc_seg: 87.6906, aux.loss_ce: 0.1783, aux.acc_seg: 83.0265, loss: 0.4788 +2024-03-06 01:43:10,834 - mmseg - INFO - Iter [49100/160000] lr: 2.387e-05, eta: 15:45:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2884, decode.acc_seg: 88.3727, aux.loss_ce: 0.1802, aux.acc_seg: 83.0947, loss: 0.4687 +2024-03-06 01:43:35,875 - mmseg - INFO - Iter [49150/160000] lr: 2.386e-05, eta: 15:44:44, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2887, decode.acc_seg: 88.5437, aux.loss_ce: 0.1798, aux.acc_seg: 83.1007, loss: 0.4684 +2024-03-06 01:44:00,988 - mmseg - INFO - Iter [49200/160000] lr: 2.385e-05, eta: 15:44:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3075, decode.acc_seg: 87.4982, aux.loss_ce: 0.1830, aux.acc_seg: 82.7399, loss: 0.4906 +2024-03-06 01:44:25,969 - mmseg - INFO - Iter [49250/160000] lr: 2.384e-05, eta: 15:43:50, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2873, decode.acc_seg: 88.3256, aux.loss_ce: 0.1794, aux.acc_seg: 83.1662, loss: 0.4668 +2024-03-06 01:44:54,005 - mmseg - INFO - Iter [49300/160000] lr: 2.383e-05, eta: 15:43:30, time: 0.561, data_time: 0.060, memory: 6292, decode.loss_ce: 0.3057, decode.acc_seg: 87.7991, aux.loss_ce: 0.1852, aux.acc_seg: 82.4513, loss: 0.4909 +2024-03-06 01:45:19,006 - mmseg - INFO - Iter [49350/160000] lr: 2.382e-05, eta: 15:43:03, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2892, decode.acc_seg: 88.5245, aux.loss_ce: 0.1796, aux.acc_seg: 83.1560, loss: 0.4688 +2024-03-06 01:45:43,846 - mmseg - INFO - Iter [49400/160000] lr: 2.381e-05, eta: 15:42:36, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2835, decode.acc_seg: 88.5483, aux.loss_ce: 0.1759, aux.acc_seg: 83.4697, loss: 0.4595 +2024-03-06 01:46:08,774 - mmseg - INFO - Iter [49450/160000] lr: 2.379e-05, eta: 15:42:09, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3027, decode.acc_seg: 87.7474, aux.loss_ce: 0.1846, aux.acc_seg: 82.8180, loss: 0.4873 +2024-03-06 01:46:33,930 - mmseg - INFO - Iter [49500/160000] lr: 2.378e-05, eta: 15:41:42, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2887, decode.acc_seg: 88.0952, aux.loss_ce: 0.1835, aux.acc_seg: 82.5668, loss: 0.4722 +2024-03-06 01:46:58,886 - mmseg - INFO - Iter [49550/160000] lr: 2.377e-05, eta: 15:41:16, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2862, decode.acc_seg: 88.2448, aux.loss_ce: 0.1789, aux.acc_seg: 83.0575, loss: 0.4651 +2024-03-06 01:47:23,805 - mmseg - INFO - Iter [49600/160000] lr: 2.376e-05, eta: 15:40:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2725, decode.acc_seg: 89.0698, aux.loss_ce: 0.1724, aux.acc_seg: 83.7590, loss: 0.4449 +2024-03-06 01:47:48,688 - mmseg - INFO - Iter [49650/160000] lr: 2.375e-05, eta: 15:40:21, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2886, decode.acc_seg: 88.6078, aux.loss_ce: 0.1807, aux.acc_seg: 83.5339, loss: 0.4693 +2024-03-06 01:48:13,681 - mmseg - INFO - Iter [49700/160000] lr: 2.374e-05, eta: 15:39:55, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.3094, decode.acc_seg: 87.5795, aux.loss_ce: 0.1856, aux.acc_seg: 82.7680, loss: 0.4949 +2024-03-06 01:48:38,500 - mmseg - INFO - Iter [49750/160000] lr: 2.373e-05, eta: 15:39:27, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2926, decode.acc_seg: 88.1341, aux.loss_ce: 0.1866, aux.acc_seg: 82.3855, loss: 0.4792 +2024-03-06 01:49:03,320 - mmseg - INFO - Iter [49800/160000] lr: 2.372e-05, eta: 15:39:00, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2813, decode.acc_seg: 88.6025, aux.loss_ce: 0.1743, aux.acc_seg: 83.6962, loss: 0.4557 +2024-03-06 01:49:28,225 - mmseg - INFO - Iter [49850/160000] lr: 2.371e-05, eta: 15:38:33, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2993, decode.acc_seg: 88.1497, aux.loss_ce: 0.1825, aux.acc_seg: 82.8701, loss: 0.4818 +2024-03-06 01:49:53,197 - mmseg - INFO - Iter [49900/160000] lr: 2.370e-05, eta: 15:38:06, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2833, decode.acc_seg: 88.4698, aux.loss_ce: 0.1769, aux.acc_seg: 83.0261, loss: 0.4602 +2024-03-06 01:50:18,121 - mmseg - INFO - Iter [49950/160000] lr: 2.369e-05, eta: 15:37:39, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2939, decode.acc_seg: 88.0980, aux.loss_ce: 0.1813, aux.acc_seg: 82.9193, loss: 0.4752 +2024-03-06 01:50:43,069 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:50:43,069 - mmseg - INFO - Iter [50000/160000] lr: 2.368e-05, eta: 15:37:12, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.3034, decode.acc_seg: 88.1922, aux.loss_ce: 0.1903, aux.acc_seg: 82.6895, loss: 0.4937 +2024-03-06 01:51:08,008 - mmseg - INFO - Iter [50050/160000] lr: 2.367e-05, eta: 15:36:45, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3003, decode.acc_seg: 87.6356, aux.loss_ce: 0.1845, aux.acc_seg: 82.3704, loss: 0.4848 +2024-03-06 01:51:33,023 - mmseg - INFO - Iter [50100/160000] lr: 2.365e-05, eta: 15:36:19, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2815, decode.acc_seg: 88.6174, aux.loss_ce: 0.1824, aux.acc_seg: 83.1122, loss: 0.4640 +2024-03-06 01:51:57,971 - mmseg - INFO - Iter [50150/160000] lr: 2.364e-05, eta: 15:35:52, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2819, decode.acc_seg: 88.8549, aux.loss_ce: 0.1842, aux.acc_seg: 82.8165, loss: 0.4662 +2024-03-06 01:52:22,903 - mmseg - INFO - Iter [50200/160000] lr: 2.363e-05, eta: 15:35:25, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2823, decode.acc_seg: 88.5883, aux.loss_ce: 0.1741, aux.acc_seg: 83.5201, loss: 0.4564 +2024-03-06 01:52:47,945 - mmseg - INFO - Iter [50250/160000] lr: 2.362e-05, eta: 15:34:58, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3076, decode.acc_seg: 87.7580, aux.loss_ce: 0.1898, aux.acc_seg: 82.5311, loss: 0.4973 +2024-03-06 01:53:12,850 - mmseg - INFO - Iter [50300/160000] lr: 2.361e-05, eta: 15:34:31, time: 0.498, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2861, decode.acc_seg: 87.9870, aux.loss_ce: 0.1788, aux.acc_seg: 82.3543, loss: 0.4649 +2024-03-06 01:53:37,837 - mmseg - INFO - Iter [50350/160000] lr: 2.360e-05, eta: 15:34:04, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2794, decode.acc_seg: 88.6247, aux.loss_ce: 0.1796, aux.acc_seg: 82.9757, loss: 0.4590 +2024-03-06 01:54:02,830 - mmseg - INFO - Iter [50400/160000] lr: 2.359e-05, eta: 15:33:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2845, decode.acc_seg: 88.2537, aux.loss_ce: 0.1801, aux.acc_seg: 83.0086, loss: 0.4646 +2024-03-06 01:54:28,012 - mmseg - INFO - Iter [50450/160000] lr: 2.358e-05, eta: 15:33:11, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2935, decode.acc_seg: 88.4049, aux.loss_ce: 0.1763, aux.acc_seg: 83.4156, loss: 0.4699 +2024-03-06 01:54:52,858 - mmseg - INFO - Iter [50500/160000] lr: 2.357e-05, eta: 15:32:44, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2995, decode.acc_seg: 87.8118, aux.loss_ce: 0.1859, aux.acc_seg: 82.8936, loss: 0.4855 +2024-03-06 01:55:21,009 - mmseg - INFO - Iter [50550/160000] lr: 2.356e-05, eta: 15:32:24, time: 0.563, data_time: 0.064, memory: 6292, decode.loss_ce: 0.3020, decode.acc_seg: 88.1598, aux.loss_ce: 0.1903, aux.acc_seg: 82.9028, loss: 0.4923 +2024-03-06 01:55:45,989 - mmseg - INFO - Iter [50600/160000] lr: 2.355e-05, eta: 15:31:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2787, decode.acc_seg: 88.7181, aux.loss_ce: 0.1779, aux.acc_seg: 83.3740, loss: 0.4566 +2024-03-06 01:56:10,640 - mmseg - INFO - Iter [50650/160000] lr: 2.354e-05, eta: 15:31:30, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2833, decode.acc_seg: 88.4005, aux.loss_ce: 0.1786, aux.acc_seg: 83.1345, loss: 0.4619 +2024-03-06 01:56:35,311 - mmseg - INFO - Iter [50700/160000] lr: 2.353e-05, eta: 15:31:02, time: 0.493, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2793, decode.acc_seg: 88.9994, aux.loss_ce: 0.1793, aux.acc_seg: 83.3257, loss: 0.4586 +2024-03-06 01:57:00,438 - mmseg - INFO - Iter [50750/160000] lr: 2.351e-05, eta: 15:30:36, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2792, decode.acc_seg: 88.4875, aux.loss_ce: 0.1750, aux.acc_seg: 83.3392, loss: 0.4543 +2024-03-06 01:57:25,374 - mmseg - INFO - Iter [50800/160000] lr: 2.350e-05, eta: 15:30:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2773, decode.acc_seg: 88.7522, aux.loss_ce: 0.1771, aux.acc_seg: 83.3475, loss: 0.4544 +2024-03-06 01:57:50,427 - mmseg - INFO - Iter [50850/160000] lr: 2.349e-05, eta: 15:29:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2880, decode.acc_seg: 87.9492, aux.loss_ce: 0.1856, aux.acc_seg: 82.5088, loss: 0.4735 +2024-03-06 01:58:15,404 - mmseg - INFO - Iter [50900/160000] lr: 2.348e-05, eta: 15:29:16, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3017, decode.acc_seg: 87.7919, aux.loss_ce: 0.1852, aux.acc_seg: 82.8199, loss: 0.4869 +2024-03-06 01:58:40,413 - mmseg - INFO - Iter [50950/160000] lr: 2.347e-05, eta: 15:28:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2874, decode.acc_seg: 87.8196, aux.loss_ce: 0.1740, aux.acc_seg: 82.9686, loss: 0.4613 +2024-03-06 01:59:05,461 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 01:59:05,462 - mmseg - INFO - Iter [51000/160000] lr: 2.346e-05, eta: 15:28:22, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2807, decode.acc_seg: 88.7970, aux.loss_ce: 0.1821, aux.acc_seg: 82.9599, loss: 0.4628 +2024-03-06 01:59:30,668 - mmseg - INFO - Iter [51050/160000] lr: 2.345e-05, eta: 15:27:56, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2974, decode.acc_seg: 87.8899, aux.loss_ce: 0.1743, aux.acc_seg: 83.2892, loss: 0.4717 +2024-03-06 01:59:55,353 - mmseg - INFO - Iter [51100/160000] lr: 2.344e-05, eta: 15:27:29, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2857, decode.acc_seg: 87.9304, aux.loss_ce: 0.1806, aux.acc_seg: 82.3628, loss: 0.4663 +2024-03-06 02:00:20,472 - mmseg - INFO - Iter [51150/160000] lr: 2.343e-05, eta: 15:27:02, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2784, decode.acc_seg: 88.6561, aux.loss_ce: 0.1731, aux.acc_seg: 83.6846, loss: 0.4516 +2024-03-06 02:00:45,453 - mmseg - INFO - Iter [51200/160000] lr: 2.342e-05, eta: 15:26:35, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2949, decode.acc_seg: 87.8632, aux.loss_ce: 0.1837, aux.acc_seg: 82.2909, loss: 0.4786 +2024-03-06 02:01:10,442 - mmseg - INFO - Iter [51250/160000] lr: 2.341e-05, eta: 15:26:09, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2917, decode.acc_seg: 88.1973, aux.loss_ce: 0.1826, aux.acc_seg: 82.8720, loss: 0.4743 +2024-03-06 02:01:35,432 - mmseg - INFO - Iter [51300/160000] lr: 2.340e-05, eta: 15:25:42, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2904, decode.acc_seg: 88.2235, aux.loss_ce: 0.1889, aux.acc_seg: 82.0091, loss: 0.4793 +2024-03-06 02:02:00,360 - mmseg - INFO - Iter [51350/160000] lr: 2.339e-05, eta: 15:25:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2690, decode.acc_seg: 88.9613, aux.loss_ce: 0.1757, aux.acc_seg: 83.5525, loss: 0.4447 +2024-03-06 02:02:25,312 - mmseg - INFO - Iter [51400/160000] lr: 2.337e-05, eta: 15:24:48, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2806, decode.acc_seg: 88.5159, aux.loss_ce: 0.1723, aux.acc_seg: 83.5180, loss: 0.4529 +2024-03-06 02:02:50,405 - mmseg - INFO - Iter [51450/160000] lr: 2.336e-05, eta: 15:24:22, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2820, decode.acc_seg: 88.7575, aux.loss_ce: 0.1769, aux.acc_seg: 83.3150, loss: 0.4590 +2024-03-06 02:03:15,874 - mmseg - INFO - Iter [51500/160000] lr: 2.335e-05, eta: 15:23:56, time: 0.509, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3008, decode.acc_seg: 87.8559, aux.loss_ce: 0.1834, aux.acc_seg: 82.7784, loss: 0.4842 +2024-03-06 02:03:41,066 - mmseg - INFO - Iter [51550/160000] lr: 2.334e-05, eta: 15:23:30, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2746, decode.acc_seg: 88.9350, aux.loss_ce: 0.1708, aux.acc_seg: 83.7683, loss: 0.4455 +2024-03-06 02:04:06,143 - mmseg - INFO - Iter [51600/160000] lr: 2.333e-05, eta: 15:23:03, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2908, decode.acc_seg: 88.4729, aux.loss_ce: 0.1820, aux.acc_seg: 83.2065, loss: 0.4728 +2024-03-06 02:04:31,193 - mmseg - INFO - Iter [51650/160000] lr: 2.332e-05, eta: 15:22:37, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2908, decode.acc_seg: 88.2486, aux.loss_ce: 0.1780, aux.acc_seg: 83.1439, loss: 0.4688 +2024-03-06 02:04:56,103 - mmseg - INFO - Iter [51700/160000] lr: 2.331e-05, eta: 15:22:10, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2825, decode.acc_seg: 88.3461, aux.loss_ce: 0.1803, aux.acc_seg: 83.0257, loss: 0.4628 +2024-03-06 02:05:21,364 - mmseg - INFO - Iter [51750/160000] lr: 2.330e-05, eta: 15:21:44, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2958, decode.acc_seg: 87.8556, aux.loss_ce: 0.1810, aux.acc_seg: 82.8525, loss: 0.4767 +2024-03-06 02:05:49,491 - mmseg - INFO - Iter [51800/160000] lr: 2.329e-05, eta: 15:21:23, time: 0.563, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2984, decode.acc_seg: 87.9806, aux.loss_ce: 0.1955, aux.acc_seg: 81.8977, loss: 0.4939 +2024-03-06 02:06:14,617 - mmseg - INFO - Iter [51850/160000] lr: 2.328e-05, eta: 15:20:57, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2723, decode.acc_seg: 88.6515, aux.loss_ce: 0.1688, aux.acc_seg: 83.6651, loss: 0.4411 +2024-03-06 02:06:39,718 - mmseg - INFO - Iter [51900/160000] lr: 2.327e-05, eta: 15:20:31, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2783, decode.acc_seg: 88.3654, aux.loss_ce: 0.1766, aux.acc_seg: 83.2133, loss: 0.4549 +2024-03-06 02:07:04,826 - mmseg - INFO - Iter [51950/160000] lr: 2.326e-05, eta: 15:20:04, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2672, decode.acc_seg: 89.1413, aux.loss_ce: 0.1742, aux.acc_seg: 83.6070, loss: 0.4413 +2024-03-06 02:07:29,900 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:07:29,900 - mmseg - INFO - Iter [52000/160000] lr: 2.325e-05, eta: 15:19:38, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2871, decode.acc_seg: 88.6421, aux.loss_ce: 0.1772, aux.acc_seg: 83.5225, loss: 0.4643 +2024-03-06 02:07:54,822 - mmseg - INFO - Iter [52050/160000] lr: 2.323e-05, eta: 15:19:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3028, decode.acc_seg: 88.0070, aux.loss_ce: 0.1934, aux.acc_seg: 82.2791, loss: 0.4962 +2024-03-06 02:08:19,798 - mmseg - INFO - Iter [52100/160000] lr: 2.322e-05, eta: 15:18:44, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2846, decode.acc_seg: 88.6080, aux.loss_ce: 0.1751, aux.acc_seg: 83.5753, loss: 0.4598 +2024-03-06 02:08:44,992 - mmseg - INFO - Iter [52150/160000] lr: 2.321e-05, eta: 15:18:18, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2836, decode.acc_seg: 88.4401, aux.loss_ce: 0.1778, aux.acc_seg: 83.3950, loss: 0.4615 +2024-03-06 02:09:10,028 - mmseg - INFO - Iter [52200/160000] lr: 2.320e-05, eta: 15:17:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2690, decode.acc_seg: 89.0564, aux.loss_ce: 0.1724, aux.acc_seg: 83.8101, loss: 0.4414 +2024-03-06 02:09:34,918 - mmseg - INFO - Iter [52250/160000] lr: 2.319e-05, eta: 15:17:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2777, decode.acc_seg: 88.8836, aux.loss_ce: 0.1766, aux.acc_seg: 83.4828, loss: 0.4542 +2024-03-06 02:09:59,785 - mmseg - INFO - Iter [52300/160000] lr: 2.318e-05, eta: 15:16:57, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2914, decode.acc_seg: 88.2701, aux.loss_ce: 0.1832, aux.acc_seg: 82.7426, loss: 0.4746 +2024-03-06 02:10:24,693 - mmseg - INFO - Iter [52350/160000] lr: 2.317e-05, eta: 15:16:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2858, decode.acc_seg: 88.5143, aux.loss_ce: 0.1814, aux.acc_seg: 83.2344, loss: 0.4672 +2024-03-06 02:10:49,755 - mmseg - INFO - Iter [52400/160000] lr: 2.316e-05, eta: 15:16:04, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2623, decode.acc_seg: 89.2787, aux.loss_ce: 0.1655, aux.acc_seg: 84.5415, loss: 0.4278 +2024-03-06 02:11:14,532 - mmseg - INFO - Iter [52450/160000] lr: 2.315e-05, eta: 15:15:37, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2748, decode.acc_seg: 88.8650, aux.loss_ce: 0.1745, aux.acc_seg: 83.6708, loss: 0.4493 +2024-03-06 02:11:39,360 - mmseg - INFO - Iter [52500/160000] lr: 2.314e-05, eta: 15:15:10, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2652, decode.acc_seg: 89.0651, aux.loss_ce: 0.1688, aux.acc_seg: 83.6782, loss: 0.4340 +2024-03-06 02:12:04,380 - mmseg - INFO - Iter [52550/160000] lr: 2.313e-05, eta: 15:14:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2802, decode.acc_seg: 88.7825, aux.loss_ce: 0.1812, aux.acc_seg: 82.7382, loss: 0.4614 +2024-03-06 02:12:29,823 - mmseg - INFO - Iter [52600/160000] lr: 2.312e-05, eta: 15:14:18, time: 0.509, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2704, decode.acc_seg: 88.9869, aux.loss_ce: 0.1735, aux.acc_seg: 83.6714, loss: 0.4439 +2024-03-06 02:12:54,754 - mmseg - INFO - Iter [52650/160000] lr: 2.311e-05, eta: 15:13:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2959, decode.acc_seg: 88.4967, aux.loss_ce: 0.1851, aux.acc_seg: 83.1247, loss: 0.4810 +2024-03-06 02:13:19,690 - mmseg - INFO - Iter [52700/160000] lr: 2.309e-05, eta: 15:13:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2808, decode.acc_seg: 88.7181, aux.loss_ce: 0.1777, aux.acc_seg: 83.6607, loss: 0.4585 +2024-03-06 02:13:44,581 - mmseg - INFO - Iter [52750/160000] lr: 2.308e-05, eta: 15:12:57, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2930, decode.acc_seg: 88.2916, aux.loss_ce: 0.1826, aux.acc_seg: 82.8101, loss: 0.4757 +2024-03-06 02:14:09,596 - mmseg - INFO - Iter [52800/160000] lr: 2.307e-05, eta: 15:12:31, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3187, decode.acc_seg: 87.4038, aux.loss_ce: 0.1878, aux.acc_seg: 82.3478, loss: 0.5065 +2024-03-06 02:14:34,513 - mmseg - INFO - Iter [52850/160000] lr: 2.306e-05, eta: 15:12:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2867, decode.acc_seg: 88.2928, aux.loss_ce: 0.1873, aux.acc_seg: 82.6603, loss: 0.4740 +2024-03-06 02:14:59,482 - mmseg - INFO - Iter [52900/160000] lr: 2.305e-05, eta: 15:11:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2874, decode.acc_seg: 88.4677, aux.loss_ce: 0.1795, aux.acc_seg: 83.3527, loss: 0.4669 +2024-03-06 02:15:24,493 - mmseg - INFO - Iter [52950/160000] lr: 2.304e-05, eta: 15:11:10, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2849, decode.acc_seg: 88.1353, aux.loss_ce: 0.1768, aux.acc_seg: 83.0648, loss: 0.4617 +2024-03-06 02:15:49,420 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:15:49,420 - mmseg - INFO - Iter [53000/160000] lr: 2.303e-05, eta: 15:10:44, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2893, decode.acc_seg: 88.2879, aux.loss_ce: 0.1791, aux.acc_seg: 82.9912, loss: 0.4684 +2024-03-06 02:16:17,612 - mmseg - INFO - Iter [53050/160000] lr: 2.302e-05, eta: 15:10:24, time: 0.564, data_time: 0.066, memory: 6292, decode.loss_ce: 0.2991, decode.acc_seg: 87.7840, aux.loss_ce: 0.1867, aux.acc_seg: 82.2622, loss: 0.4858 +2024-03-06 02:16:42,810 - mmseg - INFO - Iter [53100/160000] lr: 2.301e-05, eta: 15:09:57, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2763, decode.acc_seg: 88.9595, aux.loss_ce: 0.1723, aux.acc_seg: 83.8942, loss: 0.4486 +2024-03-06 02:17:07,927 - mmseg - INFO - Iter [53150/160000] lr: 2.300e-05, eta: 15:09:31, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2739, decode.acc_seg: 88.8961, aux.loss_ce: 0.1662, aux.acc_seg: 84.1513, loss: 0.4402 +2024-03-06 02:17:32,881 - mmseg - INFO - Iter [53200/160000] lr: 2.299e-05, eta: 15:09:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2797, decode.acc_seg: 88.5675, aux.loss_ce: 0.1761, aux.acc_seg: 83.2805, loss: 0.4558 +2024-03-06 02:17:57,899 - mmseg - INFO - Iter [53250/160000] lr: 2.298e-05, eta: 15:08:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2658, decode.acc_seg: 89.3365, aux.loss_ce: 0.1760, aux.acc_seg: 83.7169, loss: 0.4418 +2024-03-06 02:18:22,899 - mmseg - INFO - Iter [53300/160000] lr: 2.297e-05, eta: 15:08:11, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2517, decode.acc_seg: 89.4992, aux.loss_ce: 0.1635, aux.acc_seg: 84.3669, loss: 0.4151 +2024-03-06 02:18:48,021 - mmseg - INFO - Iter [53350/160000] lr: 2.295e-05, eta: 15:07:45, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2685, decode.acc_seg: 88.7674, aux.loss_ce: 0.1697, aux.acc_seg: 83.5809, loss: 0.4383 +2024-03-06 02:19:13,032 - mmseg - INFO - Iter [53400/160000] lr: 2.294e-05, eta: 15:07:18, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2991, decode.acc_seg: 88.0328, aux.loss_ce: 0.1822, aux.acc_seg: 83.2922, loss: 0.4812 +2024-03-06 02:19:38,138 - mmseg - INFO - Iter [53450/160000] lr: 2.293e-05, eta: 15:06:52, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2721, decode.acc_seg: 88.8534, aux.loss_ce: 0.1710, aux.acc_seg: 83.7653, loss: 0.4431 +2024-03-06 02:20:03,159 - mmseg - INFO - Iter [53500/160000] lr: 2.292e-05, eta: 15:06:25, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2872, decode.acc_seg: 88.2176, aux.loss_ce: 0.1771, aux.acc_seg: 83.2042, loss: 0.4643 +2024-03-06 02:20:28,292 - mmseg - INFO - Iter [53550/160000] lr: 2.291e-05, eta: 15:05:59, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2947, decode.acc_seg: 87.6078, aux.loss_ce: 0.1856, aux.acc_seg: 82.2175, loss: 0.4803 +2024-03-06 02:20:53,368 - mmseg - INFO - Iter [53600/160000] lr: 2.290e-05, eta: 15:05:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2666, decode.acc_seg: 88.9161, aux.loss_ce: 0.1721, aux.acc_seg: 83.3510, loss: 0.4387 +2024-03-06 02:21:18,293 - mmseg - INFO - Iter [53650/160000] lr: 2.289e-05, eta: 15:05:06, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2756, decode.acc_seg: 89.0260, aux.loss_ce: 0.1752, aux.acc_seg: 83.7699, loss: 0.4508 +2024-03-06 02:21:43,233 - mmseg - INFO - Iter [53700/160000] lr: 2.288e-05, eta: 15:04:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2873, decode.acc_seg: 88.5960, aux.loss_ce: 0.1790, aux.acc_seg: 83.3529, loss: 0.4663 +2024-03-06 02:22:08,247 - mmseg - INFO - Iter [53750/160000] lr: 2.287e-05, eta: 15:04:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2822, decode.acc_seg: 88.2662, aux.loss_ce: 0.1755, aux.acc_seg: 83.3987, loss: 0.4577 +2024-03-06 02:22:33,310 - mmseg - INFO - Iter [53800/160000] lr: 2.286e-05, eta: 15:03:46, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2734, decode.acc_seg: 88.9221, aux.loss_ce: 0.1682, aux.acc_seg: 84.1456, loss: 0.4416 +2024-03-06 02:22:58,545 - mmseg - INFO - Iter [53850/160000] lr: 2.285e-05, eta: 15:03:20, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2864, decode.acc_seg: 88.2574, aux.loss_ce: 0.1798, aux.acc_seg: 83.0374, loss: 0.4663 +2024-03-06 02:23:23,637 - mmseg - INFO - Iter [53900/160000] lr: 2.284e-05, eta: 15:02:53, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2629, decode.acc_seg: 88.9467, aux.loss_ce: 0.1690, aux.acc_seg: 83.5309, loss: 0.4319 +2024-03-06 02:23:48,715 - mmseg - INFO - Iter [53950/160000] lr: 2.283e-05, eta: 15:02:27, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2767, decode.acc_seg: 88.7156, aux.loss_ce: 0.1681, aux.acc_seg: 83.8880, loss: 0.4448 +2024-03-06 02:24:13,746 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:24:13,746 - mmseg - INFO - Iter [54000/160000] lr: 2.281e-05, eta: 15:02:00, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2715, decode.acc_seg: 88.7980, aux.loss_ce: 0.1670, aux.acc_seg: 83.8881, loss: 0.4386 +2024-03-06 02:24:38,568 - mmseg - INFO - Iter [54050/160000] lr: 2.280e-05, eta: 15:01:34, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2698, decode.acc_seg: 88.7768, aux.loss_ce: 0.1785, aux.acc_seg: 83.0911, loss: 0.4483 +2024-03-06 02:25:03,703 - mmseg - INFO - Iter [54100/160000] lr: 2.279e-05, eta: 15:01:07, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2854, decode.acc_seg: 88.2461, aux.loss_ce: 0.1831, aux.acc_seg: 82.4489, loss: 0.4684 +2024-03-06 02:25:28,716 - mmseg - INFO - Iter [54150/160000] lr: 2.278e-05, eta: 15:00:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2718, decode.acc_seg: 89.3042, aux.loss_ce: 0.1733, aux.acc_seg: 84.3592, loss: 0.4450 +2024-03-06 02:25:53,925 - mmseg - INFO - Iter [54200/160000] lr: 2.277e-05, eta: 15:00:15, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2876, decode.acc_seg: 88.3724, aux.loss_ce: 0.1756, aux.acc_seg: 83.4235, loss: 0.4632 +2024-03-06 02:26:19,041 - mmseg - INFO - Iter [54250/160000] lr: 2.276e-05, eta: 14:59:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.3050, decode.acc_seg: 87.7896, aux.loss_ce: 0.1834, aux.acc_seg: 82.9761, loss: 0.4884 +2024-03-06 02:26:43,976 - mmseg - INFO - Iter [54300/160000] lr: 2.275e-05, eta: 14:59:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2741, decode.acc_seg: 88.9618, aux.loss_ce: 0.1707, aux.acc_seg: 84.1651, loss: 0.4448 +2024-03-06 02:27:11,953 - mmseg - INFO - Iter [54350/160000] lr: 2.274e-05, eta: 14:59:01, time: 0.560, data_time: 0.063, memory: 6292, decode.loss_ce: 0.2904, decode.acc_seg: 88.4172, aux.loss_ce: 0.1838, aux.acc_seg: 82.9499, loss: 0.4742 +2024-03-06 02:27:36,933 - mmseg - INFO - Iter [54400/160000] lr: 2.273e-05, eta: 14:58:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2846, decode.acc_seg: 88.2949, aux.loss_ce: 0.1833, aux.acc_seg: 82.4656, loss: 0.4679 +2024-03-06 02:28:02,015 - mmseg - INFO - Iter [54450/160000] lr: 2.272e-05, eta: 14:58:08, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2718, decode.acc_seg: 88.9616, aux.loss_ce: 0.1729, aux.acc_seg: 83.7642, loss: 0.4447 +2024-03-06 02:28:27,153 - mmseg - INFO - Iter [54500/160000] lr: 2.271e-05, eta: 14:57:42, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2575, decode.acc_seg: 89.4402, aux.loss_ce: 0.1648, aux.acc_seg: 84.3910, loss: 0.4223 +2024-03-06 02:28:52,155 - mmseg - INFO - Iter [54550/160000] lr: 2.270e-05, eta: 14:57:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2717, decode.acc_seg: 88.7001, aux.loss_ce: 0.1696, aux.acc_seg: 83.9200, loss: 0.4413 +2024-03-06 02:29:17,194 - mmseg - INFO - Iter [54600/160000] lr: 2.269e-05, eta: 14:56:49, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2584, decode.acc_seg: 89.2245, aux.loss_ce: 0.1617, aux.acc_seg: 84.3710, loss: 0.4201 +2024-03-06 02:29:42,291 - mmseg - INFO - Iter [54650/160000] lr: 2.268e-05, eta: 14:56:22, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2741, decode.acc_seg: 89.0948, aux.loss_ce: 0.1723, aux.acc_seg: 83.8968, loss: 0.4464 +2024-03-06 02:30:07,233 - mmseg - INFO - Iter [54700/160000] lr: 2.266e-05, eta: 14:55:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2881, decode.acc_seg: 88.3924, aux.loss_ce: 0.1770, aux.acc_seg: 83.4439, loss: 0.4651 +2024-03-06 02:30:32,315 - mmseg - INFO - Iter [54750/160000] lr: 2.265e-05, eta: 14:55:29, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2801, decode.acc_seg: 88.6254, aux.loss_ce: 0.1731, aux.acc_seg: 83.6331, loss: 0.4532 +2024-03-06 02:30:57,232 - mmseg - INFO - Iter [54800/160000] lr: 2.264e-05, eta: 14:55:02, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2803, decode.acc_seg: 88.7470, aux.loss_ce: 0.1783, aux.acc_seg: 83.2457, loss: 0.4586 +2024-03-06 02:31:22,268 - mmseg - INFO - Iter [54850/160000] lr: 2.263e-05, eta: 14:54:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2731, decode.acc_seg: 88.7173, aux.loss_ce: 0.1758, aux.acc_seg: 83.2182, loss: 0.4489 +2024-03-06 02:31:46,897 - mmseg - INFO - Iter [54900/160000] lr: 2.262e-05, eta: 14:54:09, time: 0.493, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2681, decode.acc_seg: 88.9924, aux.loss_ce: 0.1664, aux.acc_seg: 83.9569, loss: 0.4345 +2024-03-06 02:32:11,616 - mmseg - INFO - Iter [54950/160000] lr: 2.261e-05, eta: 14:53:42, time: 0.494, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2686, decode.acc_seg: 88.7665, aux.loss_ce: 0.1713, aux.acc_seg: 83.4701, loss: 0.4399 +2024-03-06 02:32:36,486 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:32:36,486 - mmseg - INFO - Iter [55000/160000] lr: 2.260e-05, eta: 14:53:15, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2746, decode.acc_seg: 88.6398, aux.loss_ce: 0.1751, aux.acc_seg: 83.2576, loss: 0.4498 +2024-03-06 02:33:01,534 - mmseg - INFO - Iter [55050/160000] lr: 2.259e-05, eta: 14:52:48, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2761, decode.acc_seg: 88.4939, aux.loss_ce: 0.1747, aux.acc_seg: 83.0119, loss: 0.4507 +2024-03-06 02:33:26,465 - mmseg - INFO - Iter [55100/160000] lr: 2.258e-05, eta: 14:52:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2732, decode.acc_seg: 88.8947, aux.loss_ce: 0.1700, aux.acc_seg: 84.0685, loss: 0.4433 +2024-03-06 02:33:51,472 - mmseg - INFO - Iter [55150/160000] lr: 2.257e-05, eta: 14:51:55, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2917, decode.acc_seg: 88.1915, aux.loss_ce: 0.1807, aux.acc_seg: 83.0168, loss: 0.4724 +2024-03-06 02:34:16,500 - mmseg - INFO - Iter [55200/160000] lr: 2.256e-05, eta: 14:51:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2700, decode.acc_seg: 88.8070, aux.loss_ce: 0.1708, aux.acc_seg: 83.5434, loss: 0.4408 +2024-03-06 02:34:41,527 - mmseg - INFO - Iter [55250/160000] lr: 2.255e-05, eta: 14:51:02, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2695, decode.acc_seg: 89.0650, aux.loss_ce: 0.1692, aux.acc_seg: 83.9883, loss: 0.4387 +2024-03-06 02:35:06,498 - mmseg - INFO - Iter [55300/160000] lr: 2.254e-05, eta: 14:50:36, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2872, decode.acc_seg: 88.4915, aux.loss_ce: 0.1731, aux.acc_seg: 83.7312, loss: 0.4603 +2024-03-06 02:35:31,590 - mmseg - INFO - Iter [55350/160000] lr: 2.252e-05, eta: 14:50:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2873, decode.acc_seg: 88.6456, aux.loss_ce: 0.1823, aux.acc_seg: 83.2441, loss: 0.4696 +2024-03-06 02:35:56,667 - mmseg - INFO - Iter [55400/160000] lr: 2.251e-05, eta: 14:49:43, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2718, decode.acc_seg: 89.1248, aux.loss_ce: 0.1692, aux.acc_seg: 84.2597, loss: 0.4410 +2024-03-06 02:36:21,879 - mmseg - INFO - Iter [55450/160000] lr: 2.250e-05, eta: 14:49:17, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2493, decode.acc_seg: 89.6500, aux.loss_ce: 0.1625, aux.acc_seg: 84.1427, loss: 0.4118 +2024-03-06 02:36:46,850 - mmseg - INFO - Iter [55500/160000] lr: 2.249e-05, eta: 14:48:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2667, decode.acc_seg: 89.2371, aux.loss_ce: 0.1684, aux.acc_seg: 84.3132, loss: 0.4352 +2024-03-06 02:37:12,035 - mmseg - INFO - Iter [55550/160000] lr: 2.248e-05, eta: 14:48:24, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2921, decode.acc_seg: 88.1787, aux.loss_ce: 0.1840, aux.acc_seg: 82.7796, loss: 0.4761 +2024-03-06 02:37:40,050 - mmseg - INFO - Iter [55600/160000] lr: 2.247e-05, eta: 14:48:04, time: 0.560, data_time: 0.059, memory: 6292, decode.loss_ce: 0.2735, decode.acc_seg: 88.9502, aux.loss_ce: 0.1731, aux.acc_seg: 83.6875, loss: 0.4466 +2024-03-06 02:38:05,190 - mmseg - INFO - Iter [55650/160000] lr: 2.246e-05, eta: 14:47:37, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2597, decode.acc_seg: 89.1663, aux.loss_ce: 0.1622, aux.acc_seg: 84.2994, loss: 0.4219 +2024-03-06 02:38:30,083 - mmseg - INFO - Iter [55700/160000] lr: 2.245e-05, eta: 14:47:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2501, decode.acc_seg: 89.5881, aux.loss_ce: 0.1669, aux.acc_seg: 84.0337, loss: 0.4169 +2024-03-06 02:38:55,003 - mmseg - INFO - Iter [55750/160000] lr: 2.244e-05, eta: 14:46:44, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2606, decode.acc_seg: 89.5450, aux.loss_ce: 0.1666, aux.acc_seg: 84.3506, loss: 0.4273 +2024-03-06 02:39:19,820 - mmseg - INFO - Iter [55800/160000] lr: 2.243e-05, eta: 14:46:17, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2626, decode.acc_seg: 89.1538, aux.loss_ce: 0.1685, aux.acc_seg: 84.0555, loss: 0.4311 +2024-03-06 02:39:44,767 - mmseg - INFO - Iter [55850/160000] lr: 2.242e-05, eta: 14:45:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2650, decode.acc_seg: 89.0834, aux.loss_ce: 0.1692, aux.acc_seg: 83.7253, loss: 0.4342 +2024-03-06 02:40:09,904 - mmseg - INFO - Iter [55900/160000] lr: 2.241e-05, eta: 14:45:24, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2754, decode.acc_seg: 88.7588, aux.loss_ce: 0.1756, aux.acc_seg: 83.4649, loss: 0.4510 +2024-03-06 02:40:34,887 - mmseg - INFO - Iter [55950/160000] lr: 2.240e-05, eta: 14:44:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2907, decode.acc_seg: 88.4153, aux.loss_ce: 0.1823, aux.acc_seg: 82.7247, loss: 0.4731 +2024-03-06 02:41:00,085 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:41:00,085 - mmseg - INFO - Iter [56000/160000] lr: 2.238e-05, eta: 14:44:32, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2716, decode.acc_seg: 89.0498, aux.loss_ce: 0.1729, aux.acc_seg: 83.6048, loss: 0.4445 +2024-03-06 02:41:25,165 - mmseg - INFO - Iter [56050/160000] lr: 2.237e-05, eta: 14:44:05, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2859, decode.acc_seg: 88.4824, aux.loss_ce: 0.1721, aux.acc_seg: 83.8322, loss: 0.4580 +2024-03-06 02:41:50,183 - mmseg - INFO - Iter [56100/160000] lr: 2.236e-05, eta: 14:43:39, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2660, decode.acc_seg: 89.0783, aux.loss_ce: 0.1655, aux.acc_seg: 84.0734, loss: 0.4315 +2024-03-06 02:42:15,279 - mmseg - INFO - Iter [56150/160000] lr: 2.235e-05, eta: 14:43:13, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2677, decode.acc_seg: 88.8684, aux.loss_ce: 0.1704, aux.acc_seg: 83.6660, loss: 0.4381 +2024-03-06 02:42:40,005 - mmseg - INFO - Iter [56200/160000] lr: 2.234e-05, eta: 14:42:46, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2683, decode.acc_seg: 89.2817, aux.loss_ce: 0.1717, aux.acc_seg: 84.0238, loss: 0.4400 +2024-03-06 02:43:05,142 - mmseg - INFO - Iter [56250/160000] lr: 2.233e-05, eta: 14:42:20, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2642, decode.acc_seg: 89.3047, aux.loss_ce: 0.1686, aux.acc_seg: 84.0813, loss: 0.4328 +2024-03-06 02:43:30,073 - mmseg - INFO - Iter [56300/160000] lr: 2.232e-05, eta: 14:41:53, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2720, decode.acc_seg: 89.0358, aux.loss_ce: 0.1704, aux.acc_seg: 83.6048, loss: 0.4424 +2024-03-06 02:43:55,092 - mmseg - INFO - Iter [56350/160000] lr: 2.231e-05, eta: 14:41:27, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2757, decode.acc_seg: 88.8920, aux.loss_ce: 0.1765, aux.acc_seg: 83.4208, loss: 0.4523 +2024-03-06 02:44:20,113 - mmseg - INFO - Iter [56400/160000] lr: 2.230e-05, eta: 14:41:00, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2866, decode.acc_seg: 88.1852, aux.loss_ce: 0.1809, aux.acc_seg: 83.1752, loss: 0.4675 +2024-03-06 02:44:45,268 - mmseg - INFO - Iter [56450/160000] lr: 2.229e-05, eta: 14:40:34, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2814, decode.acc_seg: 88.5215, aux.loss_ce: 0.1758, aux.acc_seg: 83.6812, loss: 0.4572 +2024-03-06 02:45:10,290 - mmseg - INFO - Iter [56500/160000] lr: 2.228e-05, eta: 14:40:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2718, decode.acc_seg: 88.8835, aux.loss_ce: 0.1671, aux.acc_seg: 84.2126, loss: 0.4389 +2024-03-06 02:45:35,436 - mmseg - INFO - Iter [56550/160000] lr: 2.227e-05, eta: 14:39:41, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2753, decode.acc_seg: 88.4993, aux.loss_ce: 0.1714, aux.acc_seg: 83.6736, loss: 0.4467 +2024-03-06 02:46:00,452 - mmseg - INFO - Iter [56600/160000] lr: 2.226e-05, eta: 14:39:15, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2712, decode.acc_seg: 89.1072, aux.loss_ce: 0.1700, aux.acc_seg: 83.9902, loss: 0.4412 +2024-03-06 02:46:25,390 - mmseg - INFO - Iter [56650/160000] lr: 2.224e-05, eta: 14:38:48, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2707, decode.acc_seg: 89.0256, aux.loss_ce: 0.1765, aux.acc_seg: 83.3257, loss: 0.4472 +2024-03-06 02:46:50,148 - mmseg - INFO - Iter [56700/160000] lr: 2.223e-05, eta: 14:38:22, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2671, decode.acc_seg: 88.9082, aux.loss_ce: 0.1690, aux.acc_seg: 83.4657, loss: 0.4360 +2024-03-06 02:47:15,241 - mmseg - INFO - Iter [56750/160000] lr: 2.222e-05, eta: 14:37:55, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2856, decode.acc_seg: 88.1899, aux.loss_ce: 0.1785, aux.acc_seg: 82.8353, loss: 0.4641 +2024-03-06 02:47:40,532 - mmseg - INFO - Iter [56800/160000] lr: 2.221e-05, eta: 14:37:29, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2715, decode.acc_seg: 88.9618, aux.loss_ce: 0.1698, aux.acc_seg: 83.5585, loss: 0.4413 +2024-03-06 02:48:08,612 - mmseg - INFO - Iter [56850/160000] lr: 2.220e-05, eta: 14:37:09, time: 0.562, data_time: 0.066, memory: 6292, decode.loss_ce: 0.2764, decode.acc_seg: 88.8392, aux.loss_ce: 0.1747, aux.acc_seg: 83.8157, loss: 0.4511 +2024-03-06 02:48:33,524 - mmseg - INFO - Iter [56900/160000] lr: 2.219e-05, eta: 14:36:42, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2434, decode.acc_seg: 89.8997, aux.loss_ce: 0.1577, aux.acc_seg: 84.7322, loss: 0.4011 +2024-03-06 02:48:58,520 - mmseg - INFO - Iter [56950/160000] lr: 2.218e-05, eta: 14:36:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2500, decode.acc_seg: 89.6544, aux.loss_ce: 0.1589, aux.acc_seg: 84.7167, loss: 0.4089 +2024-03-06 02:49:23,437 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:49:23,438 - mmseg - INFO - Iter [57000/160000] lr: 2.217e-05, eta: 14:35:49, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2694, decode.acc_seg: 89.0790, aux.loss_ce: 0.1687, aux.acc_seg: 84.1267, loss: 0.4381 +2024-03-06 02:49:48,460 - mmseg - INFO - Iter [57050/160000] lr: 2.216e-05, eta: 14:35:22, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2616, decode.acc_seg: 89.4039, aux.loss_ce: 0.1667, aux.acc_seg: 84.1504, loss: 0.4283 +2024-03-06 02:50:13,326 - mmseg - INFO - Iter [57100/160000] lr: 2.215e-05, eta: 14:34:56, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2656, decode.acc_seg: 88.6620, aux.loss_ce: 0.1692, aux.acc_seg: 83.5940, loss: 0.4348 +2024-03-06 02:50:38,376 - mmseg - INFO - Iter [57150/160000] lr: 2.214e-05, eta: 14:34:29, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2591, decode.acc_seg: 89.4046, aux.loss_ce: 0.1656, aux.acc_seg: 83.9028, loss: 0.4247 +2024-03-06 02:51:03,489 - mmseg - INFO - Iter [57200/160000] lr: 2.213e-05, eta: 14:34:03, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2602, decode.acc_seg: 89.0941, aux.loss_ce: 0.1657, aux.acc_seg: 83.8563, loss: 0.4258 +2024-03-06 02:51:28,590 - mmseg - INFO - Iter [57250/160000] lr: 2.212e-05, eta: 14:33:37, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2733, decode.acc_seg: 89.1697, aux.loss_ce: 0.1710, aux.acc_seg: 83.9240, loss: 0.4443 +2024-03-06 02:51:53,643 - mmseg - INFO - Iter [57300/160000] lr: 2.210e-05, eta: 14:33:11, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2760, decode.acc_seg: 88.6747, aux.loss_ce: 0.1756, aux.acc_seg: 83.6336, loss: 0.4516 +2024-03-06 02:52:18,395 - mmseg - INFO - Iter [57350/160000] lr: 2.209e-05, eta: 14:32:44, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2838, decode.acc_seg: 88.6386, aux.loss_ce: 0.1719, aux.acc_seg: 83.7302, loss: 0.4557 +2024-03-06 02:52:43,461 - mmseg - INFO - Iter [57400/160000] lr: 2.208e-05, eta: 14:32:18, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2899, decode.acc_seg: 88.0091, aux.loss_ce: 0.1799, aux.acc_seg: 82.9369, loss: 0.4698 +2024-03-06 02:53:08,682 - mmseg - INFO - Iter [57450/160000] lr: 2.207e-05, eta: 14:31:52, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2796, decode.acc_seg: 88.4388, aux.loss_ce: 0.1738, aux.acc_seg: 83.2335, loss: 0.4534 +2024-03-06 02:53:33,847 - mmseg - INFO - Iter [57500/160000] lr: 2.206e-05, eta: 14:31:25, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2720, decode.acc_seg: 88.8820, aux.loss_ce: 0.1706, aux.acc_seg: 83.7299, loss: 0.4426 +2024-03-06 02:53:59,333 - mmseg - INFO - Iter [57550/160000] lr: 2.205e-05, eta: 14:31:00, time: 0.510, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2643, decode.acc_seg: 89.1020, aux.loss_ce: 0.1637, aux.acc_seg: 84.2739, loss: 0.4280 +2024-03-06 02:54:24,178 - mmseg - INFO - Iter [57600/160000] lr: 2.204e-05, eta: 14:30:33, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2811, decode.acc_seg: 88.5416, aux.loss_ce: 0.1811, aux.acc_seg: 82.5880, loss: 0.4622 +2024-03-06 02:54:49,083 - mmseg - INFO - Iter [57650/160000] lr: 2.203e-05, eta: 14:30:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2677, decode.acc_seg: 89.2250, aux.loss_ce: 0.1706, aux.acc_seg: 84.2233, loss: 0.4383 +2024-03-06 02:55:14,135 - mmseg - INFO - Iter [57700/160000] lr: 2.202e-05, eta: 14:29:40, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2457, decode.acc_seg: 89.8202, aux.loss_ce: 0.1584, aux.acc_seg: 84.9815, loss: 0.4041 +2024-03-06 02:55:39,176 - mmseg - INFO - Iter [57750/160000] lr: 2.201e-05, eta: 14:29:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2674, decode.acc_seg: 88.6272, aux.loss_ce: 0.1698, aux.acc_seg: 83.2756, loss: 0.4371 +2024-03-06 02:56:04,192 - mmseg - INFO - Iter [57800/160000] lr: 2.200e-05, eta: 14:28:48, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2742, decode.acc_seg: 88.9205, aux.loss_ce: 0.1679, aux.acc_seg: 83.9736, loss: 0.4421 +2024-03-06 02:56:29,032 - mmseg - INFO - Iter [57850/160000] lr: 2.199e-05, eta: 14:28:21, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2895, decode.acc_seg: 87.7064, aux.loss_ce: 0.1804, aux.acc_seg: 82.6799, loss: 0.4699 +2024-03-06 02:56:54,396 - mmseg - INFO - Iter [57900/160000] lr: 2.198e-05, eta: 14:27:55, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.3021, decode.acc_seg: 87.9696, aux.loss_ce: 0.1851, aux.acc_seg: 82.5027, loss: 0.4872 +2024-03-06 02:57:19,286 - mmseg - INFO - Iter [57950/160000] lr: 2.196e-05, eta: 14:27:29, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2793, decode.acc_seg: 88.4961, aux.loss_ce: 0.1699, aux.acc_seg: 83.4032, loss: 0.4492 +2024-03-06 02:57:44,292 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 02:57:44,293 - mmseg - INFO - Iter [58000/160000] lr: 2.195e-05, eta: 14:27:02, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2970, decode.acc_seg: 88.1563, aux.loss_ce: 0.1790, aux.acc_seg: 83.1762, loss: 0.4760 +2024-03-06 02:58:09,336 - mmseg - INFO - Iter [58050/160000] lr: 2.194e-05, eta: 14:26:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2834, decode.acc_seg: 88.5031, aux.loss_ce: 0.1777, aux.acc_seg: 83.3309, loss: 0.4611 +2024-03-06 02:58:37,480 - mmseg - INFO - Iter [58100/160000] lr: 2.193e-05, eta: 14:26:15, time: 0.563, data_time: 0.057, memory: 6292, decode.loss_ce: 0.2586, decode.acc_seg: 89.2578, aux.loss_ce: 0.1669, aux.acc_seg: 83.9199, loss: 0.4255 +2024-03-06 02:59:02,615 - mmseg - INFO - Iter [58150/160000] lr: 2.192e-05, eta: 14:25:49, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2459, decode.acc_seg: 89.6572, aux.loss_ce: 0.1585, aux.acc_seg: 84.5022, loss: 0.4044 +2024-03-06 02:59:27,730 - mmseg - INFO - Iter [58200/160000] lr: 2.191e-05, eta: 14:25:23, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2433, decode.acc_seg: 90.0681, aux.loss_ce: 0.1553, aux.acc_seg: 85.1756, loss: 0.3986 +2024-03-06 02:59:52,667 - mmseg - INFO - Iter [58250/160000] lr: 2.190e-05, eta: 14:24:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2509, decode.acc_seg: 89.7212, aux.loss_ce: 0.1648, aux.acc_seg: 84.3005, loss: 0.4157 +2024-03-06 03:00:17,669 - mmseg - INFO - Iter [58300/160000] lr: 2.189e-05, eta: 14:24:30, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2507, decode.acc_seg: 89.6765, aux.loss_ce: 0.1660, aux.acc_seg: 84.1210, loss: 0.4167 +2024-03-06 03:00:42,746 - mmseg - INFO - Iter [58350/160000] lr: 2.188e-05, eta: 14:24:04, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2720, decode.acc_seg: 88.9173, aux.loss_ce: 0.1752, aux.acc_seg: 83.2603, loss: 0.4472 +2024-03-06 03:01:08,025 - mmseg - INFO - Iter [58400/160000] lr: 2.187e-05, eta: 14:23:38, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2406, decode.acc_seg: 89.8813, aux.loss_ce: 0.1584, aux.acc_seg: 84.5645, loss: 0.3990 +2024-03-06 03:01:32,941 - mmseg - INFO - Iter [58450/160000] lr: 2.186e-05, eta: 14:23:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2810, decode.acc_seg: 88.7221, aux.loss_ce: 0.1804, aux.acc_seg: 82.9103, loss: 0.4614 +2024-03-06 03:01:57,884 - mmseg - INFO - Iter [58500/160000] lr: 2.185e-05, eta: 14:22:45, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2703, decode.acc_seg: 88.8988, aux.loss_ce: 0.1711, aux.acc_seg: 83.5744, loss: 0.4414 +2024-03-06 03:02:22,974 - mmseg - INFO - Iter [58550/160000] lr: 2.184e-05, eta: 14:22:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2577, decode.acc_seg: 89.4223, aux.loss_ce: 0.1674, aux.acc_seg: 84.5341, loss: 0.4251 +2024-03-06 03:02:48,092 - mmseg - INFO - Iter [58600/160000] lr: 2.182e-05, eta: 14:21:52, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2511, decode.acc_seg: 89.6159, aux.loss_ce: 0.1584, aux.acc_seg: 84.7077, loss: 0.4095 +2024-03-06 03:03:13,158 - mmseg - INFO - Iter [58650/160000] lr: 2.181e-05, eta: 14:21:26, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2559, decode.acc_seg: 89.4975, aux.loss_ce: 0.1585, aux.acc_seg: 84.6553, loss: 0.4145 +2024-03-06 03:03:38,366 - mmseg - INFO - Iter [58700/160000] lr: 2.180e-05, eta: 14:21:00, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2439, decode.acc_seg: 89.9078, aux.loss_ce: 0.1587, aux.acc_seg: 84.7330, loss: 0.4027 +2024-03-06 03:04:03,364 - mmseg - INFO - Iter [58750/160000] lr: 2.179e-05, eta: 14:20:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2503, decode.acc_seg: 89.4697, aux.loss_ce: 0.1559, aux.acc_seg: 84.5499, loss: 0.4062 +2024-03-06 03:04:28,590 - mmseg - INFO - Iter [58800/160000] lr: 2.178e-05, eta: 14:20:08, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2645, decode.acc_seg: 89.4717, aux.loss_ce: 0.1675, aux.acc_seg: 84.4654, loss: 0.4321 +2024-03-06 03:04:53,697 - mmseg - INFO - Iter [58850/160000] lr: 2.177e-05, eta: 14:19:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2543, decode.acc_seg: 89.3064, aux.loss_ce: 0.1644, aux.acc_seg: 83.9855, loss: 0.4187 +2024-03-06 03:05:18,814 - mmseg - INFO - Iter [58900/160000] lr: 2.176e-05, eta: 14:19:15, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2569, decode.acc_seg: 89.5147, aux.loss_ce: 0.1643, aux.acc_seg: 84.2711, loss: 0.4212 +2024-03-06 03:05:43,982 - mmseg - INFO - Iter [58950/160000] lr: 2.175e-05, eta: 14:18:49, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2624, decode.acc_seg: 89.4239, aux.loss_ce: 0.1621, aux.acc_seg: 84.5733, loss: 0.4244 +2024-03-06 03:06:09,077 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:06:09,077 - mmseg - INFO - Iter [59000/160000] lr: 2.174e-05, eta: 14:18:23, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2615, decode.acc_seg: 89.5321, aux.loss_ce: 0.1667, aux.acc_seg: 84.1293, loss: 0.4281 +2024-03-06 03:06:34,209 - mmseg - INFO - Iter [59050/160000] lr: 2.173e-05, eta: 14:17:57, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2880, decode.acc_seg: 88.5367, aux.loss_ce: 0.1758, aux.acc_seg: 83.4413, loss: 0.4638 +2024-03-06 03:06:59,200 - mmseg - INFO - Iter [59100/160000] lr: 2.172e-05, eta: 14:17:31, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2630, decode.acc_seg: 89.4353, aux.loss_ce: 0.1671, aux.acc_seg: 84.4454, loss: 0.4301 +2024-03-06 03:07:24,091 - mmseg - INFO - Iter [59150/160000] lr: 2.171e-05, eta: 14:17:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2985, decode.acc_seg: 87.9710, aux.loss_ce: 0.1828, aux.acc_seg: 82.6949, loss: 0.4813 +2024-03-06 03:07:49,029 - mmseg - INFO - Iter [59200/160000] lr: 2.170e-05, eta: 14:16:38, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2775, decode.acc_seg: 88.9938, aux.loss_ce: 0.1698, aux.acc_seg: 84.0934, loss: 0.4473 +2024-03-06 03:08:14,008 - mmseg - INFO - Iter [59250/160000] lr: 2.169e-05, eta: 14:16:11, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2895, decode.acc_seg: 88.2551, aux.loss_ce: 0.1759, aux.acc_seg: 83.1037, loss: 0.4654 +2024-03-06 03:08:39,082 - mmseg - INFO - Iter [59300/160000] lr: 2.167e-05, eta: 14:15:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2775, decode.acc_seg: 88.8185, aux.loss_ce: 0.1791, aux.acc_seg: 83.6029, loss: 0.4566 +2024-03-06 03:09:03,983 - mmseg - INFO - Iter [59350/160000] lr: 2.166e-05, eta: 14:15:19, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2607, decode.acc_seg: 89.2787, aux.loss_ce: 0.1688, aux.acc_seg: 83.5032, loss: 0.4295 +2024-03-06 03:09:32,022 - mmseg - INFO - Iter [59400/160000] lr: 2.165e-05, eta: 14:14:58, time: 0.561, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2668, decode.acc_seg: 89.2828, aux.loss_ce: 0.1659, aux.acc_seg: 84.3353, loss: 0.4327 +2024-03-06 03:09:56,951 - mmseg - INFO - Iter [59450/160000] lr: 2.164e-05, eta: 14:14:31, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2439, decode.acc_seg: 89.8811, aux.loss_ce: 0.1473, aux.acc_seg: 86.0828, loss: 0.3912 +2024-03-06 03:10:22,029 - mmseg - INFO - Iter [59500/160000] lr: 2.163e-05, eta: 14:14:05, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2480, decode.acc_seg: 89.9239, aux.loss_ce: 0.1605, aux.acc_seg: 84.7633, loss: 0.4085 +2024-03-06 03:10:46,791 - mmseg - INFO - Iter [59550/160000] lr: 2.162e-05, eta: 14:13:38, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2583, decode.acc_seg: 89.5048, aux.loss_ce: 0.1639, aux.acc_seg: 84.6696, loss: 0.4222 +2024-03-06 03:11:11,773 - mmseg - INFO - Iter [59600/160000] lr: 2.161e-05, eta: 14:13:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2517, decode.acc_seg: 89.4475, aux.loss_ce: 0.1639, aux.acc_seg: 84.5444, loss: 0.4156 +2024-03-06 03:11:36,766 - mmseg - INFO - Iter [59650/160000] lr: 2.160e-05, eta: 14:12:45, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2589, decode.acc_seg: 89.2855, aux.loss_ce: 0.1677, aux.acc_seg: 83.8287, loss: 0.4266 +2024-03-06 03:12:01,775 - mmseg - INFO - Iter [59700/160000] lr: 2.159e-05, eta: 14:12:19, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2678, decode.acc_seg: 89.2612, aux.loss_ce: 0.1623, aux.acc_seg: 84.6908, loss: 0.4301 +2024-03-06 03:12:26,751 - mmseg - INFO - Iter [59750/160000] lr: 2.158e-05, eta: 14:11:53, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2607, decode.acc_seg: 89.2754, aux.loss_ce: 0.1602, aux.acc_seg: 84.8359, loss: 0.4209 +2024-03-06 03:12:51,612 - mmseg - INFO - Iter [59800/160000] lr: 2.157e-05, eta: 14:11:26, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2757, decode.acc_seg: 89.0228, aux.loss_ce: 0.1701, aux.acc_seg: 83.9039, loss: 0.4459 +2024-03-06 03:13:16,664 - mmseg - INFO - Iter [59850/160000] lr: 2.156e-05, eta: 14:11:00, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2679, decode.acc_seg: 88.7164, aux.loss_ce: 0.1679, aux.acc_seg: 83.8072, loss: 0.4358 +2024-03-06 03:13:41,757 - mmseg - INFO - Iter [59900/160000] lr: 2.155e-05, eta: 14:10:34, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2631, decode.acc_seg: 89.1392, aux.loss_ce: 0.1668, aux.acc_seg: 84.0972, loss: 0.4299 +2024-03-06 03:14:06,591 - mmseg - INFO - Iter [59950/160000] lr: 2.153e-05, eta: 14:10:07, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2626, decode.acc_seg: 89.3593, aux.loss_ce: 0.1691, aux.acc_seg: 84.1511, loss: 0.4317 +2024-03-06 03:14:31,431 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:14:31,431 - mmseg - INFO - Iter [60000/160000] lr: 2.152e-05, eta: 14:09:41, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2837, decode.acc_seg: 88.4417, aux.loss_ce: 0.1752, aux.acc_seg: 83.4472, loss: 0.4590 +2024-03-06 03:14:56,262 - mmseg - INFO - Iter [60050/160000] lr: 2.151e-05, eta: 14:09:14, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2883, decode.acc_seg: 88.3640, aux.loss_ce: 0.1749, aux.acc_seg: 83.4954, loss: 0.4632 +2024-03-06 03:15:21,330 - mmseg - INFO - Iter [60100/160000] lr: 2.150e-05, eta: 14:08:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2530, decode.acc_seg: 89.6559, aux.loss_ce: 0.1638, aux.acc_seg: 84.3586, loss: 0.4169 +2024-03-06 03:15:46,466 - mmseg - INFO - Iter [60150/160000] lr: 2.149e-05, eta: 14:08:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2730, decode.acc_seg: 88.5077, aux.loss_ce: 0.1748, aux.acc_seg: 83.1482, loss: 0.4478 +2024-03-06 03:16:11,419 - mmseg - INFO - Iter [60200/160000] lr: 2.148e-05, eta: 14:07:55, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2592, decode.acc_seg: 89.3522, aux.loss_ce: 0.1645, aux.acc_seg: 84.3901, loss: 0.4236 +2024-03-06 03:16:36,359 - mmseg - INFO - Iter [60250/160000] lr: 2.147e-05, eta: 14:07:29, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2482, decode.acc_seg: 89.4840, aux.loss_ce: 0.1567, aux.acc_seg: 84.8379, loss: 0.4050 +2024-03-06 03:17:01,467 - mmseg - INFO - Iter [60300/160000] lr: 2.146e-05, eta: 14:07:03, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2619, decode.acc_seg: 89.2409, aux.loss_ce: 0.1643, aux.acc_seg: 84.4012, loss: 0.4262 +2024-03-06 03:17:26,473 - mmseg - INFO - Iter [60350/160000] lr: 2.145e-05, eta: 14:06:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2699, decode.acc_seg: 88.9737, aux.loss_ce: 0.1716, aux.acc_seg: 83.9701, loss: 0.4415 +2024-03-06 03:17:51,535 - mmseg - INFO - Iter [60400/160000] lr: 2.144e-05, eta: 14:06:10, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2600, decode.acc_seg: 89.5158, aux.loss_ce: 0.1648, aux.acc_seg: 84.5706, loss: 0.4248 +2024-03-06 03:18:16,534 - mmseg - INFO - Iter [60450/160000] lr: 2.143e-05, eta: 14:05:44, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2641, decode.acc_seg: 89.2338, aux.loss_ce: 0.1633, aux.acc_seg: 84.5835, loss: 0.4274 +2024-03-06 03:18:41,334 - mmseg - INFO - Iter [60500/160000] lr: 2.142e-05, eta: 14:05:18, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2708, decode.acc_seg: 89.1883, aux.loss_ce: 0.1703, aux.acc_seg: 84.1822, loss: 0.4411 +2024-03-06 03:19:06,376 - mmseg - INFO - Iter [60550/160000] lr: 2.141e-05, eta: 14:04:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2656, decode.acc_seg: 89.2426, aux.loss_ce: 0.1702, aux.acc_seg: 84.1872, loss: 0.4358 +2024-03-06 03:19:31,395 - mmseg - INFO - Iter [60600/160000] lr: 2.139e-05, eta: 14:04:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2644, decode.acc_seg: 89.1582, aux.loss_ce: 0.1594, aux.acc_seg: 84.7806, loss: 0.4238 +2024-03-06 03:19:59,508 - mmseg - INFO - Iter [60650/160000] lr: 2.138e-05, eta: 14:04:04, time: 0.562, data_time: 0.057, memory: 6292, decode.loss_ce: 0.2655, decode.acc_seg: 89.2799, aux.loss_ce: 0.1620, aux.acc_seg: 84.6327, loss: 0.4275 +2024-03-06 03:20:24,497 - mmseg - INFO - Iter [60700/160000] lr: 2.137e-05, eta: 14:03:38, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2418, decode.acc_seg: 90.0138, aux.loss_ce: 0.1583, aux.acc_seg: 84.7389, loss: 0.4001 +2024-03-06 03:20:49,427 - mmseg - INFO - Iter [60750/160000] lr: 2.136e-05, eta: 14:03:11, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2646, decode.acc_seg: 89.2608, aux.loss_ce: 0.1667, aux.acc_seg: 84.5373, loss: 0.4314 +2024-03-06 03:21:14,652 - mmseg - INFO - Iter [60800/160000] lr: 2.135e-05, eta: 14:02:45, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2420, decode.acc_seg: 89.9509, aux.loss_ce: 0.1605, aux.acc_seg: 84.5712, loss: 0.4025 +2024-03-06 03:21:39,688 - mmseg - INFO - Iter [60850/160000] lr: 2.134e-05, eta: 14:02:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2622, decode.acc_seg: 89.1940, aux.loss_ce: 0.1657, aux.acc_seg: 84.0726, loss: 0.4279 +2024-03-06 03:22:04,506 - mmseg - INFO - Iter [60900/160000] lr: 2.133e-05, eta: 14:01:52, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2680, decode.acc_seg: 89.0089, aux.loss_ce: 0.1702, aux.acc_seg: 83.9598, loss: 0.4382 +2024-03-06 03:22:29,455 - mmseg - INFO - Iter [60950/160000] lr: 2.132e-05, eta: 14:01:26, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2611, decode.acc_seg: 89.0156, aux.loss_ce: 0.1614, aux.acc_seg: 84.4913, loss: 0.4225 +2024-03-06 03:22:54,489 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:22:54,489 - mmseg - INFO - Iter [61000/160000] lr: 2.131e-05, eta: 14:01:00, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2591, decode.acc_seg: 89.5110, aux.loss_ce: 0.1644, aux.acc_seg: 84.5676, loss: 0.4235 +2024-03-06 03:23:19,716 - mmseg - INFO - Iter [61050/160000] lr: 2.130e-05, eta: 14:00:34, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2581, decode.acc_seg: 89.3785, aux.loss_ce: 0.1632, aux.acc_seg: 84.5313, loss: 0.4213 +2024-03-06 03:23:44,601 - mmseg - INFO - Iter [61100/160000] lr: 2.129e-05, eta: 14:00:08, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2484, decode.acc_seg: 90.0150, aux.loss_ce: 0.1577, aux.acc_seg: 85.2817, loss: 0.4061 +2024-03-06 03:24:09,608 - mmseg - INFO - Iter [61150/160000] lr: 2.128e-05, eta: 13:59:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2478, decode.acc_seg: 89.8910, aux.loss_ce: 0.1609, aux.acc_seg: 84.9243, loss: 0.4087 +2024-03-06 03:24:34,535 - mmseg - INFO - Iter [61200/160000] lr: 2.127e-05, eta: 13:59:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2878, decode.acc_seg: 88.3989, aux.loss_ce: 0.1783, aux.acc_seg: 83.2219, loss: 0.4661 +2024-03-06 03:24:59,567 - mmseg - INFO - Iter [61250/160000] lr: 2.125e-05, eta: 13:58:49, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2492, decode.acc_seg: 89.7486, aux.loss_ce: 0.1646, aux.acc_seg: 84.5027, loss: 0.4139 +2024-03-06 03:25:24,298 - mmseg - INFO - Iter [61300/160000] lr: 2.124e-05, eta: 13:58:22, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2595, decode.acc_seg: 89.3956, aux.loss_ce: 0.1678, aux.acc_seg: 84.0053, loss: 0.4273 +2024-03-06 03:25:49,472 - mmseg - INFO - Iter [61350/160000] lr: 2.123e-05, eta: 13:57:56, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2605, decode.acc_seg: 89.2822, aux.loss_ce: 0.1680, aux.acc_seg: 84.0726, loss: 0.4284 +2024-03-06 03:26:14,362 - mmseg - INFO - Iter [61400/160000] lr: 2.122e-05, eta: 13:57:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2534, decode.acc_seg: 89.5163, aux.loss_ce: 0.1650, aux.acc_seg: 84.1787, loss: 0.4184 +2024-03-06 03:26:39,520 - mmseg - INFO - Iter [61450/160000] lr: 2.121e-05, eta: 13:57:04, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2648, decode.acc_seg: 88.7887, aux.loss_ce: 0.1720, aux.acc_seg: 83.3511, loss: 0.4368 +2024-03-06 03:27:04,640 - mmseg - INFO - Iter [61500/160000] lr: 2.120e-05, eta: 13:56:37, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2637, decode.acc_seg: 89.1232, aux.loss_ce: 0.1642, aux.acc_seg: 84.1831, loss: 0.4279 +2024-03-06 03:27:29,950 - mmseg - INFO - Iter [61550/160000] lr: 2.119e-05, eta: 13:56:12, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2692, decode.acc_seg: 89.0416, aux.loss_ce: 0.1652, aux.acc_seg: 84.3867, loss: 0.4345 +2024-03-06 03:27:55,097 - mmseg - INFO - Iter [61600/160000] lr: 2.118e-05, eta: 13:55:46, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2541, decode.acc_seg: 89.6460, aux.loss_ce: 0.1662, aux.acc_seg: 84.5401, loss: 0.4203 +2024-03-06 03:28:20,096 - mmseg - INFO - Iter [61650/160000] lr: 2.117e-05, eta: 13:55:19, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2521, decode.acc_seg: 89.4633, aux.loss_ce: 0.1610, aux.acc_seg: 84.4620, loss: 0.4130 +2024-03-06 03:28:45,037 - mmseg - INFO - Iter [61700/160000] lr: 2.116e-05, eta: 13:54:53, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2386, decode.acc_seg: 90.1265, aux.loss_ce: 0.1529, aux.acc_seg: 85.3969, loss: 0.3915 +2024-03-06 03:29:09,977 - mmseg - INFO - Iter [61750/160000] lr: 2.115e-05, eta: 13:54:27, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2596, decode.acc_seg: 89.2746, aux.loss_ce: 0.1667, aux.acc_seg: 84.0040, loss: 0.4263 +2024-03-06 03:29:34,842 - mmseg - INFO - Iter [61800/160000] lr: 2.114e-05, eta: 13:54:00, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2530, decode.acc_seg: 89.7580, aux.loss_ce: 0.1642, aux.acc_seg: 84.7294, loss: 0.4172 +2024-03-06 03:29:59,728 - mmseg - INFO - Iter [61850/160000] lr: 2.113e-05, eta: 13:53:34, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2667, decode.acc_seg: 89.2449, aux.loss_ce: 0.1745, aux.acc_seg: 83.7055, loss: 0.4412 +2024-03-06 03:30:27,852 - mmseg - INFO - Iter [61900/160000] lr: 2.111e-05, eta: 13:53:13, time: 0.562, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2722, decode.acc_seg: 88.8745, aux.loss_ce: 0.1745, aux.acc_seg: 83.5516, loss: 0.4467 +2024-03-06 03:30:52,898 - mmseg - INFO - Iter [61950/160000] lr: 2.110e-05, eta: 13:52:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2666, decode.acc_seg: 89.1292, aux.loss_ce: 0.1701, aux.acc_seg: 84.0645, loss: 0.4367 +2024-03-06 03:31:17,814 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:31:17,815 - mmseg - INFO - Iter [62000/160000] lr: 2.109e-05, eta: 13:52:20, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2470, decode.acc_seg: 89.7376, aux.loss_ce: 0.1596, aux.acc_seg: 84.6747, loss: 0.4065 +2024-03-06 03:31:42,716 - mmseg - INFO - Iter [62050/160000] lr: 2.108e-05, eta: 13:51:54, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2371, decode.acc_seg: 90.2297, aux.loss_ce: 0.1534, aux.acc_seg: 85.2032, loss: 0.3905 +2024-03-06 03:32:07,717 - mmseg - INFO - Iter [62100/160000] lr: 2.107e-05, eta: 13:51:27, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2447, decode.acc_seg: 89.8713, aux.loss_ce: 0.1565, aux.acc_seg: 85.2680, loss: 0.4012 +2024-03-06 03:32:32,368 - mmseg - INFO - Iter [62150/160000] lr: 2.106e-05, eta: 13:51:01, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2447, decode.acc_seg: 89.9674, aux.loss_ce: 0.1583, aux.acc_seg: 84.8239, loss: 0.4031 +2024-03-06 03:32:57,448 - mmseg - INFO - Iter [62200/160000] lr: 2.105e-05, eta: 13:50:35, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2542, decode.acc_seg: 89.7121, aux.loss_ce: 0.1646, aux.acc_seg: 84.4905, loss: 0.4188 +2024-03-06 03:33:22,457 - mmseg - INFO - Iter [62250/160000] lr: 2.104e-05, eta: 13:50:08, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2538, decode.acc_seg: 89.5937, aux.loss_ce: 0.1613, aux.acc_seg: 84.7498, loss: 0.4152 +2024-03-06 03:33:47,465 - mmseg - INFO - Iter [62300/160000] lr: 2.103e-05, eta: 13:49:42, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2568, decode.acc_seg: 89.6104, aux.loss_ce: 0.1693, aux.acc_seg: 84.1490, loss: 0.4260 +2024-03-06 03:34:12,404 - mmseg - INFO - Iter [62350/160000] lr: 2.102e-05, eta: 13:49:16, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2539, decode.acc_seg: 89.5056, aux.loss_ce: 0.1632, aux.acc_seg: 84.4108, loss: 0.4171 +2024-03-06 03:34:37,469 - mmseg - INFO - Iter [62400/160000] lr: 2.101e-05, eta: 13:48:50, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2475, decode.acc_seg: 89.9237, aux.loss_ce: 0.1611, aux.acc_seg: 84.8789, loss: 0.4085 +2024-03-06 03:35:02,773 - mmseg - INFO - Iter [62450/160000] lr: 2.100e-05, eta: 13:48:24, time: 0.506, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2434, decode.acc_seg: 90.0440, aux.loss_ce: 0.1570, aux.acc_seg: 84.7628, loss: 0.4004 +2024-03-06 03:35:27,908 - mmseg - INFO - Iter [62500/160000] lr: 2.099e-05, eta: 13:47:58, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2340, decode.acc_seg: 90.1874, aux.loss_ce: 0.1472, aux.acc_seg: 85.6761, loss: 0.3812 +2024-03-06 03:35:53,065 - mmseg - INFO - Iter [62550/160000] lr: 2.097e-05, eta: 13:47:32, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2467, decode.acc_seg: 89.8929, aux.loss_ce: 0.1582, aux.acc_seg: 85.0671, loss: 0.4050 +2024-03-06 03:36:18,165 - mmseg - INFO - Iter [62600/160000] lr: 2.096e-05, eta: 13:47:06, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2529, decode.acc_seg: 89.4475, aux.loss_ce: 0.1626, aux.acc_seg: 84.3998, loss: 0.4155 +2024-03-06 03:36:43,151 - mmseg - INFO - Iter [62650/160000] lr: 2.095e-05, eta: 13:46:40, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2575, decode.acc_seg: 89.5119, aux.loss_ce: 0.1600, aux.acc_seg: 85.1958, loss: 0.4176 +2024-03-06 03:37:08,118 - mmseg - INFO - Iter [62700/160000] lr: 2.094e-05, eta: 13:46:13, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2479, decode.acc_seg: 89.8972, aux.loss_ce: 0.1639, aux.acc_seg: 84.5233, loss: 0.4118 +2024-03-06 03:37:33,199 - mmseg - INFO - Iter [62750/160000] lr: 2.093e-05, eta: 13:45:47, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2489, decode.acc_seg: 89.6388, aux.loss_ce: 0.1561, aux.acc_seg: 84.8464, loss: 0.4051 +2024-03-06 03:37:58,145 - mmseg - INFO - Iter [62800/160000] lr: 2.092e-05, eta: 13:45:21, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2535, decode.acc_seg: 89.5717, aux.loss_ce: 0.1655, aux.acc_seg: 84.3903, loss: 0.4190 +2024-03-06 03:38:23,235 - mmseg - INFO - Iter [62850/160000] lr: 2.091e-05, eta: 13:44:55, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2655, decode.acc_seg: 89.3105, aux.loss_ce: 0.1642, aux.acc_seg: 84.3786, loss: 0.4297 +2024-03-06 03:38:48,277 - mmseg - INFO - Iter [62900/160000] lr: 2.090e-05, eta: 13:44:29, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2665, decode.acc_seg: 89.1384, aux.loss_ce: 0.1723, aux.acc_seg: 83.8350, loss: 0.4388 +2024-03-06 03:39:13,464 - mmseg - INFO - Iter [62950/160000] lr: 2.089e-05, eta: 13:44:03, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2579, decode.acc_seg: 89.1660, aux.loss_ce: 0.1649, aux.acc_seg: 84.1813, loss: 0.4229 +2024-03-06 03:39:38,267 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:39:38,268 - mmseg - INFO - Iter [63000/160000] lr: 2.088e-05, eta: 13:43:36, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2451, decode.acc_seg: 89.8361, aux.loss_ce: 0.1602, aux.acc_seg: 84.8128, loss: 0.4053 +2024-03-06 03:40:03,264 - mmseg - INFO - Iter [63050/160000] lr: 2.087e-05, eta: 13:43:10, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2596, decode.acc_seg: 89.4509, aux.loss_ce: 0.1647, aux.acc_seg: 84.7863, loss: 0.4243 +2024-03-06 03:40:28,525 - mmseg - INFO - Iter [63100/160000] lr: 2.086e-05, eta: 13:42:44, time: 0.505, data_time: 0.013, memory: 6292, decode.loss_ce: 0.2518, decode.acc_seg: 90.0529, aux.loss_ce: 0.1640, aux.acc_seg: 84.6752, loss: 0.4158 +2024-03-06 03:40:53,567 - mmseg - INFO - Iter [63150/160000] lr: 2.085e-05, eta: 13:42:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2602, decode.acc_seg: 89.5726, aux.loss_ce: 0.1627, aux.acc_seg: 84.7150, loss: 0.4230 +2024-03-06 03:41:21,513 - mmseg - INFO - Iter [63200/160000] lr: 2.083e-05, eta: 13:41:57, time: 0.559, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2596, decode.acc_seg: 89.2357, aux.loss_ce: 0.1644, aux.acc_seg: 84.2370, loss: 0.4240 +2024-03-06 03:41:46,587 - mmseg - INFO - Iter [63250/160000] lr: 2.082e-05, eta: 13:41:30, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2487, decode.acc_seg: 89.8270, aux.loss_ce: 0.1628, aux.acc_seg: 84.5170, loss: 0.4116 +2024-03-06 03:42:11,614 - mmseg - INFO - Iter [63300/160000] lr: 2.081e-05, eta: 13:41:04, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2379, decode.acc_seg: 90.4032, aux.loss_ce: 0.1487, aux.acc_seg: 86.0732, loss: 0.3867 +2024-03-06 03:42:36,511 - mmseg - INFO - Iter [63350/160000] lr: 2.080e-05, eta: 13:40:38, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2478, decode.acc_seg: 89.6118, aux.loss_ce: 0.1595, aux.acc_seg: 84.4100, loss: 0.4073 +2024-03-06 03:43:01,372 - mmseg - INFO - Iter [63400/160000] lr: 2.079e-05, eta: 13:40:12, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2464, decode.acc_seg: 89.9578, aux.loss_ce: 0.1614, aux.acc_seg: 84.7428, loss: 0.4078 +2024-03-06 03:43:26,182 - mmseg - INFO - Iter [63450/160000] lr: 2.078e-05, eta: 13:39:45, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2527, decode.acc_seg: 89.8946, aux.loss_ce: 0.1627, aux.acc_seg: 85.0041, loss: 0.4155 +2024-03-06 03:43:50,996 - mmseg - INFO - Iter [63500/160000] lr: 2.077e-05, eta: 13:39:19, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2465, decode.acc_seg: 89.7885, aux.loss_ce: 0.1599, aux.acc_seg: 84.7570, loss: 0.4063 +2024-03-06 03:44:15,939 - mmseg - INFO - Iter [63550/160000] lr: 2.076e-05, eta: 13:38:52, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2462, decode.acc_seg: 89.9643, aux.loss_ce: 0.1527, aux.acc_seg: 85.7218, loss: 0.3989 +2024-03-06 03:44:41,014 - mmseg - INFO - Iter [63600/160000] lr: 2.075e-05, eta: 13:38:26, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2404, decode.acc_seg: 90.2551, aux.loss_ce: 0.1519, aux.acc_seg: 85.5845, loss: 0.3923 +2024-03-06 03:45:06,373 - mmseg - INFO - Iter [63650/160000] lr: 2.074e-05, eta: 13:38:01, time: 0.507, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2528, decode.acc_seg: 89.4684, aux.loss_ce: 0.1620, aux.acc_seg: 84.1753, loss: 0.4148 +2024-03-06 03:45:31,656 - mmseg - INFO - Iter [63700/160000] lr: 2.073e-05, eta: 13:37:35, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2670, decode.acc_seg: 88.9073, aux.loss_ce: 0.1681, aux.acc_seg: 83.7897, loss: 0.4351 +2024-03-06 03:45:56,885 - mmseg - INFO - Iter [63750/160000] lr: 2.072e-05, eta: 13:37:09, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2687, decode.acc_seg: 89.0255, aux.loss_ce: 0.1636, aux.acc_seg: 84.5060, loss: 0.4323 +2024-03-06 03:46:21,940 - mmseg - INFO - Iter [63800/160000] lr: 2.071e-05, eta: 13:36:43, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2624, decode.acc_seg: 89.1931, aux.loss_ce: 0.1602, aux.acc_seg: 84.6421, loss: 0.4226 +2024-03-06 03:46:47,039 - mmseg - INFO - Iter [63850/160000] lr: 2.069e-05, eta: 13:36:17, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2646, decode.acc_seg: 89.0856, aux.loss_ce: 0.1697, aux.acc_seg: 83.8676, loss: 0.4343 +2024-03-06 03:47:11,988 - mmseg - INFO - Iter [63900/160000] lr: 2.068e-05, eta: 13:35:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2480, decode.acc_seg: 89.7520, aux.loss_ce: 0.1655, aux.acc_seg: 84.1648, loss: 0.4135 +2024-03-06 03:47:37,072 - mmseg - INFO - Iter [63950/160000] lr: 2.067e-05, eta: 13:35:25, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2598, decode.acc_seg: 89.3578, aux.loss_ce: 0.1619, aux.acc_seg: 85.0413, loss: 0.4216 +2024-03-06 03:48:02,158 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:48:02,159 - mmseg - INFO - Iter [64000/160000] lr: 2.066e-05, eta: 13:34:59, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2596, decode.acc_seg: 89.3211, aux.loss_ce: 0.1649, aux.acc_seg: 84.1353, loss: 0.4244 +2024-03-06 03:49:38,196 - mmseg - INFO - per class results: +2024-03-06 03:49:38,205 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 74.71 | 88.95 | +| building | 80.83 | 92.08 | +| sky | 94.16 | 97.7 | +| floor | 79.41 | 89.93 | +| tree | 73.31 | 87.14 | +| ceiling | 80.48 | 88.61 | +| road | 81.28 | 92.07 | +| bed | 86.82 | 93.02 | +| windowpane | 58.55 | 76.28 | +| grass | 67.48 | 83.27 | +| cabinet | 57.05 | 69.68 | +| sidewalk | 59.96 | 72.87 | +| person | 79.51 | 92.03 | +| earth | 31.91 | 43.88 | +| door | 38.89 | 47.63 | +| table | 56.11 | 75.8 | +| mountain | 49.37 | 65.51 | +| plant | 52.2 | 64.06 | +| curtain | 71.83 | 83.15 | +| chair | 54.03 | 70.25 | +| car | 82.45 | 90.17 | +| water | 45.37 | 56.17 | +| painting | 69.87 | 84.93 | +| sofa | 63.42 | 83.59 | +| shelf | 37.98 | 50.93 | +| house | 31.02 | 38.31 | +| sea | 45.66 | 68.95 | +| mirror | 57.15 | 64.08 | +| rug | 50.46 | 54.92 | +| field | 28.86 | 44.83 | +| armchair | 35.63 | 48.23 | +| seat | 52.21 | 65.49 | +| fence | 34.86 | 50.48 | +| desk | 45.52 | 62.56 | +| rock | 38.8 | 60.45 | +| wardrobe | 46.02 | 68.23 | +| lamp | 61.08 | 72.35 | +| bathtub | 74.75 | 84.09 | +| railing | 33.52 | 48.18 | +| cushion | 55.36 | 72.61 | +| base | 19.34 | 27.1 | +| box | 19.06 | 26.9 | +| column | 37.49 | 45.34 | +| signboard | 35.97 | 49.33 | +| chest of drawers | 37.41 | 48.42 | +| counter | 29.11 | 41.35 | +| sand | 39.37 | 51.2 | +| sink | 67.28 | 73.31 | +| skyscraper | 58.06 | 70.97 | +| fireplace | 70.3 | 89.49 | +| refrigerator | 65.97 | 82.42 | +| grandstand | 41.71 | 65.26 | +| path | 20.55 | 31.17 | +| stairs | 29.07 | 33.65 | +| runway | 62.99 | 83.63 | +| case | 44.23 | 59.11 | +| pool table | 92.89 | 97.22 | +| pillow | 56.11 | 71.5 | +| screen door | 52.51 | 72.77 | +| stairway | 29.14 | 34.27 | +| river | 13.47 | 36.21 | +| bridge | 54.23 | 61.25 | +| bookcase | 37.51 | 55.7 | +| blind | 31.44 | 33.7 | +| coffee table | 57.47 | 77.53 | +| toilet | 84.04 | 89.38 | +| flower | 44.92 | 57.1 | +| book | 45.63 | 62.28 | +| hill | 7.1 | 8.79 | +| bench | 42.92 | 50.56 | +| countertop | 53.69 | 72.11 | +| stove | 68.44 | 77.37 | +| palm | 46.3 | 74.02 | +| kitchen island | 33.29 | 59.0 | +| computer | 56.46 | 65.49 | +| swivel chair | 41.7 | 61.79 | +| boat | 63.31 | 84.98 | +| bar | 23.31 | 30.82 | +| arcade machine | 58.77 | 63.34 | +| hovel | 27.03 | 41.48 | +| bus | 80.56 | 91.41 | +| towel | 53.2 | 67.02 | +| light | 48.47 | 53.37 | +| truck | 23.11 | 35.0 | +| tower | 38.42 | 49.39 | +| chandelier | 64.52 | 86.36 | +| awning | 21.35 | 28.31 | +| streetlight | 22.74 | 29.5 | +| booth | 42.27 | 57.54 | +| television receiver | 64.79 | 82.98 | +| airplane | 56.99 | 62.2 | +| dirt track | 1.28 | 2.94 | +| apparel | 35.4 | 55.97 | +| pole | 19.92 | 28.74 | +| land | 7.75 | 14.86 | +| bannister | 10.69 | 12.9 | +| escalator | 21.84 | 27.29 | +| ottoman | 35.94 | 46.22 | +| bottle | 36.95 | 57.91 | +| buffet | 43.9 | 51.78 | +| poster | 23.92 | 30.93 | +| stage | 18.0 | 23.82 | +| van | 36.74 | 45.37 | +| ship | 49.8 | 53.85 | +| fountain | 17.18 | 18.22 | +| conveyer belt | 64.13 | 87.8 | +| canopy | 40.43 | 47.98 | +| washer | 71.25 | 73.95 | +| plaything | 25.64 | 38.23 | +| swimming pool | 51.89 | 69.22 | +| stool | 35.38 | 53.31 | +| barrel | 51.2 | 67.45 | +| basket | 29.53 | 38.5 | +| waterfall | 67.25 | 74.66 | +| tent | 92.7 | 98.59 | +| bag | 11.55 | 15.45 | +| minibike | 66.08 | 81.69 | +| cradle | 81.13 | 95.4 | +| oven | 38.93 | 72.23 | +| ball | 32.55 | 33.27 | +| food | 55.66 | 65.04 | +| step | 9.91 | 12.87 | +| tank | 37.76 | 43.43 | +| trade name | 25.56 | 32.8 | +| microwave | 53.67 | 56.48 | +| pot | 39.76 | 46.51 | +| animal | 56.19 | 59.05 | +| bicycle | 56.17 | 74.4 | +| lake | 57.73 | 64.86 | +| dishwasher | 57.83 | 69.01 | +| screen | 64.12 | 86.44 | +| blanket | 11.93 | 14.42 | +| sculpture | 43.91 | 57.11 | +| hood | 55.54 | 71.89 | +| sconce | 39.65 | 49.81 | +| vase | 37.51 | 53.54 | +| traffic light | 30.21 | 47.41 | +| tray | 8.84 | 16.49 | +| ashcan | 39.06 | 49.51 | +| fan | 55.32 | 68.67 | +| pier | 40.18 | 65.74 | +| crt screen | 6.25 | 11.21 | +| plate | 50.2 | 64.54 | +| monitor | 15.28 | 20.25 | +| bulletin board | 34.97 | 47.85 | +| shower | 0.16 | 0.17 | +| radiator | 50.98 | 58.05 | +| glass | 14.05 | 15.36 | +| clock | 20.34 | 22.58 | +| flag | 40.45 | 44.16 | ++---------------------+-------+-------+ +2024-03-06 03:49:38,205 - mmseg - INFO - Summary: +2024-03-06 03:49:38,205 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 81.11 | 45.75 | 57.41 | ++-------+-------+-------+ +2024-03-06 03:49:38,216 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:49:38,216 - mmseg - INFO - Iter(val) [500] aAcc: 0.8111, mIoU: 0.4575, mAcc: 0.5741, IoU.wall: 0.7471, IoU.building: 0.8083, IoU.sky: 0.9416, IoU.floor: 0.7941, IoU.tree: 0.7331, IoU.ceiling: 0.8048, IoU.road: 0.8128, IoU.bed : 0.8682, IoU.windowpane: 0.5855, IoU.grass: 0.6748, IoU.cabinet: 0.5705, IoU.sidewalk: 0.5996, IoU.person: 0.7951, IoU.earth: 0.3191, IoU.door: 0.3889, IoU.table: 0.5611, IoU.mountain: 0.4937, IoU.plant: 0.5220, IoU.curtain: 0.7183, IoU.chair: 0.5403, IoU.car: 0.8245, IoU.water: 0.4537, IoU.painting: 0.6987, IoU.sofa: 0.6342, IoU.shelf: 0.3798, IoU.house: 0.3102, IoU.sea: 0.4566, IoU.mirror: 0.5715, IoU.rug: 0.5046, IoU.field: 0.2886, IoU.armchair: 0.3563, IoU.seat: 0.5221, IoU.fence: 0.3486, IoU.desk: 0.4552, IoU.rock: 0.3880, IoU.wardrobe: 0.4602, IoU.lamp: 0.6108, IoU.bathtub: 0.7475, IoU.railing: 0.3352, IoU.cushion: 0.5536, IoU.base: 0.1934, IoU.box: 0.1906, IoU.column: 0.3749, IoU.signboard: 0.3597, IoU.chest of drawers: 0.3741, IoU.counter: 0.2911, IoU.sand: 0.3937, IoU.sink: 0.6728, IoU.skyscraper: 0.5806, IoU.fireplace: 0.7030, IoU.refrigerator: 0.6597, IoU.grandstand: 0.4171, IoU.path: 0.2055, IoU.stairs: 0.2907, IoU.runway: 0.6299, IoU.case: 0.4423, IoU.pool table: 0.9289, IoU.pillow: 0.5611, IoU.screen door: 0.5251, IoU.stairway: 0.2914, IoU.river: 0.1347, IoU.bridge: 0.5423, IoU.bookcase: 0.3751, IoU.blind: 0.3144, IoU.coffee table: 0.5747, IoU.toilet: 0.8404, IoU.flower: 0.4492, IoU.book: 0.4563, IoU.hill: 0.0710, IoU.bench: 0.4292, IoU.countertop: 0.5369, IoU.stove: 0.6844, IoU.palm: 0.4630, IoU.kitchen island: 0.3329, IoU.computer: 0.5646, IoU.swivel chair: 0.4170, IoU.boat: 0.6331, IoU.bar: 0.2331, IoU.arcade machine: 0.5877, IoU.hovel: 0.2703, IoU.bus: 0.8056, IoU.towel: 0.5320, IoU.light: 0.4847, IoU.truck: 0.2311, IoU.tower: 0.3842, IoU.chandelier: 0.6452, IoU.awning: 0.2135, IoU.streetlight: 0.2274, IoU.booth: 0.4227, IoU.television receiver: 0.6479, IoU.airplane: 0.5699, IoU.dirt track: 0.0128, IoU.apparel: 0.3540, IoU.pole: 0.1992, IoU.land: 0.0775, IoU.bannister: 0.1069, IoU.escalator: 0.2184, IoU.ottoman: 0.3594, IoU.bottle: 0.3695, IoU.buffet: 0.4390, IoU.poster: 0.2392, IoU.stage: 0.1800, IoU.van: 0.3674, IoU.ship: 0.4980, IoU.fountain: 0.1718, IoU.conveyer belt: 0.6413, IoU.canopy: 0.4043, IoU.washer: 0.7125, IoU.plaything: 0.2564, IoU.swimming pool: 0.5189, IoU.stool: 0.3538, IoU.barrel: 0.5120, IoU.basket: 0.2953, IoU.waterfall: 0.6725, IoU.tent: 0.9270, IoU.bag: 0.1155, IoU.minibike: 0.6608, IoU.cradle: 0.8113, IoU.oven: 0.3893, IoU.ball: 0.3255, IoU.food: 0.5566, IoU.step: 0.0991, IoU.tank: 0.3776, IoU.trade name: 0.2556, IoU.microwave: 0.5367, IoU.pot: 0.3976, IoU.animal: 0.5619, IoU.bicycle: 0.5617, IoU.lake: 0.5773, IoU.dishwasher: 0.5783, IoU.screen: 0.6412, IoU.blanket: 0.1193, IoU.sculpture: 0.4391, IoU.hood: 0.5554, IoU.sconce: 0.3965, IoU.vase: 0.3751, IoU.traffic light: 0.3021, IoU.tray: 0.0884, IoU.ashcan: 0.3906, IoU.fan: 0.5532, IoU.pier: 0.4018, IoU.crt screen: 0.0625, IoU.plate: 0.5020, IoU.monitor: 0.1528, IoU.bulletin board: 0.3497, IoU.shower: 0.0016, IoU.radiator: 0.5098, IoU.glass: 0.1405, IoU.clock: 0.2034, IoU.flag: 0.4045, Acc.wall: 0.8895, Acc.building: 0.9208, Acc.sky: 0.9770, Acc.floor: 0.8993, Acc.tree: 0.8714, Acc.ceiling: 0.8861, Acc.road: 0.9207, Acc.bed : 0.9302, Acc.windowpane: 0.7628, Acc.grass: 0.8327, Acc.cabinet: 0.6968, Acc.sidewalk: 0.7287, Acc.person: 0.9203, Acc.earth: 0.4388, Acc.door: 0.4763, Acc.table: 0.7580, Acc.mountain: 0.6551, Acc.plant: 0.6406, Acc.curtain: 0.8315, Acc.chair: 0.7025, Acc.car: 0.9017, Acc.water: 0.5617, Acc.painting: 0.8493, Acc.sofa: 0.8359, Acc.shelf: 0.5093, Acc.house: 0.3831, Acc.sea: 0.6895, Acc.mirror: 0.6408, Acc.rug: 0.5492, Acc.field: 0.4483, Acc.armchair: 0.4823, Acc.seat: 0.6549, Acc.fence: 0.5048, Acc.desk: 0.6256, Acc.rock: 0.6045, Acc.wardrobe: 0.6823, Acc.lamp: 0.7235, Acc.bathtub: 0.8409, Acc.railing: 0.4818, Acc.cushion: 0.7261, Acc.base: 0.2710, Acc.box: 0.2690, Acc.column: 0.4534, Acc.signboard: 0.4933, Acc.chest of drawers: 0.4842, Acc.counter: 0.4135, Acc.sand: 0.5120, Acc.sink: 0.7331, Acc.skyscraper: 0.7097, Acc.fireplace: 0.8949, Acc.refrigerator: 0.8242, Acc.grandstand: 0.6526, Acc.path: 0.3117, Acc.stairs: 0.3365, Acc.runway: 0.8363, Acc.case: 0.5911, Acc.pool table: 0.9722, Acc.pillow: 0.7150, Acc.screen door: 0.7277, Acc.stairway: 0.3427, Acc.river: 0.3621, Acc.bridge: 0.6125, Acc.bookcase: 0.5570, Acc.blind: 0.3370, Acc.coffee table: 0.7753, Acc.toilet: 0.8938, Acc.flower: 0.5710, Acc.book: 0.6228, Acc.hill: 0.0879, Acc.bench: 0.5056, Acc.countertop: 0.7211, Acc.stove: 0.7737, Acc.palm: 0.7402, Acc.kitchen island: 0.5900, Acc.computer: 0.6549, Acc.swivel chair: 0.6179, Acc.boat: 0.8498, Acc.bar: 0.3082, Acc.arcade machine: 0.6334, Acc.hovel: 0.4148, Acc.bus: 0.9141, Acc.towel: 0.6702, Acc.light: 0.5337, Acc.truck: 0.3500, Acc.tower: 0.4939, Acc.chandelier: 0.8636, Acc.awning: 0.2831, Acc.streetlight: 0.2950, Acc.booth: 0.5754, Acc.television receiver: 0.8298, Acc.airplane: 0.6220, Acc.dirt track: 0.0294, Acc.apparel: 0.5597, Acc.pole: 0.2874, Acc.land: 0.1486, Acc.bannister: 0.1290, Acc.escalator: 0.2729, Acc.ottoman: 0.4622, Acc.bottle: 0.5791, Acc.buffet: 0.5178, Acc.poster: 0.3093, Acc.stage: 0.2382, Acc.van: 0.4537, Acc.ship: 0.5385, Acc.fountain: 0.1822, Acc.conveyer belt: 0.8780, Acc.canopy: 0.4798, Acc.washer: 0.7395, Acc.plaything: 0.3823, Acc.swimming pool: 0.6922, Acc.stool: 0.5331, Acc.barrel: 0.6745, Acc.basket: 0.3850, Acc.waterfall: 0.7466, Acc.tent: 0.9859, Acc.bag: 0.1545, Acc.minibike: 0.8169, Acc.cradle: 0.9540, Acc.oven: 0.7223, Acc.ball: 0.3327, Acc.food: 0.6504, Acc.step: 0.1287, Acc.tank: 0.4343, Acc.trade name: 0.3280, Acc.microwave: 0.5648, Acc.pot: 0.4651, Acc.animal: 0.5905, Acc.bicycle: 0.7440, Acc.lake: 0.6486, Acc.dishwasher: 0.6901, Acc.screen: 0.8644, Acc.blanket: 0.1442, Acc.sculpture: 0.5711, Acc.hood: 0.7189, Acc.sconce: 0.4981, Acc.vase: 0.5354, Acc.traffic light: 0.4741, Acc.tray: 0.1649, Acc.ashcan: 0.4951, Acc.fan: 0.6867, Acc.pier: 0.6574, Acc.crt screen: 0.1121, Acc.plate: 0.6454, Acc.monitor: 0.2025, Acc.bulletin board: 0.4785, Acc.shower: 0.0017, Acc.radiator: 0.5805, Acc.glass: 0.1536, Acc.clock: 0.2258, Acc.flag: 0.4416 +2024-03-06 03:50:03,305 - mmseg - INFO - Iter [64050/160000] lr: 2.065e-05, eta: 13:36:56, time: 2.423, data_time: 1.929, memory: 6292, decode.loss_ce: 0.2484, decode.acc_seg: 89.8801, aux.loss_ce: 0.1586, aux.acc_seg: 84.4597, loss: 0.4071 +2024-03-06 03:50:28,334 - mmseg - INFO - Iter [64100/160000] lr: 2.064e-05, eta: 13:36:30, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2558, decode.acc_seg: 89.3351, aux.loss_ce: 0.1624, aux.acc_seg: 84.2214, loss: 0.4182 +2024-03-06 03:50:53,516 - mmseg - INFO - Iter [64150/160000] lr: 2.063e-05, eta: 13:36:04, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2454, decode.acc_seg: 89.7142, aux.loss_ce: 0.1532, aux.acc_seg: 85.2320, loss: 0.3986 +2024-03-06 03:51:18,407 - mmseg - INFO - Iter [64200/160000] lr: 2.062e-05, eta: 13:35:38, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2553, decode.acc_seg: 89.7906, aux.loss_ce: 0.1625, aux.acc_seg: 84.6179, loss: 0.4179 +2024-03-06 03:51:43,321 - mmseg - INFO - Iter [64250/160000] lr: 2.061e-05, eta: 13:35:11, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2551, decode.acc_seg: 89.2199, aux.loss_ce: 0.1671, aux.acc_seg: 83.8426, loss: 0.4222 +2024-03-06 03:52:08,220 - mmseg - INFO - Iter [64300/160000] lr: 2.060e-05, eta: 13:34:45, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2532, decode.acc_seg: 89.2889, aux.loss_ce: 0.1623, aux.acc_seg: 84.4836, loss: 0.4155 +2024-03-06 03:52:33,224 - mmseg - INFO - Iter [64350/160000] lr: 2.059e-05, eta: 13:34:18, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2771, decode.acc_seg: 89.0658, aux.loss_ce: 0.1768, aux.acc_seg: 83.7646, loss: 0.4539 +2024-03-06 03:52:58,303 - mmseg - INFO - Iter [64400/160000] lr: 2.058e-05, eta: 13:33:52, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2509, decode.acc_seg: 89.5132, aux.loss_ce: 0.1617, aux.acc_seg: 84.4604, loss: 0.4126 +2024-03-06 03:53:26,233 - mmseg - INFO - Iter [64450/160000] lr: 2.057e-05, eta: 13:33:30, time: 0.559, data_time: 0.058, memory: 6292, decode.loss_ce: 0.2492, decode.acc_seg: 89.6410, aux.loss_ce: 0.1585, aux.acc_seg: 84.8156, loss: 0.4077 +2024-03-06 03:53:51,418 - mmseg - INFO - Iter [64500/160000] lr: 2.056e-05, eta: 13:33:04, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2598, decode.acc_seg: 89.2121, aux.loss_ce: 0.1598, aux.acc_seg: 84.6089, loss: 0.4196 +2024-03-06 03:54:16,480 - mmseg - INFO - Iter [64550/160000] lr: 2.054e-05, eta: 13:32:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2359, decode.acc_seg: 90.2789, aux.loss_ce: 0.1539, aux.acc_seg: 85.3941, loss: 0.3898 +2024-03-06 03:54:41,322 - mmseg - INFO - Iter [64600/160000] lr: 2.053e-05, eta: 13:32:11, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2487, decode.acc_seg: 89.8188, aux.loss_ce: 0.1606, aux.acc_seg: 84.6088, loss: 0.4093 +2024-03-06 03:55:06,436 - mmseg - INFO - Iter [64650/160000] lr: 2.052e-05, eta: 13:31:45, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2417, decode.acc_seg: 89.7837, aux.loss_ce: 0.1551, aux.acc_seg: 84.7749, loss: 0.3967 +2024-03-06 03:55:31,491 - mmseg - INFO - Iter [64700/160000] lr: 2.051e-05, eta: 13:31:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2633, decode.acc_seg: 89.0060, aux.loss_ce: 0.1688, aux.acc_seg: 84.0132, loss: 0.4321 +2024-03-06 03:55:56,460 - mmseg - INFO - Iter [64750/160000] lr: 2.050e-05, eta: 13:30:52, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2519, decode.acc_seg: 89.6925, aux.loss_ce: 0.1614, aux.acc_seg: 84.7209, loss: 0.4133 +2024-03-06 03:56:21,465 - mmseg - INFO - Iter [64800/160000] lr: 2.049e-05, eta: 13:30:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2532, decode.acc_seg: 89.6582, aux.loss_ce: 0.1615, aux.acc_seg: 84.7629, loss: 0.4147 +2024-03-06 03:56:46,451 - mmseg - INFO - Iter [64850/160000] lr: 2.048e-05, eta: 13:30:00, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2501, decode.acc_seg: 89.7468, aux.loss_ce: 0.1569, aux.acc_seg: 85.1053, loss: 0.4070 +2024-03-06 03:57:11,558 - mmseg - INFO - Iter [64900/160000] lr: 2.047e-05, eta: 13:29:33, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2484, decode.acc_seg: 89.8944, aux.loss_ce: 0.1555, aux.acc_seg: 85.2298, loss: 0.4039 +2024-03-06 03:57:36,586 - mmseg - INFO - Iter [64950/160000] lr: 2.046e-05, eta: 13:29:07, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2582, decode.acc_seg: 89.6781, aux.loss_ce: 0.1650, aux.acc_seg: 84.3604, loss: 0.4232 +2024-03-06 03:58:01,824 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 03:58:01,824 - mmseg - INFO - Iter [65000/160000] lr: 2.045e-05, eta: 13:28:41, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2412, decode.acc_seg: 90.2234, aux.loss_ce: 0.1556, aux.acc_seg: 85.3237, loss: 0.3969 +2024-03-06 03:58:26,979 - mmseg - INFO - Iter [65050/160000] lr: 2.044e-05, eta: 13:28:15, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2446, decode.acc_seg: 89.8641, aux.loss_ce: 0.1521, aux.acc_seg: 85.4322, loss: 0.3967 +2024-03-06 03:58:51,939 - mmseg - INFO - Iter [65100/160000] lr: 2.043e-05, eta: 13:27:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2610, decode.acc_seg: 89.2454, aux.loss_ce: 0.1663, aux.acc_seg: 84.1973, loss: 0.4273 +2024-03-06 03:59:17,102 - mmseg - INFO - Iter [65150/160000] lr: 2.042e-05, eta: 13:27:23, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2566, decode.acc_seg: 89.5876, aux.loss_ce: 0.1621, aux.acc_seg: 84.5084, loss: 0.4186 +2024-03-06 03:59:42,262 - mmseg - INFO - Iter [65200/160000] lr: 2.040e-05, eta: 13:26:57, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2302, decode.acc_seg: 90.2621, aux.loss_ce: 0.1487, aux.acc_seg: 85.5219, loss: 0.3789 +2024-03-06 04:00:07,510 - mmseg - INFO - Iter [65250/160000] lr: 2.039e-05, eta: 13:26:31, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2666, decode.acc_seg: 89.0314, aux.loss_ce: 0.1684, aux.acc_seg: 83.7531, loss: 0.4350 +2024-03-06 04:00:32,656 - mmseg - INFO - Iter [65300/160000] lr: 2.038e-05, eta: 13:26:04, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2686, decode.acc_seg: 89.0418, aux.loss_ce: 0.1673, aux.acc_seg: 84.4167, loss: 0.4360 +2024-03-06 04:00:57,638 - mmseg - INFO - Iter [65350/160000] lr: 2.037e-05, eta: 13:25:38, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2705, decode.acc_seg: 88.9514, aux.loss_ce: 0.1685, aux.acc_seg: 84.1433, loss: 0.4391 +2024-03-06 04:01:22,667 - mmseg - INFO - Iter [65400/160000] lr: 2.036e-05, eta: 13:25:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2628, decode.acc_seg: 89.5490, aux.loss_ce: 0.1711, aux.acc_seg: 84.1764, loss: 0.4338 +2024-03-06 04:01:47,496 - mmseg - INFO - Iter [65450/160000] lr: 2.035e-05, eta: 13:24:45, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2656, decode.acc_seg: 89.1300, aux.loss_ce: 0.1697, aux.acc_seg: 84.0952, loss: 0.4353 +2024-03-06 04:02:12,105 - mmseg - INFO - Iter [65500/160000] lr: 2.034e-05, eta: 13:24:18, time: 0.492, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2484, decode.acc_seg: 89.7572, aux.loss_ce: 0.1621, aux.acc_seg: 84.6249, loss: 0.4105 +2024-03-06 04:02:37,197 - mmseg - INFO - Iter [65550/160000] lr: 2.033e-05, eta: 13:23:52, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2428, decode.acc_seg: 90.1461, aux.loss_ce: 0.1553, aux.acc_seg: 85.3057, loss: 0.3981 +2024-03-06 04:03:02,181 - mmseg - INFO - Iter [65600/160000] lr: 2.032e-05, eta: 13:23:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2321, decode.acc_seg: 90.3056, aux.loss_ce: 0.1516, aux.acc_seg: 85.2796, loss: 0.3837 +2024-03-06 04:03:27,268 - mmseg - INFO - Iter [65650/160000] lr: 2.031e-05, eta: 13:23:00, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2538, decode.acc_seg: 89.6568, aux.loss_ce: 0.1593, aux.acc_seg: 84.9350, loss: 0.4131 +2024-03-06 04:03:55,199 - mmseg - INFO - Iter [65700/160000] lr: 2.030e-05, eta: 13:22:38, time: 0.559, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2423, decode.acc_seg: 89.9378, aux.loss_ce: 0.1546, aux.acc_seg: 85.2986, loss: 0.3969 +2024-03-06 04:04:20,146 - mmseg - INFO - Iter [65750/160000] lr: 2.029e-05, eta: 13:22:11, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2520, decode.acc_seg: 89.4475, aux.loss_ce: 0.1654, aux.acc_seg: 84.3258, loss: 0.4174 +2024-03-06 04:04:45,204 - mmseg - INFO - Iter [65800/160000] lr: 2.028e-05, eta: 13:21:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2354, decode.acc_seg: 90.2600, aux.loss_ce: 0.1511, aux.acc_seg: 85.5286, loss: 0.3865 +2024-03-06 04:05:10,245 - mmseg - INFO - Iter [65850/160000] lr: 2.026e-05, eta: 13:21:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2419, decode.acc_seg: 89.8666, aux.loss_ce: 0.1535, aux.acc_seg: 85.0938, loss: 0.3954 +2024-03-06 04:05:35,285 - mmseg - INFO - Iter [65900/160000] lr: 2.025e-05, eta: 13:20:53, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2276, decode.acc_seg: 90.3281, aux.loss_ce: 0.1452, aux.acc_seg: 85.6664, loss: 0.3727 +2024-03-06 04:06:00,381 - mmseg - INFO - Iter [65950/160000] lr: 2.024e-05, eta: 13:20:26, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2342, decode.acc_seg: 90.3533, aux.loss_ce: 0.1541, aux.acc_seg: 85.6918, loss: 0.3882 +2024-03-06 04:06:25,349 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:06:25,349 - mmseg - INFO - Iter [66000/160000] lr: 2.023e-05, eta: 13:20:00, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2418, decode.acc_seg: 90.1215, aux.loss_ce: 0.1558, aux.acc_seg: 85.1499, loss: 0.3976 +2024-03-06 04:06:50,454 - mmseg - INFO - Iter [66050/160000] lr: 2.022e-05, eta: 13:19:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2541, decode.acc_seg: 89.4872, aux.loss_ce: 0.1655, aux.acc_seg: 84.5238, loss: 0.4195 +2024-03-06 04:07:15,638 - mmseg - INFO - Iter [66100/160000] lr: 2.021e-05, eta: 13:19:08, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2369, decode.acc_seg: 90.1307, aux.loss_ce: 0.1516, aux.acc_seg: 85.4833, loss: 0.3885 +2024-03-06 04:07:40,803 - mmseg - INFO - Iter [66150/160000] lr: 2.020e-05, eta: 13:18:42, time: 0.503, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2444, decode.acc_seg: 89.8702, aux.loss_ce: 0.1590, aux.acc_seg: 84.6498, loss: 0.4033 +2024-03-06 04:08:05,973 - mmseg - INFO - Iter [66200/160000] lr: 2.019e-05, eta: 13:18:16, time: 0.503, data_time: 0.013, memory: 6292, decode.loss_ce: 0.2436, decode.acc_seg: 89.8729, aux.loss_ce: 0.1574, aux.acc_seg: 84.7538, loss: 0.4010 +2024-03-06 04:08:30,939 - mmseg - INFO - Iter [66250/160000] lr: 2.018e-05, eta: 13:17:50, time: 0.499, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2400, decode.acc_seg: 90.3362, aux.loss_ce: 0.1533, aux.acc_seg: 85.7990, loss: 0.3933 +2024-03-06 04:08:56,022 - mmseg - INFO - Iter [66300/160000] lr: 2.017e-05, eta: 13:17:23, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2304, decode.acc_seg: 90.3697, aux.loss_ce: 0.1478, aux.acc_seg: 85.7444, loss: 0.3782 +2024-03-06 04:09:20,854 - mmseg - INFO - Iter [66350/160000] lr: 2.016e-05, eta: 13:16:57, time: 0.497, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2531, decode.acc_seg: 89.7519, aux.loss_ce: 0.1654, aux.acc_seg: 84.6421, loss: 0.4185 +2024-03-06 04:09:46,641 - mmseg - INFO - Iter [66400/160000] lr: 2.015e-05, eta: 13:16:32, time: 0.516, data_time: 0.020, memory: 6292, decode.loss_ce: 0.2416, decode.acc_seg: 89.7660, aux.loss_ce: 0.1586, aux.acc_seg: 84.5045, loss: 0.4002 +2024-03-06 04:10:12,008 - mmseg - INFO - Iter [66450/160000] lr: 2.014e-05, eta: 13:16:06, time: 0.507, data_time: 0.014, memory: 6292, decode.loss_ce: 0.2536, decode.acc_seg: 89.8672, aux.loss_ce: 0.1545, aux.acc_seg: 85.0361, loss: 0.4081 +2024-03-06 04:10:37,433 - mmseg - INFO - Iter [66500/160000] lr: 2.012e-05, eta: 13:15:40, time: 0.508, data_time: 0.016, memory: 6292, decode.loss_ce: 0.2381, decode.acc_seg: 90.4341, aux.loss_ce: 0.1557, aux.acc_seg: 85.4263, loss: 0.3938 +2024-03-06 04:11:02,664 - mmseg - INFO - Iter [66550/160000] lr: 2.011e-05, eta: 13:15:14, time: 0.505, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2447, decode.acc_seg: 89.8611, aux.loss_ce: 0.1569, aux.acc_seg: 85.0040, loss: 0.4016 +2024-03-06 04:11:28,016 - mmseg - INFO - Iter [66600/160000] lr: 2.010e-05, eta: 13:14:48, time: 0.507, data_time: 0.014, memory: 6292, decode.loss_ce: 0.2552, decode.acc_seg: 89.5094, aux.loss_ce: 0.1549, aux.acc_seg: 85.0509, loss: 0.4101 +2024-03-06 04:11:53,237 - mmseg - INFO - Iter [66650/160000] lr: 2.009e-05, eta: 13:14:23, time: 0.505, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2465, decode.acc_seg: 89.7142, aux.loss_ce: 0.1566, aux.acc_seg: 84.9319, loss: 0.4031 +2024-03-06 04:12:18,381 - mmseg - INFO - Iter [66700/160000] lr: 2.008e-05, eta: 13:13:56, time: 0.503, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2428, decode.acc_seg: 89.9245, aux.loss_ce: 0.1546, aux.acc_seg: 85.1187, loss: 0.3975 +2024-03-06 04:12:43,648 - mmseg - INFO - Iter [66750/160000] lr: 2.007e-05, eta: 13:13:31, time: 0.505, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2430, decode.acc_seg: 89.9194, aux.loss_ce: 0.1519, aux.acc_seg: 85.4942, loss: 0.3950 +2024-03-06 04:13:08,778 - mmseg - INFO - Iter [66800/160000] lr: 2.006e-05, eta: 13:13:04, time: 0.503, data_time: 0.012, memory: 6292, decode.loss_ce: 0.2388, decode.acc_seg: 89.8498, aux.loss_ce: 0.1582, aux.acc_seg: 84.6341, loss: 0.3970 +2024-03-06 04:13:33,930 - mmseg - INFO - Iter [66850/160000] lr: 2.005e-05, eta: 13:12:38, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2394, decode.acc_seg: 89.9809, aux.loss_ce: 0.1551, aux.acc_seg: 85.2489, loss: 0.3945 +2024-03-06 04:13:59,148 - mmseg - INFO - Iter [66900/160000] lr: 2.004e-05, eta: 13:12:12, time: 0.504, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2378, decode.acc_seg: 90.0993, aux.loss_ce: 0.1467, aux.acc_seg: 85.8723, loss: 0.3845 +2024-03-06 04:14:27,526 - mmseg - INFO - Iter [66950/160000] lr: 2.003e-05, eta: 13:11:51, time: 0.567, data_time: 0.062, memory: 6292, decode.loss_ce: 0.2576, decode.acc_seg: 89.6090, aux.loss_ce: 0.1594, aux.acc_seg: 84.9711, loss: 0.4170 +2024-03-06 04:14:52,822 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:14:52,822 - mmseg - INFO - Iter [67000/160000] lr: 2.002e-05, eta: 13:11:25, time: 0.506, data_time: 0.013, memory: 6292, decode.loss_ce: 0.2432, decode.acc_seg: 90.0272, aux.loss_ce: 0.1579, aux.acc_seg: 85.1420, loss: 0.4010 +2024-03-06 04:15:18,153 - mmseg - INFO - Iter [67050/160000] lr: 2.001e-05, eta: 13:10:59, time: 0.506, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2677, decode.acc_seg: 89.3268, aux.loss_ce: 0.1689, aux.acc_seg: 84.6204, loss: 0.4365 +2024-03-06 04:15:43,350 - mmseg - INFO - Iter [67100/160000] lr: 2.000e-05, eta: 13:10:33, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2623, decode.acc_seg: 89.0093, aux.loss_ce: 0.1625, aux.acc_seg: 84.1706, loss: 0.4248 +2024-03-06 04:16:08,238 - mmseg - INFO - Iter [67150/160000] lr: 1.998e-05, eta: 13:10:07, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2511, decode.acc_seg: 89.6937, aux.loss_ce: 0.1579, aux.acc_seg: 85.2305, loss: 0.4090 +2024-03-06 04:16:33,413 - mmseg - INFO - Iter [67200/160000] lr: 1.997e-05, eta: 13:09:41, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2489, decode.acc_seg: 89.8607, aux.loss_ce: 0.1573, aux.acc_seg: 85.0967, loss: 0.4062 +2024-03-06 04:16:58,566 - mmseg - INFO - Iter [67250/160000] lr: 1.996e-05, eta: 13:09:15, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2389, decode.acc_seg: 89.9307, aux.loss_ce: 0.1527, aux.acc_seg: 85.3318, loss: 0.3916 +2024-03-06 04:17:23,621 - mmseg - INFO - Iter [67300/160000] lr: 1.995e-05, eta: 13:08:49, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2506, decode.acc_seg: 89.7241, aux.loss_ce: 0.1607, aux.acc_seg: 84.7631, loss: 0.4113 +2024-03-06 04:17:48,419 - mmseg - INFO - Iter [67350/160000] lr: 1.994e-05, eta: 13:08:22, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2345, decode.acc_seg: 90.2153, aux.loss_ce: 0.1503, aux.acc_seg: 85.4926, loss: 0.3848 +2024-03-06 04:18:13,277 - mmseg - INFO - Iter [67400/160000] lr: 1.993e-05, eta: 13:07:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2209, decode.acc_seg: 90.4938, aux.loss_ce: 0.1452, aux.acc_seg: 85.5786, loss: 0.3661 +2024-03-06 04:18:38,259 - mmseg - INFO - Iter [67450/160000] lr: 1.992e-05, eta: 13:07:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2471, decode.acc_seg: 90.0205, aux.loss_ce: 0.1579, aux.acc_seg: 85.1751, loss: 0.4050 +2024-03-06 04:19:03,289 - mmseg - INFO - Iter [67500/160000] lr: 1.991e-05, eta: 13:07:03, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2463, decode.acc_seg: 89.8679, aux.loss_ce: 0.1521, aux.acc_seg: 85.4155, loss: 0.3984 +2024-03-06 04:19:28,346 - mmseg - INFO - Iter [67550/160000] lr: 1.990e-05, eta: 13:06:37, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2526, decode.acc_seg: 89.8690, aux.loss_ce: 0.1660, aux.acc_seg: 84.6188, loss: 0.4185 +2024-03-06 04:19:53,566 - mmseg - INFO - Iter [67600/160000] lr: 1.989e-05, eta: 13:06:11, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2415, decode.acc_seg: 90.1359, aux.loss_ce: 0.1554, aux.acc_seg: 85.2610, loss: 0.3969 +2024-03-06 04:20:18,650 - mmseg - INFO - Iter [67650/160000] lr: 1.988e-05, eta: 13:05:45, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2491, decode.acc_seg: 89.7568, aux.loss_ce: 0.1609, aux.acc_seg: 84.4205, loss: 0.4100 +2024-03-06 04:20:43,753 - mmseg - INFO - Iter [67700/160000] lr: 1.987e-05, eta: 13:05:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2570, decode.acc_seg: 89.4281, aux.loss_ce: 0.1681, aux.acc_seg: 83.9482, loss: 0.4251 +2024-03-06 04:21:08,730 - mmseg - INFO - Iter [67750/160000] lr: 1.986e-05, eta: 13:04:53, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2495, decode.acc_seg: 89.6402, aux.loss_ce: 0.1603, aux.acc_seg: 84.5841, loss: 0.4098 +2024-03-06 04:21:33,826 - mmseg - INFO - Iter [67800/160000] lr: 1.984e-05, eta: 13:04:26, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2268, decode.acc_seg: 90.4697, aux.loss_ce: 0.1509, aux.acc_seg: 85.2140, loss: 0.3777 +2024-03-06 04:21:58,946 - mmseg - INFO - Iter [67850/160000] lr: 1.983e-05, eta: 13:04:00, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2484, decode.acc_seg: 89.7304, aux.loss_ce: 0.1619, aux.acc_seg: 84.5446, loss: 0.4103 +2024-03-06 04:22:24,016 - mmseg - INFO - Iter [67900/160000] lr: 1.982e-05, eta: 13:03:34, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2510, decode.acc_seg: 89.5669, aux.loss_ce: 0.1604, aux.acc_seg: 84.5143, loss: 0.4114 +2024-03-06 04:22:49,005 - mmseg - INFO - Iter [67950/160000] lr: 1.981e-05, eta: 13:03:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2391, decode.acc_seg: 90.0025, aux.loss_ce: 0.1515, aux.acc_seg: 85.2724, loss: 0.3907 +2024-03-06 04:23:14,093 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:23:14,094 - mmseg - INFO - Iter [68000/160000] lr: 1.980e-05, eta: 13:02:42, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2467, decode.acc_seg: 90.1016, aux.loss_ce: 0.1533, aux.acc_seg: 85.3415, loss: 0.4000 +2024-03-06 04:23:39,336 - mmseg - INFO - Iter [68050/160000] lr: 1.979e-05, eta: 13:02:16, time: 0.505, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2696, decode.acc_seg: 88.7972, aux.loss_ce: 0.1736, aux.acc_seg: 83.5828, loss: 0.4432 +2024-03-06 04:24:04,483 - mmseg - INFO - Iter [68100/160000] lr: 1.978e-05, eta: 13:01:50, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2555, decode.acc_seg: 89.4069, aux.loss_ce: 0.1668, aux.acc_seg: 84.2644, loss: 0.4222 +2024-03-06 04:24:29,579 - mmseg - INFO - Iter [68150/160000] lr: 1.977e-05, eta: 13:01:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2598, decode.acc_seg: 89.4908, aux.loss_ce: 0.1672, aux.acc_seg: 84.3844, loss: 0.4270 +2024-03-06 04:24:54,775 - mmseg - INFO - Iter [68200/160000] lr: 1.976e-05, eta: 13:00:58, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2489, decode.acc_seg: 89.6938, aux.loss_ce: 0.1597, aux.acc_seg: 84.7076, loss: 0.4086 +2024-03-06 04:25:22,707 - mmseg - INFO - Iter [68250/160000] lr: 1.975e-05, eta: 13:00:36, time: 0.559, data_time: 0.062, memory: 6292, decode.loss_ce: 0.2456, decode.acc_seg: 89.9906, aux.loss_ce: 0.1569, aux.acc_seg: 85.2858, loss: 0.4025 +2024-03-06 04:25:47,565 - mmseg - INFO - Iter [68300/160000] lr: 1.974e-05, eta: 13:00:09, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2313, decode.acc_seg: 90.5906, aux.loss_ce: 0.1486, aux.acc_seg: 86.1402, loss: 0.3798 +2024-03-06 04:26:12,464 - mmseg - INFO - Iter [68350/160000] lr: 1.973e-05, eta: 12:59:43, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2247, decode.acc_seg: 90.5847, aux.loss_ce: 0.1468, aux.acc_seg: 85.6591, loss: 0.3715 +2024-03-06 04:26:37,346 - mmseg - INFO - Iter [68400/160000] lr: 1.972e-05, eta: 12:59:16, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2477, decode.acc_seg: 89.8553, aux.loss_ce: 0.1587, aux.acc_seg: 84.9023, loss: 0.4064 +2024-03-06 04:27:02,315 - mmseg - INFO - Iter [68450/160000] lr: 1.970e-05, eta: 12:58:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2353, decode.acc_seg: 89.9510, aux.loss_ce: 0.1538, aux.acc_seg: 84.9227, loss: 0.3891 +2024-03-06 04:27:27,508 - mmseg - INFO - Iter [68500/160000] lr: 1.969e-05, eta: 12:58:24, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2314, decode.acc_seg: 90.4799, aux.loss_ce: 0.1498, aux.acc_seg: 85.7837, loss: 0.3812 +2024-03-06 04:27:52,445 - mmseg - INFO - Iter [68550/160000] lr: 1.968e-05, eta: 12:57:58, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2319, decode.acc_seg: 90.3208, aux.loss_ce: 0.1523, aux.acc_seg: 85.0503, loss: 0.3842 +2024-03-06 04:28:17,340 - mmseg - INFO - Iter [68600/160000] lr: 1.967e-05, eta: 12:57:32, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2429, decode.acc_seg: 89.8286, aux.loss_ce: 0.1555, aux.acc_seg: 84.9909, loss: 0.3984 +2024-03-06 04:28:42,238 - mmseg - INFO - Iter [68650/160000] lr: 1.966e-05, eta: 12:57:05, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2282, decode.acc_seg: 90.5950, aux.loss_ce: 0.1425, aux.acc_seg: 86.3339, loss: 0.3708 +2024-03-06 04:29:07,142 - mmseg - INFO - Iter [68700/160000] lr: 1.965e-05, eta: 12:56:39, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2633, decode.acc_seg: 89.3289, aux.loss_ce: 0.1667, aux.acc_seg: 84.1104, loss: 0.4301 +2024-03-06 04:29:31,847 - mmseg - INFO - Iter [68750/160000] lr: 1.964e-05, eta: 12:56:12, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2498, decode.acc_seg: 89.9916, aux.loss_ce: 0.1617, aux.acc_seg: 84.8298, loss: 0.4115 +2024-03-06 04:29:56,893 - mmseg - INFO - Iter [68800/160000] lr: 1.963e-05, eta: 12:55:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2514, decode.acc_seg: 89.5639, aux.loss_ce: 0.1584, aux.acc_seg: 85.1103, loss: 0.4097 +2024-03-06 04:30:22,039 - mmseg - INFO - Iter [68850/160000] lr: 1.962e-05, eta: 12:55:20, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2369, decode.acc_seg: 90.0534, aux.loss_ce: 0.1560, aux.acc_seg: 84.9796, loss: 0.3929 +2024-03-06 04:30:46,973 - mmseg - INFO - Iter [68900/160000] lr: 1.961e-05, eta: 12:54:54, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2422, decode.acc_seg: 89.9245, aux.loss_ce: 0.1559, aux.acc_seg: 85.0978, loss: 0.3980 +2024-03-06 04:31:12,090 - mmseg - INFO - Iter [68950/160000] lr: 1.960e-05, eta: 12:54:28, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2523, decode.acc_seg: 89.4671, aux.loss_ce: 0.1659, aux.acc_seg: 84.2970, loss: 0.4182 +2024-03-06 04:31:37,235 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:31:37,236 - mmseg - INFO - Iter [69000/160000] lr: 1.959e-05, eta: 12:54:02, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2625, decode.acc_seg: 89.3524, aux.loss_ce: 0.1678, aux.acc_seg: 84.3132, loss: 0.4303 +2024-03-06 04:32:02,243 - mmseg - INFO - Iter [69050/160000] lr: 1.958e-05, eta: 12:53:36, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2385, decode.acc_seg: 89.9930, aux.loss_ce: 0.1580, aux.acc_seg: 84.3740, loss: 0.3964 +2024-03-06 04:32:27,362 - mmseg - INFO - Iter [69100/160000] lr: 1.956e-05, eta: 12:53:09, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2460, decode.acc_seg: 90.0933, aux.loss_ce: 0.1542, aux.acc_seg: 85.3091, loss: 0.4001 +2024-03-06 04:32:52,232 - mmseg - INFO - Iter [69150/160000] lr: 1.955e-05, eta: 12:52:43, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2606, decode.acc_seg: 89.5736, aux.loss_ce: 0.1603, aux.acc_seg: 84.9073, loss: 0.4208 +2024-03-06 04:33:17,123 - mmseg - INFO - Iter [69200/160000] lr: 1.954e-05, eta: 12:52:17, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2397, decode.acc_seg: 90.2511, aux.loss_ce: 0.1564, aux.acc_seg: 85.4929, loss: 0.3961 +2024-03-06 04:33:42,310 - mmseg - INFO - Iter [69250/160000] lr: 1.953e-05, eta: 12:51:51, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2335, decode.acc_seg: 90.1961, aux.loss_ce: 0.1500, aux.acc_seg: 85.4071, loss: 0.3835 +2024-03-06 04:34:07,427 - mmseg - INFO - Iter [69300/160000] lr: 1.952e-05, eta: 12:51:25, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2469, decode.acc_seg: 89.8375, aux.loss_ce: 0.1589, aux.acc_seg: 85.0551, loss: 0.4058 +2024-03-06 04:34:32,444 - mmseg - INFO - Iter [69350/160000] lr: 1.951e-05, eta: 12:50:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2320, decode.acc_seg: 90.2961, aux.loss_ce: 0.1510, aux.acc_seg: 85.6051, loss: 0.3830 +2024-03-06 04:34:57,366 - mmseg - INFO - Iter [69400/160000] lr: 1.950e-05, eta: 12:50:32, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2308, decode.acc_seg: 90.5049, aux.loss_ce: 0.1538, aux.acc_seg: 85.5122, loss: 0.3846 +2024-03-06 04:35:22,385 - mmseg - INFO - Iter [69450/160000] lr: 1.949e-05, eta: 12:50:06, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2279, decode.acc_seg: 90.5041, aux.loss_ce: 0.1502, aux.acc_seg: 85.5779, loss: 0.3781 +2024-03-06 04:35:50,541 - mmseg - INFO - Iter [69500/160000] lr: 1.948e-05, eta: 12:49:44, time: 0.563, data_time: 0.059, memory: 6292, decode.loss_ce: 0.2388, decode.acc_seg: 89.9397, aux.loss_ce: 0.1498, aux.acc_seg: 85.6032, loss: 0.3885 +2024-03-06 04:36:15,510 - mmseg - INFO - Iter [69550/160000] lr: 1.947e-05, eta: 12:49:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2212, decode.acc_seg: 90.7505, aux.loss_ce: 0.1469, aux.acc_seg: 85.8159, loss: 0.3681 +2024-03-06 04:36:40,639 - mmseg - INFO - Iter [69600/160000] lr: 1.946e-05, eta: 12:48:52, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2264, decode.acc_seg: 90.6702, aux.loss_ce: 0.1493, aux.acc_seg: 85.9923, loss: 0.3757 +2024-03-06 04:37:05,562 - mmseg - INFO - Iter [69650/160000] lr: 1.945e-05, eta: 12:48:26, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2198, decode.acc_seg: 90.7260, aux.loss_ce: 0.1442, aux.acc_seg: 86.0283, loss: 0.3639 +2024-03-06 04:37:30,598 - mmseg - INFO - Iter [69700/160000] lr: 1.944e-05, eta: 12:47:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2374, decode.acc_seg: 89.8920, aux.loss_ce: 0.1574, aux.acc_seg: 84.8820, loss: 0.3947 +2024-03-06 04:37:55,397 - mmseg - INFO - Iter [69750/160000] lr: 1.943e-05, eta: 12:47:33, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2436, decode.acc_seg: 89.9461, aux.loss_ce: 0.1571, aux.acc_seg: 84.9070, loss: 0.4006 +2024-03-06 04:38:20,397 - mmseg - INFO - Iter [69800/160000] lr: 1.941e-05, eta: 12:47:07, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2433, decode.acc_seg: 90.1234, aux.loss_ce: 0.1553, aux.acc_seg: 85.2572, loss: 0.3986 +2024-03-06 04:38:45,283 - mmseg - INFO - Iter [69850/160000] lr: 1.940e-05, eta: 12:46:40, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2312, decode.acc_seg: 90.5926, aux.loss_ce: 0.1484, aux.acc_seg: 85.6593, loss: 0.3795 +2024-03-06 04:39:10,379 - mmseg - INFO - Iter [69900/160000] lr: 1.939e-05, eta: 12:46:14, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2358, decode.acc_seg: 90.0248, aux.loss_ce: 0.1540, aux.acc_seg: 85.0354, loss: 0.3898 +2024-03-06 04:39:35,523 - mmseg - INFO - Iter [69950/160000] lr: 1.938e-05, eta: 12:45:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2323, decode.acc_seg: 90.1382, aux.loss_ce: 0.1489, aux.acc_seg: 85.5652, loss: 0.3812 +2024-03-06 04:40:00,436 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:40:00,437 - mmseg - INFO - Iter [70000/160000] lr: 1.937e-05, eta: 12:45:22, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2345, decode.acc_seg: 90.3100, aux.loss_ce: 0.1508, aux.acc_seg: 85.6336, loss: 0.3853 +2024-03-06 04:40:25,415 - mmseg - INFO - Iter [70050/160000] lr: 1.936e-05, eta: 12:44:56, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2225, decode.acc_seg: 90.6610, aux.loss_ce: 0.1449, aux.acc_seg: 86.0144, loss: 0.3675 +2024-03-06 04:40:50,450 - mmseg - INFO - Iter [70100/160000] lr: 1.935e-05, eta: 12:44:30, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2352, decode.acc_seg: 90.2358, aux.loss_ce: 0.1588, aux.acc_seg: 84.8157, loss: 0.3939 +2024-03-06 04:41:15,479 - mmseg - INFO - Iter [70150/160000] lr: 1.934e-05, eta: 12:44:04, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2338, decode.acc_seg: 90.6583, aux.loss_ce: 0.1580, aux.acc_seg: 85.3327, loss: 0.3918 +2024-03-06 04:41:40,545 - mmseg - INFO - Iter [70200/160000] lr: 1.933e-05, eta: 12:43:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2361, decode.acc_seg: 90.0893, aux.loss_ce: 0.1529, aux.acc_seg: 85.0486, loss: 0.3890 +2024-03-06 04:42:05,413 - mmseg - INFO - Iter [70250/160000] lr: 1.932e-05, eta: 12:43:11, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2673, decode.acc_seg: 89.0848, aux.loss_ce: 0.1737, aux.acc_seg: 83.4831, loss: 0.4410 +2024-03-06 04:42:30,421 - mmseg - INFO - Iter [70300/160000] lr: 1.931e-05, eta: 12:42:45, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2531, decode.acc_seg: 89.8472, aux.loss_ce: 0.1622, aux.acc_seg: 84.6514, loss: 0.4153 +2024-03-06 04:42:55,394 - mmseg - INFO - Iter [70350/160000] lr: 1.930e-05, eta: 12:42:19, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2358, decode.acc_seg: 90.1417, aux.loss_ce: 0.1541, aux.acc_seg: 85.2528, loss: 0.3898 +2024-03-06 04:43:20,216 - mmseg - INFO - Iter [70400/160000] lr: 1.929e-05, eta: 12:41:53, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2406, decode.acc_seg: 89.9406, aux.loss_ce: 0.1519, aux.acc_seg: 85.2001, loss: 0.3924 +2024-03-06 04:43:45,222 - mmseg - INFO - Iter [70450/160000] lr: 1.927e-05, eta: 12:41:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2504, decode.acc_seg: 89.7165, aux.loss_ce: 0.1620, aux.acc_seg: 84.7903, loss: 0.4124 +2024-03-06 04:44:10,324 - mmseg - INFO - Iter [70500/160000] lr: 1.926e-05, eta: 12:41:00, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2544, decode.acc_seg: 89.4739, aux.loss_ce: 0.1621, aux.acc_seg: 84.0782, loss: 0.4166 +2024-03-06 04:44:35,074 - mmseg - INFO - Iter [70550/160000] lr: 1.925e-05, eta: 12:40:34, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2465, decode.acc_seg: 89.9277, aux.loss_ce: 0.1576, aux.acc_seg: 85.0919, loss: 0.4041 +2024-03-06 04:45:00,080 - mmseg - INFO - Iter [70600/160000] lr: 1.924e-05, eta: 12:40:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2375, decode.acc_seg: 90.2530, aux.loss_ce: 0.1498, aux.acc_seg: 85.7719, loss: 0.3873 +2024-03-06 04:45:25,207 - mmseg - INFO - Iter [70650/160000] lr: 1.923e-05, eta: 12:39:42, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2414, decode.acc_seg: 90.0163, aux.loss_ce: 0.1539, aux.acc_seg: 85.1042, loss: 0.3953 +2024-03-06 04:45:50,521 - mmseg - INFO - Iter [70700/160000] lr: 1.922e-05, eta: 12:39:16, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2383, decode.acc_seg: 90.0912, aux.loss_ce: 0.1515, aux.acc_seg: 85.4014, loss: 0.3898 +2024-03-06 04:46:18,459 - mmseg - INFO - Iter [70750/160000] lr: 1.921e-05, eta: 12:38:54, time: 0.559, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2198, decode.acc_seg: 90.8552, aux.loss_ce: 0.1454, aux.acc_seg: 85.9280, loss: 0.3653 +2024-03-06 04:46:43,426 - mmseg - INFO - Iter [70800/160000] lr: 1.920e-05, eta: 12:38:27, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2373, decode.acc_seg: 90.2127, aux.loss_ce: 0.1560, aux.acc_seg: 85.3587, loss: 0.3933 +2024-03-06 04:47:08,593 - mmseg - INFO - Iter [70850/160000] lr: 1.919e-05, eta: 12:38:01, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2379, decode.acc_seg: 89.9667, aux.loss_ce: 0.1590, aux.acc_seg: 84.6830, loss: 0.3969 +2024-03-06 04:47:33,657 - mmseg - INFO - Iter [70900/160000] lr: 1.918e-05, eta: 12:37:35, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2302, decode.acc_seg: 90.7209, aux.loss_ce: 0.1491, aux.acc_seg: 85.7863, loss: 0.3793 +2024-03-06 04:47:58,717 - mmseg - INFO - Iter [70950/160000] lr: 1.917e-05, eta: 12:37:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2636, decode.acc_seg: 89.2184, aux.loss_ce: 0.1707, aux.acc_seg: 83.5535, loss: 0.4344 +2024-03-06 04:48:23,667 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:48:23,667 - mmseg - INFO - Iter [71000/160000] lr: 1.916e-05, eta: 12:36:43, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2480, decode.acc_seg: 89.8912, aux.loss_ce: 0.1644, aux.acc_seg: 84.5086, loss: 0.4125 +2024-03-06 04:48:48,775 - mmseg - INFO - Iter [71050/160000] lr: 1.915e-05, eta: 12:36:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2415, decode.acc_seg: 90.0265, aux.loss_ce: 0.1565, aux.acc_seg: 85.1864, loss: 0.3980 +2024-03-06 04:49:13,863 - mmseg - INFO - Iter [71100/160000] lr: 1.913e-05, eta: 12:35:51, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2524, decode.acc_seg: 89.8457, aux.loss_ce: 0.1614, aux.acc_seg: 84.7447, loss: 0.4138 +2024-03-06 04:49:38,826 - mmseg - INFO - Iter [71150/160000] lr: 1.912e-05, eta: 12:35:25, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2481, decode.acc_seg: 89.4894, aux.loss_ce: 0.1565, aux.acc_seg: 84.8939, loss: 0.4047 +2024-03-06 04:50:03,864 - mmseg - INFO - Iter [71200/160000] lr: 1.911e-05, eta: 12:34:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2458, decode.acc_seg: 89.8016, aux.loss_ce: 0.1572, aux.acc_seg: 85.1457, loss: 0.4030 +2024-03-06 04:50:28,784 - mmseg - INFO - Iter [71250/160000] lr: 1.910e-05, eta: 12:34:33, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2395, decode.acc_seg: 90.1573, aux.loss_ce: 0.1547, aux.acc_seg: 85.2917, loss: 0.3943 +2024-03-06 04:50:53,855 - mmseg - INFO - Iter [71300/160000] lr: 1.909e-05, eta: 12:34:06, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2318, decode.acc_seg: 90.3333, aux.loss_ce: 0.1521, aux.acc_seg: 85.1074, loss: 0.3839 +2024-03-06 04:51:19,054 - mmseg - INFO - Iter [71350/160000] lr: 1.908e-05, eta: 12:33:41, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2250, decode.acc_seg: 90.5950, aux.loss_ce: 0.1475, aux.acc_seg: 85.6552, loss: 0.3725 +2024-03-06 04:51:44,119 - mmseg - INFO - Iter [71400/160000] lr: 1.907e-05, eta: 12:33:15, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2359, decode.acc_seg: 90.4661, aux.loss_ce: 0.1504, aux.acc_seg: 85.8956, loss: 0.3863 +2024-03-06 04:52:09,012 - mmseg - INFO - Iter [71450/160000] lr: 1.906e-05, eta: 12:32:48, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2532, decode.acc_seg: 89.8036, aux.loss_ce: 0.1587, aux.acc_seg: 85.2546, loss: 0.4120 +2024-03-06 04:52:34,254 - mmseg - INFO - Iter [71500/160000] lr: 1.905e-05, eta: 12:32:22, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2396, decode.acc_seg: 90.1269, aux.loss_ce: 0.1502, aux.acc_seg: 85.5733, loss: 0.3898 +2024-03-06 04:52:59,321 - mmseg - INFO - Iter [71550/160000] lr: 1.904e-05, eta: 12:31:56, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2334, decode.acc_seg: 90.4699, aux.loss_ce: 0.1476, aux.acc_seg: 85.8186, loss: 0.3810 +2024-03-06 04:53:24,404 - mmseg - INFO - Iter [71600/160000] lr: 1.903e-05, eta: 12:31:30, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2325, decode.acc_seg: 90.3496, aux.loss_ce: 0.1519, aux.acc_seg: 85.4820, loss: 0.3845 +2024-03-06 04:53:49,297 - mmseg - INFO - Iter [71650/160000] lr: 1.902e-05, eta: 12:31:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2420, decode.acc_seg: 89.9776, aux.loss_ce: 0.1542, aux.acc_seg: 85.1590, loss: 0.3962 +2024-03-06 04:54:14,361 - mmseg - INFO - Iter [71700/160000] lr: 1.901e-05, eta: 12:30:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2350, decode.acc_seg: 90.3841, aux.loss_ce: 0.1525, aux.acc_seg: 85.4909, loss: 0.3875 +2024-03-06 04:54:39,376 - mmseg - INFO - Iter [71750/160000] lr: 1.899e-05, eta: 12:30:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2365, decode.acc_seg: 90.2406, aux.loss_ce: 0.1478, aux.acc_seg: 85.8421, loss: 0.3843 +2024-03-06 04:55:04,539 - mmseg - INFO - Iter [71800/160000] lr: 1.898e-05, eta: 12:29:46, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2378, decode.acc_seg: 90.0054, aux.loss_ce: 0.1517, aux.acc_seg: 85.2081, loss: 0.3896 +2024-03-06 04:55:29,550 - mmseg - INFO - Iter [71850/160000] lr: 1.897e-05, eta: 12:29:20, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2337, decode.acc_seg: 90.2847, aux.loss_ce: 0.1516, aux.acc_seg: 85.4996, loss: 0.3852 +2024-03-06 04:55:54,498 - mmseg - INFO - Iter [71900/160000] lr: 1.896e-05, eta: 12:28:54, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2243, decode.acc_seg: 90.7110, aux.loss_ce: 0.1448, aux.acc_seg: 86.1893, loss: 0.3691 +2024-03-06 04:56:19,560 - mmseg - INFO - Iter [71950/160000] lr: 1.895e-05, eta: 12:28:28, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2296, decode.acc_seg: 90.1455, aux.loss_ce: 0.1520, aux.acc_seg: 85.2382, loss: 0.3815 +2024-03-06 04:56:47,743 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 04:56:47,743 - mmseg - INFO - Iter [72000/160000] lr: 1.894e-05, eta: 12:28:05, time: 0.564, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2294, decode.acc_seg: 90.5522, aux.loss_ce: 0.1503, aux.acc_seg: 85.7265, loss: 0.3797 +2024-03-06 04:57:12,749 - mmseg - INFO - Iter [72050/160000] lr: 1.893e-05, eta: 12:27:39, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2288, decode.acc_seg: 90.5878, aux.loss_ce: 0.1526, aux.acc_seg: 85.5513, loss: 0.3815 +2024-03-06 04:57:37,775 - mmseg - INFO - Iter [72100/160000] lr: 1.892e-05, eta: 12:27:13, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2172, decode.acc_seg: 90.8197, aux.loss_ce: 0.1448, aux.acc_seg: 85.9618, loss: 0.3620 +2024-03-06 04:58:02,719 - mmseg - INFO - Iter [72150/160000] lr: 1.891e-05, eta: 12:26:47, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2395, decode.acc_seg: 90.0731, aux.loss_ce: 0.1520, aux.acc_seg: 85.3115, loss: 0.3915 +2024-03-06 04:58:27,766 - mmseg - INFO - Iter [72200/160000] lr: 1.890e-05, eta: 12:26:21, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2315, decode.acc_seg: 90.3543, aux.loss_ce: 0.1475, aux.acc_seg: 85.6040, loss: 0.3790 +2024-03-06 04:58:52,627 - mmseg - INFO - Iter [72250/160000] lr: 1.889e-05, eta: 12:25:55, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2256, decode.acc_seg: 90.4298, aux.loss_ce: 0.1483, aux.acc_seg: 85.5550, loss: 0.3739 +2024-03-06 04:59:17,840 - mmseg - INFO - Iter [72300/160000] lr: 1.888e-05, eta: 12:25:29, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2308, decode.acc_seg: 90.6733, aux.loss_ce: 0.1518, aux.acc_seg: 85.7531, loss: 0.3826 +2024-03-06 04:59:42,915 - mmseg - INFO - Iter [72350/160000] lr: 1.887e-05, eta: 12:25:03, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2362, decode.acc_seg: 90.1089, aux.loss_ce: 0.1518, aux.acc_seg: 85.4389, loss: 0.3881 +2024-03-06 05:00:08,030 - mmseg - INFO - Iter [72400/160000] lr: 1.885e-05, eta: 12:24:37, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2459, decode.acc_seg: 90.0056, aux.loss_ce: 0.1530, aux.acc_seg: 85.8966, loss: 0.3989 +2024-03-06 05:00:33,269 - mmseg - INFO - Iter [72450/160000] lr: 1.884e-05, eta: 12:24:11, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2470, decode.acc_seg: 89.5438, aux.loss_ce: 0.1551, aux.acc_seg: 85.1039, loss: 0.4021 +2024-03-06 05:00:58,371 - mmseg - INFO - Iter [72500/160000] lr: 1.883e-05, eta: 12:23:45, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2292, decode.acc_seg: 90.4169, aux.loss_ce: 0.1470, aux.acc_seg: 85.8794, loss: 0.3762 +2024-03-06 05:01:23,178 - mmseg - INFO - Iter [72550/160000] lr: 1.882e-05, eta: 12:23:19, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2431, decode.acc_seg: 89.8172, aux.loss_ce: 0.1521, aux.acc_seg: 85.0959, loss: 0.3952 +2024-03-06 05:01:48,145 - mmseg - INFO - Iter [72600/160000] lr: 1.881e-05, eta: 12:22:53, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2481, decode.acc_seg: 89.8196, aux.loss_ce: 0.1586, aux.acc_seg: 84.9326, loss: 0.4067 +2024-03-06 05:02:12,862 - mmseg - INFO - Iter [72650/160000] lr: 1.880e-05, eta: 12:22:26, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2420, decode.acc_seg: 90.3554, aux.loss_ce: 0.1524, aux.acc_seg: 85.5555, loss: 0.3944 +2024-03-06 05:02:37,824 - mmseg - INFO - Iter [72700/160000] lr: 1.879e-05, eta: 12:22:00, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2463, decode.acc_seg: 89.8289, aux.loss_ce: 0.1541, aux.acc_seg: 85.4000, loss: 0.4003 +2024-03-06 05:03:02,920 - mmseg - INFO - Iter [72750/160000] lr: 1.878e-05, eta: 12:21:34, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2078, decode.acc_seg: 91.3740, aux.loss_ce: 0.1322, aux.acc_seg: 87.1428, loss: 0.3400 +2024-03-06 05:03:27,986 - mmseg - INFO - Iter [72800/160000] lr: 1.877e-05, eta: 12:21:08, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2387, decode.acc_seg: 90.1789, aux.loss_ce: 0.1559, aux.acc_seg: 85.4947, loss: 0.3946 +2024-03-06 05:03:52,941 - mmseg - INFO - Iter [72850/160000] lr: 1.876e-05, eta: 12:20:42, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2382, decode.acc_seg: 90.2387, aux.loss_ce: 0.1524, aux.acc_seg: 85.4138, loss: 0.3906 +2024-03-06 05:04:17,832 - mmseg - INFO - Iter [72900/160000] lr: 1.875e-05, eta: 12:20:16, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2266, decode.acc_seg: 90.5143, aux.loss_ce: 0.1513, aux.acc_seg: 85.3733, loss: 0.3780 +2024-03-06 05:04:42,781 - mmseg - INFO - Iter [72950/160000] lr: 1.874e-05, eta: 12:19:50, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2415, decode.acc_seg: 90.5526, aux.loss_ce: 0.1533, aux.acc_seg: 85.9111, loss: 0.3947 +2024-03-06 05:05:07,766 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:05:07,766 - mmseg - INFO - Iter [73000/160000] lr: 1.873e-05, eta: 12:19:23, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2333, decode.acc_seg: 90.2863, aux.loss_ce: 0.1541, aux.acc_seg: 85.1163, loss: 0.3873 +2024-03-06 05:05:32,768 - mmseg - INFO - Iter [73050/160000] lr: 1.871e-05, eta: 12:18:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2205, decode.acc_seg: 90.7997, aux.loss_ce: 0.1518, aux.acc_seg: 85.4300, loss: 0.3723 +2024-03-06 05:05:57,672 - mmseg - INFO - Iter [73100/160000] lr: 1.870e-05, eta: 12:18:31, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2276, decode.acc_seg: 90.5534, aux.loss_ce: 0.1470, aux.acc_seg: 85.7737, loss: 0.3746 +2024-03-06 05:06:22,763 - mmseg - INFO - Iter [73150/160000] lr: 1.869e-05, eta: 12:18:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2537, decode.acc_seg: 89.3289, aux.loss_ce: 0.1583, aux.acc_seg: 84.7187, loss: 0.4119 +2024-03-06 05:06:47,790 - mmseg - INFO - Iter [73200/160000] lr: 1.868e-05, eta: 12:17:39, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2464, decode.acc_seg: 90.1868, aux.loss_ce: 0.1575, aux.acc_seg: 85.2882, loss: 0.4039 +2024-03-06 05:07:13,048 - mmseg - INFO - Iter [73250/160000] lr: 1.867e-05, eta: 12:17:13, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2296, decode.acc_seg: 90.2554, aux.loss_ce: 0.1493, aux.acc_seg: 85.2463, loss: 0.3789 +2024-03-06 05:07:41,080 - mmseg - INFO - Iter [73300/160000] lr: 1.866e-05, eta: 12:16:51, time: 0.561, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2211, decode.acc_seg: 91.1774, aux.loss_ce: 0.1481, aux.acc_seg: 86.2984, loss: 0.3692 +2024-03-06 05:08:05,936 - mmseg - INFO - Iter [73350/160000] lr: 1.865e-05, eta: 12:16:25, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2363, decode.acc_seg: 90.2825, aux.loss_ce: 0.1527, aux.acc_seg: 85.6818, loss: 0.3890 +2024-03-06 05:08:30,976 - mmseg - INFO - Iter [73400/160000] lr: 1.864e-05, eta: 12:15:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2422, decode.acc_seg: 90.2337, aux.loss_ce: 0.1529, aux.acc_seg: 85.6215, loss: 0.3952 +2024-03-06 05:08:56,182 - mmseg - INFO - Iter [73450/160000] lr: 1.863e-05, eta: 12:15:33, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2469, decode.acc_seg: 89.6908, aux.loss_ce: 0.1578, aux.acc_seg: 84.9157, loss: 0.4047 +2024-03-06 05:09:21,302 - mmseg - INFO - Iter [73500/160000] lr: 1.862e-05, eta: 12:15:07, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2339, decode.acc_seg: 90.1145, aux.loss_ce: 0.1496, aux.acc_seg: 85.8258, loss: 0.3835 +2024-03-06 05:09:46,266 - mmseg - INFO - Iter [73550/160000] lr: 1.861e-05, eta: 12:14:41, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2392, decode.acc_seg: 90.1243, aux.loss_ce: 0.1579, aux.acc_seg: 85.0332, loss: 0.3971 +2024-03-06 05:10:11,299 - mmseg - INFO - Iter [73600/160000] lr: 1.860e-05, eta: 12:14:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2254, decode.acc_seg: 90.6079, aux.loss_ce: 0.1462, aux.acc_seg: 86.0454, loss: 0.3716 +2024-03-06 05:10:36,395 - mmseg - INFO - Iter [73650/160000] lr: 1.859e-05, eta: 12:13:49, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2494, decode.acc_seg: 89.7622, aux.loss_ce: 0.1587, aux.acc_seg: 84.9787, loss: 0.4081 +2024-03-06 05:11:01,244 - mmseg - INFO - Iter [73700/160000] lr: 1.857e-05, eta: 12:13:22, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2371, decode.acc_seg: 90.3863, aux.loss_ce: 0.1539, aux.acc_seg: 85.6508, loss: 0.3911 +2024-03-06 05:11:26,176 - mmseg - INFO - Iter [73750/160000] lr: 1.856e-05, eta: 12:12:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2438, decode.acc_seg: 90.0578, aux.loss_ce: 0.1578, aux.acc_seg: 85.3635, loss: 0.4016 +2024-03-06 05:11:51,165 - mmseg - INFO - Iter [73800/160000] lr: 1.855e-05, eta: 12:12:30, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2349, decode.acc_seg: 90.1526, aux.loss_ce: 0.1488, aux.acc_seg: 85.5648, loss: 0.3837 +2024-03-06 05:12:16,068 - mmseg - INFO - Iter [73850/160000] lr: 1.854e-05, eta: 12:12:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2239, decode.acc_seg: 90.8772, aux.loss_ce: 0.1416, aux.acc_seg: 86.4790, loss: 0.3655 +2024-03-06 05:12:40,996 - mmseg - INFO - Iter [73900/160000] lr: 1.853e-05, eta: 12:11:38, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2295, decode.acc_seg: 90.5308, aux.loss_ce: 0.1496, aux.acc_seg: 85.4459, loss: 0.3792 +2024-03-06 05:13:05,963 - mmseg - INFO - Iter [73950/160000] lr: 1.852e-05, eta: 12:11:12, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2373, decode.acc_seg: 90.2247, aux.loss_ce: 0.1579, aux.acc_seg: 85.0239, loss: 0.3951 +2024-03-06 05:13:30,880 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:13:30,881 - mmseg - INFO - Iter [74000/160000] lr: 1.851e-05, eta: 12:10:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2235, decode.acc_seg: 90.8657, aux.loss_ce: 0.1465, aux.acc_seg: 86.1926, loss: 0.3699 +2024-03-06 05:13:55,989 - mmseg - INFO - Iter [74050/160000] lr: 1.850e-05, eta: 12:10:20, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2308, decode.acc_seg: 90.5441, aux.loss_ce: 0.1459, aux.acc_seg: 86.2574, loss: 0.3767 +2024-03-06 05:14:21,080 - mmseg - INFO - Iter [74100/160000] lr: 1.849e-05, eta: 12:09:54, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2308, decode.acc_seg: 90.3380, aux.loss_ce: 0.1513, aux.acc_seg: 85.3335, loss: 0.3822 +2024-03-06 05:14:46,109 - mmseg - INFO - Iter [74150/160000] lr: 1.848e-05, eta: 12:09:28, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2273, decode.acc_seg: 90.2939, aux.loss_ce: 0.1501, aux.acc_seg: 85.2082, loss: 0.3773 +2024-03-06 05:15:10,921 - mmseg - INFO - Iter [74200/160000] lr: 1.847e-05, eta: 12:09:01, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2298, decode.acc_seg: 90.6884, aux.loss_ce: 0.1498, aux.acc_seg: 85.7807, loss: 0.3796 +2024-03-06 05:15:36,005 - mmseg - INFO - Iter [74250/160000] lr: 1.846e-05, eta: 12:08:35, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2224, decode.acc_seg: 90.6677, aux.loss_ce: 0.1454, aux.acc_seg: 85.9181, loss: 0.3678 +2024-03-06 05:16:00,827 - mmseg - INFO - Iter [74300/160000] lr: 1.845e-05, eta: 12:08:09, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2246, decode.acc_seg: 90.5529, aux.loss_ce: 0.1446, aux.acc_seg: 86.1177, loss: 0.3692 +2024-03-06 05:16:26,058 - mmseg - INFO - Iter [74350/160000] lr: 1.843e-05, eta: 12:07:43, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2381, decode.acc_seg: 90.1224, aux.loss_ce: 0.1496, aux.acc_seg: 85.6830, loss: 0.3877 +2024-03-06 05:16:50,936 - mmseg - INFO - Iter [74400/160000] lr: 1.842e-05, eta: 12:07:17, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2251, decode.acc_seg: 90.3181, aux.loss_ce: 0.1465, aux.acc_seg: 85.5243, loss: 0.3716 +2024-03-06 05:17:15,960 - mmseg - INFO - Iter [74450/160000] lr: 1.841e-05, eta: 12:06:51, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2391, decode.acc_seg: 90.1297, aux.loss_ce: 0.1568, aux.acc_seg: 84.9909, loss: 0.3959 +2024-03-06 05:17:40,927 - mmseg - INFO - Iter [74500/160000] lr: 1.840e-05, eta: 12:06:25, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2240, decode.acc_seg: 90.8863, aux.loss_ce: 0.1487, aux.acc_seg: 86.0298, loss: 0.3727 +2024-03-06 05:18:09,064 - mmseg - INFO - Iter [74550/160000] lr: 1.839e-05, eta: 12:06:03, time: 0.563, data_time: 0.068, memory: 6292, decode.loss_ce: 0.2298, decode.acc_seg: 90.6525, aux.loss_ce: 0.1511, aux.acc_seg: 85.8755, loss: 0.3809 +2024-03-06 05:18:34,003 - mmseg - INFO - Iter [74600/160000] lr: 1.838e-05, eta: 12:05:36, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2231, decode.acc_seg: 90.6805, aux.loss_ce: 0.1451, aux.acc_seg: 86.0422, loss: 0.3682 +2024-03-06 05:18:58,941 - mmseg - INFO - Iter [74650/160000] lr: 1.837e-05, eta: 12:05:10, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2250, decode.acc_seg: 90.8736, aux.loss_ce: 0.1413, aux.acc_seg: 86.2756, loss: 0.3663 +2024-03-06 05:19:24,092 - mmseg - INFO - Iter [74700/160000] lr: 1.836e-05, eta: 12:04:44, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2208, decode.acc_seg: 90.7734, aux.loss_ce: 0.1456, aux.acc_seg: 85.8601, loss: 0.3664 +2024-03-06 05:19:49,208 - mmseg - INFO - Iter [74750/160000] lr: 1.835e-05, eta: 12:04:19, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2257, decode.acc_seg: 90.4582, aux.loss_ce: 0.1475, aux.acc_seg: 85.4565, loss: 0.3732 +2024-03-06 05:20:14,306 - mmseg - INFO - Iter [74800/160000] lr: 1.834e-05, eta: 12:03:53, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2386, decode.acc_seg: 90.3817, aux.loss_ce: 0.1543, aux.acc_seg: 85.6762, loss: 0.3929 +2024-03-06 05:20:39,102 - mmseg - INFO - Iter [74850/160000] lr: 1.833e-05, eta: 12:03:26, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2441, decode.acc_seg: 90.0079, aux.loss_ce: 0.1642, aux.acc_seg: 84.4417, loss: 0.4083 +2024-03-06 05:21:04,223 - mmseg - INFO - Iter [74900/160000] lr: 1.832e-05, eta: 12:03:00, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2466, decode.acc_seg: 90.0288, aux.loss_ce: 0.1558, aux.acc_seg: 85.2848, loss: 0.4025 +2024-03-06 05:21:29,292 - mmseg - INFO - Iter [74950/160000] lr: 1.831e-05, eta: 12:02:34, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2250, decode.acc_seg: 90.7961, aux.loss_ce: 0.1458, aux.acc_seg: 86.2379, loss: 0.3708 +2024-03-06 05:21:54,485 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:21:54,485 - mmseg - INFO - Iter [75000/160000] lr: 1.830e-05, eta: 12:02:09, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2365, decode.acc_seg: 90.2267, aux.loss_ce: 0.1491, aux.acc_seg: 85.4277, loss: 0.3856 +2024-03-06 05:22:19,553 - mmseg - INFO - Iter [75050/160000] lr: 1.828e-05, eta: 12:01:43, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2215, decode.acc_seg: 90.7063, aux.loss_ce: 0.1432, aux.acc_seg: 86.4580, loss: 0.3647 +2024-03-06 05:22:44,608 - mmseg - INFO - Iter [75100/160000] lr: 1.827e-05, eta: 12:01:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2395, decode.acc_seg: 90.1175, aux.loss_ce: 0.1576, aux.acc_seg: 84.8690, loss: 0.3971 +2024-03-06 05:23:09,625 - mmseg - INFO - Iter [75150/160000] lr: 1.826e-05, eta: 12:00:51, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2354, decode.acc_seg: 90.0765, aux.loss_ce: 0.1525, aux.acc_seg: 85.3981, loss: 0.3879 +2024-03-06 05:23:34,714 - mmseg - INFO - Iter [75200/160000] lr: 1.825e-05, eta: 12:00:25, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2330, decode.acc_seg: 90.4184, aux.loss_ce: 0.1527, aux.acc_seg: 85.3973, loss: 0.3857 +2024-03-06 05:23:59,791 - mmseg - INFO - Iter [75250/160000] lr: 1.824e-05, eta: 11:59:59, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2186, decode.acc_seg: 90.7241, aux.loss_ce: 0.1433, aux.acc_seg: 86.1099, loss: 0.3619 +2024-03-06 05:24:24,811 - mmseg - INFO - Iter [75300/160000] lr: 1.823e-05, eta: 11:59:33, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2277, decode.acc_seg: 90.5622, aux.loss_ce: 0.1465, aux.acc_seg: 85.9330, loss: 0.3742 +2024-03-06 05:24:49,673 - mmseg - INFO - Iter [75350/160000] lr: 1.822e-05, eta: 11:59:07, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2337, decode.acc_seg: 90.2515, aux.loss_ce: 0.1510, aux.acc_seg: 85.6292, loss: 0.3847 +2024-03-06 05:25:14,918 - mmseg - INFO - Iter [75400/160000] lr: 1.821e-05, eta: 11:58:41, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2279, decode.acc_seg: 90.5641, aux.loss_ce: 0.1492, aux.acc_seg: 85.7831, loss: 0.3771 +2024-03-06 05:25:39,945 - mmseg - INFO - Iter [75450/160000] lr: 1.820e-05, eta: 11:58:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2293, decode.acc_seg: 90.7312, aux.loss_ce: 0.1458, aux.acc_seg: 86.1232, loss: 0.3751 +2024-03-06 05:26:05,034 - mmseg - INFO - Iter [75500/160000] lr: 1.819e-05, eta: 11:57:49, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2416, decode.acc_seg: 90.2491, aux.loss_ce: 0.1552, aux.acc_seg: 85.6323, loss: 0.3968 +2024-03-06 05:26:29,875 - mmseg - INFO - Iter [75550/160000] lr: 1.818e-05, eta: 11:57:23, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2282, decode.acc_seg: 90.4048, aux.loss_ce: 0.1510, aux.acc_seg: 85.4370, loss: 0.3791 +2024-03-06 05:26:54,980 - mmseg - INFO - Iter [75600/160000] lr: 1.817e-05, eta: 11:56:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2271, decode.acc_seg: 90.5905, aux.loss_ce: 0.1521, aux.acc_seg: 85.5295, loss: 0.3792 +2024-03-06 05:27:20,041 - mmseg - INFO - Iter [75650/160000] lr: 1.816e-05, eta: 11:56:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2359, decode.acc_seg: 90.2262, aux.loss_ce: 0.1551, aux.acc_seg: 85.4260, loss: 0.3910 +2024-03-06 05:27:45,235 - mmseg - INFO - Iter [75700/160000] lr: 1.814e-05, eta: 11:56:05, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2291, decode.acc_seg: 90.3853, aux.loss_ce: 0.1504, aux.acc_seg: 85.5576, loss: 0.3795 +2024-03-06 05:28:10,113 - mmseg - INFO - Iter [75750/160000] lr: 1.813e-05, eta: 11:55:39, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2342, decode.acc_seg: 90.3368, aux.loss_ce: 0.1512, aux.acc_seg: 85.7053, loss: 0.3854 +2024-03-06 05:28:38,114 - mmseg - INFO - Iter [75800/160000] lr: 1.812e-05, eta: 11:55:16, time: 0.560, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2217, decode.acc_seg: 90.8409, aux.loss_ce: 0.1484, aux.acc_seg: 85.8605, loss: 0.3701 +2024-03-06 05:29:03,078 - mmseg - INFO - Iter [75850/160000] lr: 1.811e-05, eta: 11:54:50, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2074, decode.acc_seg: 91.3435, aux.loss_ce: 0.1399, aux.acc_seg: 86.9158, loss: 0.3473 +2024-03-06 05:29:28,163 - mmseg - INFO - Iter [75900/160000] lr: 1.810e-05, eta: 11:54:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2083, decode.acc_seg: 91.6045, aux.loss_ce: 0.1354, aux.acc_seg: 87.1531, loss: 0.3437 +2024-03-06 05:29:53,220 - mmseg - INFO - Iter [75950/160000] lr: 1.809e-05, eta: 11:53:58, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2102, decode.acc_seg: 91.0486, aux.loss_ce: 0.1394, aux.acc_seg: 86.4217, loss: 0.3496 +2024-03-06 05:30:18,344 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:30:18,345 - mmseg - INFO - Iter [76000/160000] lr: 1.808e-05, eta: 11:53:32, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2153, decode.acc_seg: 90.8250, aux.loss_ce: 0.1433, aux.acc_seg: 86.1241, loss: 0.3586 +2024-03-06 05:30:43,463 - mmseg - INFO - Iter [76050/160000] lr: 1.807e-05, eta: 11:53:06, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2240, decode.acc_seg: 90.7362, aux.loss_ce: 0.1482, aux.acc_seg: 85.8611, loss: 0.3721 +2024-03-06 05:31:08,544 - mmseg - INFO - Iter [76100/160000] lr: 1.806e-05, eta: 11:52:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2394, decode.acc_seg: 90.1704, aux.loss_ce: 0.1542, aux.acc_seg: 85.1285, loss: 0.3936 +2024-03-06 05:31:33,522 - mmseg - INFO - Iter [76150/160000] lr: 1.805e-05, eta: 11:52:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2226, decode.acc_seg: 90.6280, aux.loss_ce: 0.1415, aux.acc_seg: 86.2687, loss: 0.3642 +2024-03-06 05:31:58,455 - mmseg - INFO - Iter [76200/160000] lr: 1.804e-05, eta: 11:51:48, time: 0.499, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2171, decode.acc_seg: 90.9411, aux.loss_ce: 0.1389, aux.acc_seg: 86.3924, loss: 0.3560 +2024-03-06 05:32:23,510 - mmseg - INFO - Iter [76250/160000] lr: 1.803e-05, eta: 11:51:22, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2300, decode.acc_seg: 90.5411, aux.loss_ce: 0.1468, aux.acc_seg: 86.0203, loss: 0.3767 +2024-03-06 05:32:48,462 - mmseg - INFO - Iter [76300/160000] lr: 1.802e-05, eta: 11:50:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2168, decode.acc_seg: 90.9492, aux.loss_ce: 0.1441, aux.acc_seg: 86.0622, loss: 0.3609 +2024-03-06 05:33:13,847 - mmseg - INFO - Iter [76350/160000] lr: 1.800e-05, eta: 11:50:31, time: 0.508, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2146, decode.acc_seg: 90.9469, aux.loss_ce: 0.1400, aux.acc_seg: 86.3975, loss: 0.3546 +2024-03-06 05:33:38,882 - mmseg - INFO - Iter [76400/160000] lr: 1.799e-05, eta: 11:50:05, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2120, decode.acc_seg: 91.0311, aux.loss_ce: 0.1356, aux.acc_seg: 86.7820, loss: 0.3476 +2024-03-06 05:34:03,854 - mmseg - INFO - Iter [76450/160000] lr: 1.798e-05, eta: 11:49:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2273, decode.acc_seg: 90.5104, aux.loss_ce: 0.1480, aux.acc_seg: 85.7254, loss: 0.3753 +2024-03-06 05:34:28,731 - mmseg - INFO - Iter [76500/160000] lr: 1.797e-05, eta: 11:49:13, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2356, decode.acc_seg: 90.2866, aux.loss_ce: 0.1555, aux.acc_seg: 85.4899, loss: 0.3911 +2024-03-06 05:34:53,674 - mmseg - INFO - Iter [76550/160000] lr: 1.796e-05, eta: 11:48:47, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2249, decode.acc_seg: 90.6779, aux.loss_ce: 0.1478, aux.acc_seg: 86.0240, loss: 0.3726 +2024-03-06 05:35:18,701 - mmseg - INFO - Iter [76600/160000] lr: 1.795e-05, eta: 11:48:21, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2199, decode.acc_seg: 90.8439, aux.loss_ce: 0.1439, aux.acc_seg: 86.2694, loss: 0.3637 +2024-03-06 05:35:43,734 - mmseg - INFO - Iter [76650/160000] lr: 1.794e-05, eta: 11:47:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2365, decode.acc_seg: 90.1950, aux.loss_ce: 0.1492, aux.acc_seg: 85.4017, loss: 0.3857 +2024-03-06 05:36:08,738 - mmseg - INFO - Iter [76700/160000] lr: 1.793e-05, eta: 11:47:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2488, decode.acc_seg: 89.6652, aux.loss_ce: 0.1600, aux.acc_seg: 84.6814, loss: 0.4088 +2024-03-06 05:36:33,655 - mmseg - INFO - Iter [76750/160000] lr: 1.792e-05, eta: 11:47:03, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2252, decode.acc_seg: 90.6244, aux.loss_ce: 0.1446, aux.acc_seg: 85.9679, loss: 0.3698 +2024-03-06 05:36:58,617 - mmseg - INFO - Iter [76800/160000] lr: 1.791e-05, eta: 11:46:37, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2249, decode.acc_seg: 90.5260, aux.loss_ce: 0.1507, aux.acc_seg: 85.3024, loss: 0.3756 +2024-03-06 05:37:23,425 - mmseg - INFO - Iter [76850/160000] lr: 1.790e-05, eta: 11:46:10, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2299, decode.acc_seg: 90.2302, aux.loss_ce: 0.1491, aux.acc_seg: 85.4646, loss: 0.3789 +2024-03-06 05:37:48,513 - mmseg - INFO - Iter [76900/160000] lr: 1.789e-05, eta: 11:45:44, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2464, decode.acc_seg: 89.9666, aux.loss_ce: 0.1549, aux.acc_seg: 85.2194, loss: 0.4014 +2024-03-06 05:38:13,289 - mmseg - INFO - Iter [76950/160000] lr: 1.788e-05, eta: 11:45:18, time: 0.495, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2273, decode.acc_seg: 90.3457, aux.loss_ce: 0.1474, aux.acc_seg: 85.7348, loss: 0.3747 +2024-03-06 05:38:38,126 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:38:38,126 - mmseg - INFO - Iter [77000/160000] lr: 1.786e-05, eta: 11:44:52, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2348, decode.acc_seg: 90.2759, aux.loss_ce: 0.1547, aux.acc_seg: 85.2338, loss: 0.3896 +2024-03-06 05:39:06,158 - mmseg - INFO - Iter [77050/160000] lr: 1.785e-05, eta: 11:44:29, time: 0.561, data_time: 0.064, memory: 6292, decode.loss_ce: 0.2430, decode.acc_seg: 90.2634, aux.loss_ce: 0.1504, aux.acc_seg: 85.9047, loss: 0.3934 +2024-03-06 05:39:31,339 - mmseg - INFO - Iter [77100/160000] lr: 1.784e-05, eta: 11:44:04, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2258, decode.acc_seg: 90.6650, aux.loss_ce: 0.1446, aux.acc_seg: 86.3977, loss: 0.3704 +2024-03-06 05:39:56,404 - mmseg - INFO - Iter [77150/160000] lr: 1.783e-05, eta: 11:43:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2248, decode.acc_seg: 90.6048, aux.loss_ce: 0.1466, aux.acc_seg: 85.8264, loss: 0.3714 +2024-03-06 05:40:21,412 - mmseg - INFO - Iter [77200/160000] lr: 1.782e-05, eta: 11:43:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2233, decode.acc_seg: 90.5143, aux.loss_ce: 0.1479, aux.acc_seg: 85.4774, loss: 0.3712 +2024-03-06 05:40:46,331 - mmseg - INFO - Iter [77250/160000] lr: 1.781e-05, eta: 11:42:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2344, decode.acc_seg: 90.3658, aux.loss_ce: 0.1530, aux.acc_seg: 85.4921, loss: 0.3874 +2024-03-06 05:41:11,176 - mmseg - INFO - Iter [77300/160000] lr: 1.780e-05, eta: 11:42:19, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2190, decode.acc_seg: 90.9274, aux.loss_ce: 0.1388, aux.acc_seg: 86.5912, loss: 0.3578 +2024-03-06 05:41:36,216 - mmseg - INFO - Iter [77350/160000] lr: 1.779e-05, eta: 11:41:53, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2136, decode.acc_seg: 91.3925, aux.loss_ce: 0.1404, aux.acc_seg: 86.7472, loss: 0.3540 +2024-03-06 05:42:01,051 - mmseg - INFO - Iter [77400/160000] lr: 1.778e-05, eta: 11:41:27, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2248, decode.acc_seg: 90.6793, aux.loss_ce: 0.1461, aux.acc_seg: 85.9284, loss: 0.3709 +2024-03-06 05:42:26,018 - mmseg - INFO - Iter [77450/160000] lr: 1.777e-05, eta: 11:41:01, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2220, decode.acc_seg: 90.6634, aux.loss_ce: 0.1473, aux.acc_seg: 85.8346, loss: 0.3693 +2024-03-06 05:42:51,213 - mmseg - INFO - Iter [77500/160000] lr: 1.776e-05, eta: 11:40:35, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2253, decode.acc_seg: 90.7001, aux.loss_ce: 0.1440, aux.acc_seg: 86.2013, loss: 0.3693 +2024-03-06 05:43:16,450 - mmseg - INFO - Iter [77550/160000] lr: 1.775e-05, eta: 11:40:10, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2282, decode.acc_seg: 90.6499, aux.loss_ce: 0.1508, aux.acc_seg: 85.6642, loss: 0.3790 +2024-03-06 05:43:41,524 - mmseg - INFO - Iter [77600/160000] lr: 1.774e-05, eta: 11:39:44, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2251, decode.acc_seg: 90.7537, aux.loss_ce: 0.1482, aux.acc_seg: 86.1890, loss: 0.3733 +2024-03-06 05:44:06,395 - mmseg - INFO - Iter [77650/160000] lr: 1.772e-05, eta: 11:39:18, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2296, decode.acc_seg: 90.5073, aux.loss_ce: 0.1488, aux.acc_seg: 85.8089, loss: 0.3784 +2024-03-06 05:44:31,409 - mmseg - INFO - Iter [77700/160000] lr: 1.771e-05, eta: 11:38:52, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2123, decode.acc_seg: 91.0788, aux.loss_ce: 0.1446, aux.acc_seg: 85.8983, loss: 0.3570 +2024-03-06 05:44:56,376 - mmseg - INFO - Iter [77750/160000] lr: 1.770e-05, eta: 11:38:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2205, decode.acc_seg: 90.8569, aux.loss_ce: 0.1488, aux.acc_seg: 85.7245, loss: 0.3694 +2024-03-06 05:45:21,481 - mmseg - INFO - Iter [77800/160000] lr: 1.769e-05, eta: 11:38:00, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2194, decode.acc_seg: 90.6223, aux.loss_ce: 0.1432, aux.acc_seg: 85.9121, loss: 0.3626 +2024-03-06 05:45:46,587 - mmseg - INFO - Iter [77850/160000] lr: 1.768e-05, eta: 11:37:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2303, decode.acc_seg: 90.4905, aux.loss_ce: 0.1524, aux.acc_seg: 85.6001, loss: 0.3827 +2024-03-06 05:46:11,665 - mmseg - INFO - Iter [77900/160000] lr: 1.767e-05, eta: 11:37:08, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2288, decode.acc_seg: 90.4398, aux.loss_ce: 0.1526, aux.acc_seg: 85.5744, loss: 0.3814 +2024-03-06 05:46:36,607 - mmseg - INFO - Iter [77950/160000] lr: 1.766e-05, eta: 11:36:42, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2304, decode.acc_seg: 90.5424, aux.loss_ce: 0.1490, aux.acc_seg: 85.6475, loss: 0.3794 +2024-03-06 05:47:01,757 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:47:01,758 - mmseg - INFO - Iter [78000/160000] lr: 1.765e-05, eta: 11:36:16, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2330, decode.acc_seg: 90.5222, aux.loss_ce: 0.1502, aux.acc_seg: 86.1188, loss: 0.3832 +2024-03-06 05:47:26,852 - mmseg - INFO - Iter [78050/160000] lr: 1.764e-05, eta: 11:35:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2295, decode.acc_seg: 90.3006, aux.loss_ce: 0.1538, aux.acc_seg: 84.9598, loss: 0.3833 +2024-03-06 05:47:51,976 - mmseg - INFO - Iter [78100/160000] lr: 1.763e-05, eta: 11:35:25, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2159, decode.acc_seg: 91.0015, aux.loss_ce: 0.1411, aux.acc_seg: 86.5356, loss: 0.3570 +2024-03-06 05:48:17,141 - mmseg - INFO - Iter [78150/160000] lr: 1.762e-05, eta: 11:34:59, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2344, decode.acc_seg: 90.0534, aux.loss_ce: 0.1504, aux.acc_seg: 85.4615, loss: 0.3848 +2024-03-06 05:48:41,976 - mmseg - INFO - Iter [78200/160000] lr: 1.761e-05, eta: 11:34:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2179, decode.acc_seg: 90.8090, aux.loss_ce: 0.1405, aux.acc_seg: 86.4385, loss: 0.3584 +2024-03-06 05:49:07,081 - mmseg - INFO - Iter [78250/160000] lr: 1.760e-05, eta: 11:34:07, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2284, decode.acc_seg: 90.3393, aux.loss_ce: 0.1502, aux.acc_seg: 85.6343, loss: 0.3785 +2024-03-06 05:49:32,155 - mmseg - INFO - Iter [78300/160000] lr: 1.758e-05, eta: 11:33:41, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2255, decode.acc_seg: 90.7480, aux.loss_ce: 0.1468, aux.acc_seg: 85.8427, loss: 0.3723 +2024-03-06 05:50:00,313 - mmseg - INFO - Iter [78350/160000] lr: 1.757e-05, eta: 11:33:18, time: 0.563, data_time: 0.067, memory: 6292, decode.loss_ce: 0.2119, decode.acc_seg: 91.0505, aux.loss_ce: 0.1445, aux.acc_seg: 86.0190, loss: 0.3564 +2024-03-06 05:50:25,382 - mmseg - INFO - Iter [78400/160000] lr: 1.756e-05, eta: 11:32:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2195, decode.acc_seg: 90.6159, aux.loss_ce: 0.1444, aux.acc_seg: 85.6473, loss: 0.3639 +2024-03-06 05:50:50,392 - mmseg - INFO - Iter [78450/160000] lr: 1.755e-05, eta: 11:32:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2277, decode.acc_seg: 90.4297, aux.loss_ce: 0.1469, aux.acc_seg: 85.9671, loss: 0.3747 +2024-03-06 05:51:15,553 - mmseg - INFO - Iter [78500/160000] lr: 1.754e-05, eta: 11:32:01, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2313, decode.acc_seg: 90.5393, aux.loss_ce: 0.1575, aux.acc_seg: 85.3063, loss: 0.3888 +2024-03-06 05:51:40,447 - mmseg - INFO - Iter [78550/160000] lr: 1.753e-05, eta: 11:31:34, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2316, decode.acc_seg: 90.5579, aux.loss_ce: 0.1477, aux.acc_seg: 85.8018, loss: 0.3793 +2024-03-06 05:52:05,484 - mmseg - INFO - Iter [78600/160000] lr: 1.752e-05, eta: 11:31:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2139, decode.acc_seg: 90.9849, aux.loss_ce: 0.1416, aux.acc_seg: 86.3357, loss: 0.3554 +2024-03-06 05:52:30,683 - mmseg - INFO - Iter [78650/160000] lr: 1.751e-05, eta: 11:30:43, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 91.1102, aux.loss_ce: 0.1381, aux.acc_seg: 86.5080, loss: 0.3480 +2024-03-06 05:52:55,760 - mmseg - INFO - Iter [78700/160000] lr: 1.750e-05, eta: 11:30:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2202, decode.acc_seg: 90.5757, aux.loss_ce: 0.1487, aux.acc_seg: 85.4095, loss: 0.3689 +2024-03-06 05:53:20,721 - mmseg - INFO - Iter [78750/160000] lr: 1.749e-05, eta: 11:29:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2110, decode.acc_seg: 91.3816, aux.loss_ce: 0.1391, aux.acc_seg: 86.8424, loss: 0.3501 +2024-03-06 05:53:45,513 - mmseg - INFO - Iter [78800/160000] lr: 1.748e-05, eta: 11:29:25, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2257, decode.acc_seg: 90.5320, aux.loss_ce: 0.1484, aux.acc_seg: 85.7048, loss: 0.3741 +2024-03-06 05:54:10,531 - mmseg - INFO - Iter [78850/160000] lr: 1.747e-05, eta: 11:28:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2219, decode.acc_seg: 90.6872, aux.loss_ce: 0.1478, aux.acc_seg: 85.8703, loss: 0.3698 +2024-03-06 05:54:35,550 - mmseg - INFO - Iter [78900/160000] lr: 1.746e-05, eta: 11:28:33, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2197, decode.acc_seg: 90.9684, aux.loss_ce: 0.1434, aux.acc_seg: 86.3411, loss: 0.3631 +2024-03-06 05:55:00,495 - mmseg - INFO - Iter [78950/160000] lr: 1.744e-05, eta: 11:28:07, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2109, decode.acc_seg: 91.2628, aux.loss_ce: 0.1424, aux.acc_seg: 86.3491, loss: 0.3533 +2024-03-06 05:55:25,614 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 05:55:25,614 - mmseg - INFO - Iter [79000/160000] lr: 1.743e-05, eta: 11:27:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2209, decode.acc_seg: 90.7574, aux.loss_ce: 0.1440, aux.acc_seg: 86.2806, loss: 0.3648 +2024-03-06 05:55:50,560 - mmseg - INFO - Iter [79050/160000] lr: 1.742e-05, eta: 11:27:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2189, decode.acc_seg: 90.8584, aux.loss_ce: 0.1425, aux.acc_seg: 86.3222, loss: 0.3614 +2024-03-06 05:56:15,424 - mmseg - INFO - Iter [79100/160000] lr: 1.741e-05, eta: 11:26:49, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2170, decode.acc_seg: 90.8370, aux.loss_ce: 0.1394, aux.acc_seg: 86.4039, loss: 0.3564 +2024-03-06 05:56:40,467 - mmseg - INFO - Iter [79150/160000] lr: 1.740e-05, eta: 11:26:23, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2127, decode.acc_seg: 91.0186, aux.loss_ce: 0.1388, aux.acc_seg: 86.3925, loss: 0.3514 +2024-03-06 05:57:05,490 - mmseg - INFO - Iter [79200/160000] lr: 1.739e-05, eta: 11:25:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2187, decode.acc_seg: 90.7911, aux.loss_ce: 0.1442, aux.acc_seg: 86.0231, loss: 0.3629 +2024-03-06 05:57:30,731 - mmseg - INFO - Iter [79250/160000] lr: 1.738e-05, eta: 11:25:31, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2343, decode.acc_seg: 89.8507, aux.loss_ce: 0.1522, aux.acc_seg: 85.3504, loss: 0.3865 +2024-03-06 05:57:55,773 - mmseg - INFO - Iter [79300/160000] lr: 1.737e-05, eta: 11:25:05, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2105, decode.acc_seg: 91.0709, aux.loss_ce: 0.1363, aux.acc_seg: 86.6871, loss: 0.3468 +2024-03-06 05:58:21,041 - mmseg - INFO - Iter [79350/160000] lr: 1.736e-05, eta: 11:24:40, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2162, decode.acc_seg: 90.8291, aux.loss_ce: 0.1426, aux.acc_seg: 85.9743, loss: 0.3589 +2024-03-06 05:58:46,106 - mmseg - INFO - Iter [79400/160000] lr: 1.735e-05, eta: 11:24:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2165, decode.acc_seg: 91.0957, aux.loss_ce: 0.1444, aux.acc_seg: 86.5991, loss: 0.3609 +2024-03-06 05:59:11,041 - mmseg - INFO - Iter [79450/160000] lr: 1.734e-05, eta: 11:23:48, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2202, decode.acc_seg: 90.7669, aux.loss_ce: 0.1443, aux.acc_seg: 85.7890, loss: 0.3645 +2024-03-06 05:59:36,172 - mmseg - INFO - Iter [79500/160000] lr: 1.733e-05, eta: 11:23:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2274, decode.acc_seg: 90.4688, aux.loss_ce: 0.1454, aux.acc_seg: 86.2194, loss: 0.3728 +2024-03-06 06:00:01,028 - mmseg - INFO - Iter [79550/160000] lr: 1.732e-05, eta: 11:22:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2267, decode.acc_seg: 90.5220, aux.loss_ce: 0.1448, aux.acc_seg: 86.1038, loss: 0.3715 +2024-03-06 06:00:29,059 - mmseg - INFO - Iter [79600/160000] lr: 1.730e-05, eta: 11:22:33, time: 0.561, data_time: 0.058, memory: 6292, decode.loss_ce: 0.2301, decode.acc_seg: 90.5109, aux.loss_ce: 0.1499, aux.acc_seg: 85.7833, loss: 0.3800 +2024-03-06 06:00:53,955 - mmseg - INFO - Iter [79650/160000] lr: 1.729e-05, eta: 11:22:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2202, decode.acc_seg: 90.7987, aux.loss_ce: 0.1489, aux.acc_seg: 85.5665, loss: 0.3691 +2024-03-06 06:01:18,893 - mmseg - INFO - Iter [79700/160000] lr: 1.728e-05, eta: 11:21:41, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2219, decode.acc_seg: 90.6509, aux.loss_ce: 0.1453, aux.acc_seg: 85.7404, loss: 0.3672 +2024-03-06 06:01:43,850 - mmseg - INFO - Iter [79750/160000] lr: 1.727e-05, eta: 11:21:15, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2203, decode.acc_seg: 90.9463, aux.loss_ce: 0.1459, aux.acc_seg: 85.9983, loss: 0.3662 +2024-03-06 06:02:08,997 - mmseg - INFO - Iter [79800/160000] lr: 1.726e-05, eta: 11:20:49, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2078, decode.acc_seg: 91.0276, aux.loss_ce: 0.1355, aux.acc_seg: 86.7719, loss: 0.3433 +2024-03-06 06:02:33,915 - mmseg - INFO - Iter [79850/160000] lr: 1.725e-05, eta: 11:20:23, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2117, decode.acc_seg: 91.2864, aux.loss_ce: 0.1407, aux.acc_seg: 86.6015, loss: 0.3523 +2024-03-06 06:02:58,966 - mmseg - INFO - Iter [79900/160000] lr: 1.724e-05, eta: 11:19:57, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2387, decode.acc_seg: 90.1300, aux.loss_ce: 0.1536, aux.acc_seg: 85.6514, loss: 0.3923 +2024-03-06 06:03:23,976 - mmseg - INFO - Iter [79950/160000] lr: 1.723e-05, eta: 11:19:31, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2163, decode.acc_seg: 90.9017, aux.loss_ce: 0.1470, aux.acc_seg: 85.8734, loss: 0.3633 +2024-03-06 06:03:48,924 - mmseg - INFO - Saving checkpoint at 80000 iterations +2024-03-06 06:04:07,073 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:04:07,074 - mmseg - INFO - Iter [80000/160000] lr: 1.722e-05, eta: 11:19:24, time: 0.862, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2062, decode.acc_seg: 91.3849, aux.loss_ce: 0.1436, aux.acc_seg: 86.0426, loss: 0.3497 +2024-03-06 06:05:43,160 - mmseg - INFO - per class results: +2024-03-06 06:05:43,168 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 75.57 | 88.99 | +| building | 81.87 | 92.82 | +| sky | 93.96 | 96.94 | +| floor | 79.58 | 90.25 | +| tree | 73.29 | 86.29 | +| ceiling | 82.47 | 91.52 | +| road | 80.88 | 92.46 | +| bed | 87.74 | 94.07 | +| windowpane | 58.99 | 76.61 | +| grass | 68.01 | 83.77 | +| cabinet | 56.74 | 69.91 | +| sidewalk | 60.83 | 69.51 | +| person | 79.87 | 92.24 | +| earth | 35.06 | 50.62 | +| door | 43.61 | 59.12 | +| table | 57.68 | 74.34 | +| mountain | 51.91 | 66.57 | +| plant | 53.71 | 67.62 | +| curtain | 70.31 | 77.64 | +| chair | 53.85 | 70.8 | +| car | 81.69 | 89.93 | +| water | 50.26 | 64.48 | +| painting | 72.35 | 82.86 | +| sofa | 62.42 | 83.9 | +| shelf | 43.61 | 64.66 | +| house | 41.68 | 61.99 | +| sea | 49.84 | 69.18 | +| mirror | 58.75 | 64.46 | +| rug | 49.73 | 53.61 | +| field | 27.61 | 40.3 | +| armchair | 36.41 | 52.97 | +| seat | 56.33 | 72.78 | +| fence | 38.62 | 53.44 | +| desk | 45.8 | 61.75 | +| rock | 41.69 | 65.74 | +| wardrobe | 42.32 | 59.16 | +| lamp | 62.34 | 72.77 | +| bathtub | 73.7 | 81.87 | +| railing | 31.33 | 40.42 | +| cushion | 53.05 | 61.4 | +| base | 27.16 | 33.83 | +| box | 19.22 | 27.63 | +| column | 39.02 | 45.19 | +| signboard | 37.42 | 51.77 | +| chest of drawers | 36.69 | 48.45 | +| counter | 29.84 | 40.74 | +| sand | 41.7 | 60.47 | +| sink | 67.41 | 80.41 | +| skyscraper | 45.29 | 47.75 | +| fireplace | 70.71 | 82.87 | +| refrigerator | 70.02 | 84.04 | +| grandstand | 40.21 | 62.95 | +| path | 19.3 | 32.61 | +| stairs | 31.62 | 39.5 | +| runway | 62.81 | 82.49 | +| case | 46.18 | 54.29 | +| pool table | 93.02 | 97.08 | +| pillow | 60.38 | 76.35 | +| screen door | 63.23 | 71.68 | +| stairway | 28.25 | 33.75 | +| river | 12.74 | 29.51 | +| bridge | 46.72 | 50.79 | +| bookcase | 35.66 | 45.37 | +| blind | 19.84 | 20.49 | +| coffee table | 56.0 | 77.35 | +| toilet | 82.62 | 88.01 | +| flower | 41.75 | 55.53 | +| book | 47.39 | 65.26 | +| hill | 6.79 | 8.33 | +| bench | 41.41 | 47.9 | +| countertop | 54.79 | 73.52 | +| stove | 70.36 | 81.15 | +| palm | 47.74 | 80.55 | +| kitchen island | 22.51 | 33.11 | +| computer | 59.86 | 67.3 | +| swivel chair | 40.86 | 56.89 | +| boat | 70.43 | 85.11 | +| bar | 17.68 | 22.86 | +| arcade machine | 58.6 | 63.27 | +| hovel | 31.48 | 42.39 | +| bus | 78.98 | 91.26 | +| towel | 54.18 | 70.54 | +| light | 50.91 | 58.78 | +| truck | 22.4 | 28.25 | +| tower | 29.21 | 36.51 | +| chandelier | 67.46 | 81.9 | +| awning | 22.17 | 27.1 | +| streetlight | 24.05 | 30.46 | +| booth | 43.94 | 49.99 | +| television receiver | 58.65 | 86.83 | +| airplane | 54.71 | 67.61 | +| dirt track | 22.99 | 54.62 | +| apparel | 29.15 | 40.35 | +| pole | 16.66 | 22.21 | +| land | 0.86 | 1.19 | +| bannister | 10.36 | 15.63 | +| escalator | 33.1 | 41.77 | +| ottoman | 39.05 | 49.89 | +| bottle | 38.29 | 57.37 | +| buffet | 42.51 | 49.27 | +| poster | 25.69 | 29.89 | +| stage | 11.51 | 23.3 | +| van | 43.8 | 61.27 | +| ship | 60.67 | 62.05 | +| fountain | 18.9 | 19.98 | +| conveyer belt | 72.9 | 88.4 | +| canopy | 14.43 | 17.34 | +| washer | 71.16 | 74.49 | +| plaything | 23.95 | 36.5 | +| swimming pool | 51.65 | 77.08 | +| stool | 36.09 | 48.13 | +| barrel | 57.37 | 68.19 | +| basket | 27.32 | 36.74 | +| waterfall | 52.31 | 57.7 | +| tent | 90.74 | 99.19 | +| bag | 8.31 | 10.01 | +| minibike | 66.21 | 83.51 | +| cradle | 76.88 | 92.56 | +| oven | 40.77 | 57.45 | +| ball | 43.8 | 47.91 | +| food | 59.68 | 74.78 | +| step | 9.02 | 10.1 | +| tank | 43.79 | 48.26 | +| trade name | 19.93 | 21.93 | +| microwave | 40.01 | 42.54 | +| pot | 39.33 | 45.61 | +| animal | 60.28 | 63.21 | +| bicycle | 53.12 | 64.36 | +| lake | 54.06 | 59.41 | +| dishwasher | 60.69 | 65.75 | +| screen | 62.09 | 78.01 | +| blanket | 8.89 | 10.4 | +| sculpture | 52.43 | 64.47 | +| hood | 62.07 | 68.69 | +| sconce | 39.16 | 50.67 | +| vase | 38.63 | 52.1 | +| traffic light | 27.36 | 52.55 | +| tray | 9.25 | 12.69 | +| ashcan | 33.37 | 46.13 | +| fan | 57.99 | 69.36 | +| pier | 32.77 | 43.29 | +| crt screen | 10.05 | 17.16 | +| plate | 43.73 | 58.29 | +| monitor | 34.61 | 43.36 | +| bulletin board | 37.52 | 50.53 | +| shower | 0.95 | 0.99 | +| radiator | 50.45 | 57.92 | +| glass | 15.72 | 17.65 | +| clock | 28.16 | 31.36 | +| flag | 39.42 | 46.57 | ++---------------------+-------+-------+ +2024-03-06 06:05:43,169 - mmseg - INFO - Summary: +2024-03-06 06:05:43,169 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 81.62 | 46.13 | 57.06 | ++-------+-------+-------+ +2024-03-06 06:05:43,179 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:05:43,180 - mmseg - INFO - Iter(val) [500] aAcc: 0.8162, mIoU: 0.4613, mAcc: 0.5706, IoU.wall: 0.7557, IoU.building: 0.8187, IoU.sky: 0.9396, IoU.floor: 0.7958, IoU.tree: 0.7329, IoU.ceiling: 0.8247, IoU.road: 0.8088, IoU.bed : 0.8774, IoU.windowpane: 0.5899, IoU.grass: 0.6801, IoU.cabinet: 0.5674, IoU.sidewalk: 0.6083, IoU.person: 0.7987, IoU.earth: 0.3506, IoU.door: 0.4361, IoU.table: 0.5768, IoU.mountain: 0.5191, IoU.plant: 0.5371, IoU.curtain: 0.7031, IoU.chair: 0.5385, IoU.car: 0.8169, IoU.water: 0.5026, IoU.painting: 0.7235, IoU.sofa: 0.6242, IoU.shelf: 0.4361, IoU.house: 0.4168, IoU.sea: 0.4984, IoU.mirror: 0.5875, IoU.rug: 0.4973, IoU.field: 0.2761, IoU.armchair: 0.3641, IoU.seat: 0.5633, IoU.fence: 0.3862, IoU.desk: 0.4580, IoU.rock: 0.4169, IoU.wardrobe: 0.4232, IoU.lamp: 0.6234, IoU.bathtub: 0.7370, IoU.railing: 0.3133, IoU.cushion: 0.5305, IoU.base: 0.2716, IoU.box: 0.1922, IoU.column: 0.3902, IoU.signboard: 0.3742, IoU.chest of drawers: 0.3669, IoU.counter: 0.2984, IoU.sand: 0.4170, IoU.sink: 0.6741, IoU.skyscraper: 0.4529, IoU.fireplace: 0.7071, IoU.refrigerator: 0.7002, IoU.grandstand: 0.4021, IoU.path: 0.1930, IoU.stairs: 0.3162, IoU.runway: 0.6281, IoU.case: 0.4618, IoU.pool table: 0.9302, IoU.pillow: 0.6038, IoU.screen door: 0.6323, IoU.stairway: 0.2825, IoU.river: 0.1274, IoU.bridge: 0.4672, IoU.bookcase: 0.3566, IoU.blind: 0.1984, IoU.coffee table: 0.5600, IoU.toilet: 0.8262, IoU.flower: 0.4175, IoU.book: 0.4739, IoU.hill: 0.0679, IoU.bench: 0.4141, IoU.countertop: 0.5479, IoU.stove: 0.7036, IoU.palm: 0.4774, IoU.kitchen island: 0.2251, IoU.computer: 0.5986, IoU.swivel chair: 0.4086, IoU.boat: 0.7043, IoU.bar: 0.1768, IoU.arcade machine: 0.5860, IoU.hovel: 0.3148, IoU.bus: 0.7898, IoU.towel: 0.5418, IoU.light: 0.5091, IoU.truck: 0.2240, IoU.tower: 0.2921, IoU.chandelier: 0.6746, IoU.awning: 0.2217, IoU.streetlight: 0.2405, IoU.booth: 0.4394, IoU.television receiver: 0.5865, IoU.airplane: 0.5471, IoU.dirt track: 0.2299, IoU.apparel: 0.2915, IoU.pole: 0.1666, IoU.land: 0.0086, IoU.bannister: 0.1036, IoU.escalator: 0.3310, IoU.ottoman: 0.3905, IoU.bottle: 0.3829, IoU.buffet: 0.4251, IoU.poster: 0.2569, IoU.stage: 0.1151, IoU.van: 0.4380, IoU.ship: 0.6067, IoU.fountain: 0.1890, IoU.conveyer belt: 0.7290, IoU.canopy: 0.1443, IoU.washer: 0.7116, IoU.plaything: 0.2395, IoU.swimming pool: 0.5165, IoU.stool: 0.3609, IoU.barrel: 0.5737, IoU.basket: 0.2732, IoU.waterfall: 0.5231, IoU.tent: 0.9074, IoU.bag: 0.0831, IoU.minibike: 0.6621, IoU.cradle: 0.7688, IoU.oven: 0.4077, IoU.ball: 0.4380, IoU.food: 0.5968, IoU.step: 0.0902, IoU.tank: 0.4379, IoU.trade name: 0.1993, IoU.microwave: 0.4001, IoU.pot: 0.3933, IoU.animal: 0.6028, IoU.bicycle: 0.5312, IoU.lake: 0.5406, IoU.dishwasher: 0.6069, IoU.screen: 0.6209, IoU.blanket: 0.0889, IoU.sculpture: 0.5243, IoU.hood: 0.6207, IoU.sconce: 0.3916, IoU.vase: 0.3863, IoU.traffic light: 0.2736, IoU.tray: 0.0925, IoU.ashcan: 0.3337, IoU.fan: 0.5799, IoU.pier: 0.3277, IoU.crt screen: 0.1005, IoU.plate: 0.4373, IoU.monitor: 0.3461, IoU.bulletin board: 0.3752, IoU.shower: 0.0095, IoU.radiator: 0.5045, IoU.glass: 0.1572, IoU.clock: 0.2816, IoU.flag: 0.3942, Acc.wall: 0.8899, Acc.building: 0.9282, Acc.sky: 0.9694, Acc.floor: 0.9025, Acc.tree: 0.8629, Acc.ceiling: 0.9152, Acc.road: 0.9246, Acc.bed : 0.9407, Acc.windowpane: 0.7661, Acc.grass: 0.8377, Acc.cabinet: 0.6991, Acc.sidewalk: 0.6951, Acc.person: 0.9224, Acc.earth: 0.5062, Acc.door: 0.5912, Acc.table: 0.7434, Acc.mountain: 0.6657, Acc.plant: 0.6762, Acc.curtain: 0.7764, Acc.chair: 0.7080, Acc.car: 0.8993, Acc.water: 0.6448, Acc.painting: 0.8286, Acc.sofa: 0.8390, Acc.shelf: 0.6466, Acc.house: 0.6199, Acc.sea: 0.6918, Acc.mirror: 0.6446, Acc.rug: 0.5361, Acc.field: 0.4030, Acc.armchair: 0.5297, Acc.seat: 0.7278, Acc.fence: 0.5344, Acc.desk: 0.6175, Acc.rock: 0.6574, Acc.wardrobe: 0.5916, Acc.lamp: 0.7277, Acc.bathtub: 0.8187, Acc.railing: 0.4042, Acc.cushion: 0.6140, Acc.base: 0.3383, Acc.box: 0.2763, Acc.column: 0.4519, Acc.signboard: 0.5177, Acc.chest of drawers: 0.4845, Acc.counter: 0.4074, Acc.sand: 0.6047, Acc.sink: 0.8041, Acc.skyscraper: 0.4775, Acc.fireplace: 0.8287, Acc.refrigerator: 0.8404, Acc.grandstand: 0.6295, Acc.path: 0.3261, Acc.stairs: 0.3950, Acc.runway: 0.8249, Acc.case: 0.5429, Acc.pool table: 0.9708, Acc.pillow: 0.7635, Acc.screen door: 0.7168, Acc.stairway: 0.3375, Acc.river: 0.2951, Acc.bridge: 0.5079, Acc.bookcase: 0.4537, Acc.blind: 0.2049, Acc.coffee table: 0.7735, Acc.toilet: 0.8801, Acc.flower: 0.5553, Acc.book: 0.6526, Acc.hill: 0.0833, Acc.bench: 0.4790, Acc.countertop: 0.7352, Acc.stove: 0.8115, Acc.palm: 0.8055, Acc.kitchen island: 0.3311, Acc.computer: 0.6730, Acc.swivel chair: 0.5689, Acc.boat: 0.8511, Acc.bar: 0.2286, Acc.arcade machine: 0.6327, Acc.hovel: 0.4239, Acc.bus: 0.9126, Acc.towel: 0.7054, Acc.light: 0.5878, Acc.truck: 0.2825, Acc.tower: 0.3651, Acc.chandelier: 0.8190, Acc.awning: 0.2710, Acc.streetlight: 0.3046, Acc.booth: 0.4999, Acc.television receiver: 0.8683, Acc.airplane: 0.6761, Acc.dirt track: 0.5462, Acc.apparel: 0.4035, Acc.pole: 0.2221, Acc.land: 0.0119, Acc.bannister: 0.1563, Acc.escalator: 0.4177, Acc.ottoman: 0.4989, Acc.bottle: 0.5737, Acc.buffet: 0.4927, Acc.poster: 0.2989, Acc.stage: 0.2330, Acc.van: 0.6127, Acc.ship: 0.6205, Acc.fountain: 0.1998, Acc.conveyer belt: 0.8840, Acc.canopy: 0.1734, Acc.washer: 0.7449, Acc.plaything: 0.3650, Acc.swimming pool: 0.7708, Acc.stool: 0.4813, Acc.barrel: 0.6819, Acc.basket: 0.3674, Acc.waterfall: 0.5770, Acc.tent: 0.9919, Acc.bag: 0.1001, Acc.minibike: 0.8351, Acc.cradle: 0.9256, Acc.oven: 0.5745, Acc.ball: 0.4791, Acc.food: 0.7478, Acc.step: 0.1010, Acc.tank: 0.4826, Acc.trade name: 0.2193, Acc.microwave: 0.4254, Acc.pot: 0.4561, Acc.animal: 0.6321, Acc.bicycle: 0.6436, Acc.lake: 0.5941, Acc.dishwasher: 0.6575, Acc.screen: 0.7801, Acc.blanket: 0.1040, Acc.sculpture: 0.6447, Acc.hood: 0.6869, Acc.sconce: 0.5067, Acc.vase: 0.5210, Acc.traffic light: 0.5255, Acc.tray: 0.1269, Acc.ashcan: 0.4613, Acc.fan: 0.6936, Acc.pier: 0.4329, Acc.crt screen: 0.1716, Acc.plate: 0.5829, Acc.monitor: 0.4336, Acc.bulletin board: 0.5053, Acc.shower: 0.0099, Acc.radiator: 0.5792, Acc.glass: 0.1765, Acc.clock: 0.3136, Acc.flag: 0.4657 +2024-03-06 06:06:08,181 - mmseg - INFO - Iter [80050/160000] lr: 1.721e-05, eta: 11:20:34, time: 2.422, data_time: 1.931, memory: 6292, decode.loss_ce: 0.2102, decode.acc_seg: 91.1950, aux.loss_ce: 0.1383, aux.acc_seg: 86.5981, loss: 0.3485 +2024-03-06 06:06:33,143 - mmseg - INFO - Iter [80100/160000] lr: 1.720e-05, eta: 11:20:08, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2112, decode.acc_seg: 91.2585, aux.loss_ce: 0.1439, aux.acc_seg: 86.2842, loss: 0.3551 +2024-03-06 06:06:58,032 - mmseg - INFO - Iter [80150/160000] lr: 1.719e-05, eta: 11:19:41, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2145, decode.acc_seg: 90.8243, aux.loss_ce: 0.1396, aux.acc_seg: 86.3026, loss: 0.3542 +2024-03-06 06:07:22,766 - mmseg - INFO - Iter [80200/160000] lr: 1.718e-05, eta: 11:19:15, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2253, decode.acc_seg: 90.6085, aux.loss_ce: 0.1463, aux.acc_seg: 85.9772, loss: 0.3716 +2024-03-06 06:07:47,768 - mmseg - INFO - Iter [80250/160000] lr: 1.717e-05, eta: 11:18:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2260, decode.acc_seg: 90.5039, aux.loss_ce: 0.1479, aux.acc_seg: 85.4983, loss: 0.3738 +2024-03-06 06:08:12,823 - mmseg - INFO - Iter [80300/160000] lr: 1.715e-05, eta: 11:18:23, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2151, decode.acc_seg: 91.0519, aux.loss_ce: 0.1418, aux.acc_seg: 86.4460, loss: 0.3569 +2024-03-06 06:08:37,838 - mmseg - INFO - Iter [80350/160000] lr: 1.714e-05, eta: 11:17:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2275, decode.acc_seg: 90.3557, aux.loss_ce: 0.1475, aux.acc_seg: 85.9436, loss: 0.3750 +2024-03-06 06:09:02,705 - mmseg - INFO - Iter [80400/160000] lr: 1.713e-05, eta: 11:17:31, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2229, decode.acc_seg: 90.7204, aux.loss_ce: 0.1474, aux.acc_seg: 85.7099, loss: 0.3703 +2024-03-06 06:09:27,582 - mmseg - INFO - Iter [80450/160000] lr: 1.712e-05, eta: 11:17:05, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2228, decode.acc_seg: 90.8986, aux.loss_ce: 0.1401, aux.acc_seg: 86.6567, loss: 0.3629 +2024-03-06 06:09:52,404 - mmseg - INFO - Iter [80500/160000] lr: 1.711e-05, eta: 11:16:38, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2267, decode.acc_seg: 90.5287, aux.loss_ce: 0.1437, aux.acc_seg: 85.8973, loss: 0.3704 +2024-03-06 06:10:17,482 - mmseg - INFO - Iter [80550/160000] lr: 1.710e-05, eta: 11:16:12, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2286, decode.acc_seg: 90.6369, aux.loss_ce: 0.1541, aux.acc_seg: 85.2820, loss: 0.3827 +2024-03-06 06:10:42,705 - mmseg - INFO - Iter [80600/160000] lr: 1.709e-05, eta: 11:15:46, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2309, decode.acc_seg: 90.2864, aux.loss_ce: 0.1514, aux.acc_seg: 85.3768, loss: 0.3823 +2024-03-06 06:11:07,900 - mmseg - INFO - Iter [80650/160000] lr: 1.708e-05, eta: 11:15:21, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2274, decode.acc_seg: 90.7041, aux.loss_ce: 0.1459, aux.acc_seg: 85.9215, loss: 0.3732 +2024-03-06 06:11:32,894 - mmseg - INFO - Iter [80700/160000] lr: 1.707e-05, eta: 11:14:55, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2372, decode.acc_seg: 90.2760, aux.loss_ce: 0.1479, aux.acc_seg: 85.9145, loss: 0.3851 +2024-03-06 06:11:57,940 - mmseg - INFO - Iter [80750/160000] lr: 1.706e-05, eta: 11:14:29, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2117, decode.acc_seg: 91.2296, aux.loss_ce: 0.1418, aux.acc_seg: 86.0930, loss: 0.3534 +2024-03-06 06:12:23,068 - mmseg - INFO - Iter [80800/160000] lr: 1.705e-05, eta: 11:14:03, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2305, decode.acc_seg: 90.4780, aux.loss_ce: 0.1499, aux.acc_seg: 85.9505, loss: 0.3803 +2024-03-06 06:12:51,158 - mmseg - INFO - Iter [80850/160000] lr: 1.704e-05, eta: 11:13:40, time: 0.562, data_time: 0.055, memory: 6292, decode.loss_ce: 0.2227, decode.acc_seg: 90.8445, aux.loss_ce: 0.1492, aux.acc_seg: 85.7533, loss: 0.3719 +2024-03-06 06:13:16,193 - mmseg - INFO - Iter [80900/160000] lr: 1.703e-05, eta: 11:13:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2213, decode.acc_seg: 90.7802, aux.loss_ce: 0.1397, aux.acc_seg: 86.5086, loss: 0.3611 +2024-03-06 06:13:41,109 - mmseg - INFO - Iter [80950/160000] lr: 1.701e-05, eta: 11:12:47, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2086, decode.acc_seg: 91.2065, aux.loss_ce: 0.1384, aux.acc_seg: 86.5429, loss: 0.3471 +2024-03-06 06:14:06,056 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:14:06,056 - mmseg - INFO - Iter [81000/160000] lr: 1.700e-05, eta: 11:12:21, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.2013, aux.loss_ce: 0.1408, aux.acc_seg: 86.6303, loss: 0.3543 +2024-03-06 06:14:31,117 - mmseg - INFO - Iter [81050/160000] lr: 1.699e-05, eta: 11:11:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2059, decode.acc_seg: 91.2229, aux.loss_ce: 0.1383, aux.acc_seg: 86.3244, loss: 0.3442 +2024-03-06 06:14:56,212 - mmseg - INFO - Iter [81100/160000] lr: 1.698e-05, eta: 11:11:29, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2454, decode.acc_seg: 90.0556, aux.loss_ce: 0.1600, aux.acc_seg: 85.1276, loss: 0.4054 +2024-03-06 06:15:21,402 - mmseg - INFO - Iter [81150/160000] lr: 1.697e-05, eta: 11:11:04, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2185, decode.acc_seg: 90.7488, aux.loss_ce: 0.1456, aux.acc_seg: 85.8328, loss: 0.3641 +2024-03-06 06:15:46,336 - mmseg - INFO - Iter [81200/160000] lr: 1.696e-05, eta: 11:10:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2094, decode.acc_seg: 91.0414, aux.loss_ce: 0.1405, aux.acc_seg: 86.2270, loss: 0.3500 +2024-03-06 06:16:11,373 - mmseg - INFO - Iter [81250/160000] lr: 1.695e-05, eta: 11:10:11, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2236, decode.acc_seg: 90.5683, aux.loss_ce: 0.1431, aux.acc_seg: 86.0497, loss: 0.3668 +2024-03-06 06:16:36,411 - mmseg - INFO - Iter [81300/160000] lr: 1.694e-05, eta: 11:09:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2249, decode.acc_seg: 90.5315, aux.loss_ce: 0.1477, aux.acc_seg: 85.8674, loss: 0.3726 +2024-03-06 06:17:01,486 - mmseg - INFO - Iter [81350/160000] lr: 1.693e-05, eta: 11:09:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2073, decode.acc_seg: 91.1165, aux.loss_ce: 0.1374, aux.acc_seg: 86.5193, loss: 0.3447 +2024-03-06 06:17:26,391 - mmseg - INFO - Iter [81400/160000] lr: 1.692e-05, eta: 11:08:53, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2464, decode.acc_seg: 89.5864, aux.loss_ce: 0.1567, aux.acc_seg: 84.8610, loss: 0.4031 +2024-03-06 06:17:51,453 - mmseg - INFO - Iter [81450/160000] lr: 1.691e-05, eta: 11:08:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2286, decode.acc_seg: 90.4368, aux.loss_ce: 0.1503, aux.acc_seg: 85.5309, loss: 0.3789 +2024-03-06 06:18:16,437 - mmseg - INFO - Iter [81500/160000] lr: 1.690e-05, eta: 11:08:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2313, decode.acc_seg: 90.4394, aux.loss_ce: 0.1519, aux.acc_seg: 85.4984, loss: 0.3832 +2024-03-06 06:18:41,711 - mmseg - INFO - Iter [81550/160000] lr: 1.689e-05, eta: 11:07:35, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2242, decode.acc_seg: 90.6895, aux.loss_ce: 0.1461, aux.acc_seg: 86.0074, loss: 0.3703 +2024-03-06 06:19:06,868 - mmseg - INFO - Iter [81600/160000] lr: 1.687e-05, eta: 11:07:10, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 91.0480, aux.loss_ce: 0.1377, aux.acc_seg: 86.7597, loss: 0.3475 +2024-03-06 06:19:31,874 - mmseg - INFO - Iter [81650/160000] lr: 1.686e-05, eta: 11:06:44, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2271, decode.acc_seg: 90.5037, aux.loss_ce: 0.1490, aux.acc_seg: 85.6747, loss: 0.3761 +2024-03-06 06:19:57,089 - mmseg - INFO - Iter [81700/160000] lr: 1.685e-05, eta: 11:06:18, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2161, decode.acc_seg: 91.0303, aux.loss_ce: 0.1417, aux.acc_seg: 86.2943, loss: 0.3579 +2024-03-06 06:20:22,162 - mmseg - INFO - Iter [81750/160000] lr: 1.684e-05, eta: 11:05:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2270, decode.acc_seg: 90.4969, aux.loss_ce: 0.1510, aux.acc_seg: 85.5465, loss: 0.3780 +2024-03-06 06:20:47,101 - mmseg - INFO - Iter [81800/160000] lr: 1.683e-05, eta: 11:05:26, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2181, decode.acc_seg: 90.9871, aux.loss_ce: 0.1394, aux.acc_seg: 86.5127, loss: 0.3575 +2024-03-06 06:21:11,925 - mmseg - INFO - Iter [81850/160000] lr: 1.682e-05, eta: 11:04:59, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2106, decode.acc_seg: 90.9655, aux.loss_ce: 0.1378, aux.acc_seg: 86.1083, loss: 0.3484 +2024-03-06 06:21:37,075 - mmseg - INFO - Iter [81900/160000] lr: 1.681e-05, eta: 11:04:34, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2198, decode.acc_seg: 90.7463, aux.loss_ce: 0.1414, aux.acc_seg: 86.3000, loss: 0.3612 +2024-03-06 06:22:01,982 - mmseg - INFO - Iter [81950/160000] lr: 1.680e-05, eta: 11:04:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2250, decode.acc_seg: 90.7668, aux.loss_ce: 0.1505, aux.acc_seg: 85.5718, loss: 0.3755 +2024-03-06 06:22:27,102 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:22:27,102 - mmseg - INFO - Iter [82000/160000] lr: 1.679e-05, eta: 11:03:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2149, decode.acc_seg: 90.9038, aux.loss_ce: 0.1400, aux.acc_seg: 86.4171, loss: 0.3549 +2024-03-06 06:22:52,100 - mmseg - INFO - Iter [82050/160000] lr: 1.678e-05, eta: 11:03:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2213, decode.acc_seg: 90.9338, aux.loss_ce: 0.1415, aux.acc_seg: 86.5736, loss: 0.3628 +2024-03-06 06:23:20,042 - mmseg - INFO - Iter [82100/160000] lr: 1.677e-05, eta: 11:02:52, time: 0.559, data_time: 0.062, memory: 6292, decode.loss_ce: 0.2336, decode.acc_seg: 90.3718, aux.loss_ce: 0.1452, aux.acc_seg: 86.1394, loss: 0.3787 +2024-03-06 06:23:45,408 - mmseg - INFO - Iter [82150/160000] lr: 1.676e-05, eta: 11:02:27, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2129, decode.acc_seg: 91.0520, aux.loss_ce: 0.1384, aux.acc_seg: 86.7388, loss: 0.3513 +2024-03-06 06:24:10,468 - mmseg - INFO - Iter [82200/160000] lr: 1.675e-05, eta: 11:02:01, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2201, decode.acc_seg: 90.6526, aux.loss_ce: 0.1476, aux.acc_seg: 85.7151, loss: 0.3677 +2024-03-06 06:24:35,298 - mmseg - INFO - Iter [82250/160000] lr: 1.673e-05, eta: 11:01:34, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1992, decode.acc_seg: 91.4968, aux.loss_ce: 0.1299, aux.acc_seg: 87.1751, loss: 0.3291 +2024-03-06 06:25:00,401 - mmseg - INFO - Iter [82300/160000] lr: 1.672e-05, eta: 11:01:08, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1963, decode.acc_seg: 91.6527, aux.loss_ce: 0.1316, aux.acc_seg: 87.0493, loss: 0.3279 +2024-03-06 06:25:25,595 - mmseg - INFO - Iter [82350/160000] lr: 1.671e-05, eta: 11:00:43, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2096, decode.acc_seg: 91.0374, aux.loss_ce: 0.1389, aux.acc_seg: 86.3677, loss: 0.3485 +2024-03-06 06:25:50,396 - mmseg - INFO - Iter [82400/160000] lr: 1.670e-05, eta: 11:00:16, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2063, decode.acc_seg: 91.2774, aux.loss_ce: 0.1416, aux.acc_seg: 86.3305, loss: 0.3479 +2024-03-06 06:26:15,450 - mmseg - INFO - Iter [82450/160000] lr: 1.669e-05, eta: 10:59:50, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1968, decode.acc_seg: 91.5742, aux.loss_ce: 0.1311, aux.acc_seg: 87.0824, loss: 0.3279 +2024-03-06 06:26:40,176 - mmseg - INFO - Iter [82500/160000] lr: 1.668e-05, eta: 10:59:24, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2081, decode.acc_seg: 91.1977, aux.loss_ce: 0.1416, aux.acc_seg: 85.9551, loss: 0.3497 +2024-03-06 06:27:05,074 - mmseg - INFO - Iter [82550/160000] lr: 1.667e-05, eta: 10:58:58, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2214, decode.acc_seg: 90.9087, aux.loss_ce: 0.1420, aux.acc_seg: 86.6485, loss: 0.3635 +2024-03-06 06:27:30,108 - mmseg - INFO - Iter [82600/160000] lr: 1.666e-05, eta: 10:58:32, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2252, decode.acc_seg: 90.4748, aux.loss_ce: 0.1392, aux.acc_seg: 86.4413, loss: 0.3644 +2024-03-06 06:27:54,962 - mmseg - INFO - Iter [82650/160000] lr: 1.665e-05, eta: 10:58:06, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2174, decode.acc_seg: 90.6568, aux.loss_ce: 0.1379, aux.acc_seg: 86.2315, loss: 0.3553 +2024-03-06 06:28:19,710 - mmseg - INFO - Iter [82700/160000] lr: 1.664e-05, eta: 10:57:40, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2111, decode.acc_seg: 91.1498, aux.loss_ce: 0.1374, aux.acc_seg: 86.7774, loss: 0.3485 +2024-03-06 06:28:44,811 - mmseg - INFO - Iter [82750/160000] lr: 1.663e-05, eta: 10:57:14, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2288, decode.acc_seg: 90.6644, aux.loss_ce: 0.1466, aux.acc_seg: 86.1275, loss: 0.3754 +2024-03-06 06:29:09,631 - mmseg - INFO - Iter [82800/160000] lr: 1.662e-05, eta: 10:56:48, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2278, decode.acc_seg: 90.5681, aux.loss_ce: 0.1497, aux.acc_seg: 85.7492, loss: 0.3775 +2024-03-06 06:29:34,563 - mmseg - INFO - Iter [82850/160000] lr: 1.661e-05, eta: 10:56:21, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2165, decode.acc_seg: 91.0146, aux.loss_ce: 0.1446, aux.acc_seg: 86.2004, loss: 0.3612 +2024-03-06 06:29:59,374 - mmseg - INFO - Iter [82900/160000] lr: 1.659e-05, eta: 10:55:55, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2469, decode.acc_seg: 90.1843, aux.loss_ce: 0.1593, aux.acc_seg: 85.0627, loss: 0.4062 +2024-03-06 06:30:25,106 - mmseg - INFO - Iter [82950/160000] lr: 1.658e-05, eta: 10:55:30, time: 0.515, data_time: 0.023, memory: 6292, decode.loss_ce: 0.2191, decode.acc_seg: 90.6968, aux.loss_ce: 0.1427, aux.acc_seg: 86.1957, loss: 0.3619 +2024-03-06 06:30:49,778 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:30:49,779 - mmseg - INFO - Iter [83000/160000] lr: 1.657e-05, eta: 10:55:04, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2197, decode.acc_seg: 90.8628, aux.loss_ce: 0.1460, aux.acc_seg: 85.8944, loss: 0.3657 +2024-03-06 06:31:14,678 - mmseg - INFO - Iter [83050/160000] lr: 1.656e-05, eta: 10:54:38, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2188, decode.acc_seg: 90.7793, aux.loss_ce: 0.1443, aux.acc_seg: 86.4277, loss: 0.3631 +2024-03-06 06:31:39,695 - mmseg - INFO - Iter [83100/160000] lr: 1.655e-05, eta: 10:54:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2169, decode.acc_seg: 91.0465, aux.loss_ce: 0.1420, aux.acc_seg: 86.3876, loss: 0.3590 +2024-03-06 06:32:04,562 - mmseg - INFO - Iter [83150/160000] lr: 1.654e-05, eta: 10:53:45, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2074, decode.acc_seg: 91.4295, aux.loss_ce: 0.1415, aux.acc_seg: 86.4275, loss: 0.3489 +2024-03-06 06:32:29,634 - mmseg - INFO - Iter [83200/160000] lr: 1.653e-05, eta: 10:53:20, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1986, decode.acc_seg: 91.6558, aux.loss_ce: 0.1333, aux.acc_seg: 87.0913, loss: 0.3319 +2024-03-06 06:32:54,747 - mmseg - INFO - Iter [83250/160000] lr: 1.652e-05, eta: 10:52:54, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2189, decode.acc_seg: 90.9482, aux.loss_ce: 0.1408, aux.acc_seg: 86.4349, loss: 0.3598 +2024-03-06 06:33:19,917 - mmseg - INFO - Iter [83300/160000] lr: 1.651e-05, eta: 10:52:28, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2226, decode.acc_seg: 90.7191, aux.loss_ce: 0.1439, aux.acc_seg: 86.1848, loss: 0.3665 +2024-03-06 06:33:44,763 - mmseg - INFO - Iter [83350/160000] lr: 1.650e-05, eta: 10:52:02, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2108, decode.acc_seg: 91.1136, aux.loss_ce: 0.1486, aux.acc_seg: 85.5499, loss: 0.3594 +2024-03-06 06:34:12,777 - mmseg - INFO - Iter [83400/160000] lr: 1.649e-05, eta: 10:51:38, time: 0.560, data_time: 0.057, memory: 6292, decode.loss_ce: 0.2237, decode.acc_seg: 90.6174, aux.loss_ce: 0.1502, aux.acc_seg: 85.4809, loss: 0.3739 +2024-03-06 06:34:37,677 - mmseg - INFO - Iter [83450/160000] lr: 1.648e-05, eta: 10:51:12, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2161, decode.acc_seg: 91.2110, aux.loss_ce: 0.1404, aux.acc_seg: 86.7272, loss: 0.3565 +2024-03-06 06:35:02,609 - mmseg - INFO - Iter [83500/160000] lr: 1.647e-05, eta: 10:50:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2093, decode.acc_seg: 91.2436, aux.loss_ce: 0.1364, aux.acc_seg: 86.8679, loss: 0.3457 +2024-03-06 06:35:27,571 - mmseg - INFO - Iter [83550/160000] lr: 1.645e-05, eta: 10:50:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.1820, aux.loss_ce: 0.1346, aux.acc_seg: 87.1917, loss: 0.3480 +2024-03-06 06:35:52,492 - mmseg - INFO - Iter [83600/160000] lr: 1.644e-05, eta: 10:49:54, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2186, decode.acc_seg: 90.9181, aux.loss_ce: 0.1456, aux.acc_seg: 86.2697, loss: 0.3641 +2024-03-06 06:36:17,536 - mmseg - INFO - Iter [83650/160000] lr: 1.643e-05, eta: 10:49:28, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2117, decode.acc_seg: 91.0300, aux.loss_ce: 0.1359, aux.acc_seg: 86.5510, loss: 0.3476 +2024-03-06 06:36:42,564 - mmseg - INFO - Iter [83700/160000] lr: 1.642e-05, eta: 10:49:02, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2184, decode.acc_seg: 91.1361, aux.loss_ce: 0.1377, aux.acc_seg: 86.8862, loss: 0.3561 +2024-03-06 06:37:07,470 - mmseg - INFO - Iter [83750/160000] lr: 1.641e-05, eta: 10:48:36, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2172, decode.acc_seg: 90.8681, aux.loss_ce: 0.1439, aux.acc_seg: 86.1412, loss: 0.3611 +2024-03-06 06:37:32,403 - mmseg - INFO - Iter [83800/160000] lr: 1.640e-05, eta: 10:48:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2043, decode.acc_seg: 91.4061, aux.loss_ce: 0.1301, aux.acc_seg: 87.4814, loss: 0.3344 +2024-03-06 06:37:57,613 - mmseg - INFO - Iter [83850/160000] lr: 1.639e-05, eta: 10:47:44, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2040, decode.acc_seg: 91.6746, aux.loss_ce: 0.1389, aux.acc_seg: 86.9013, loss: 0.3430 +2024-03-06 06:38:22,740 - mmseg - INFO - Iter [83900/160000] lr: 1.638e-05, eta: 10:47:18, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.1000, aux.loss_ce: 0.1417, aux.acc_seg: 86.3556, loss: 0.3551 +2024-03-06 06:38:47,897 - mmseg - INFO - Iter [83950/160000] lr: 1.637e-05, eta: 10:46:53, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1976, decode.acc_seg: 91.7297, aux.loss_ce: 0.1314, aux.acc_seg: 87.1289, loss: 0.3290 +2024-03-06 06:39:12,835 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:39:12,836 - mmseg - INFO - Iter [84000/160000] lr: 1.636e-05, eta: 10:46:27, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2271, decode.acc_seg: 90.6923, aux.loss_ce: 0.1471, aux.acc_seg: 86.2511, loss: 0.3743 +2024-03-06 06:39:37,781 - mmseg - INFO - Iter [84050/160000] lr: 1.635e-05, eta: 10:46:01, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2193, decode.acc_seg: 90.7942, aux.loss_ce: 0.1454, aux.acc_seg: 86.1182, loss: 0.3646 +2024-03-06 06:40:02,783 - mmseg - INFO - Iter [84100/160000] lr: 1.634e-05, eta: 10:45:35, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2054, decode.acc_seg: 91.5165, aux.loss_ce: 0.1371, aux.acc_seg: 86.9732, loss: 0.3425 +2024-03-06 06:40:27,922 - mmseg - INFO - Iter [84150/160000] lr: 1.633e-05, eta: 10:45:09, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2108, decode.acc_seg: 91.1952, aux.loss_ce: 0.1384, aux.acc_seg: 86.5786, loss: 0.3492 +2024-03-06 06:40:53,161 - mmseg - INFO - Iter [84200/160000] lr: 1.631e-05, eta: 10:44:43, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2272, decode.acc_seg: 90.4787, aux.loss_ce: 0.1472, aux.acc_seg: 85.6939, loss: 0.3745 +2024-03-06 06:41:18,293 - mmseg - INFO - Iter [84250/160000] lr: 1.630e-05, eta: 10:44:17, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2117, decode.acc_seg: 91.0974, aux.loss_ce: 0.1377, aux.acc_seg: 86.6265, loss: 0.3495 +2024-03-06 06:41:43,523 - mmseg - INFO - Iter [84300/160000] lr: 1.629e-05, eta: 10:43:51, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2030, decode.acc_seg: 91.2519, aux.loss_ce: 0.1343, aux.acc_seg: 86.5868, loss: 0.3374 +2024-03-06 06:42:08,746 - mmseg - INFO - Iter [84350/160000] lr: 1.628e-05, eta: 10:43:25, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2242, decode.acc_seg: 90.6431, aux.loss_ce: 0.1502, aux.acc_seg: 85.8244, loss: 0.3744 +2024-03-06 06:42:33,745 - mmseg - INFO - Iter [84400/160000] lr: 1.627e-05, eta: 10:42:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2076, decode.acc_seg: 91.3573, aux.loss_ce: 0.1352, aux.acc_seg: 86.9099, loss: 0.3428 +2024-03-06 06:42:58,708 - mmseg - INFO - Iter [84450/160000] lr: 1.626e-05, eta: 10:42:33, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1991, decode.acc_seg: 91.5022, aux.loss_ce: 0.1328, aux.acc_seg: 87.0420, loss: 0.3318 +2024-03-06 06:43:23,772 - mmseg - INFO - Iter [84500/160000] lr: 1.625e-05, eta: 10:42:08, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2068, decode.acc_seg: 91.3691, aux.loss_ce: 0.1355, aux.acc_seg: 87.0221, loss: 0.3423 +2024-03-06 06:43:48,922 - mmseg - INFO - Iter [84550/160000] lr: 1.624e-05, eta: 10:41:42, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2086, decode.acc_seg: 91.0959, aux.loss_ce: 0.1432, aux.acc_seg: 86.0511, loss: 0.3518 +2024-03-06 06:44:14,178 - mmseg - INFO - Iter [84600/160000] lr: 1.623e-05, eta: 10:41:16, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2056, decode.acc_seg: 91.4374, aux.loss_ce: 0.1371, aux.acc_seg: 86.9133, loss: 0.3427 +2024-03-06 06:44:42,293 - mmseg - INFO - Iter [84650/160000] lr: 1.622e-05, eta: 10:40:53, time: 0.562, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2025, decode.acc_seg: 91.5415, aux.loss_ce: 0.1350, aux.acc_seg: 86.9343, loss: 0.3375 +2024-03-06 06:45:07,392 - mmseg - INFO - Iter [84700/160000] lr: 1.621e-05, eta: 10:40:27, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2029, decode.acc_seg: 91.3497, aux.loss_ce: 0.1366, aux.acc_seg: 86.8327, loss: 0.3395 +2024-03-06 06:45:32,453 - mmseg - INFO - Iter [84750/160000] lr: 1.620e-05, eta: 10:40:01, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2151, decode.acc_seg: 91.1197, aux.loss_ce: 0.1377, aux.acc_seg: 86.6527, loss: 0.3528 +2024-03-06 06:45:57,429 - mmseg - INFO - Iter [84800/160000] lr: 1.619e-05, eta: 10:39:35, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2021, decode.acc_seg: 91.2339, aux.loss_ce: 0.1348, aux.acc_seg: 86.5414, loss: 0.3369 +2024-03-06 06:46:22,402 - mmseg - INFO - Iter [84850/160000] lr: 1.618e-05, eta: 10:39:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1985, decode.acc_seg: 91.7993, aux.loss_ce: 0.1303, aux.acc_seg: 87.5639, loss: 0.3288 +2024-03-06 06:46:47,407 - mmseg - INFO - Iter [84900/160000] lr: 1.616e-05, eta: 10:38:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2175, decode.acc_seg: 90.8906, aux.loss_ce: 0.1388, aux.acc_seg: 86.5756, loss: 0.3563 +2024-03-06 06:47:12,459 - mmseg - INFO - Iter [84950/160000] lr: 1.615e-05, eta: 10:38:17, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2178, decode.acc_seg: 91.0233, aux.loss_ce: 0.1441, aux.acc_seg: 86.1830, loss: 0.3619 +2024-03-06 06:47:37,646 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:47:37,646 - mmseg - INFO - Iter [85000/160000] lr: 1.614e-05, eta: 10:37:51, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2036, decode.acc_seg: 91.5679, aux.loss_ce: 0.1334, aux.acc_seg: 87.2686, loss: 0.3370 +2024-03-06 06:48:02,594 - mmseg - INFO - Iter [85050/160000] lr: 1.613e-05, eta: 10:37:25, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2060, decode.acc_seg: 91.4221, aux.loss_ce: 0.1360, aux.acc_seg: 86.9971, loss: 0.3420 +2024-03-06 06:48:27,609 - mmseg - INFO - Iter [85100/160000] lr: 1.612e-05, eta: 10:36:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2094, decode.acc_seg: 91.4378, aux.loss_ce: 0.1422, aux.acc_seg: 86.5601, loss: 0.3516 +2024-03-06 06:48:52,489 - mmseg - INFO - Iter [85150/160000] lr: 1.611e-05, eta: 10:36:33, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2129, decode.acc_seg: 91.2013, aux.loss_ce: 0.1347, aux.acc_seg: 87.1905, loss: 0.3475 +2024-03-06 06:49:17,716 - mmseg - INFO - Iter [85200/160000] lr: 1.610e-05, eta: 10:36:07, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2006, decode.acc_seg: 91.4561, aux.loss_ce: 0.1352, aux.acc_seg: 86.9140, loss: 0.3358 +2024-03-06 06:49:42,792 - mmseg - INFO - Iter [85250/160000] lr: 1.609e-05, eta: 10:35:42, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2034, decode.acc_seg: 91.3400, aux.loss_ce: 0.1303, aux.acc_seg: 87.5006, loss: 0.3338 +2024-03-06 06:50:07,730 - mmseg - INFO - Iter [85300/160000] lr: 1.608e-05, eta: 10:35:16, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1964, decode.acc_seg: 91.8621, aux.loss_ce: 0.1295, aux.acc_seg: 87.5964, loss: 0.3259 +2024-03-06 06:50:32,532 - mmseg - INFO - Iter [85350/160000] lr: 1.607e-05, eta: 10:34:49, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2043, decode.acc_seg: 91.5283, aux.loss_ce: 0.1351, aux.acc_seg: 86.8365, loss: 0.3394 +2024-03-06 06:50:57,567 - mmseg - INFO - Iter [85400/160000] lr: 1.606e-05, eta: 10:34:23, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2099, decode.acc_seg: 91.2418, aux.loss_ce: 0.1356, aux.acc_seg: 87.0280, loss: 0.3455 +2024-03-06 06:51:22,525 - mmseg - INFO - Iter [85450/160000] lr: 1.605e-05, eta: 10:33:57, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2031, decode.acc_seg: 91.5791, aux.loss_ce: 0.1382, aux.acc_seg: 86.8462, loss: 0.3414 +2024-03-06 06:51:47,527 - mmseg - INFO - Iter [85500/160000] lr: 1.604e-05, eta: 10:33:32, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2231, decode.acc_seg: 90.7821, aux.loss_ce: 0.1460, aux.acc_seg: 86.1324, loss: 0.3691 +2024-03-06 06:52:12,641 - mmseg - INFO - Iter [85550/160000] lr: 1.602e-05, eta: 10:33:06, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.3071, aux.loss_ce: 0.1404, aux.acc_seg: 86.9119, loss: 0.3537 +2024-03-06 06:52:37,470 - mmseg - INFO - Iter [85600/160000] lr: 1.601e-05, eta: 10:32:40, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2114, decode.acc_seg: 91.2184, aux.loss_ce: 0.1403, aux.acc_seg: 86.6297, loss: 0.3517 +2024-03-06 06:53:02,554 - mmseg - INFO - Iter [85650/160000] lr: 1.600e-05, eta: 10:32:14, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2125, decode.acc_seg: 90.9365, aux.loss_ce: 0.1403, aux.acc_seg: 86.0103, loss: 0.3528 +2024-03-06 06:53:27,388 - mmseg - INFO - Iter [85700/160000] lr: 1.599e-05, eta: 10:31:48, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2188, decode.acc_seg: 90.9185, aux.loss_ce: 0.1474, aux.acc_seg: 85.9223, loss: 0.3662 +2024-03-06 06:53:52,359 - mmseg - INFO - Iter [85750/160000] lr: 1.598e-05, eta: 10:31:22, time: 0.499, data_time: 0.011, memory: 6292, decode.loss_ce: 0.2194, decode.acc_seg: 90.9343, aux.loss_ce: 0.1443, aux.acc_seg: 86.4277, loss: 0.3636 +2024-03-06 06:54:17,470 - mmseg - INFO - Iter [85800/160000] lr: 1.597e-05, eta: 10:30:56, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2049, decode.acc_seg: 91.3235, aux.loss_ce: 0.1328, aux.acc_seg: 86.9958, loss: 0.3377 +2024-03-06 06:54:42,690 - mmseg - INFO - Iter [85850/160000] lr: 1.596e-05, eta: 10:30:30, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2275, decode.acc_seg: 90.7567, aux.loss_ce: 0.1479, aux.acc_seg: 85.9302, loss: 0.3754 +2024-03-06 06:55:10,891 - mmseg - INFO - Iter [85900/160000] lr: 1.595e-05, eta: 10:30:07, time: 0.564, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2165, decode.acc_seg: 90.9179, aux.loss_ce: 0.1361, aux.acc_seg: 86.7699, loss: 0.3526 +2024-03-06 06:55:36,075 - mmseg - INFO - Iter [85950/160000] lr: 1.594e-05, eta: 10:29:41, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2007, decode.acc_seg: 91.6191, aux.loss_ce: 0.1335, aux.acc_seg: 87.2092, loss: 0.3341 +2024-03-06 06:56:01,037 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 06:56:01,038 - mmseg - INFO - Iter [86000/160000] lr: 1.593e-05, eta: 10:29:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2009, decode.acc_seg: 91.4147, aux.loss_ce: 0.1326, aux.acc_seg: 87.0924, loss: 0.3335 +2024-03-06 06:56:26,061 - mmseg - INFO - Iter [86050/160000] lr: 1.592e-05, eta: 10:28:49, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2068, decode.acc_seg: 91.5083, aux.loss_ce: 0.1394, aux.acc_seg: 86.8020, loss: 0.3462 +2024-03-06 06:56:51,168 - mmseg - INFO - Iter [86100/160000] lr: 1.591e-05, eta: 10:28:23, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2038, decode.acc_seg: 91.3626, aux.loss_ce: 0.1376, aux.acc_seg: 86.5352, loss: 0.3414 +2024-03-06 06:57:16,264 - mmseg - INFO - Iter [86150/160000] lr: 1.590e-05, eta: 10:27:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1971, decode.acc_seg: 91.4730, aux.loss_ce: 0.1285, aux.acc_seg: 87.1687, loss: 0.3256 +2024-03-06 06:57:41,371 - mmseg - INFO - Iter [86200/160000] lr: 1.588e-05, eta: 10:27:32, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2034, decode.acc_seg: 91.4772, aux.loss_ce: 0.1357, aux.acc_seg: 87.2784, loss: 0.3392 +2024-03-06 06:58:06,319 - mmseg - INFO - Iter [86250/160000] lr: 1.587e-05, eta: 10:27:06, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2076, decode.acc_seg: 91.4146, aux.loss_ce: 0.1369, aux.acc_seg: 86.9339, loss: 0.3446 +2024-03-06 06:58:31,347 - mmseg - INFO - Iter [86300/160000] lr: 1.586e-05, eta: 10:26:40, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2082, decode.acc_seg: 91.3867, aux.loss_ce: 0.1345, aux.acc_seg: 86.9584, loss: 0.3427 +2024-03-06 06:58:56,295 - mmseg - INFO - Iter [86350/160000] lr: 1.585e-05, eta: 10:26:14, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2048, decode.acc_seg: 91.2428, aux.loss_ce: 0.1364, aux.acc_seg: 86.5370, loss: 0.3412 +2024-03-06 06:59:21,416 - mmseg - INFO - Iter [86400/160000] lr: 1.584e-05, eta: 10:25:48, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2412, decode.acc_seg: 90.2100, aux.loss_ce: 0.1576, aux.acc_seg: 85.1246, loss: 0.3988 +2024-03-06 06:59:46,429 - mmseg - INFO - Iter [86450/160000] lr: 1.583e-05, eta: 10:25:22, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2427, decode.acc_seg: 90.2180, aux.loss_ce: 0.1582, aux.acc_seg: 84.9915, loss: 0.4008 +2024-03-06 07:00:11,413 - mmseg - INFO - Iter [86500/160000] lr: 1.582e-05, eta: 10:24:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.0696, aux.loss_ce: 0.1349, aux.acc_seg: 87.0274, loss: 0.3483 +2024-03-06 07:00:36,286 - mmseg - INFO - Iter [86550/160000] lr: 1.581e-05, eta: 10:24:30, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2102, decode.acc_seg: 91.0849, aux.loss_ce: 0.1425, aux.acc_seg: 86.1820, loss: 0.3528 +2024-03-06 07:01:01,209 - mmseg - INFO - Iter [86600/160000] lr: 1.580e-05, eta: 10:24:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2170, decode.acc_seg: 90.9299, aux.loss_ce: 0.1450, aux.acc_seg: 86.0390, loss: 0.3620 +2024-03-06 07:01:26,286 - mmseg - INFO - Iter [86650/160000] lr: 1.579e-05, eta: 10:23:38, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2148, decode.acc_seg: 90.9002, aux.loss_ce: 0.1409, aux.acc_seg: 86.1807, loss: 0.3556 +2024-03-06 07:01:51,229 - mmseg - INFO - Iter [86700/160000] lr: 1.578e-05, eta: 10:23:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2106, decode.acc_seg: 91.2706, aux.loss_ce: 0.1432, aux.acc_seg: 86.5317, loss: 0.3538 +2024-03-06 07:02:16,332 - mmseg - INFO - Iter [86750/160000] lr: 1.577e-05, eta: 10:22:46, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2282, decode.acc_seg: 90.5254, aux.loss_ce: 0.1514, aux.acc_seg: 85.7462, loss: 0.3796 +2024-03-06 07:02:41,133 - mmseg - INFO - Iter [86800/160000] lr: 1.576e-05, eta: 10:22:20, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2123, decode.acc_seg: 91.0599, aux.loss_ce: 0.1354, aux.acc_seg: 86.6374, loss: 0.3477 +2024-03-06 07:03:06,296 - mmseg - INFO - Iter [86850/160000] lr: 1.574e-05, eta: 10:21:54, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2010, decode.acc_seg: 91.4549, aux.loss_ce: 0.1357, aux.acc_seg: 86.7186, loss: 0.3366 +2024-03-06 07:03:31,220 - mmseg - INFO - Iter [86900/160000] lr: 1.573e-05, eta: 10:21:28, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2116, decode.acc_seg: 91.0893, aux.loss_ce: 0.1373, aux.acc_seg: 86.6173, loss: 0.3489 +2024-03-06 07:03:56,416 - mmseg - INFO - Iter [86950/160000] lr: 1.572e-05, eta: 10:21:03, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 91.1715, aux.loss_ce: 0.1421, aux.acc_seg: 86.3473, loss: 0.3519 +2024-03-06 07:04:21,490 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:04:21,491 - mmseg - INFO - Iter [87000/160000] lr: 1.571e-05, eta: 10:20:37, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2100, decode.acc_seg: 91.2027, aux.loss_ce: 0.1361, aux.acc_seg: 86.9288, loss: 0.3461 +2024-03-06 07:04:46,553 - mmseg - INFO - Iter [87050/160000] lr: 1.570e-05, eta: 10:20:11, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2043, decode.acc_seg: 91.4585, aux.loss_ce: 0.1387, aux.acc_seg: 86.5803, loss: 0.3431 +2024-03-06 07:05:11,397 - mmseg - INFO - Iter [87100/160000] lr: 1.569e-05, eta: 10:19:45, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2185, decode.acc_seg: 90.7657, aux.loss_ce: 0.1465, aux.acc_seg: 85.9998, loss: 0.3650 +2024-03-06 07:05:39,284 - mmseg - INFO - Iter [87150/160000] lr: 1.568e-05, eta: 10:19:21, time: 0.558, data_time: 0.061, memory: 6292, decode.loss_ce: 0.1984, decode.acc_seg: 91.6068, aux.loss_ce: 0.1329, aux.acc_seg: 86.8971, loss: 0.3314 +2024-03-06 07:06:04,343 - mmseg - INFO - Iter [87200/160000] lr: 1.567e-05, eta: 10:18:55, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2025, decode.acc_seg: 91.5562, aux.loss_ce: 0.1368, aux.acc_seg: 86.8096, loss: 0.3393 +2024-03-06 07:06:29,344 - mmseg - INFO - Iter [87250/160000] lr: 1.566e-05, eta: 10:18:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2000, decode.acc_seg: 91.6811, aux.loss_ce: 0.1340, aux.acc_seg: 87.1838, loss: 0.3340 +2024-03-06 07:06:54,127 - mmseg - INFO - Iter [87300/160000] lr: 1.565e-05, eta: 10:18:03, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 91.4363, aux.loss_ce: 0.1375, aux.acc_seg: 87.1372, loss: 0.3473 +2024-03-06 07:07:18,896 - mmseg - INFO - Iter [87350/160000] lr: 1.564e-05, eta: 10:17:37, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1969, decode.acc_seg: 91.7450, aux.loss_ce: 0.1315, aux.acc_seg: 87.5009, loss: 0.3284 +2024-03-06 07:07:43,762 - mmseg - INFO - Iter [87400/160000] lr: 1.563e-05, eta: 10:17:11, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1963, decode.acc_seg: 91.8165, aux.loss_ce: 0.1313, aux.acc_seg: 87.2071, loss: 0.3276 +2024-03-06 07:08:08,869 - mmseg - INFO - Iter [87450/160000] lr: 1.562e-05, eta: 10:16:45, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2091, decode.acc_seg: 91.1267, aux.loss_ce: 0.1366, aux.acc_seg: 86.6951, loss: 0.3457 +2024-03-06 07:08:34,045 - mmseg - INFO - Iter [87500/160000] lr: 1.560e-05, eta: 10:16:20, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2085, decode.acc_seg: 91.3125, aux.loss_ce: 0.1385, aux.acc_seg: 86.7075, loss: 0.3470 +2024-03-06 07:08:59,165 - mmseg - INFO - Iter [87550/160000] lr: 1.559e-05, eta: 10:15:54, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1978, decode.acc_seg: 91.7374, aux.loss_ce: 0.1302, aux.acc_seg: 87.2508, loss: 0.3280 +2024-03-06 07:09:24,170 - mmseg - INFO - Iter [87600/160000] lr: 1.558e-05, eta: 10:15:28, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2086, decode.acc_seg: 91.2519, aux.loss_ce: 0.1373, aux.acc_seg: 86.6034, loss: 0.3459 +2024-03-06 07:09:49,265 - mmseg - INFO - Iter [87650/160000] lr: 1.557e-05, eta: 10:15:02, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2120, decode.acc_seg: 91.0672, aux.loss_ce: 0.1356, aux.acc_seg: 86.8373, loss: 0.3476 +2024-03-06 07:10:14,298 - mmseg - INFO - Iter [87700/160000] lr: 1.556e-05, eta: 10:14:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2072, decode.acc_seg: 91.2616, aux.loss_ce: 0.1393, aux.acc_seg: 86.5078, loss: 0.3466 +2024-03-06 07:10:39,376 - mmseg - INFO - Iter [87750/160000] lr: 1.555e-05, eta: 10:14:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2096, decode.acc_seg: 91.2634, aux.loss_ce: 0.1381, aux.acc_seg: 86.7802, loss: 0.3477 +2024-03-06 07:11:04,447 - mmseg - INFO - Iter [87800/160000] lr: 1.554e-05, eta: 10:13:44, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2131, decode.acc_seg: 90.8817, aux.loss_ce: 0.1438, aux.acc_seg: 85.7854, loss: 0.3569 +2024-03-06 07:11:29,653 - mmseg - INFO - Iter [87850/160000] lr: 1.553e-05, eta: 10:13:19, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2122, decode.acc_seg: 91.0591, aux.loss_ce: 0.1396, aux.acc_seg: 86.6042, loss: 0.3518 +2024-03-06 07:11:54,562 - mmseg - INFO - Iter [87900/160000] lr: 1.552e-05, eta: 10:12:53, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2048, decode.acc_seg: 91.4486, aux.loss_ce: 0.1363, aux.acc_seg: 86.7141, loss: 0.3412 +2024-03-06 07:12:19,492 - mmseg - INFO - Iter [87950/160000] lr: 1.551e-05, eta: 10:12:27, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2059, decode.acc_seg: 91.2706, aux.loss_ce: 0.1361, aux.acc_seg: 86.8615, loss: 0.3420 +2024-03-06 07:12:44,477 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:12:44,478 - mmseg - INFO - Iter [88000/160000] lr: 1.550e-05, eta: 10:12:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2118, decode.acc_seg: 91.1879, aux.loss_ce: 0.1402, aux.acc_seg: 86.5481, loss: 0.3519 +2024-03-06 07:13:09,542 - mmseg - INFO - Iter [88050/160000] lr: 1.549e-05, eta: 10:11:35, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2042, decode.acc_seg: 91.4075, aux.loss_ce: 0.1328, aux.acc_seg: 86.9734, loss: 0.3371 +2024-03-06 07:13:34,480 - mmseg - INFO - Iter [88100/160000] lr: 1.548e-05, eta: 10:11:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2097, decode.acc_seg: 91.0447, aux.loss_ce: 0.1388, aux.acc_seg: 86.6255, loss: 0.3485 +2024-03-06 07:13:59,356 - mmseg - INFO - Iter [88150/160000] lr: 1.546e-05, eta: 10:10:43, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2181, decode.acc_seg: 90.9135, aux.loss_ce: 0.1436, aux.acc_seg: 86.3528, loss: 0.3617 +2024-03-06 07:14:24,382 - mmseg - INFO - Iter [88200/160000] lr: 1.545e-05, eta: 10:10:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2081, decode.acc_seg: 91.1961, aux.loss_ce: 0.1342, aux.acc_seg: 86.9329, loss: 0.3424 +2024-03-06 07:14:49,404 - mmseg - INFO - Iter [88250/160000] lr: 1.544e-05, eta: 10:09:51, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2049, decode.acc_seg: 91.4907, aux.loss_ce: 0.1387, aux.acc_seg: 86.7602, loss: 0.3436 +2024-03-06 07:15:14,640 - mmseg - INFO - Iter [88300/160000] lr: 1.543e-05, eta: 10:09:25, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2153, decode.acc_seg: 91.0177, aux.loss_ce: 0.1375, aux.acc_seg: 86.7985, loss: 0.3528 +2024-03-06 07:15:39,578 - mmseg - INFO - Iter [88350/160000] lr: 1.542e-05, eta: 10:08:59, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2070, decode.acc_seg: 91.2870, aux.loss_ce: 0.1364, aux.acc_seg: 86.8385, loss: 0.3434 +2024-03-06 07:16:04,406 - mmseg - INFO - Iter [88400/160000] lr: 1.541e-05, eta: 10:08:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2049, decode.acc_seg: 91.1387, aux.loss_ce: 0.1327, aux.acc_seg: 86.9220, loss: 0.3376 +2024-03-06 07:16:32,442 - mmseg - INFO - Iter [88450/160000] lr: 1.540e-05, eta: 10:08:10, time: 0.561, data_time: 0.060, memory: 6292, decode.loss_ce: 0.2009, decode.acc_seg: 91.6709, aux.loss_ce: 0.1322, aux.acc_seg: 87.4467, loss: 0.3330 +2024-03-06 07:16:57,512 - mmseg - INFO - Iter [88500/160000] lr: 1.539e-05, eta: 10:07:44, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2094, decode.acc_seg: 91.2072, aux.loss_ce: 0.1410, aux.acc_seg: 86.7341, loss: 0.3504 +2024-03-06 07:17:22,463 - mmseg - INFO - Iter [88550/160000] lr: 1.538e-05, eta: 10:07:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2002, decode.acc_seg: 91.5246, aux.loss_ce: 0.1321, aux.acc_seg: 86.9763, loss: 0.3323 +2024-03-06 07:17:47,365 - mmseg - INFO - Iter [88600/160000] lr: 1.537e-05, eta: 10:06:52, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2076, decode.acc_seg: 91.4900, aux.loss_ce: 0.1428, aux.acc_seg: 86.4994, loss: 0.3504 +2024-03-06 07:18:12,285 - mmseg - INFO - Iter [88650/160000] lr: 1.536e-05, eta: 10:06:26, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2002, decode.acc_seg: 91.5892, aux.loss_ce: 0.1353, aux.acc_seg: 86.9035, loss: 0.3355 +2024-03-06 07:18:37,055 - mmseg - INFO - Iter [88700/160000] lr: 1.535e-05, eta: 10:06:00, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2099, decode.acc_seg: 91.2668, aux.loss_ce: 0.1336, aux.acc_seg: 87.0715, loss: 0.3435 +2024-03-06 07:19:02,096 - mmseg - INFO - Iter [88750/160000] lr: 1.534e-05, eta: 10:05:34, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2137, decode.acc_seg: 91.0674, aux.loss_ce: 0.1446, aux.acc_seg: 86.0378, loss: 0.3583 +2024-03-06 07:19:26,971 - mmseg - INFO - Iter [88800/160000] lr: 1.532e-05, eta: 10:05:08, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2080, decode.acc_seg: 91.6232, aux.loss_ce: 0.1339, aux.acc_seg: 87.5101, loss: 0.3419 +2024-03-06 07:19:52,038 - mmseg - INFO - Iter [88850/160000] lr: 1.531e-05, eta: 10:04:42, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2117, decode.acc_seg: 91.1434, aux.loss_ce: 0.1359, aux.acc_seg: 86.8653, loss: 0.3475 +2024-03-06 07:20:16,977 - mmseg - INFO - Iter [88900/160000] lr: 1.530e-05, eta: 10:04:16, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2048, decode.acc_seg: 91.2724, aux.loss_ce: 0.1329, aux.acc_seg: 86.9210, loss: 0.3377 +2024-03-06 07:20:41,883 - mmseg - INFO - Iter [88950/160000] lr: 1.529e-05, eta: 10:03:51, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2050, decode.acc_seg: 91.1646, aux.loss_ce: 0.1340, aux.acc_seg: 86.9400, loss: 0.3390 +2024-03-06 07:21:06,805 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:21:06,806 - mmseg - INFO - Iter [89000/160000] lr: 1.528e-05, eta: 10:03:25, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2078, decode.acc_seg: 91.2181, aux.loss_ce: 0.1429, aux.acc_seg: 86.1644, loss: 0.3507 +2024-03-06 07:21:31,941 - mmseg - INFO - Iter [89050/160000] lr: 1.527e-05, eta: 10:02:59, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2133, decode.acc_seg: 91.0769, aux.loss_ce: 0.1375, aux.acc_seg: 86.8508, loss: 0.3508 +2024-03-06 07:21:56,850 - mmseg - INFO - Iter [89100/160000] lr: 1.526e-05, eta: 10:02:33, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2038, decode.acc_seg: 91.4016, aux.loss_ce: 0.1305, aux.acc_seg: 87.3776, loss: 0.3343 +2024-03-06 07:22:21,942 - mmseg - INFO - Iter [89150/160000] lr: 1.525e-05, eta: 10:02:07, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2021, decode.acc_seg: 91.1955, aux.loss_ce: 0.1355, aux.acc_seg: 86.5405, loss: 0.3376 +2024-03-06 07:22:46,842 - mmseg - INFO - Iter [89200/160000] lr: 1.524e-05, eta: 10:01:41, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2015, decode.acc_seg: 91.4108, aux.loss_ce: 0.1298, aux.acc_seg: 87.1635, loss: 0.3313 +2024-03-06 07:23:11,879 - mmseg - INFO - Iter [89250/160000] lr: 1.523e-05, eta: 10:01:15, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.2149, decode.acc_seg: 90.9784, aux.loss_ce: 0.1422, aux.acc_seg: 86.0766, loss: 0.3571 +2024-03-06 07:23:37,051 - mmseg - INFO - Iter [89300/160000] lr: 1.522e-05, eta: 10:00:49, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 90.8851, aux.loss_ce: 0.1377, aux.acc_seg: 86.4751, loss: 0.3475 +2024-03-06 07:24:02,273 - mmseg - INFO - Iter [89350/160000] lr: 1.521e-05, eta: 10:00:24, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1933, decode.acc_seg: 91.8180, aux.loss_ce: 0.1317, aux.acc_seg: 87.1664, loss: 0.3250 +2024-03-06 07:24:27,407 - mmseg - INFO - Iter [89400/160000] lr: 1.520e-05, eta: 9:59:58, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2054, decode.acc_seg: 91.2897, aux.loss_ce: 0.1345, aux.acc_seg: 87.0540, loss: 0.3398 +2024-03-06 07:24:52,490 - mmseg - INFO - Iter [89450/160000] lr: 1.518e-05, eta: 9:59:32, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2073, decode.acc_seg: 91.3625, aux.loss_ce: 0.1341, aux.acc_seg: 86.8581, loss: 0.3413 +2024-03-06 07:25:17,643 - mmseg - INFO - Iter [89500/160000] lr: 1.517e-05, eta: 9:59:06, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2083, decode.acc_seg: 91.0241, aux.loss_ce: 0.1379, aux.acc_seg: 86.4820, loss: 0.3461 +2024-03-06 07:25:42,765 - mmseg - INFO - Iter [89550/160000] lr: 1.516e-05, eta: 9:58:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2085, decode.acc_seg: 91.0935, aux.loss_ce: 0.1363, aux.acc_seg: 86.6101, loss: 0.3448 +2024-03-06 07:26:07,791 - mmseg - INFO - Iter [89600/160000] lr: 1.515e-05, eta: 9:58:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2061, decode.acc_seg: 91.3726, aux.loss_ce: 0.1399, aux.acc_seg: 86.6567, loss: 0.3459 +2024-03-06 07:26:32,976 - mmseg - INFO - Iter [89650/160000] lr: 1.514e-05, eta: 9:57:49, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2034, decode.acc_seg: 91.4831, aux.loss_ce: 0.1357, aux.acc_seg: 86.7926, loss: 0.3391 +2024-03-06 07:27:01,098 - mmseg - INFO - Iter [89700/160000] lr: 1.513e-05, eta: 9:57:26, time: 0.562, data_time: 0.057, memory: 6292, decode.loss_ce: 0.2062, decode.acc_seg: 91.4635, aux.loss_ce: 0.1412, aux.acc_seg: 86.6843, loss: 0.3474 +2024-03-06 07:27:26,210 - mmseg - INFO - Iter [89750/160000] lr: 1.512e-05, eta: 9:57:00, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1898, decode.acc_seg: 91.9158, aux.loss_ce: 0.1276, aux.acc_seg: 87.4922, loss: 0.3175 +2024-03-06 07:27:51,037 - mmseg - INFO - Iter [89800/160000] lr: 1.511e-05, eta: 9:56:34, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1966, decode.acc_seg: 91.5712, aux.loss_ce: 0.1336, aux.acc_seg: 86.8067, loss: 0.3302 +2024-03-06 07:28:16,000 - mmseg - INFO - Iter [89850/160000] lr: 1.510e-05, eta: 9:56:08, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2003, decode.acc_seg: 91.6302, aux.loss_ce: 0.1341, aux.acc_seg: 86.9770, loss: 0.3344 +2024-03-06 07:28:41,043 - mmseg - INFO - Iter [89900/160000] lr: 1.509e-05, eta: 9:55:42, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2016, decode.acc_seg: 91.4387, aux.loss_ce: 0.1341, aux.acc_seg: 86.9758, loss: 0.3357 +2024-03-06 07:29:06,085 - mmseg - INFO - Iter [89950/160000] lr: 1.508e-05, eta: 9:55:16, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1954, decode.acc_seg: 91.6900, aux.loss_ce: 0.1309, aux.acc_seg: 87.1663, loss: 0.3263 +2024-03-06 07:29:31,000 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:29:31,000 - mmseg - INFO - Iter [90000/160000] lr: 1.507e-05, eta: 9:54:50, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2035, decode.acc_seg: 91.3685, aux.loss_ce: 0.1383, aux.acc_seg: 86.6848, loss: 0.3418 +2024-03-06 07:29:55,955 - mmseg - INFO - Iter [90050/160000] lr: 1.506e-05, eta: 9:54:24, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2055, decode.acc_seg: 91.6105, aux.loss_ce: 0.1312, aux.acc_seg: 87.4776, loss: 0.3367 +2024-03-06 07:30:20,936 - mmseg - INFO - Iter [90100/160000] lr: 1.505e-05, eta: 9:53:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2046, decode.acc_seg: 91.3154, aux.loss_ce: 0.1376, aux.acc_seg: 86.8121, loss: 0.3422 +2024-03-06 07:30:46,111 - mmseg - INFO - Iter [90150/160000] lr: 1.503e-05, eta: 9:53:33, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1952, decode.acc_seg: 91.7023, aux.loss_ce: 0.1300, aux.acc_seg: 87.4472, loss: 0.3252 +2024-03-06 07:31:11,154 - mmseg - INFO - Iter [90200/160000] lr: 1.502e-05, eta: 9:53:07, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2119, decode.acc_seg: 90.9562, aux.loss_ce: 0.1391, aux.acc_seg: 86.5341, loss: 0.3510 +2024-03-06 07:31:36,005 - mmseg - INFO - Iter [90250/160000] lr: 1.501e-05, eta: 9:52:41, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2247, decode.acc_seg: 90.5104, aux.loss_ce: 0.1465, aux.acc_seg: 85.8599, loss: 0.3711 +2024-03-06 07:32:00,802 - mmseg - INFO - Iter [90300/160000] lr: 1.500e-05, eta: 9:52:15, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2065, decode.acc_seg: 91.2532, aux.loss_ce: 0.1390, aux.acc_seg: 86.4427, loss: 0.3455 +2024-03-06 07:32:25,533 - mmseg - INFO - Iter [90350/160000] lr: 1.499e-05, eta: 9:51:49, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2161, decode.acc_seg: 90.9856, aux.loss_ce: 0.1366, aux.acc_seg: 86.6641, loss: 0.3527 +2024-03-06 07:32:50,404 - mmseg - INFO - Iter [90400/160000] lr: 1.498e-05, eta: 9:51:23, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1982, decode.acc_seg: 91.4791, aux.loss_ce: 0.1360, aux.acc_seg: 86.6740, loss: 0.3342 +2024-03-06 07:33:15,377 - mmseg - INFO - Iter [90450/160000] lr: 1.497e-05, eta: 9:50:57, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2151, decode.acc_seg: 91.1208, aux.loss_ce: 0.1320, aux.acc_seg: 87.0133, loss: 0.3471 +2024-03-06 07:33:40,460 - mmseg - INFO - Iter [90500/160000] lr: 1.496e-05, eta: 9:50:31, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2100, decode.acc_seg: 91.3084, aux.loss_ce: 0.1432, aux.acc_seg: 86.4214, loss: 0.3531 +2024-03-06 07:34:05,565 - mmseg - INFO - Iter [90550/160000] lr: 1.495e-05, eta: 9:50:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2126, decode.acc_seg: 91.0416, aux.loss_ce: 0.1445, aux.acc_seg: 85.8211, loss: 0.3571 +2024-03-06 07:34:30,775 - mmseg - INFO - Iter [90600/160000] lr: 1.494e-05, eta: 9:49:40, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2034, decode.acc_seg: 91.3985, aux.loss_ce: 0.1366, aux.acc_seg: 86.5383, loss: 0.3401 +2024-03-06 07:34:55,936 - mmseg - INFO - Iter [90650/160000] lr: 1.493e-05, eta: 9:49:14, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2098, decode.acc_seg: 91.4741, aux.loss_ce: 0.1364, aux.acc_seg: 87.0998, loss: 0.3462 +2024-03-06 07:35:20,910 - mmseg - INFO - Iter [90700/160000] lr: 1.492e-05, eta: 9:48:48, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2058, decode.acc_seg: 91.3154, aux.loss_ce: 0.1393, aux.acc_seg: 86.4251, loss: 0.3450 +2024-03-06 07:35:46,082 - mmseg - INFO - Iter [90750/160000] lr: 1.491e-05, eta: 9:48:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1994, decode.acc_seg: 91.7811, aux.loss_ce: 0.1315, aux.acc_seg: 87.5456, loss: 0.3308 +2024-03-06 07:36:10,995 - mmseg - INFO - Iter [90800/160000] lr: 1.489e-05, eta: 9:47:56, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1987, decode.acc_seg: 91.5188, aux.loss_ce: 0.1338, aux.acc_seg: 86.9973, loss: 0.3325 +2024-03-06 07:36:35,932 - mmseg - INFO - Iter [90850/160000] lr: 1.488e-05, eta: 9:47:30, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2009, decode.acc_seg: 91.5887, aux.loss_ce: 0.1328, aux.acc_seg: 86.8044, loss: 0.3337 +2024-03-06 07:37:01,023 - mmseg - INFO - Iter [90900/160000] lr: 1.487e-05, eta: 9:47:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2014, decode.acc_seg: 91.5284, aux.loss_ce: 0.1416, aux.acc_seg: 86.5188, loss: 0.3430 +2024-03-06 07:37:29,364 - mmseg - INFO - Iter [90950/160000] lr: 1.486e-05, eta: 9:46:41, time: 0.567, data_time: 0.065, memory: 6292, decode.loss_ce: 0.2134, decode.acc_seg: 91.0869, aux.loss_ce: 0.1404, aux.acc_seg: 86.3265, loss: 0.3539 +2024-03-06 07:37:54,478 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:37:54,478 - mmseg - INFO - Iter [91000/160000] lr: 1.485e-05, eta: 9:46:15, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2013, decode.acc_seg: 91.5596, aux.loss_ce: 0.1317, aux.acc_seg: 87.1443, loss: 0.3330 +2024-03-06 07:38:19,658 - mmseg - INFO - Iter [91050/160000] lr: 1.484e-05, eta: 9:45:50, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2043, decode.acc_seg: 91.5882, aux.loss_ce: 0.1362, aux.acc_seg: 87.0310, loss: 0.3404 +2024-03-06 07:38:44,699 - mmseg - INFO - Iter [91100/160000] lr: 1.483e-05, eta: 9:45:24, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1933, decode.acc_seg: 91.7195, aux.loss_ce: 0.1270, aux.acc_seg: 87.4020, loss: 0.3203 +2024-03-06 07:39:09,749 - mmseg - INFO - Iter [91150/160000] lr: 1.482e-05, eta: 9:44:58, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2083, decode.acc_seg: 91.4119, aux.loss_ce: 0.1376, aux.acc_seg: 86.9645, loss: 0.3460 +2024-03-06 07:39:34,798 - mmseg - INFO - Iter [91200/160000] lr: 1.481e-05, eta: 9:44:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2058, decode.acc_seg: 91.5731, aux.loss_ce: 0.1360, aux.acc_seg: 87.1895, loss: 0.3418 +2024-03-06 07:39:59,741 - mmseg - INFO - Iter [91250/160000] lr: 1.480e-05, eta: 9:44:06, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1926, decode.acc_seg: 91.7838, aux.loss_ce: 0.1301, aux.acc_seg: 87.1109, loss: 0.3227 +2024-03-06 07:40:24,675 - mmseg - INFO - Iter [91300/160000] lr: 1.479e-05, eta: 9:43:40, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2032, decode.acc_seg: 91.3632, aux.loss_ce: 0.1344, aux.acc_seg: 86.8336, loss: 0.3376 +2024-03-06 07:40:49,573 - mmseg - INFO - Iter [91350/160000] lr: 1.478e-05, eta: 9:43:15, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2005, decode.acc_seg: 91.5107, aux.loss_ce: 0.1376, aux.acc_seg: 86.6902, loss: 0.3381 +2024-03-06 07:41:14,593 - mmseg - INFO - Iter [91400/160000] lr: 1.477e-05, eta: 9:42:49, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2021, decode.acc_seg: 91.2933, aux.loss_ce: 0.1399, aux.acc_seg: 86.2927, loss: 0.3420 +2024-03-06 07:41:39,672 - mmseg - INFO - Iter [91450/160000] lr: 1.475e-05, eta: 9:42:23, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1858, decode.acc_seg: 92.1836, aux.loss_ce: 0.1261, aux.acc_seg: 87.8971, loss: 0.3120 +2024-03-06 07:42:04,761 - mmseg - INFO - Iter [91500/160000] lr: 1.474e-05, eta: 9:41:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1981, decode.acc_seg: 91.6030, aux.loss_ce: 0.1307, aux.acc_seg: 87.2837, loss: 0.3288 +2024-03-06 07:42:29,801 - mmseg - INFO - Iter [91550/160000] lr: 1.473e-05, eta: 9:41:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2112, decode.acc_seg: 91.4699, aux.loss_ce: 0.1323, aux.acc_seg: 87.2648, loss: 0.3434 +2024-03-06 07:42:54,864 - mmseg - INFO - Iter [91600/160000] lr: 1.472e-05, eta: 9:41:05, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1963, decode.acc_seg: 91.5159, aux.loss_ce: 0.1281, aux.acc_seg: 87.3651, loss: 0.3244 +2024-03-06 07:43:20,073 - mmseg - INFO - Iter [91650/160000] lr: 1.471e-05, eta: 9:40:40, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2066, decode.acc_seg: 91.1658, aux.loss_ce: 0.1389, aux.acc_seg: 86.4438, loss: 0.3455 +2024-03-06 07:43:45,162 - mmseg - INFO - Iter [91700/160000] lr: 1.470e-05, eta: 9:40:14, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2004, decode.acc_seg: 91.5571, aux.loss_ce: 0.1357, aux.acc_seg: 86.8413, loss: 0.3361 +2024-03-06 07:44:10,328 - mmseg - INFO - Iter [91750/160000] lr: 1.469e-05, eta: 9:39:48, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2000, decode.acc_seg: 91.6243, aux.loss_ce: 0.1341, aux.acc_seg: 87.1522, loss: 0.3342 +2024-03-06 07:44:35,125 - mmseg - INFO - Iter [91800/160000] lr: 1.468e-05, eta: 9:39:22, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2047, decode.acc_seg: 91.2695, aux.loss_ce: 0.1351, aux.acc_seg: 86.7857, loss: 0.3398 +2024-03-06 07:44:59,994 - mmseg - INFO - Iter [91850/160000] lr: 1.467e-05, eta: 9:38:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1971, decode.acc_seg: 91.7932, aux.loss_ce: 0.1302, aux.acc_seg: 87.3241, loss: 0.3273 +2024-03-06 07:45:25,007 - mmseg - INFO - Iter [91900/160000] lr: 1.466e-05, eta: 9:38:30, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2128, decode.acc_seg: 91.2650, aux.loss_ce: 0.1398, aux.acc_seg: 86.7461, loss: 0.3526 +2024-03-06 07:45:49,886 - mmseg - INFO - Iter [91950/160000] lr: 1.465e-05, eta: 9:38:05, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1993, decode.acc_seg: 91.6748, aux.loss_ce: 0.1357, aux.acc_seg: 86.7860, loss: 0.3350 +2024-03-06 07:46:14,961 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:46:14,962 - mmseg - INFO - Iter [92000/160000] lr: 1.464e-05, eta: 9:37:39, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2059, decode.acc_seg: 91.5121, aux.loss_ce: 0.1359, aux.acc_seg: 87.1910, loss: 0.3418 +2024-03-06 07:46:40,078 - mmseg - INFO - Iter [92050/160000] lr: 1.463e-05, eta: 9:37:13, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1963, decode.acc_seg: 91.7145, aux.loss_ce: 0.1297, aux.acc_seg: 87.3613, loss: 0.3260 +2024-03-06 07:47:05,109 - mmseg - INFO - Iter [92100/160000] lr: 1.461e-05, eta: 9:36:47, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1980, decode.acc_seg: 91.5299, aux.loss_ce: 0.1295, aux.acc_seg: 87.2981, loss: 0.3275 +2024-03-06 07:47:30,193 - mmseg - INFO - Iter [92150/160000] lr: 1.460e-05, eta: 9:36:21, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1930, decode.acc_seg: 92.0692, aux.loss_ce: 0.1285, aux.acc_seg: 87.4221, loss: 0.3215 +2024-03-06 07:47:58,269 - mmseg - INFO - Iter [92200/160000] lr: 1.459e-05, eta: 9:35:58, time: 0.561, data_time: 0.055, memory: 6292, decode.loss_ce: 0.2031, decode.acc_seg: 91.5375, aux.loss_ce: 0.1394, aux.acc_seg: 86.5404, loss: 0.3425 +2024-03-06 07:48:23,333 - mmseg - INFO - Iter [92250/160000] lr: 1.458e-05, eta: 9:35:32, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1981, decode.acc_seg: 91.6913, aux.loss_ce: 0.1317, aux.acc_seg: 87.3271, loss: 0.3298 +2024-03-06 07:48:48,321 - mmseg - INFO - Iter [92300/160000] lr: 1.457e-05, eta: 9:35:06, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2021, decode.acc_seg: 91.5371, aux.loss_ce: 0.1311, aux.acc_seg: 87.2749, loss: 0.3332 +2024-03-06 07:49:13,300 - mmseg - INFO - Iter [92350/160000] lr: 1.456e-05, eta: 9:34:40, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1971, decode.acc_seg: 91.5019, aux.loss_ce: 0.1326, aux.acc_seg: 86.9232, loss: 0.3297 +2024-03-06 07:49:38,353 - mmseg - INFO - Iter [92400/160000] lr: 1.455e-05, eta: 9:34:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2010, decode.acc_seg: 91.4561, aux.loss_ce: 0.1361, aux.acc_seg: 86.7401, loss: 0.3371 +2024-03-06 07:50:03,296 - mmseg - INFO - Iter [92450/160000] lr: 1.454e-05, eta: 9:33:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2054, decode.acc_seg: 91.4825, aux.loss_ce: 0.1366, aux.acc_seg: 86.8368, loss: 0.3421 +2024-03-06 07:50:28,336 - mmseg - INFO - Iter [92500/160000] lr: 1.453e-05, eta: 9:33:23, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2114, decode.acc_seg: 91.1298, aux.loss_ce: 0.1378, aux.acc_seg: 86.6909, loss: 0.3492 +2024-03-06 07:50:53,552 - mmseg - INFO - Iter [92550/160000] lr: 1.452e-05, eta: 9:32:57, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2125, decode.acc_seg: 91.0924, aux.loss_ce: 0.1448, aux.acc_seg: 86.2534, loss: 0.3572 +2024-03-06 07:51:18,772 - mmseg - INFO - Iter [92600/160000] lr: 1.451e-05, eta: 9:32:31, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1981, decode.acc_seg: 91.7913, aux.loss_ce: 0.1296, aux.acc_seg: 87.4351, loss: 0.3277 +2024-03-06 07:51:43,669 - mmseg - INFO - Iter [92650/160000] lr: 1.450e-05, eta: 9:32:06, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1939, decode.acc_seg: 91.6952, aux.loss_ce: 0.1314, aux.acc_seg: 87.1846, loss: 0.3253 +2024-03-06 07:52:08,512 - mmseg - INFO - Iter [92700/160000] lr: 1.449e-05, eta: 9:31:40, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2145, decode.acc_seg: 90.8562, aux.loss_ce: 0.1385, aux.acc_seg: 86.5313, loss: 0.3530 +2024-03-06 07:52:33,288 - mmseg - INFO - Iter [92750/160000] lr: 1.447e-05, eta: 9:31:14, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2040, decode.acc_seg: 91.3322, aux.loss_ce: 0.1379, aux.acc_seg: 86.5598, loss: 0.3419 +2024-03-06 07:52:58,073 - mmseg - INFO - Iter [92800/160000] lr: 1.446e-05, eta: 9:30:48, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1912, decode.acc_seg: 91.8089, aux.loss_ce: 0.1289, aux.acc_seg: 87.2618, loss: 0.3200 +2024-03-06 07:53:22,999 - mmseg - INFO - Iter [92850/160000] lr: 1.445e-05, eta: 9:30:22, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1930, decode.acc_seg: 91.8010, aux.loss_ce: 0.1248, aux.acc_seg: 87.8612, loss: 0.3179 +2024-03-06 07:53:47,921 - mmseg - INFO - Iter [92900/160000] lr: 1.444e-05, eta: 9:29:56, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2106, decode.acc_seg: 91.1009, aux.loss_ce: 0.1388, aux.acc_seg: 86.6978, loss: 0.3493 +2024-03-06 07:54:12,722 - mmseg - INFO - Iter [92950/160000] lr: 1.443e-05, eta: 9:29:30, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2046, decode.acc_seg: 91.6219, aux.loss_ce: 0.1355, aux.acc_seg: 86.9755, loss: 0.3401 +2024-03-06 07:54:37,703 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 07:54:37,703 - mmseg - INFO - Iter [93000/160000] lr: 1.442e-05, eta: 9:29:04, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2118, decode.acc_seg: 91.2539, aux.loss_ce: 0.1413, aux.acc_seg: 86.4693, loss: 0.3532 +2024-03-06 07:55:02,701 - mmseg - INFO - Iter [93050/160000] lr: 1.441e-05, eta: 9:28:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1976, decode.acc_seg: 91.5210, aux.loss_ce: 0.1318, aux.acc_seg: 87.1096, loss: 0.3294 +2024-03-06 07:55:27,840 - mmseg - INFO - Iter [93100/160000] lr: 1.440e-05, eta: 9:28:12, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2056, decode.acc_seg: 91.3939, aux.loss_ce: 0.1364, aux.acc_seg: 86.5751, loss: 0.3420 +2024-03-06 07:55:52,884 - mmseg - INFO - Iter [93150/160000] lr: 1.439e-05, eta: 9:27:47, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1995, decode.acc_seg: 91.4743, aux.loss_ce: 0.1338, aux.acc_seg: 86.9161, loss: 0.3333 +2024-03-06 07:56:17,987 - mmseg - INFO - Iter [93200/160000] lr: 1.438e-05, eta: 9:27:21, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1909, decode.acc_seg: 91.9536, aux.loss_ce: 0.1270, aux.acc_seg: 87.7074, loss: 0.3179 +2024-03-06 07:56:42,962 - mmseg - INFO - Iter [93250/160000] lr: 1.437e-05, eta: 9:26:55, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1953, decode.acc_seg: 91.8383, aux.loss_ce: 0.1319, aux.acc_seg: 87.1672, loss: 0.3272 +2024-03-06 07:57:08,038 - mmseg - INFO - Iter [93300/160000] lr: 1.436e-05, eta: 9:26:29, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1998, decode.acc_seg: 91.5459, aux.loss_ce: 0.1316, aux.acc_seg: 87.1425, loss: 0.3314 +2024-03-06 07:57:33,274 - mmseg - INFO - Iter [93350/160000] lr: 1.435e-05, eta: 9:26:04, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1979, decode.acc_seg: 91.7383, aux.loss_ce: 0.1329, aux.acc_seg: 87.3152, loss: 0.3308 +2024-03-06 07:57:58,217 - mmseg - INFO - Iter [93400/160000] lr: 1.433e-05, eta: 9:25:38, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1922, decode.acc_seg: 91.8422, aux.loss_ce: 0.1300, aux.acc_seg: 87.0116, loss: 0.3222 +2024-03-06 07:58:23,302 - mmseg - INFO - Iter [93450/160000] lr: 1.432e-05, eta: 9:25:12, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1939, decode.acc_seg: 91.7309, aux.loss_ce: 0.1306, aux.acc_seg: 87.3807, loss: 0.3245 +2024-03-06 07:58:51,374 - mmseg - INFO - Iter [93500/160000] lr: 1.431e-05, eta: 9:24:48, time: 0.561, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1975, decode.acc_seg: 91.6325, aux.loss_ce: 0.1346, aux.acc_seg: 87.0572, loss: 0.3321 +2024-03-06 07:59:16,638 - mmseg - INFO - Iter [93550/160000] lr: 1.430e-05, eta: 9:24:23, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1985, decode.acc_seg: 91.4840, aux.loss_ce: 0.1366, aux.acc_seg: 86.6281, loss: 0.3351 +2024-03-06 07:59:41,607 - mmseg - INFO - Iter [93600/160000] lr: 1.429e-05, eta: 9:23:57, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2004, decode.acc_seg: 91.5691, aux.loss_ce: 0.1324, aux.acc_seg: 87.5412, loss: 0.3328 +2024-03-06 08:00:06,631 - mmseg - INFO - Iter [93650/160000] lr: 1.428e-05, eta: 9:23:31, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1926, decode.acc_seg: 91.8716, aux.loss_ce: 0.1295, aux.acc_seg: 87.2552, loss: 0.3221 +2024-03-06 08:00:31,529 - mmseg - INFO - Iter [93700/160000] lr: 1.427e-05, eta: 9:23:05, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1800, decode.acc_seg: 92.4018, aux.loss_ce: 0.1216, aux.acc_seg: 88.1596, loss: 0.3017 +2024-03-06 08:00:56,485 - mmseg - INFO - Iter [93750/160000] lr: 1.426e-05, eta: 9:22:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2080, decode.acc_seg: 91.2429, aux.loss_ce: 0.1350, aux.acc_seg: 86.8236, loss: 0.3430 +2024-03-06 08:01:21,503 - mmseg - INFO - Iter [93800/160000] lr: 1.425e-05, eta: 9:22:14, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1958, decode.acc_seg: 91.6699, aux.loss_ce: 0.1309, aux.acc_seg: 87.1362, loss: 0.3268 +2024-03-06 08:01:46,457 - mmseg - INFO - Iter [93850/160000] lr: 1.424e-05, eta: 9:21:48, time: 0.499, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1959, decode.acc_seg: 91.7356, aux.loss_ce: 0.1302, aux.acc_seg: 87.3066, loss: 0.3261 +2024-03-06 08:02:11,302 - mmseg - INFO - Iter [93900/160000] lr: 1.423e-05, eta: 9:21:22, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1905, decode.acc_seg: 91.8034, aux.loss_ce: 0.1285, aux.acc_seg: 87.4812, loss: 0.3190 +2024-03-06 08:02:36,394 - mmseg - INFO - Iter [93950/160000] lr: 1.422e-05, eta: 9:20:56, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1920, decode.acc_seg: 91.7408, aux.loss_ce: 0.1268, aux.acc_seg: 87.4740, loss: 0.3188 +2024-03-06 08:03:01,285 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:03:01,285 - mmseg - INFO - Iter [94000/160000] lr: 1.421e-05, eta: 9:20:30, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1903, decode.acc_seg: 91.8616, aux.loss_ce: 0.1242, aux.acc_seg: 87.8191, loss: 0.3145 +2024-03-06 08:03:26,223 - mmseg - INFO - Iter [94050/160000] lr: 1.419e-05, eta: 9:20:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1983, decode.acc_seg: 91.5912, aux.loss_ce: 0.1293, aux.acc_seg: 87.4067, loss: 0.3276 +2024-03-06 08:03:51,341 - mmseg - INFO - Iter [94100/160000] lr: 1.418e-05, eta: 9:19:39, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2060, decode.acc_seg: 91.1973, aux.loss_ce: 0.1378, aux.acc_seg: 86.5231, loss: 0.3438 +2024-03-06 08:04:16,454 - mmseg - INFO - Iter [94150/160000] lr: 1.417e-05, eta: 9:19:13, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2059, decode.acc_seg: 91.2688, aux.loss_ce: 0.1344, aux.acc_seg: 87.1345, loss: 0.3402 +2024-03-06 08:04:41,580 - mmseg - INFO - Iter [94200/160000] lr: 1.416e-05, eta: 9:18:47, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2000, decode.acc_seg: 91.5371, aux.loss_ce: 0.1338, aux.acc_seg: 86.8932, loss: 0.3338 +2024-03-06 08:05:06,585 - mmseg - INFO - Iter [94250/160000] lr: 1.415e-05, eta: 9:18:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2089, decode.acc_seg: 91.2813, aux.loss_ce: 0.1444, aux.acc_seg: 86.4200, loss: 0.3533 +2024-03-06 08:05:31,489 - mmseg - INFO - Iter [94300/160000] lr: 1.414e-05, eta: 9:17:55, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2028, decode.acc_seg: 91.6559, aux.loss_ce: 0.1333, aux.acc_seg: 87.3338, loss: 0.3361 +2024-03-06 08:05:56,443 - mmseg - INFO - Iter [94350/160000] lr: 1.413e-05, eta: 9:17:30, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2089, decode.acc_seg: 91.0901, aux.loss_ce: 0.1372, aux.acc_seg: 86.7211, loss: 0.3461 +2024-03-06 08:06:21,472 - mmseg - INFO - Iter [94400/160000] lr: 1.412e-05, eta: 9:17:04, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2013, decode.acc_seg: 91.5808, aux.loss_ce: 0.1361, aux.acc_seg: 87.0221, loss: 0.3375 +2024-03-06 08:06:46,500 - mmseg - INFO - Iter [94450/160000] lr: 1.411e-05, eta: 9:16:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1909, decode.acc_seg: 91.9390, aux.loss_ce: 0.1304, aux.acc_seg: 87.3219, loss: 0.3213 +2024-03-06 08:07:11,725 - mmseg - INFO - Iter [94500/160000] lr: 1.410e-05, eta: 9:16:12, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1993, decode.acc_seg: 91.6087, aux.loss_ce: 0.1345, aux.acc_seg: 87.2989, loss: 0.3338 +2024-03-06 08:07:36,737 - mmseg - INFO - Iter [94550/160000] lr: 1.409e-05, eta: 9:15:47, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1975, decode.acc_seg: 91.7132, aux.loss_ce: 0.1313, aux.acc_seg: 87.4698, loss: 0.3288 +2024-03-06 08:08:02,008 - mmseg - INFO - Iter [94600/160000] lr: 1.408e-05, eta: 9:15:21, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1977, decode.acc_seg: 91.4833, aux.loss_ce: 0.1343, aux.acc_seg: 86.8649, loss: 0.3320 +2024-03-06 08:08:27,045 - mmseg - INFO - Iter [94650/160000] lr: 1.407e-05, eta: 9:14:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2011, decode.acc_seg: 91.4439, aux.loss_ce: 0.1359, aux.acc_seg: 86.8147, loss: 0.3370 +2024-03-06 08:08:52,034 - mmseg - INFO - Iter [94700/160000] lr: 1.405e-05, eta: 9:14:29, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2083, decode.acc_seg: 91.1949, aux.loss_ce: 0.1393, aux.acc_seg: 86.4457, loss: 0.3476 +2024-03-06 08:09:20,061 - mmseg - INFO - Iter [94750/160000] lr: 1.404e-05, eta: 9:14:06, time: 0.561, data_time: 0.060, memory: 6292, decode.loss_ce: 0.1850, decode.acc_seg: 92.1249, aux.loss_ce: 0.1263, aux.acc_seg: 87.6173, loss: 0.3113 +2024-03-06 08:09:44,843 - mmseg - INFO - Iter [94800/160000] lr: 1.403e-05, eta: 9:13:40, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.1358, aux.loss_ce: 0.1286, aux.acc_seg: 87.5347, loss: 0.3121 +2024-03-06 08:10:09,833 - mmseg - INFO - Iter [94850/160000] lr: 1.402e-05, eta: 9:13:14, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1972, decode.acc_seg: 91.5574, aux.loss_ce: 0.1333, aux.acc_seg: 86.8250, loss: 0.3304 +2024-03-06 08:10:34,777 - mmseg - INFO - Iter [94900/160000] lr: 1.401e-05, eta: 9:12:48, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1890, decode.acc_seg: 91.9924, aux.loss_ce: 0.1259, aux.acc_seg: 87.5916, loss: 0.3149 +2024-03-06 08:10:59,766 - mmseg - INFO - Iter [94950/160000] lr: 1.400e-05, eta: 9:12:22, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1980, decode.acc_seg: 91.4550, aux.loss_ce: 0.1304, aux.acc_seg: 87.1442, loss: 0.3284 +2024-03-06 08:11:24,708 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:11:24,708 - mmseg - INFO - Iter [95000/160000] lr: 1.399e-05, eta: 9:11:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1995, decode.acc_seg: 91.4913, aux.loss_ce: 0.1401, aux.acc_seg: 86.3194, loss: 0.3397 +2024-03-06 08:11:49,799 - mmseg - INFO - Iter [95050/160000] lr: 1.398e-05, eta: 9:11:31, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1967, decode.acc_seg: 91.7692, aux.loss_ce: 0.1335, aux.acc_seg: 87.3384, loss: 0.3301 +2024-03-06 08:12:14,761 - mmseg - INFO - Iter [95100/160000] lr: 1.397e-05, eta: 9:11:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1828, decode.acc_seg: 92.1088, aux.loss_ce: 0.1249, aux.acc_seg: 87.8311, loss: 0.3078 +2024-03-06 08:12:39,768 - mmseg - INFO - Iter [95150/160000] lr: 1.396e-05, eta: 9:10:39, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1904, decode.acc_seg: 92.0318, aux.loss_ce: 0.1322, aux.acc_seg: 87.3682, loss: 0.3226 +2024-03-06 08:13:04,753 - mmseg - INFO - Iter [95200/160000] lr: 1.395e-05, eta: 9:10:13, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1933, decode.acc_seg: 91.8088, aux.loss_ce: 0.1323, aux.acc_seg: 87.2571, loss: 0.3256 +2024-03-06 08:13:29,909 - mmseg - INFO - Iter [95250/160000] lr: 1.394e-05, eta: 9:09:48, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1988, decode.acc_seg: 91.6616, aux.loss_ce: 0.1303, aux.acc_seg: 87.4091, loss: 0.3291 +2024-03-06 08:13:55,141 - mmseg - INFO - Iter [95300/160000] lr: 1.393e-05, eta: 9:09:22, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1883, decode.acc_seg: 91.9605, aux.loss_ce: 0.1249, aux.acc_seg: 87.8239, loss: 0.3133 +2024-03-06 08:14:20,371 - mmseg - INFO - Iter [95350/160000] lr: 1.392e-05, eta: 9:08:56, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1831, decode.acc_seg: 92.2065, aux.loss_ce: 0.1273, aux.acc_seg: 87.6089, loss: 0.3104 +2024-03-06 08:14:45,508 - mmseg - INFO - Iter [95400/160000] lr: 1.390e-05, eta: 9:08:31, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1967, decode.acc_seg: 91.3697, aux.loss_ce: 0.1307, aux.acc_seg: 86.9500, loss: 0.3274 +2024-03-06 08:15:10,674 - mmseg - INFO - Iter [95450/160000] lr: 1.389e-05, eta: 9:08:05, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1984, decode.acc_seg: 91.4647, aux.loss_ce: 0.1338, aux.acc_seg: 86.7338, loss: 0.3322 +2024-03-06 08:15:35,774 - mmseg - INFO - Iter [95500/160000] lr: 1.388e-05, eta: 9:07:39, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1927, decode.acc_seg: 91.6103, aux.loss_ce: 0.1347, aux.acc_seg: 86.8276, loss: 0.3274 +2024-03-06 08:16:00,808 - mmseg - INFO - Iter [95550/160000] lr: 1.387e-05, eta: 9:07:13, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1842, decode.acc_seg: 92.2195, aux.loss_ce: 0.1316, aux.acc_seg: 87.2390, loss: 0.3158 +2024-03-06 08:16:25,960 - mmseg - INFO - Iter [95600/160000] lr: 1.386e-05, eta: 9:06:48, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1902, decode.acc_seg: 92.0473, aux.loss_ce: 0.1290, aux.acc_seg: 87.7261, loss: 0.3192 +2024-03-06 08:16:50,740 - mmseg - INFO - Iter [95650/160000] lr: 1.385e-05, eta: 9:06:22, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1922, decode.acc_seg: 91.8071, aux.loss_ce: 0.1257, aux.acc_seg: 87.7108, loss: 0.3179 +2024-03-06 08:17:15,679 - mmseg - INFO - Iter [95700/160000] lr: 1.384e-05, eta: 9:05:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2065, decode.acc_seg: 91.3631, aux.loss_ce: 0.1375, aux.acc_seg: 86.8329, loss: 0.3440 +2024-03-06 08:17:40,564 - mmseg - INFO - Iter [95750/160000] lr: 1.383e-05, eta: 9:05:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2017, decode.acc_seg: 91.6654, aux.loss_ce: 0.1336, aux.acc_seg: 87.3679, loss: 0.3353 +2024-03-06 08:18:05,414 - mmseg - INFO - Iter [95800/160000] lr: 1.382e-05, eta: 9:05:04, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2110, decode.acc_seg: 91.2297, aux.loss_ce: 0.1386, aux.acc_seg: 86.7760, loss: 0.3496 +2024-03-06 08:18:30,437 - mmseg - INFO - Iter [95850/160000] lr: 1.381e-05, eta: 9:04:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1911, decode.acc_seg: 92.0633, aux.loss_ce: 0.1310, aux.acc_seg: 87.7302, loss: 0.3221 +2024-03-06 08:18:55,595 - mmseg - INFO - Iter [95900/160000] lr: 1.380e-05, eta: 9:04:13, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1986, decode.acc_seg: 91.6325, aux.loss_ce: 0.1351, aux.acc_seg: 86.9681, loss: 0.3338 +2024-03-06 08:19:20,899 - mmseg - INFO - Iter [95950/160000] lr: 1.379e-05, eta: 9:03:47, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1971, decode.acc_seg: 91.7552, aux.loss_ce: 0.1274, aux.acc_seg: 87.7348, loss: 0.3245 +2024-03-06 08:19:48,992 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:19:48,992 - mmseg - INFO - Iter [96000/160000] lr: 1.378e-05, eta: 9:03:23, time: 0.562, data_time: 0.058, memory: 6292, decode.loss_ce: 0.1944, decode.acc_seg: 91.7235, aux.loss_ce: 0.1319, aux.acc_seg: 87.1333, loss: 0.3263 +2024-03-06 08:21:25,116 - mmseg - INFO - per class results: +2024-03-06 08:21:25,124 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 75.62 | 87.45 | +| building | 81.54 | 92.59 | +| sky | 94.02 | 97.29 | +| floor | 80.44 | 90.26 | +| tree | 74.16 | 86.85 | +| ceiling | 82.74 | 91.69 | +| road | 81.65 | 92.07 | +| bed | 87.03 | 95.66 | +| windowpane | 60.16 | 74.94 | +| grass | 68.03 | 86.79 | +| cabinet | 56.91 | 69.95 | +| sidewalk | 62.47 | 73.94 | +| person | 80.21 | 92.76 | +| earth | 34.64 | 47.51 | +| door | 45.97 | 64.9 | +| table | 58.28 | 76.51 | +| mountain | 52.37 | 70.0 | +| plant | 52.31 | 62.39 | +| curtain | 71.25 | 84.59 | +| chair | 55.43 | 70.03 | +| car | 83.8 | 91.98 | +| water | 44.87 | 57.75 | +| painting | 73.7 | 85.67 | +| sofa | 62.01 | 82.47 | +| shelf | 41.51 | 60.13 | +| house | 36.16 | 45.65 | +| sea | 46.61 | 74.89 | +| mirror | 60.61 | 70.18 | +| rug | 55.16 | 64.44 | +| field | 29.46 | 39.01 | +| armchair | 38.1 | 53.56 | +| seat | 60.92 | 79.79 | +| fence | 43.14 | 57.81 | +| desk | 45.53 | 67.49 | +| rock | 42.17 | 62.61 | +| wardrobe | 46.67 | 70.64 | +| lamp | 62.51 | 75.57 | +| bathtub | 73.15 | 81.56 | +| railing | 32.17 | 41.02 | +| cushion | 53.43 | 66.64 | +| base | 29.67 | 39.24 | +| box | 21.2 | 32.99 | +| column | 39.39 | 51.08 | +| signboard | 37.02 | 49.54 | +| chest of drawers | 40.2 | 57.01 | +| counter | 23.63 | 32.02 | +| sand | 37.52 | 57.47 | +| sink | 67.84 | 78.91 | +| skyscraper | 57.17 | 72.83 | +| fireplace | 70.76 | 85.92 | +| refrigerator | 69.77 | 84.54 | +| grandstand | 40.55 | 60.04 | +| path | 18.73 | 27.39 | +| stairs | 25.47 | 29.88 | +| runway | 64.99 | 84.14 | +| case | 43.94 | 53.0 | +| pool table | 92.66 | 96.68 | +| pillow | 51.63 | 59.61 | +| screen door | 58.55 | 69.05 | +| stairway | 31.91 | 42.98 | +| river | 7.24 | 17.74 | +| bridge | 55.78 | 63.17 | +| bookcase | 39.5 | 55.66 | +| blind | 34.87 | 38.07 | +| coffee table | 60.46 | 79.43 | +| toilet | 83.71 | 89.79 | +| flower | 44.57 | 52.79 | +| book | 46.84 | 68.08 | +| hill | 5.87 | 9.34 | +| bench | 44.8 | 52.02 | +| countertop | 55.83 | 75.52 | +| stove | 74.15 | 81.33 | +| palm | 46.99 | 75.66 | +| kitchen island | 34.91 | 59.76 | +| computer | 56.65 | 67.83 | +| swivel chair | 40.12 | 53.61 | +| boat | 70.08 | 82.64 | +| bar | 25.32 | 33.17 | +| arcade machine | 66.35 | 70.62 | +| hovel | 34.85 | 40.68 | +| bus | 79.12 | 91.65 | +| towel | 60.63 | 69.54 | +| light | 51.74 | 58.12 | +| truck | 18.24 | 24.18 | +| tower | 25.79 | 33.19 | +| chandelier | 66.24 | 83.33 | +| awning | 20.84 | 25.04 | +| streetlight | 24.46 | 32.12 | +| booth | 44.26 | 49.11 | +| television receiver | 65.29 | 78.83 | +| airplane | 62.55 | 77.26 | +| dirt track | 11.05 | 56.34 | +| apparel | 42.09 | 54.52 | +| pole | 20.8 | 29.48 | +| land | 2.95 | 4.52 | +| bannister | 12.12 | 16.35 | +| escalator | 28.86 | 36.7 | +| ottoman | 38.94 | 51.05 | +| bottle | 36.46 | 60.79 | +| buffet | 33.45 | 37.41 | +| poster | 25.01 | 31.61 | +| stage | 16.78 | 25.91 | +| van | 45.03 | 56.74 | +| ship | 66.78 | 68.32 | +| fountain | 18.7 | 19.04 | +| conveyer belt | 72.88 | 82.42 | +| canopy | 40.09 | 51.09 | +| washer | 67.83 | 74.36 | +| plaything | 16.59 | 20.58 | +| swimming pool | 51.98 | 68.39 | +| stool | 37.98 | 51.31 | +| barrel | 52.66 | 64.77 | +| basket | 25.94 | 31.91 | +| waterfall | 70.35 | 81.23 | +| tent | 93.18 | 98.9 | +| bag | 10.11 | 13.5 | +| minibike | 68.7 | 83.36 | +| cradle | 76.6 | 88.13 | +| oven | 41.43 | 61.39 | +| ball | 44.17 | 47.49 | +| food | 56.09 | 65.66 | +| step | 10.08 | 12.5 | +| tank | 35.73 | 38.28 | +| trade name | 23.31 | 26.89 | +| microwave | 58.18 | 60.34 | +| pot | 40.05 | 49.25 | +| animal | 65.19 | 69.69 | +| bicycle | 54.67 | 71.5 | +| lake | 61.51 | 62.68 | +| dishwasher | 63.23 | 68.12 | +| screen | 51.28 | 60.46 | +| blanket | 10.9 | 12.37 | +| sculpture | 47.82 | 55.21 | +| hood | 59.11 | 67.97 | +| sconce | 38.52 | 49.02 | +| vase | 35.04 | 50.17 | +| traffic light | 28.6 | 51.96 | +| tray | 12.14 | 21.51 | +| ashcan | 29.74 | 41.85 | +| fan | 57.95 | 68.87 | +| pier | 28.79 | 35.96 | +| crt screen | 9.44 | 27.37 | +| plate | 46.61 | 57.66 | +| monitor | 17.5 | 19.07 | +| bulletin board | 37.95 | 45.53 | +| shower | 3.7 | 6.09 | +| radiator | 50.18 | 55.99 | +| glass | 11.47 | 12.13 | +| clock | 34.97 | 39.46 | +| flag | 41.32 | 44.89 | ++---------------------+-------+-------+ +2024-03-06 08:21:25,124 - mmseg - INFO - Summary: +2024-03-06 08:21:25,125 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 81.85 | 46.99 | 58.04 | ++-------+-------+-------+ +2024-03-06 08:21:25,136 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:21:25,137 - mmseg - INFO - Iter(val) [500] aAcc: 0.8185, mIoU: 0.4699, mAcc: 0.5804, IoU.wall: 0.7562, IoU.building: 0.8154, IoU.sky: 0.9402, IoU.floor: 0.8044, IoU.tree: 0.7416, IoU.ceiling: 0.8274, IoU.road: 0.8165, IoU.bed : 0.8703, IoU.windowpane: 0.6016, IoU.grass: 0.6803, IoU.cabinet: 0.5691, IoU.sidewalk: 0.6247, IoU.person: 0.8021, IoU.earth: 0.3464, IoU.door: 0.4597, IoU.table: 0.5828, IoU.mountain: 0.5237, IoU.plant: 0.5231, IoU.curtain: 0.7125, IoU.chair: 0.5543, IoU.car: 0.8380, IoU.water: 0.4487, IoU.painting: 0.7370, IoU.sofa: 0.6201, IoU.shelf: 0.4151, IoU.house: 0.3616, IoU.sea: 0.4661, IoU.mirror: 0.6061, IoU.rug: 0.5516, IoU.field: 0.2946, IoU.armchair: 0.3810, IoU.seat: 0.6092, IoU.fence: 0.4314, IoU.desk: 0.4553, IoU.rock: 0.4217, IoU.wardrobe: 0.4667, IoU.lamp: 0.6251, IoU.bathtub: 0.7315, IoU.railing: 0.3217, IoU.cushion: 0.5343, IoU.base: 0.2967, IoU.box: 0.2120, IoU.column: 0.3939, IoU.signboard: 0.3702, IoU.chest of drawers: 0.4020, IoU.counter: 0.2363, IoU.sand: 0.3752, IoU.sink: 0.6784, IoU.skyscraper: 0.5717, IoU.fireplace: 0.7076, IoU.refrigerator: 0.6977, IoU.grandstand: 0.4055, IoU.path: 0.1873, IoU.stairs: 0.2547, IoU.runway: 0.6499, IoU.case: 0.4394, IoU.pool table: 0.9266, IoU.pillow: 0.5163, IoU.screen door: 0.5855, IoU.stairway: 0.3191, IoU.river: 0.0724, IoU.bridge: 0.5578, IoU.bookcase: 0.3950, IoU.blind: 0.3487, IoU.coffee table: 0.6046, IoU.toilet: 0.8371, IoU.flower: 0.4457, IoU.book: 0.4684, IoU.hill: 0.0587, IoU.bench: 0.4480, IoU.countertop: 0.5583, IoU.stove: 0.7415, IoU.palm: 0.4699, IoU.kitchen island: 0.3491, IoU.computer: 0.5665, IoU.swivel chair: 0.4012, IoU.boat: 0.7008, IoU.bar: 0.2532, IoU.arcade machine: 0.6635, IoU.hovel: 0.3485, IoU.bus: 0.7912, IoU.towel: 0.6063, IoU.light: 0.5174, IoU.truck: 0.1824, IoU.tower: 0.2579, IoU.chandelier: 0.6624, IoU.awning: 0.2084, IoU.streetlight: 0.2446, IoU.booth: 0.4426, IoU.television receiver: 0.6529, IoU.airplane: 0.6255, IoU.dirt track: 0.1105, IoU.apparel: 0.4209, IoU.pole: 0.2080, IoU.land: 0.0295, IoU.bannister: 0.1212, IoU.escalator: 0.2886, IoU.ottoman: 0.3894, IoU.bottle: 0.3646, IoU.buffet: 0.3345, IoU.poster: 0.2501, IoU.stage: 0.1678, IoU.van: 0.4503, IoU.ship: 0.6678, IoU.fountain: 0.1870, IoU.conveyer belt: 0.7288, IoU.canopy: 0.4009, IoU.washer: 0.6783, IoU.plaything: 0.1659, IoU.swimming pool: 0.5198, IoU.stool: 0.3798, IoU.barrel: 0.5266, IoU.basket: 0.2594, IoU.waterfall: 0.7035, IoU.tent: 0.9318, IoU.bag: 0.1011, IoU.minibike: 0.6870, IoU.cradle: 0.7660, IoU.oven: 0.4143, IoU.ball: 0.4417, IoU.food: 0.5609, IoU.step: 0.1008, IoU.tank: 0.3573, IoU.trade name: 0.2331, IoU.microwave: 0.5818, IoU.pot: 0.4005, IoU.animal: 0.6519, IoU.bicycle: 0.5467, IoU.lake: 0.6151, IoU.dishwasher: 0.6323, IoU.screen: 0.5128, IoU.blanket: 0.1090, IoU.sculpture: 0.4782, IoU.hood: 0.5911, IoU.sconce: 0.3852, IoU.vase: 0.3504, IoU.traffic light: 0.2860, IoU.tray: 0.1214, IoU.ashcan: 0.2974, IoU.fan: 0.5795, IoU.pier: 0.2879, IoU.crt screen: 0.0944, IoU.plate: 0.4661, IoU.monitor: 0.1750, IoU.bulletin board: 0.3795, IoU.shower: 0.0370, IoU.radiator: 0.5018, IoU.glass: 0.1147, IoU.clock: 0.3497, IoU.flag: 0.4132, Acc.wall: 0.8745, Acc.building: 0.9259, Acc.sky: 0.9729, Acc.floor: 0.9026, Acc.tree: 0.8685, Acc.ceiling: 0.9169, Acc.road: 0.9207, Acc.bed : 0.9566, Acc.windowpane: 0.7494, Acc.grass: 0.8679, Acc.cabinet: 0.6995, Acc.sidewalk: 0.7394, Acc.person: 0.9276, Acc.earth: 0.4751, Acc.door: 0.6490, Acc.table: 0.7651, Acc.mountain: 0.7000, Acc.plant: 0.6239, Acc.curtain: 0.8459, Acc.chair: 0.7003, Acc.car: 0.9198, Acc.water: 0.5775, Acc.painting: 0.8567, Acc.sofa: 0.8247, Acc.shelf: 0.6013, Acc.house: 0.4565, Acc.sea: 0.7489, Acc.mirror: 0.7018, Acc.rug: 0.6444, Acc.field: 0.3901, Acc.armchair: 0.5356, Acc.seat: 0.7979, Acc.fence: 0.5781, Acc.desk: 0.6749, Acc.rock: 0.6261, Acc.wardrobe: 0.7064, Acc.lamp: 0.7557, Acc.bathtub: 0.8156, Acc.railing: 0.4102, Acc.cushion: 0.6664, Acc.base: 0.3924, Acc.box: 0.3299, Acc.column: 0.5108, Acc.signboard: 0.4954, Acc.chest of drawers: 0.5701, Acc.counter: 0.3202, Acc.sand: 0.5747, Acc.sink: 0.7891, Acc.skyscraper: 0.7283, Acc.fireplace: 0.8592, Acc.refrigerator: 0.8454, Acc.grandstand: 0.6004, Acc.path: 0.2739, Acc.stairs: 0.2988, Acc.runway: 0.8414, Acc.case: 0.5300, Acc.pool table: 0.9668, Acc.pillow: 0.5961, Acc.screen door: 0.6905, Acc.stairway: 0.4298, Acc.river: 0.1774, Acc.bridge: 0.6317, Acc.bookcase: 0.5566, Acc.blind: 0.3807, Acc.coffee table: 0.7943, Acc.toilet: 0.8979, Acc.flower: 0.5279, Acc.book: 0.6808, Acc.hill: 0.0934, Acc.bench: 0.5202, Acc.countertop: 0.7552, Acc.stove: 0.8133, Acc.palm: 0.7566, Acc.kitchen island: 0.5976, Acc.computer: 0.6783, Acc.swivel chair: 0.5361, Acc.boat: 0.8264, Acc.bar: 0.3317, Acc.arcade machine: 0.7062, Acc.hovel: 0.4068, Acc.bus: 0.9165, Acc.towel: 0.6954, Acc.light: 0.5812, Acc.truck: 0.2418, Acc.tower: 0.3319, Acc.chandelier: 0.8333, Acc.awning: 0.2504, Acc.streetlight: 0.3212, Acc.booth: 0.4911, Acc.television receiver: 0.7883, Acc.airplane: 0.7726, Acc.dirt track: 0.5634, Acc.apparel: 0.5452, Acc.pole: 0.2948, Acc.land: 0.0452, Acc.bannister: 0.1635, Acc.escalator: 0.3670, Acc.ottoman: 0.5105, Acc.bottle: 0.6079, Acc.buffet: 0.3741, Acc.poster: 0.3161, Acc.stage: 0.2591, Acc.van: 0.5674, Acc.ship: 0.6832, Acc.fountain: 0.1904, Acc.conveyer belt: 0.8242, Acc.canopy: 0.5109, Acc.washer: 0.7436, Acc.plaything: 0.2058, Acc.swimming pool: 0.6839, Acc.stool: 0.5131, Acc.barrel: 0.6477, Acc.basket: 0.3191, Acc.waterfall: 0.8123, Acc.tent: 0.9890, Acc.bag: 0.1350, Acc.minibike: 0.8336, Acc.cradle: 0.8813, Acc.oven: 0.6139, Acc.ball: 0.4749, Acc.food: 0.6566, Acc.step: 0.1250, Acc.tank: 0.3828, Acc.trade name: 0.2689, Acc.microwave: 0.6034, Acc.pot: 0.4925, Acc.animal: 0.6969, Acc.bicycle: 0.7150, Acc.lake: 0.6268, Acc.dishwasher: 0.6812, Acc.screen: 0.6046, Acc.blanket: 0.1237, Acc.sculpture: 0.5521, Acc.hood: 0.6797, Acc.sconce: 0.4902, Acc.vase: 0.5017, Acc.traffic light: 0.5196, Acc.tray: 0.2151, Acc.ashcan: 0.4185, Acc.fan: 0.6887, Acc.pier: 0.3596, Acc.crt screen: 0.2737, Acc.plate: 0.5766, Acc.monitor: 0.1907, Acc.bulletin board: 0.4553, Acc.shower: 0.0609, Acc.radiator: 0.5599, Acc.glass: 0.1213, Acc.clock: 0.3946, Acc.flag: 0.4489 +2024-03-06 08:21:50,132 - mmseg - INFO - Iter [96050/160000] lr: 1.376e-05, eta: 9:04:02, time: 2.423, data_time: 1.930, memory: 6292, decode.loss_ce: 0.1915, decode.acc_seg: 91.7153, aux.loss_ce: 0.1261, aux.acc_seg: 87.4338, loss: 0.3176 +2024-03-06 08:22:14,939 - mmseg - INFO - Iter [96100/160000] lr: 1.375e-05, eta: 9:03:36, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1872, decode.acc_seg: 92.0075, aux.loss_ce: 0.1258, aux.acc_seg: 87.7824, loss: 0.3130 +2024-03-06 08:22:39,864 - mmseg - INFO - Iter [96150/160000] lr: 1.374e-05, eta: 9:03:10, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2094, decode.acc_seg: 91.4327, aux.loss_ce: 0.1383, aux.acc_seg: 87.0800, loss: 0.3477 +2024-03-06 08:23:04,617 - mmseg - INFO - Iter [96200/160000] lr: 1.373e-05, eta: 9:02:44, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1943, decode.acc_seg: 91.8451, aux.loss_ce: 0.1331, aux.acc_seg: 87.4070, loss: 0.3275 +2024-03-06 08:23:29,764 - mmseg - INFO - Iter [96250/160000] lr: 1.372e-05, eta: 9:02:18, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2042, decode.acc_seg: 91.3631, aux.loss_ce: 0.1324, aux.acc_seg: 87.1168, loss: 0.3366 +2024-03-06 08:23:54,752 - mmseg - INFO - Iter [96300/160000] lr: 1.371e-05, eta: 9:01:52, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1941, decode.acc_seg: 91.7874, aux.loss_ce: 0.1283, aux.acc_seg: 87.3833, loss: 0.3224 +2024-03-06 08:24:19,667 - mmseg - INFO - Iter [96350/160000] lr: 1.370e-05, eta: 9:01:26, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1884, decode.acc_seg: 91.9134, aux.loss_ce: 0.1307, aux.acc_seg: 87.3119, loss: 0.3191 +2024-03-06 08:24:44,584 - mmseg - INFO - Iter [96400/160000] lr: 1.369e-05, eta: 9:01:00, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2062, decode.acc_seg: 91.3823, aux.loss_ce: 0.1330, aux.acc_seg: 87.1325, loss: 0.3392 +2024-03-06 08:25:09,406 - mmseg - INFO - Iter [96450/160000] lr: 1.368e-05, eta: 9:00:34, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1987, decode.acc_seg: 91.6176, aux.loss_ce: 0.1310, aux.acc_seg: 87.1865, loss: 0.3297 +2024-03-06 08:25:34,590 - mmseg - INFO - Iter [96500/160000] lr: 1.367e-05, eta: 9:00:09, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1965, decode.acc_seg: 91.6102, aux.loss_ce: 0.1278, aux.acc_seg: 87.1057, loss: 0.3243 +2024-03-06 08:25:59,416 - mmseg - INFO - Iter [96550/160000] lr: 1.366e-05, eta: 8:59:43, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1932, decode.acc_seg: 91.6323, aux.loss_ce: 0.1265, aux.acc_seg: 87.3653, loss: 0.3197 +2024-03-06 08:26:24,425 - mmseg - INFO - Iter [96600/160000] lr: 1.365e-05, eta: 8:59:17, time: 0.500, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1971, decode.acc_seg: 91.5855, aux.loss_ce: 0.1315, aux.acc_seg: 87.1415, loss: 0.3286 +2024-03-06 08:26:49,541 - mmseg - INFO - Iter [96650/160000] lr: 1.364e-05, eta: 8:58:51, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1938, decode.acc_seg: 91.8751, aux.loss_ce: 0.1322, aux.acc_seg: 87.1471, loss: 0.3261 +2024-03-06 08:27:14,580 - mmseg - INFO - Iter [96700/160000] lr: 1.362e-05, eta: 8:58:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1924, decode.acc_seg: 91.7968, aux.loss_ce: 0.1303, aux.acc_seg: 87.4091, loss: 0.3228 +2024-03-06 08:27:39,553 - mmseg - INFO - Iter [96750/160000] lr: 1.361e-05, eta: 8:57:59, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1853, decode.acc_seg: 92.1326, aux.loss_ce: 0.1213, aux.acc_seg: 88.1491, loss: 0.3067 +2024-03-06 08:28:04,713 - mmseg - INFO - Iter [96800/160000] lr: 1.360e-05, eta: 8:57:33, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1853, decode.acc_seg: 92.0816, aux.loss_ce: 0.1211, aux.acc_seg: 88.0423, loss: 0.3064 +2024-03-06 08:28:29,910 - mmseg - INFO - Iter [96850/160000] lr: 1.359e-05, eta: 8:57:08, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1954, decode.acc_seg: 91.7216, aux.loss_ce: 0.1312, aux.acc_seg: 87.0411, loss: 0.3266 +2024-03-06 08:28:55,013 - mmseg - INFO - Iter [96900/160000] lr: 1.358e-05, eta: 8:56:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2017, decode.acc_seg: 91.6220, aux.loss_ce: 0.1402, aux.acc_seg: 86.5468, loss: 0.3419 +2024-03-06 08:29:20,230 - mmseg - INFO - Iter [96950/160000] lr: 1.357e-05, eta: 8:56:16, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1976, decode.acc_seg: 91.6920, aux.loss_ce: 0.1330, aux.acc_seg: 87.0667, loss: 0.3306 +2024-03-06 08:29:45,325 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:29:45,326 - mmseg - INFO - Iter [97000/160000] lr: 1.356e-05, eta: 8:55:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2080, decode.acc_seg: 91.4537, aux.loss_ce: 0.1380, aux.acc_seg: 86.8402, loss: 0.3460 +2024-03-06 08:30:10,434 - mmseg - INFO - Iter [97050/160000] lr: 1.355e-05, eta: 8:55:25, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1929, decode.acc_seg: 91.9023, aux.loss_ce: 0.1272, aux.acc_seg: 87.8009, loss: 0.3202 +2024-03-06 08:30:35,484 - mmseg - INFO - Iter [97100/160000] lr: 1.354e-05, eta: 8:54:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2138, decode.acc_seg: 90.9925, aux.loss_ce: 0.1377, aux.acc_seg: 86.4948, loss: 0.3516 +2024-03-06 08:31:00,543 - mmseg - INFO - Iter [97150/160000] lr: 1.353e-05, eta: 8:54:33, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1936, decode.acc_seg: 91.8058, aux.loss_ce: 0.1296, aux.acc_seg: 87.1068, loss: 0.3232 +2024-03-06 08:31:25,430 - mmseg - INFO - Iter [97200/160000] lr: 1.352e-05, eta: 8:54:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1919, decode.acc_seg: 92.0938, aux.loss_ce: 0.1301, aux.acc_seg: 87.5176, loss: 0.3220 +2024-03-06 08:31:50,291 - mmseg - INFO - Iter [97250/160000] lr: 1.351e-05, eta: 8:53:41, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2119, decode.acc_seg: 91.4121, aux.loss_ce: 0.1369, aux.acc_seg: 87.2558, loss: 0.3488 +2024-03-06 08:32:18,414 - mmseg - INFO - Iter [97300/160000] lr: 1.350e-05, eta: 8:53:17, time: 0.562, data_time: 0.068, memory: 6292, decode.loss_ce: 0.1977, decode.acc_seg: 91.6869, aux.loss_ce: 0.1338, aux.acc_seg: 87.0239, loss: 0.3315 +2024-03-06 08:32:43,359 - mmseg - INFO - Iter [97350/160000] lr: 1.348e-05, eta: 8:52:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1874, decode.acc_seg: 91.9172, aux.loss_ce: 0.1253, aux.acc_seg: 87.7020, loss: 0.3127 +2024-03-06 08:33:08,357 - mmseg - INFO - Iter [97400/160000] lr: 1.347e-05, eta: 8:52:26, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1936, decode.acc_seg: 91.7634, aux.loss_ce: 0.1286, aux.acc_seg: 87.5119, loss: 0.3222 +2024-03-06 08:33:33,599 - mmseg - INFO - Iter [97450/160000] lr: 1.346e-05, eta: 8:52:00, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1782, decode.acc_seg: 92.3100, aux.loss_ce: 0.1231, aux.acc_seg: 87.7972, loss: 0.3013 +2024-03-06 08:33:58,728 - mmseg - INFO - Iter [97500/160000] lr: 1.345e-05, eta: 8:51:34, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1910, decode.acc_seg: 91.8549, aux.loss_ce: 0.1304, aux.acc_seg: 87.1745, loss: 0.3214 +2024-03-06 08:34:23,639 - mmseg - INFO - Iter [97550/160000] lr: 1.344e-05, eta: 8:51:08, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2028, decode.acc_seg: 91.3373, aux.loss_ce: 0.1359, aux.acc_seg: 86.9193, loss: 0.3387 +2024-03-06 08:34:48,597 - mmseg - INFO - Iter [97600/160000] lr: 1.343e-05, eta: 8:50:42, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1991, decode.acc_seg: 91.5572, aux.loss_ce: 0.1296, aux.acc_seg: 87.3168, loss: 0.3287 +2024-03-06 08:35:13,651 - mmseg - INFO - Iter [97650/160000] lr: 1.342e-05, eta: 8:50:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1943, decode.acc_seg: 91.7907, aux.loss_ce: 0.1339, aux.acc_seg: 86.9898, loss: 0.3281 +2024-03-06 08:35:38,853 - mmseg - INFO - Iter [97700/160000] lr: 1.341e-05, eta: 8:49:51, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1875, decode.acc_seg: 92.2230, aux.loss_ce: 0.1312, aux.acc_seg: 87.4526, loss: 0.3188 +2024-03-06 08:36:04,070 - mmseg - INFO - Iter [97750/160000] lr: 1.340e-05, eta: 8:49:25, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1916, decode.acc_seg: 92.1540, aux.loss_ce: 0.1336, aux.acc_seg: 87.5938, loss: 0.3252 +2024-03-06 08:36:29,131 - mmseg - INFO - Iter [97800/160000] lr: 1.339e-05, eta: 8:48:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1912, decode.acc_seg: 91.8788, aux.loss_ce: 0.1315, aux.acc_seg: 87.1459, loss: 0.3227 +2024-03-06 08:36:54,218 - mmseg - INFO - Iter [97850/160000] lr: 1.338e-05, eta: 8:48:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1957, decode.acc_seg: 91.8732, aux.loss_ce: 0.1330, aux.acc_seg: 87.2996, loss: 0.3286 +2024-03-06 08:37:19,125 - mmseg - INFO - Iter [97900/160000] lr: 1.337e-05, eta: 8:48:08, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2015, decode.acc_seg: 91.6206, aux.loss_ce: 0.1346, aux.acc_seg: 87.5144, loss: 0.3360 +2024-03-06 08:37:44,158 - mmseg - INFO - Iter [97950/160000] lr: 1.336e-05, eta: 8:47:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2028, decode.acc_seg: 91.4427, aux.loss_ce: 0.1304, aux.acc_seg: 87.1961, loss: 0.3332 +2024-03-06 08:38:09,186 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:38:09,186 - mmseg - INFO - Iter [98000/160000] lr: 1.334e-05, eta: 8:47:16, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1988, decode.acc_seg: 91.6857, aux.loss_ce: 0.1303, aux.acc_seg: 87.5756, loss: 0.3291 +2024-03-06 08:38:34,433 - mmseg - INFO - Iter [98050/160000] lr: 1.333e-05, eta: 8:46:50, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1926, decode.acc_seg: 91.7077, aux.loss_ce: 0.1282, aux.acc_seg: 87.4558, loss: 0.3209 +2024-03-06 08:38:59,315 - mmseg - INFO - Iter [98100/160000] lr: 1.332e-05, eta: 8:46:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1932, decode.acc_seg: 91.7405, aux.loss_ce: 0.1303, aux.acc_seg: 87.3825, loss: 0.3235 +2024-03-06 08:39:24,412 - mmseg - INFO - Iter [98150/160000] lr: 1.331e-05, eta: 8:45:59, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1838, decode.acc_seg: 91.9536, aux.loss_ce: 0.1220, aux.acc_seg: 87.5791, loss: 0.3059 +2024-03-06 08:39:49,708 - mmseg - INFO - Iter [98200/160000] lr: 1.330e-05, eta: 8:45:33, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1958, decode.acc_seg: 91.6607, aux.loss_ce: 0.1323, aux.acc_seg: 87.1171, loss: 0.3281 +2024-03-06 08:40:14,871 - mmseg - INFO - Iter [98250/160000] lr: 1.329e-05, eta: 8:45:07, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1976, decode.acc_seg: 91.4609, aux.loss_ce: 0.1320, aux.acc_seg: 87.0685, loss: 0.3296 +2024-03-06 08:40:40,126 - mmseg - INFO - Iter [98300/160000] lr: 1.328e-05, eta: 8:44:42, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1945, decode.acc_seg: 91.8511, aux.loss_ce: 0.1273, aux.acc_seg: 87.9185, loss: 0.3217 +2024-03-06 08:41:05,141 - mmseg - INFO - Iter [98350/160000] lr: 1.327e-05, eta: 8:44:16, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1968, decode.acc_seg: 91.9135, aux.loss_ce: 0.1301, aux.acc_seg: 87.6265, loss: 0.3268 +2024-03-06 08:41:30,367 - mmseg - INFO - Iter [98400/160000] lr: 1.326e-05, eta: 8:43:50, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1860, decode.acc_seg: 92.0653, aux.loss_ce: 0.1258, aux.acc_seg: 87.5094, loss: 0.3118 +2024-03-06 08:41:55,465 - mmseg - INFO - Iter [98450/160000] lr: 1.325e-05, eta: 8:43:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1932, decode.acc_seg: 91.8821, aux.loss_ce: 0.1299, aux.acc_seg: 87.6312, loss: 0.3231 +2024-03-06 08:42:20,478 - mmseg - INFO - Iter [98500/160000] lr: 1.324e-05, eta: 8:42:58, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1861, decode.acc_seg: 91.9262, aux.loss_ce: 0.1249, aux.acc_seg: 87.6423, loss: 0.3110 +2024-03-06 08:42:48,438 - mmseg - INFO - Iter [98550/160000] lr: 1.323e-05, eta: 8:42:34, time: 0.559, data_time: 0.067, memory: 6292, decode.loss_ce: 0.1859, decode.acc_seg: 92.0047, aux.loss_ce: 0.1279, aux.acc_seg: 87.3692, loss: 0.3138 +2024-03-06 08:43:13,485 - mmseg - INFO - Iter [98600/160000] lr: 1.322e-05, eta: 8:42:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1903, decode.acc_seg: 91.9755, aux.loss_ce: 0.1295, aux.acc_seg: 87.4722, loss: 0.3198 +2024-03-06 08:43:38,386 - mmseg - INFO - Iter [98650/160000] lr: 1.320e-05, eta: 8:41:43, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1865, decode.acc_seg: 92.1165, aux.loss_ce: 0.1217, aux.acc_seg: 88.0240, loss: 0.3082 +2024-03-06 08:44:03,364 - mmseg - INFO - Iter [98700/160000] lr: 1.319e-05, eta: 8:41:17, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1887, decode.acc_seg: 92.1027, aux.loss_ce: 0.1282, aux.acc_seg: 87.7499, loss: 0.3168 +2024-03-06 08:44:28,207 - mmseg - INFO - Iter [98750/160000] lr: 1.318e-05, eta: 8:40:51, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1955, decode.acc_seg: 91.8041, aux.loss_ce: 0.1292, aux.acc_seg: 87.5367, loss: 0.3247 +2024-03-06 08:44:53,073 - mmseg - INFO - Iter [98800/160000] lr: 1.317e-05, eta: 8:40:25, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1901, decode.acc_seg: 91.8117, aux.loss_ce: 0.1288, aux.acc_seg: 87.1325, loss: 0.3189 +2024-03-06 08:45:17,943 - mmseg - INFO - Iter [98850/160000] lr: 1.316e-05, eta: 8:39:59, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1950, decode.acc_seg: 91.6001, aux.loss_ce: 0.1301, aux.acc_seg: 87.4812, loss: 0.3251 +2024-03-06 08:45:43,019 - mmseg - INFO - Iter [98900/160000] lr: 1.315e-05, eta: 8:39:33, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1910, decode.acc_seg: 91.7379, aux.loss_ce: 0.1275, aux.acc_seg: 87.3877, loss: 0.3185 +2024-03-06 08:46:08,033 - mmseg - INFO - Iter [98950/160000] lr: 1.314e-05, eta: 8:39:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2049, decode.acc_seg: 91.4723, aux.loss_ce: 0.1347, aux.acc_seg: 86.9363, loss: 0.3396 +2024-03-06 08:46:32,871 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:46:32,871 - mmseg - INFO - Iter [99000/160000] lr: 1.313e-05, eta: 8:38:42, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1913, decode.acc_seg: 91.9914, aux.loss_ce: 0.1242, aux.acc_seg: 88.1052, loss: 0.3156 +2024-03-06 08:46:57,954 - mmseg - INFO - Iter [99050/160000] lr: 1.312e-05, eta: 8:38:16, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1882, decode.acc_seg: 92.0100, aux.loss_ce: 0.1300, aux.acc_seg: 87.4906, loss: 0.3182 +2024-03-06 08:47:23,032 - mmseg - INFO - Iter [99100/160000] lr: 1.311e-05, eta: 8:37:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1803, decode.acc_seg: 92.4021, aux.loss_ce: 0.1224, aux.acc_seg: 88.1888, loss: 0.3027 +2024-03-06 08:47:47,976 - mmseg - INFO - Iter [99150/160000] lr: 1.310e-05, eta: 8:37:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1973, decode.acc_seg: 91.6987, aux.loss_ce: 0.1289, aux.acc_seg: 87.4647, loss: 0.3262 +2024-03-06 08:48:13,134 - mmseg - INFO - Iter [99200/160000] lr: 1.309e-05, eta: 8:36:59, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1965, decode.acc_seg: 91.8039, aux.loss_ce: 0.1339, aux.acc_seg: 87.1835, loss: 0.3304 +2024-03-06 08:48:38,125 - mmseg - INFO - Iter [99250/160000] lr: 1.308e-05, eta: 8:36:33, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1988, decode.acc_seg: 91.5558, aux.loss_ce: 0.1328, aux.acc_seg: 87.0798, loss: 0.3316 +2024-03-06 08:49:03,005 - mmseg - INFO - Iter [99300/160000] lr: 1.306e-05, eta: 8:36:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1881, decode.acc_seg: 91.9663, aux.loss_ce: 0.1273, aux.acc_seg: 87.5693, loss: 0.3153 +2024-03-06 08:49:28,110 - mmseg - INFO - Iter [99350/160000] lr: 1.305e-05, eta: 8:35:41, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1875, decode.acc_seg: 92.0615, aux.loss_ce: 0.1248, aux.acc_seg: 87.8163, loss: 0.3123 +2024-03-06 08:49:53,055 - mmseg - INFO - Iter [99400/160000] lr: 1.304e-05, eta: 8:35:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2094, decode.acc_seg: 91.2147, aux.loss_ce: 0.1322, aux.acc_seg: 87.4236, loss: 0.3416 +2024-03-06 08:50:17,989 - mmseg - INFO - Iter [99450/160000] lr: 1.303e-05, eta: 8:34:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1811, decode.acc_seg: 92.4451, aux.loss_ce: 0.1217, aux.acc_seg: 88.1343, loss: 0.3028 +2024-03-06 08:50:42,900 - mmseg - INFO - Iter [99500/160000] lr: 1.302e-05, eta: 8:34:24, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1979, decode.acc_seg: 91.7478, aux.loss_ce: 0.1303, aux.acc_seg: 87.5611, loss: 0.3282 +2024-03-06 08:51:07,799 - mmseg - INFO - Iter [99550/160000] lr: 1.301e-05, eta: 8:33:58, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1970, decode.acc_seg: 91.6471, aux.loss_ce: 0.1276, aux.acc_seg: 87.5437, loss: 0.3246 +2024-03-06 08:51:32,829 - mmseg - INFO - Iter [99600/160000] lr: 1.300e-05, eta: 8:33:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2067, decode.acc_seg: 91.1833, aux.loss_ce: 0.1376, aux.acc_seg: 86.6020, loss: 0.3443 +2024-03-06 08:51:57,952 - mmseg - INFO - Iter [99650/160000] lr: 1.299e-05, eta: 8:33:06, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2010, decode.acc_seg: 91.5839, aux.loss_ce: 0.1313, aux.acc_seg: 87.3442, loss: 0.3323 +2024-03-06 08:52:22,997 - mmseg - INFO - Iter [99700/160000] lr: 1.298e-05, eta: 8:32:40, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1976, decode.acc_seg: 91.8179, aux.loss_ce: 0.1304, aux.acc_seg: 87.4566, loss: 0.3280 +2024-03-06 08:52:48,165 - mmseg - INFO - Iter [99750/160000] lr: 1.297e-05, eta: 8:32:15, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1924, decode.acc_seg: 91.8795, aux.loss_ce: 0.1334, aux.acc_seg: 87.1641, loss: 0.3258 +2024-03-06 08:53:16,237 - mmseg - INFO - Iter [99800/160000] lr: 1.296e-05, eta: 8:31:51, time: 0.561, data_time: 0.052, memory: 6292, decode.loss_ce: 0.1964, decode.acc_seg: 91.5772, aux.loss_ce: 0.1325, aux.acc_seg: 87.1283, loss: 0.3289 +2024-03-06 08:53:41,375 - mmseg - INFO - Iter [99850/160000] lr: 1.295e-05, eta: 8:31:25, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1795, decode.acc_seg: 92.4811, aux.loss_ce: 0.1235, aux.acc_seg: 88.0569, loss: 0.3030 +2024-03-06 08:54:06,260 - mmseg - INFO - Iter [99900/160000] lr: 1.294e-05, eta: 8:30:59, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1844, decode.acc_seg: 91.8982, aux.loss_ce: 0.1253, aux.acc_seg: 87.4584, loss: 0.3097 +2024-03-06 08:54:31,371 - mmseg - INFO - Iter [99950/160000] lr: 1.292e-05, eta: 8:30:33, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1833, decode.acc_seg: 92.2067, aux.loss_ce: 0.1186, aux.acc_seg: 88.3944, loss: 0.3019 +2024-03-06 08:54:56,446 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 08:54:56,447 - mmseg - INFO - Iter [100000/160000] lr: 1.291e-05, eta: 8:30:08, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1966, decode.acc_seg: 91.8252, aux.loss_ce: 0.1302, aux.acc_seg: 87.6952, loss: 0.3268 +2024-03-06 08:55:21,346 - mmseg - INFO - Iter [100050/160000] lr: 1.290e-05, eta: 8:29:42, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1850, decode.acc_seg: 92.1993, aux.loss_ce: 0.1257, aux.acc_seg: 87.8444, loss: 0.3107 +2024-03-06 08:55:46,245 - mmseg - INFO - Iter [100100/160000] lr: 1.289e-05, eta: 8:29:16, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1877, decode.acc_seg: 92.0544, aux.loss_ce: 0.1274, aux.acc_seg: 87.7439, loss: 0.3150 +2024-03-06 08:56:11,400 - mmseg - INFO - Iter [100150/160000] lr: 1.288e-05, eta: 8:28:50, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1920, decode.acc_seg: 91.9345, aux.loss_ce: 0.1301, aux.acc_seg: 87.4467, loss: 0.3222 +2024-03-06 08:56:36,455 - mmseg - INFO - Iter [100200/160000] lr: 1.287e-05, eta: 8:28:24, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1934, decode.acc_seg: 91.8999, aux.loss_ce: 0.1314, aux.acc_seg: 87.4212, loss: 0.3248 +2024-03-06 08:57:01,603 - mmseg - INFO - Iter [100250/160000] lr: 1.286e-05, eta: 8:27:59, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1933, decode.acc_seg: 91.7439, aux.loss_ce: 0.1318, aux.acc_seg: 87.1947, loss: 0.3251 +2024-03-06 08:57:26,462 - mmseg - INFO - Iter [100300/160000] lr: 1.285e-05, eta: 8:27:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1924, decode.acc_seg: 91.8889, aux.loss_ce: 0.1346, aux.acc_seg: 87.1028, loss: 0.3270 +2024-03-06 08:57:51,538 - mmseg - INFO - Iter [100350/160000] lr: 1.284e-05, eta: 8:27:07, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1862, decode.acc_seg: 92.2570, aux.loss_ce: 0.1243, aux.acc_seg: 88.0775, loss: 0.3105 +2024-03-06 08:58:16,537 - mmseg - INFO - Iter [100400/160000] lr: 1.283e-05, eta: 8:26:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1950, decode.acc_seg: 91.9309, aux.loss_ce: 0.1310, aux.acc_seg: 87.3751, loss: 0.3260 +2024-03-06 08:58:41,551 - mmseg - INFO - Iter [100450/160000] lr: 1.282e-05, eta: 8:26:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1946, decode.acc_seg: 91.7486, aux.loss_ce: 0.1367, aux.acc_seg: 86.6057, loss: 0.3313 +2024-03-06 08:59:06,494 - mmseg - INFO - Iter [100500/160000] lr: 1.281e-05, eta: 8:25:49, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.2010, decode.acc_seg: 91.4483, aux.loss_ce: 0.1355, aux.acc_seg: 86.7661, loss: 0.3365 +2024-03-06 08:59:31,327 - mmseg - INFO - Iter [100550/160000] lr: 1.280e-05, eta: 8:25:24, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1980, decode.acc_seg: 91.4930, aux.loss_ce: 0.1298, aux.acc_seg: 87.2051, loss: 0.3277 +2024-03-06 08:59:56,534 - mmseg - INFO - Iter [100600/160000] lr: 1.279e-05, eta: 8:24:58, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1979, decode.acc_seg: 91.7031, aux.loss_ce: 0.1325, aux.acc_seg: 87.1540, loss: 0.3305 +2024-03-06 09:00:21,517 - mmseg - INFO - Iter [100650/160000] lr: 1.277e-05, eta: 8:24:32, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.1280, aux.loss_ce: 0.1198, aux.acc_seg: 88.2826, loss: 0.3035 +2024-03-06 09:00:46,681 - mmseg - INFO - Iter [100700/160000] lr: 1.276e-05, eta: 8:24:06, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1823, decode.acc_seg: 92.0491, aux.loss_ce: 0.1262, aux.acc_seg: 87.4181, loss: 0.3084 +2024-03-06 09:01:11,804 - mmseg - INFO - Iter [100750/160000] lr: 1.275e-05, eta: 8:23:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1992, decode.acc_seg: 91.6822, aux.loss_ce: 0.1326, aux.acc_seg: 87.4587, loss: 0.3318 +2024-03-06 09:01:36,824 - mmseg - INFO - Iter [100800/160000] lr: 1.274e-05, eta: 8:23:15, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1970, decode.acc_seg: 91.7062, aux.loss_ce: 0.1294, aux.acc_seg: 87.3936, loss: 0.3265 +2024-03-06 09:02:01,822 - mmseg - INFO - Iter [100850/160000] lr: 1.273e-05, eta: 8:22:49, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1935, decode.acc_seg: 91.9392, aux.loss_ce: 0.1288, aux.acc_seg: 87.6860, loss: 0.3224 +2024-03-06 09:02:26,954 - mmseg - INFO - Iter [100900/160000] lr: 1.272e-05, eta: 8:22:23, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1957, decode.acc_seg: 91.9428, aux.loss_ce: 0.1325, aux.acc_seg: 87.4832, loss: 0.3282 +2024-03-06 09:02:52,111 - mmseg - INFO - Iter [100950/160000] lr: 1.271e-05, eta: 8:21:58, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1832, decode.acc_seg: 92.2001, aux.loss_ce: 0.1234, aux.acc_seg: 88.0432, loss: 0.3066 +2024-03-06 09:03:17,273 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:03:17,273 - mmseg - INFO - Iter [101000/160000] lr: 1.270e-05, eta: 8:21:32, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1858, decode.acc_seg: 92.1110, aux.loss_ce: 0.1221, aux.acc_seg: 87.9851, loss: 0.3078 +2024-03-06 09:03:45,070 - mmseg - INFO - Iter [101050/160000] lr: 1.269e-05, eta: 8:21:08, time: 0.556, data_time: 0.062, memory: 6292, decode.loss_ce: 0.2023, decode.acc_seg: 91.3052, aux.loss_ce: 0.1300, aux.acc_seg: 87.1294, loss: 0.3323 +2024-03-06 09:04:10,161 - mmseg - INFO - Iter [101100/160000] lr: 1.268e-05, eta: 8:20:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1943, decode.acc_seg: 91.6242, aux.loss_ce: 0.1321, aux.acc_seg: 87.1584, loss: 0.3264 +2024-03-06 09:04:35,309 - mmseg - INFO - Iter [101150/160000] lr: 1.267e-05, eta: 8:20:16, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1847, decode.acc_seg: 92.0789, aux.loss_ce: 0.1245, aux.acc_seg: 87.9033, loss: 0.3092 +2024-03-06 09:05:00,270 - mmseg - INFO - Iter [101200/160000] lr: 1.266e-05, eta: 8:19:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1863, decode.acc_seg: 91.8492, aux.loss_ce: 0.1227, aux.acc_seg: 87.6667, loss: 0.3090 +2024-03-06 09:05:25,235 - mmseg - INFO - Iter [101250/160000] lr: 1.265e-05, eta: 8:19:25, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1835, decode.acc_seg: 92.1676, aux.loss_ce: 0.1214, aux.acc_seg: 88.2706, loss: 0.3049 +2024-03-06 09:05:50,224 - mmseg - INFO - Iter [101300/160000] lr: 1.263e-05, eta: 8:18:59, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1832, decode.acc_seg: 92.1725, aux.loss_ce: 0.1247, aux.acc_seg: 87.6365, loss: 0.3078 +2024-03-06 09:06:15,084 - mmseg - INFO - Iter [101350/160000] lr: 1.262e-05, eta: 8:18:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1913, decode.acc_seg: 91.7494, aux.loss_ce: 0.1279, aux.acc_seg: 87.4251, loss: 0.3192 +2024-03-06 09:06:39,977 - mmseg - INFO - Iter [101400/160000] lr: 1.261e-05, eta: 8:18:07, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1771, decode.acc_seg: 92.4475, aux.loss_ce: 0.1175, aux.acc_seg: 88.4324, loss: 0.2946 +2024-03-06 09:07:05,070 - mmseg - INFO - Iter [101450/160000] lr: 1.260e-05, eta: 8:17:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1908, decode.acc_seg: 91.9732, aux.loss_ce: 0.1305, aux.acc_seg: 87.5068, loss: 0.3213 +2024-03-06 09:07:30,027 - mmseg - INFO - Iter [101500/160000] lr: 1.259e-05, eta: 8:17:16, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1903, decode.acc_seg: 91.9095, aux.loss_ce: 0.1310, aux.acc_seg: 87.3068, loss: 0.3213 +2024-03-06 09:07:54,966 - mmseg - INFO - Iter [101550/160000] lr: 1.258e-05, eta: 8:16:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1949, decode.acc_seg: 91.7029, aux.loss_ce: 0.1309, aux.acc_seg: 87.1780, loss: 0.3258 +2024-03-06 09:08:19,927 - mmseg - INFO - Iter [101600/160000] lr: 1.257e-05, eta: 8:16:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1815, decode.acc_seg: 92.3724, aux.loss_ce: 0.1242, aux.acc_seg: 87.9239, loss: 0.3057 +2024-03-06 09:08:44,960 - mmseg - INFO - Iter [101650/160000] lr: 1.256e-05, eta: 8:15:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1888, decode.acc_seg: 92.0640, aux.loss_ce: 0.1242, aux.acc_seg: 88.1696, loss: 0.3131 +2024-03-06 09:09:10,107 - mmseg - INFO - Iter [101700/160000] lr: 1.255e-05, eta: 8:15:32, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1797, decode.acc_seg: 92.3743, aux.loss_ce: 0.1247, aux.acc_seg: 87.8687, loss: 0.3045 +2024-03-06 09:09:34,869 - mmseg - INFO - Iter [101750/160000] lr: 1.254e-05, eta: 8:15:07, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.2003, decode.acc_seg: 91.6675, aux.loss_ce: 0.1318, aux.acc_seg: 87.1614, loss: 0.3321 +2024-03-06 09:09:59,892 - mmseg - INFO - Iter [101800/160000] lr: 1.253e-05, eta: 8:14:41, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1997, decode.acc_seg: 91.7155, aux.loss_ce: 0.1362, aux.acc_seg: 87.0055, loss: 0.3359 +2024-03-06 09:10:24,932 - mmseg - INFO - Iter [101850/160000] lr: 1.252e-05, eta: 8:14:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1939, decode.acc_seg: 91.6114, aux.loss_ce: 0.1296, aux.acc_seg: 87.3299, loss: 0.3235 +2024-03-06 09:10:49,857 - mmseg - INFO - Iter [101900/160000] lr: 1.251e-05, eta: 8:13:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1858, decode.acc_seg: 92.3501, aux.loss_ce: 0.1219, aux.acc_seg: 88.2401, loss: 0.3077 +2024-03-06 09:11:14,684 - mmseg - INFO - Iter [101950/160000] lr: 1.249e-05, eta: 8:13:23, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1801, decode.acc_seg: 92.2948, aux.loss_ce: 0.1203, aux.acc_seg: 88.3294, loss: 0.3004 +2024-03-06 09:11:39,812 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:11:39,813 - mmseg - INFO - Iter [102000/160000] lr: 1.248e-05, eta: 8:12:58, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1784, decode.acc_seg: 92.2852, aux.loss_ce: 0.1198, aux.acc_seg: 88.1066, loss: 0.2982 +2024-03-06 09:12:04,891 - mmseg - INFO - Iter [102050/160000] lr: 1.247e-05, eta: 8:12:32, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1893, decode.acc_seg: 92.1065, aux.loss_ce: 0.1293, aux.acc_seg: 87.5646, loss: 0.3186 +2024-03-06 09:12:29,804 - mmseg - INFO - Iter [102100/160000] lr: 1.246e-05, eta: 8:12:06, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.1740, aux.loss_ce: 0.1267, aux.acc_seg: 87.5221, loss: 0.3103 +2024-03-06 09:12:54,892 - mmseg - INFO - Iter [102150/160000] lr: 1.245e-05, eta: 8:11:40, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1835, decode.acc_seg: 92.0593, aux.loss_ce: 0.1222, aux.acc_seg: 87.6979, loss: 0.3057 +2024-03-06 09:13:20,169 - mmseg - INFO - Iter [102200/160000] lr: 1.244e-05, eta: 8:11:15, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1817, decode.acc_seg: 92.3270, aux.loss_ce: 0.1226, aux.acc_seg: 88.3924, loss: 0.3042 +2024-03-06 09:13:45,025 - mmseg - INFO - Iter [102250/160000] lr: 1.243e-05, eta: 8:10:49, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1871, decode.acc_seg: 91.9380, aux.loss_ce: 0.1268, aux.acc_seg: 87.6028, loss: 0.3139 +2024-03-06 09:14:09,997 - mmseg - INFO - Iter [102300/160000] lr: 1.242e-05, eta: 8:10:23, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1907, decode.acc_seg: 91.9444, aux.loss_ce: 0.1282, aux.acc_seg: 87.6252, loss: 0.3188 +2024-03-06 09:14:38,166 - mmseg - INFO - Iter [102350/160000] lr: 1.241e-05, eta: 8:09:59, time: 0.563, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1839, decode.acc_seg: 92.1561, aux.loss_ce: 0.1187, aux.acc_seg: 88.4523, loss: 0.3026 +2024-03-06 09:15:03,299 - mmseg - INFO - Iter [102400/160000] lr: 1.240e-05, eta: 8:09:33, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1856, decode.acc_seg: 92.0215, aux.loss_ce: 0.1250, aux.acc_seg: 87.4672, loss: 0.3106 +2024-03-06 09:15:28,158 - mmseg - INFO - Iter [102450/160000] lr: 1.239e-05, eta: 8:09:07, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.0904, aux.loss_ce: 0.1275, aux.acc_seg: 87.3376, loss: 0.3111 +2024-03-06 09:15:53,077 - mmseg - INFO - Iter [102500/160000] lr: 1.238e-05, eta: 8:08:42, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1903, decode.acc_seg: 92.0747, aux.loss_ce: 0.1312, aux.acc_seg: 87.3728, loss: 0.3215 +2024-03-06 09:16:18,088 - mmseg - INFO - Iter [102550/160000] lr: 1.237e-05, eta: 8:08:16, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1755, decode.acc_seg: 92.5129, aux.loss_ce: 0.1219, aux.acc_seg: 88.1271, loss: 0.2974 +2024-03-06 09:16:43,028 - mmseg - INFO - Iter [102600/160000] lr: 1.235e-05, eta: 8:07:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1776, decode.acc_seg: 92.3445, aux.loss_ce: 0.1197, aux.acc_seg: 88.1022, loss: 0.2973 +2024-03-06 09:17:08,308 - mmseg - INFO - Iter [102650/160000] lr: 1.234e-05, eta: 8:07:24, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1808, decode.acc_seg: 92.1693, aux.loss_ce: 0.1249, aux.acc_seg: 87.5818, loss: 0.3056 +2024-03-06 09:17:33,365 - mmseg - INFO - Iter [102700/160000] lr: 1.233e-05, eta: 8:06:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1913, decode.acc_seg: 91.9156, aux.loss_ce: 0.1310, aux.acc_seg: 87.3555, loss: 0.3223 +2024-03-06 09:17:58,328 - mmseg - INFO - Iter [102750/160000] lr: 1.232e-05, eta: 8:06:33, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1992, decode.acc_seg: 91.6907, aux.loss_ce: 0.1347, aux.acc_seg: 86.9384, loss: 0.3339 +2024-03-06 09:18:23,315 - mmseg - INFO - Iter [102800/160000] lr: 1.231e-05, eta: 8:06:07, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1901, decode.acc_seg: 91.8016, aux.loss_ce: 0.1265, aux.acc_seg: 87.7226, loss: 0.3166 +2024-03-06 09:18:48,371 - mmseg - INFO - Iter [102850/160000] lr: 1.230e-05, eta: 8:05:41, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1830, decode.acc_seg: 92.1469, aux.loss_ce: 0.1220, aux.acc_seg: 87.9064, loss: 0.3049 +2024-03-06 09:19:13,620 - mmseg - INFO - Iter [102900/160000] lr: 1.229e-05, eta: 8:05:16, time: 0.505, data_time: 0.007, memory: 6292, decode.loss_ce: 0.2005, decode.acc_seg: 91.3660, aux.loss_ce: 0.1322, aux.acc_seg: 87.1924, loss: 0.3328 +2024-03-06 09:19:38,789 - mmseg - INFO - Iter [102950/160000] lr: 1.228e-05, eta: 8:04:50, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1938, decode.acc_seg: 91.7853, aux.loss_ce: 0.1290, aux.acc_seg: 87.5736, loss: 0.3229 +2024-03-06 09:20:03,902 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:20:03,902 - mmseg - INFO - Iter [103000/160000] lr: 1.227e-05, eta: 8:04:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1897, decode.acc_seg: 91.9330, aux.loss_ce: 0.1323, aux.acc_seg: 87.4096, loss: 0.3220 +2024-03-06 09:20:28,905 - mmseg - INFO - Iter [103050/160000] lr: 1.226e-05, eta: 8:03:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1901, decode.acc_seg: 91.9815, aux.loss_ce: 0.1304, aux.acc_seg: 87.5602, loss: 0.3205 +2024-03-06 09:20:54,018 - mmseg - INFO - Iter [103100/160000] lr: 1.225e-05, eta: 8:03:33, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1868, decode.acc_seg: 91.9859, aux.loss_ce: 0.1307, aux.acc_seg: 87.3528, loss: 0.3175 +2024-03-06 09:21:18,841 - mmseg - INFO - Iter [103150/160000] lr: 1.224e-05, eta: 8:03:07, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1921, decode.acc_seg: 91.8987, aux.loss_ce: 0.1306, aux.acc_seg: 87.4860, loss: 0.3227 +2024-03-06 09:21:43,607 - mmseg - INFO - Iter [103200/160000] lr: 1.223e-05, eta: 8:02:41, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1832, decode.acc_seg: 92.1047, aux.loss_ce: 0.1264, aux.acc_seg: 87.5567, loss: 0.3097 +2024-03-06 09:22:08,660 - mmseg - INFO - Iter [103250/160000] lr: 1.221e-05, eta: 8:02:15, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1780, decode.acc_seg: 92.4408, aux.loss_ce: 0.1210, aux.acc_seg: 88.4332, loss: 0.2990 +2024-03-06 09:22:33,753 - mmseg - INFO - Iter [103300/160000] lr: 1.220e-05, eta: 8:01:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1947, decode.acc_seg: 91.7330, aux.loss_ce: 0.1308, aux.acc_seg: 87.4897, loss: 0.3255 +2024-03-06 09:22:58,818 - mmseg - INFO - Iter [103350/160000] lr: 1.219e-05, eta: 8:01:24, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1970, decode.acc_seg: 91.6617, aux.loss_ce: 0.1372, aux.acc_seg: 86.6847, loss: 0.3342 +2024-03-06 09:23:23,724 - mmseg - INFO - Iter [103400/160000] lr: 1.218e-05, eta: 8:00:58, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1914, decode.acc_seg: 91.9095, aux.loss_ce: 0.1291, aux.acc_seg: 87.5049, loss: 0.3205 +2024-03-06 09:23:48,898 - mmseg - INFO - Iter [103450/160000] lr: 1.217e-05, eta: 8:00:32, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1880, decode.acc_seg: 91.9959, aux.loss_ce: 0.1264, aux.acc_seg: 87.7516, loss: 0.3144 +2024-03-06 09:24:13,948 - mmseg - INFO - Iter [103500/160000] lr: 1.216e-05, eta: 8:00:07, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1906, decode.acc_seg: 91.9328, aux.loss_ce: 0.1268, aux.acc_seg: 87.8452, loss: 0.3175 +2024-03-06 09:24:38,945 - mmseg - INFO - Iter [103550/160000] lr: 1.215e-05, eta: 7:59:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1880, decode.acc_seg: 91.9555, aux.loss_ce: 0.1259, aux.acc_seg: 87.5235, loss: 0.3139 +2024-03-06 09:25:06,946 - mmseg - INFO - Iter [103600/160000] lr: 1.214e-05, eta: 7:59:17, time: 0.560, data_time: 0.055, memory: 6292, decode.loss_ce: 0.1776, decode.acc_seg: 92.3848, aux.loss_ce: 0.1230, aux.acc_seg: 87.9937, loss: 0.3006 +2024-03-06 09:25:31,981 - mmseg - INFO - Iter [103650/160000] lr: 1.213e-05, eta: 7:58:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1799, decode.acc_seg: 92.2831, aux.loss_ce: 0.1216, aux.acc_seg: 88.0509, loss: 0.3015 +2024-03-06 09:25:56,809 - mmseg - INFO - Iter [103700/160000] lr: 1.212e-05, eta: 7:58:25, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1932, decode.acc_seg: 91.7683, aux.loss_ce: 0.1295, aux.acc_seg: 87.4673, loss: 0.3228 +2024-03-06 09:26:21,894 - mmseg - INFO - Iter [103750/160000] lr: 1.211e-05, eta: 7:58:00, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1929, decode.acc_seg: 91.8658, aux.loss_ce: 0.1259, aux.acc_seg: 87.7908, loss: 0.3187 +2024-03-06 09:26:46,823 - mmseg - INFO - Iter [103800/160000] lr: 1.210e-05, eta: 7:57:34, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1965, decode.acc_seg: 91.6399, aux.loss_ce: 0.1223, aux.acc_seg: 87.8690, loss: 0.3188 +2024-03-06 09:27:11,648 - mmseg - INFO - Iter [103850/160000] lr: 1.209e-05, eta: 7:57:08, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1849, decode.acc_seg: 92.0678, aux.loss_ce: 0.1267, aux.acc_seg: 87.5587, loss: 0.3116 +2024-03-06 09:27:36,687 - mmseg - INFO - Iter [103900/160000] lr: 1.207e-05, eta: 7:56:42, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1960, decode.acc_seg: 91.7360, aux.loss_ce: 0.1286, aux.acc_seg: 87.6301, loss: 0.3245 +2024-03-06 09:28:01,881 - mmseg - INFO - Iter [103950/160000] lr: 1.206e-05, eta: 7:56:17, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1939, decode.acc_seg: 91.8209, aux.loss_ce: 0.1302, aux.acc_seg: 87.4745, loss: 0.3242 +2024-03-06 09:28:26,944 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:28:26,944 - mmseg - INFO - Iter [104000/160000] lr: 1.205e-05, eta: 7:55:51, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1864, decode.acc_seg: 92.2417, aux.loss_ce: 0.1218, aux.acc_seg: 88.2706, loss: 0.3081 +2024-03-06 09:28:51,830 - mmseg - INFO - Iter [104050/160000] lr: 1.204e-05, eta: 7:55:25, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1938, decode.acc_seg: 91.9635, aux.loss_ce: 0.1296, aux.acc_seg: 87.4897, loss: 0.3234 +2024-03-06 09:29:16,979 - mmseg - INFO - Iter [104100/160000] lr: 1.203e-05, eta: 7:54:59, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1964, decode.acc_seg: 91.8179, aux.loss_ce: 0.1367, aux.acc_seg: 87.0113, loss: 0.3331 +2024-03-06 09:29:41,948 - mmseg - INFO - Iter [104150/160000] lr: 1.202e-05, eta: 7:54:34, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1812, decode.acc_seg: 92.2395, aux.loss_ce: 0.1221, aux.acc_seg: 88.2250, loss: 0.3033 +2024-03-06 09:30:06,980 - mmseg - INFO - Iter [104200/160000] lr: 1.201e-05, eta: 7:54:08, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1750, decode.acc_seg: 92.4773, aux.loss_ce: 0.1182, aux.acc_seg: 88.3989, loss: 0.2932 +2024-03-06 09:30:32,111 - mmseg - INFO - Iter [104250/160000] lr: 1.200e-05, eta: 7:53:42, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1849, decode.acc_seg: 92.0651, aux.loss_ce: 0.1205, aux.acc_seg: 88.0896, loss: 0.3053 +2024-03-06 09:30:57,022 - mmseg - INFO - Iter [104300/160000] lr: 1.199e-05, eta: 7:53:16, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1868, decode.acc_seg: 91.9909, aux.loss_ce: 0.1272, aux.acc_seg: 87.4778, loss: 0.3140 +2024-03-06 09:31:22,049 - mmseg - INFO - Iter [104350/160000] lr: 1.198e-05, eta: 7:52:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1951, decode.acc_seg: 91.7842, aux.loss_ce: 0.1335, aux.acc_seg: 87.2460, loss: 0.3286 +2024-03-06 09:31:47,239 - mmseg - INFO - Iter [104400/160000] lr: 1.197e-05, eta: 7:52:25, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1834, decode.acc_seg: 92.0950, aux.loss_ce: 0.1257, aux.acc_seg: 87.6491, loss: 0.3091 +2024-03-06 09:32:12,469 - mmseg - INFO - Iter [104450/160000] lr: 1.196e-05, eta: 7:51:59, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1851, decode.acc_seg: 92.0866, aux.loss_ce: 0.1240, aux.acc_seg: 87.9357, loss: 0.3092 +2024-03-06 09:32:37,492 - mmseg - INFO - Iter [104500/160000] lr: 1.195e-05, eta: 7:51:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1806, decode.acc_seg: 92.3640, aux.loss_ce: 0.1217, aux.acc_seg: 88.1477, loss: 0.3023 +2024-03-06 09:33:02,634 - mmseg - INFO - Iter [104550/160000] lr: 1.193e-05, eta: 7:51:08, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1844, decode.acc_seg: 92.2081, aux.loss_ce: 0.1253, aux.acc_seg: 87.8783, loss: 0.3097 +2024-03-06 09:33:27,687 - mmseg - INFO - Iter [104600/160000] lr: 1.192e-05, eta: 7:50:42, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1883, decode.acc_seg: 92.0052, aux.loss_ce: 0.1285, aux.acc_seg: 87.5651, loss: 0.3168 +2024-03-06 09:33:52,738 - mmseg - INFO - Iter [104650/160000] lr: 1.191e-05, eta: 7:50:16, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1805, decode.acc_seg: 92.4177, aux.loss_ce: 0.1183, aux.acc_seg: 88.3512, loss: 0.2988 +2024-03-06 09:34:17,815 - mmseg - INFO - Iter [104700/160000] lr: 1.190e-05, eta: 7:49:51, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1873, decode.acc_seg: 91.9446, aux.loss_ce: 0.1271, aux.acc_seg: 87.3906, loss: 0.3144 +2024-03-06 09:34:42,887 - mmseg - INFO - Iter [104750/160000] lr: 1.189e-05, eta: 7:49:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1822, decode.acc_seg: 92.1091, aux.loss_ce: 0.1198, aux.acc_seg: 88.1884, loss: 0.3020 +2024-03-06 09:35:07,756 - mmseg - INFO - Iter [104800/160000] lr: 1.188e-05, eta: 7:48:59, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1996, decode.acc_seg: 91.4964, aux.loss_ce: 0.1353, aux.acc_seg: 86.8787, loss: 0.3349 +2024-03-06 09:35:35,894 - mmseg - INFO - Iter [104850/160000] lr: 1.187e-05, eta: 7:48:35, time: 0.563, data_time: 0.070, memory: 6292, decode.loss_ce: 0.1954, decode.acc_seg: 91.8400, aux.loss_ce: 0.1303, aux.acc_seg: 87.4327, loss: 0.3257 +2024-03-06 09:36:00,831 - mmseg - INFO - Iter [104900/160000] lr: 1.186e-05, eta: 7:48:09, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1749, decode.acc_seg: 92.5686, aux.loss_ce: 0.1171, aux.acc_seg: 88.5210, loss: 0.2920 +2024-03-06 09:36:25,926 - mmseg - INFO - Iter [104950/160000] lr: 1.185e-05, eta: 7:47:44, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1786, decode.acc_seg: 92.5486, aux.loss_ce: 0.1187, aux.acc_seg: 88.5093, loss: 0.2973 +2024-03-06 09:36:50,963 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:36:50,963 - mmseg - INFO - Iter [105000/160000] lr: 1.184e-05, eta: 7:47:18, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1913, decode.acc_seg: 91.6868, aux.loss_ce: 0.1279, aux.acc_seg: 87.3537, loss: 0.3192 +2024-03-06 09:37:16,066 - mmseg - INFO - Iter [105050/160000] lr: 1.183e-05, eta: 7:46:52, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1832, decode.acc_seg: 92.2123, aux.loss_ce: 0.1244, aux.acc_seg: 87.8827, loss: 0.3076 +2024-03-06 09:37:41,122 - mmseg - INFO - Iter [105100/160000] lr: 1.182e-05, eta: 7:46:26, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1806, decode.acc_seg: 92.1187, aux.loss_ce: 0.1218, aux.acc_seg: 87.8058, loss: 0.3024 +2024-03-06 09:38:06,242 - mmseg - INFO - Iter [105150/160000] lr: 1.181e-05, eta: 7:46:01, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1820, decode.acc_seg: 92.1140, aux.loss_ce: 0.1237, aux.acc_seg: 87.7053, loss: 0.3057 +2024-03-06 09:38:31,424 - mmseg - INFO - Iter [105200/160000] lr: 1.180e-05, eta: 7:45:35, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1902, decode.acc_seg: 91.9137, aux.loss_ce: 0.1263, aux.acc_seg: 87.6466, loss: 0.3165 +2024-03-06 09:38:56,723 - mmseg - INFO - Iter [105250/160000] lr: 1.178e-05, eta: 7:45:10, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1783, decode.acc_seg: 92.4382, aux.loss_ce: 0.1260, aux.acc_seg: 87.7767, loss: 0.3043 +2024-03-06 09:39:21,717 - mmseg - INFO - Iter [105300/160000] lr: 1.177e-05, eta: 7:44:44, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1901, decode.acc_seg: 91.9173, aux.loss_ce: 0.1312, aux.acc_seg: 87.0849, loss: 0.3213 +2024-03-06 09:39:46,590 - mmseg - INFO - Iter [105350/160000] lr: 1.176e-05, eta: 7:44:18, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1928, decode.acc_seg: 91.7649, aux.loss_ce: 0.1301, aux.acc_seg: 87.3800, loss: 0.3228 +2024-03-06 09:40:11,758 - mmseg - INFO - Iter [105400/160000] lr: 1.175e-05, eta: 7:43:52, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1848, decode.acc_seg: 92.1113, aux.loss_ce: 0.1260, aux.acc_seg: 87.7341, loss: 0.3108 +2024-03-06 09:40:36,814 - mmseg - INFO - Iter [105450/160000] lr: 1.174e-05, eta: 7:43:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1951, decode.acc_seg: 91.8293, aux.loss_ce: 0.1256, aux.acc_seg: 87.8695, loss: 0.3207 +2024-03-06 09:41:01,855 - mmseg - INFO - Iter [105500/160000] lr: 1.173e-05, eta: 7:43:01, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1822, decode.acc_seg: 92.2450, aux.loss_ce: 0.1261, aux.acc_seg: 87.8633, loss: 0.3083 +2024-03-06 09:41:27,116 - mmseg - INFO - Iter [105550/160000] lr: 1.172e-05, eta: 7:42:35, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1731, decode.acc_seg: 92.5841, aux.loss_ce: 0.1204, aux.acc_seg: 88.0515, loss: 0.2935 +2024-03-06 09:41:52,371 - mmseg - INFO - Iter [105600/160000] lr: 1.171e-05, eta: 7:42:10, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1736, decode.acc_seg: 92.4981, aux.loss_ce: 0.1229, aux.acc_seg: 87.7429, loss: 0.2965 +2024-03-06 09:42:17,598 - mmseg - INFO - Iter [105650/160000] lr: 1.170e-05, eta: 7:41:44, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1862, decode.acc_seg: 92.0898, aux.loss_ce: 0.1213, aux.acc_seg: 88.2310, loss: 0.3075 +2024-03-06 09:42:42,785 - mmseg - INFO - Iter [105700/160000] lr: 1.169e-05, eta: 7:41:18, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1837, decode.acc_seg: 92.1651, aux.loss_ce: 0.1225, aux.acc_seg: 88.1205, loss: 0.3062 +2024-03-06 09:43:07,930 - mmseg - INFO - Iter [105750/160000] lr: 1.168e-05, eta: 7:40:53, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1882, decode.acc_seg: 92.0473, aux.loss_ce: 0.1287, aux.acc_seg: 87.5992, loss: 0.3169 +2024-03-06 09:43:32,998 - mmseg - INFO - Iter [105800/160000] lr: 1.167e-05, eta: 7:40:27, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1781, decode.acc_seg: 92.1701, aux.loss_ce: 0.1215, aux.acc_seg: 87.7550, loss: 0.2996 +2024-03-06 09:43:57,926 - mmseg - INFO - Iter [105850/160000] lr: 1.166e-05, eta: 7:40:01, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.1628, aux.loss_ce: 0.1249, aux.acc_seg: 87.8806, loss: 0.3085 +2024-03-06 09:44:22,999 - mmseg - INFO - Iter [105900/160000] lr: 1.164e-05, eta: 7:39:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1843, decode.acc_seg: 92.0651, aux.loss_ce: 0.1237, aux.acc_seg: 87.8029, loss: 0.3080 +2024-03-06 09:44:48,104 - mmseg - INFO - Iter [105950/160000] lr: 1.163e-05, eta: 7:39:10, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1892, decode.acc_seg: 92.1981, aux.loss_ce: 0.1244, aux.acc_seg: 88.0939, loss: 0.3136 +2024-03-06 09:45:13,116 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:45:13,116 - mmseg - INFO - Iter [106000/160000] lr: 1.162e-05, eta: 7:38:44, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1861, decode.acc_seg: 92.2108, aux.loss_ce: 0.1318, aux.acc_seg: 87.4429, loss: 0.3179 +2024-03-06 09:45:38,186 - mmseg - INFO - Iter [106050/160000] lr: 1.161e-05, eta: 7:38:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1861, decode.acc_seg: 91.9516, aux.loss_ce: 0.1285, aux.acc_seg: 87.6535, loss: 0.3146 +2024-03-06 09:46:06,152 - mmseg - INFO - Iter [106100/160000] lr: 1.160e-05, eta: 7:37:54, time: 0.559, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1938, decode.acc_seg: 91.9596, aux.loss_ce: 0.1310, aux.acc_seg: 87.1900, loss: 0.3249 +2024-03-06 09:46:31,311 - mmseg - INFO - Iter [106150/160000] lr: 1.159e-05, eta: 7:37:29, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1867, decode.acc_seg: 92.0507, aux.loss_ce: 0.1304, aux.acc_seg: 87.3638, loss: 0.3171 +2024-03-06 09:46:56,413 - mmseg - INFO - Iter [106200/160000] lr: 1.158e-05, eta: 7:37:03, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1800, decode.acc_seg: 92.2908, aux.loss_ce: 0.1212, aux.acc_seg: 88.0626, loss: 0.3011 +2024-03-06 09:47:21,439 - mmseg - INFO - Iter [106250/160000] lr: 1.157e-05, eta: 7:36:37, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1885, decode.acc_seg: 92.0452, aux.loss_ce: 0.1278, aux.acc_seg: 87.5931, loss: 0.3163 +2024-03-06 09:47:46,499 - mmseg - INFO - Iter [106300/160000] lr: 1.156e-05, eta: 7:36:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1900, decode.acc_seg: 92.1384, aux.loss_ce: 0.1285, aux.acc_seg: 87.9329, loss: 0.3185 +2024-03-06 09:48:11,758 - mmseg - INFO - Iter [106350/160000] lr: 1.155e-05, eta: 7:35:46, time: 0.505, data_time: 0.013, memory: 6292, decode.loss_ce: 0.1914, decode.acc_seg: 91.6956, aux.loss_ce: 0.1265, aux.acc_seg: 87.5932, loss: 0.3179 +2024-03-06 09:48:36,848 - mmseg - INFO - Iter [106400/160000] lr: 1.154e-05, eta: 7:35:20, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1921, decode.acc_seg: 91.7979, aux.loss_ce: 0.1292, aux.acc_seg: 87.3551, loss: 0.3213 +2024-03-06 09:49:02,010 - mmseg - INFO - Iter [106450/160000] lr: 1.153e-05, eta: 7:34:55, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.3540, aux.loss_ce: 0.1183, aux.acc_seg: 88.1657, loss: 0.2927 +2024-03-06 09:49:26,882 - mmseg - INFO - Iter [106500/160000] lr: 1.152e-05, eta: 7:34:29, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1885, decode.acc_seg: 91.9343, aux.loss_ce: 0.1284, aux.acc_seg: 87.3786, loss: 0.3169 +2024-03-06 09:49:51,910 - mmseg - INFO - Iter [106550/160000] lr: 1.150e-05, eta: 7:34:03, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1862, decode.acc_seg: 92.0527, aux.loss_ce: 0.1231, aux.acc_seg: 88.0650, loss: 0.3093 +2024-03-06 09:50:16,792 - mmseg - INFO - Iter [106600/160000] lr: 1.149e-05, eta: 7:33:37, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1834, decode.acc_seg: 92.3526, aux.loss_ce: 0.1288, aux.acc_seg: 87.7073, loss: 0.3123 +2024-03-06 09:50:41,771 - mmseg - INFO - Iter [106650/160000] lr: 1.148e-05, eta: 7:33:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1778, decode.acc_seg: 92.2177, aux.loss_ce: 0.1200, aux.acc_seg: 88.1566, loss: 0.2978 +2024-03-06 09:51:06,827 - mmseg - INFO - Iter [106700/160000] lr: 1.147e-05, eta: 7:32:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1840, decode.acc_seg: 92.0322, aux.loss_ce: 0.1235, aux.acc_seg: 88.0144, loss: 0.3074 +2024-03-06 09:51:31,966 - mmseg - INFO - Iter [106750/160000] lr: 1.146e-05, eta: 7:32:20, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1726, decode.acc_seg: 92.6856, aux.loss_ce: 0.1157, aux.acc_seg: 88.8351, loss: 0.2883 +2024-03-06 09:51:56,925 - mmseg - INFO - Iter [106800/160000] lr: 1.145e-05, eta: 7:31:54, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1861, decode.acc_seg: 91.9906, aux.loss_ce: 0.1228, aux.acc_seg: 88.0663, loss: 0.3089 +2024-03-06 09:52:21,891 - mmseg - INFO - Iter [106850/160000] lr: 1.144e-05, eta: 7:31:29, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1690, decode.acc_seg: 92.5356, aux.loss_ce: 0.1158, aux.acc_seg: 88.3199, loss: 0.2848 +2024-03-06 09:52:47,150 - mmseg - INFO - Iter [106900/160000] lr: 1.143e-05, eta: 7:31:03, time: 0.505, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.4151, aux.loss_ce: 0.1177, aux.acc_seg: 88.2273, loss: 0.2929 +2024-03-06 09:53:12,157 - mmseg - INFO - Iter [106950/160000] lr: 1.142e-05, eta: 7:30:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1878, decode.acc_seg: 92.1188, aux.loss_ce: 0.1296, aux.acc_seg: 87.5518, loss: 0.3173 +2024-03-06 09:53:37,188 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 09:53:37,188 - mmseg - INFO - Iter [107000/160000] lr: 1.141e-05, eta: 7:30:12, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1763, decode.acc_seg: 92.5710, aux.loss_ce: 0.1213, aux.acc_seg: 88.3124, loss: 0.2976 +2024-03-06 09:54:02,141 - mmseg - INFO - Iter [107050/160000] lr: 1.140e-05, eta: 7:29:46, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1876, decode.acc_seg: 92.0937, aux.loss_ce: 0.1319, aux.acc_seg: 87.3761, loss: 0.3195 +2024-03-06 09:54:27,096 - mmseg - INFO - Iter [107100/160000] lr: 1.139e-05, eta: 7:29:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1867, decode.acc_seg: 91.8709, aux.loss_ce: 0.1222, aux.acc_seg: 87.9040, loss: 0.3089 +2024-03-06 09:54:52,156 - mmseg - INFO - Iter [107150/160000] lr: 1.138e-05, eta: 7:28:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1828, decode.acc_seg: 92.2150, aux.loss_ce: 0.1231, aux.acc_seg: 88.0478, loss: 0.3059 +2024-03-06 09:55:17,162 - mmseg - INFO - Iter [107200/160000] lr: 1.136e-05, eta: 7:28:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1831, decode.acc_seg: 92.3746, aux.loss_ce: 0.1256, aux.acc_seg: 87.7385, loss: 0.3087 +2024-03-06 09:55:42,339 - mmseg - INFO - Iter [107250/160000] lr: 1.135e-05, eta: 7:28:03, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1753, decode.acc_seg: 92.2731, aux.loss_ce: 0.1194, aux.acc_seg: 87.9905, loss: 0.2947 +2024-03-06 09:56:07,303 - mmseg - INFO - Iter [107300/160000] lr: 1.134e-05, eta: 7:27:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1735, decode.acc_seg: 92.4983, aux.loss_ce: 0.1195, aux.acc_seg: 88.1929, loss: 0.2931 +2024-03-06 09:56:32,224 - mmseg - INFO - Iter [107350/160000] lr: 1.133e-05, eta: 7:27:12, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1711, decode.acc_seg: 92.6541, aux.loss_ce: 0.1183, aux.acc_seg: 88.2608, loss: 0.2895 +2024-03-06 09:57:00,290 - mmseg - INFO - Iter [107400/160000] lr: 1.132e-05, eta: 7:26:47, time: 0.561, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1782, decode.acc_seg: 92.4135, aux.loss_ce: 0.1214, aux.acc_seg: 88.1084, loss: 0.2995 +2024-03-06 09:57:25,338 - mmseg - INFO - Iter [107450/160000] lr: 1.131e-05, eta: 7:26:22, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1804, decode.acc_seg: 92.2633, aux.loss_ce: 0.1204, aux.acc_seg: 88.3518, loss: 0.3008 +2024-03-06 09:57:50,340 - mmseg - INFO - Iter [107500/160000] lr: 1.130e-05, eta: 7:25:56, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1799, decode.acc_seg: 92.3603, aux.loss_ce: 0.1254, aux.acc_seg: 87.8986, loss: 0.3053 +2024-03-06 09:58:15,436 - mmseg - INFO - Iter [107550/160000] lr: 1.129e-05, eta: 7:25:30, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1817, decode.acc_seg: 92.2155, aux.loss_ce: 0.1239, aux.acc_seg: 87.7481, loss: 0.3057 +2024-03-06 09:58:40,367 - mmseg - INFO - Iter [107600/160000] lr: 1.128e-05, eta: 7:25:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1800, decode.acc_seg: 92.4600, aux.loss_ce: 0.1249, aux.acc_seg: 87.9825, loss: 0.3049 +2024-03-06 09:59:05,440 - mmseg - INFO - Iter [107650/160000] lr: 1.127e-05, eta: 7:24:39, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1822, decode.acc_seg: 91.9559, aux.loss_ce: 0.1234, aux.acc_seg: 87.5563, loss: 0.3056 +2024-03-06 09:59:30,301 - mmseg - INFO - Iter [107700/160000] lr: 1.126e-05, eta: 7:24:13, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1881, decode.acc_seg: 92.0387, aux.loss_ce: 0.1287, aux.acc_seg: 87.5943, loss: 0.3168 +2024-03-06 09:59:55,466 - mmseg - INFO - Iter [107750/160000] lr: 1.125e-05, eta: 7:23:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1786, decode.acc_seg: 92.4309, aux.loss_ce: 0.1198, aux.acc_seg: 88.3125, loss: 0.2985 +2024-03-06 10:00:20,505 - mmseg - INFO - Iter [107800/160000] lr: 1.124e-05, eta: 7:23:22, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1867, decode.acc_seg: 91.8808, aux.loss_ce: 0.1270, aux.acc_seg: 87.3278, loss: 0.3136 +2024-03-06 10:00:45,563 - mmseg - INFO - Iter [107850/160000] lr: 1.122e-05, eta: 7:22:56, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1905, decode.acc_seg: 91.9796, aux.loss_ce: 0.1234, aux.acc_seg: 87.9137, loss: 0.3139 +2024-03-06 10:01:10,551 - mmseg - INFO - Iter [107900/160000] lr: 1.121e-05, eta: 7:22:30, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1781, decode.acc_seg: 92.5426, aux.loss_ce: 0.1233, aux.acc_seg: 88.1461, loss: 0.3014 +2024-03-06 10:01:35,722 - mmseg - INFO - Iter [107950/160000] lr: 1.120e-05, eta: 7:22:05, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1854, decode.acc_seg: 92.0353, aux.loss_ce: 0.1291, aux.acc_seg: 87.4670, loss: 0.3145 +2024-03-06 10:02:00,686 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:02:00,687 - mmseg - INFO - Iter [108000/160000] lr: 1.119e-05, eta: 7:21:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1821, decode.acc_seg: 92.2781, aux.loss_ce: 0.1244, aux.acc_seg: 88.0129, loss: 0.3066 +2024-03-06 10:02:25,879 - mmseg - INFO - Iter [108050/160000] lr: 1.118e-05, eta: 7:21:13, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1875, decode.acc_seg: 91.9244, aux.loss_ce: 0.1327, aux.acc_seg: 86.9814, loss: 0.3202 +2024-03-06 10:02:50,767 - mmseg - INFO - Iter [108100/160000] lr: 1.117e-05, eta: 7:20:48, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1779, decode.acc_seg: 92.4730, aux.loss_ce: 0.1203, aux.acc_seg: 88.3451, loss: 0.2981 +2024-03-06 10:03:15,689 - mmseg - INFO - Iter [108150/160000] lr: 1.116e-05, eta: 7:20:22, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1831, decode.acc_seg: 92.2274, aux.loss_ce: 0.1240, aux.acc_seg: 87.9211, loss: 0.3071 +2024-03-06 10:03:40,432 - mmseg - INFO - Iter [108200/160000] lr: 1.115e-05, eta: 7:19:56, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1749, decode.acc_seg: 92.4460, aux.loss_ce: 0.1178, aux.acc_seg: 88.2628, loss: 0.2927 +2024-03-06 10:04:05,476 - mmseg - INFO - Iter [108250/160000] lr: 1.114e-05, eta: 7:19:30, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1685, decode.acc_seg: 92.7593, aux.loss_ce: 0.1168, aux.acc_seg: 88.4075, loss: 0.2853 +2024-03-06 10:04:30,560 - mmseg - INFO - Iter [108300/160000] lr: 1.113e-05, eta: 7:19:05, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1784, decode.acc_seg: 92.3131, aux.loss_ce: 0.1203, aux.acc_seg: 88.1519, loss: 0.2987 +2024-03-06 10:04:55,693 - mmseg - INFO - Iter [108350/160000] lr: 1.112e-05, eta: 7:18:39, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1824, decode.acc_seg: 92.1504, aux.loss_ce: 0.1226, aux.acc_seg: 88.2210, loss: 0.3050 +2024-03-06 10:05:20,600 - mmseg - INFO - Iter [108400/160000] lr: 1.111e-05, eta: 7:18:13, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1867, decode.acc_seg: 92.1117, aux.loss_ce: 0.1261, aux.acc_seg: 87.6368, loss: 0.3127 +2024-03-06 10:05:45,630 - mmseg - INFO - Iter [108450/160000] lr: 1.110e-05, eta: 7:17:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1762, decode.acc_seg: 92.4757, aux.loss_ce: 0.1178, aux.acc_seg: 88.4668, loss: 0.2940 +2024-03-06 10:06:10,783 - mmseg - INFO - Iter [108500/160000] lr: 1.108e-05, eta: 7:17:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1792, decode.acc_seg: 92.3487, aux.loss_ce: 0.1215, aux.acc_seg: 88.2563, loss: 0.3007 +2024-03-06 10:06:36,029 - mmseg - INFO - Iter [108550/160000] lr: 1.107e-05, eta: 7:16:56, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1750, decode.acc_seg: 92.4256, aux.loss_ce: 0.1201, aux.acc_seg: 88.2588, loss: 0.2952 +2024-03-06 10:07:01,195 - mmseg - INFO - Iter [108600/160000] lr: 1.106e-05, eta: 7:16:31, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1860, decode.acc_seg: 92.0857, aux.loss_ce: 0.1265, aux.acc_seg: 87.9478, loss: 0.3125 +2024-03-06 10:07:29,313 - mmseg - INFO - Iter [108650/160000] lr: 1.105e-05, eta: 7:16:07, time: 0.563, data_time: 0.061, memory: 6292, decode.loss_ce: 0.1872, decode.acc_seg: 92.1737, aux.loss_ce: 0.1308, aux.acc_seg: 87.5085, loss: 0.3180 +2024-03-06 10:07:54,259 - mmseg - INFO - Iter [108700/160000] lr: 1.104e-05, eta: 7:15:41, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1906, decode.acc_seg: 91.8018, aux.loss_ce: 0.1262, aux.acc_seg: 87.6519, loss: 0.3167 +2024-03-06 10:08:19,232 - mmseg - INFO - Iter [108750/160000] lr: 1.103e-05, eta: 7:15:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1802, decode.acc_seg: 92.2267, aux.loss_ce: 0.1220, aux.acc_seg: 88.1962, loss: 0.3022 +2024-03-06 10:08:44,007 - mmseg - INFO - Iter [108800/160000] lr: 1.102e-05, eta: 7:14:49, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1812, decode.acc_seg: 92.3565, aux.loss_ce: 0.1268, aux.acc_seg: 87.7254, loss: 0.3079 +2024-03-06 10:09:08,972 - mmseg - INFO - Iter [108850/160000] lr: 1.101e-05, eta: 7:14:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1759, decode.acc_seg: 92.5025, aux.loss_ce: 0.1205, aux.acc_seg: 88.2271, loss: 0.2964 +2024-03-06 10:09:34,058 - mmseg - INFO - Iter [108900/160000] lr: 1.100e-05, eta: 7:13:58, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1806, decode.acc_seg: 92.3478, aux.loss_ce: 0.1235, aux.acc_seg: 87.9758, loss: 0.3041 +2024-03-06 10:09:58,918 - mmseg - INFO - Iter [108950/160000] lr: 1.099e-05, eta: 7:13:32, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1813, decode.acc_seg: 92.1722, aux.loss_ce: 0.1227, aux.acc_seg: 88.1668, loss: 0.3040 +2024-03-06 10:10:24,101 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:10:24,101 - mmseg - INFO - Iter [109000/160000] lr: 1.098e-05, eta: 7:13:07, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1842, decode.acc_seg: 92.3300, aux.loss_ce: 0.1250, aux.acc_seg: 88.3060, loss: 0.3092 +2024-03-06 10:10:49,088 - mmseg - INFO - Iter [109050/160000] lr: 1.097e-05, eta: 7:12:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1683, decode.acc_seg: 92.6723, aux.loss_ce: 0.1177, aux.acc_seg: 88.3225, loss: 0.2859 +2024-03-06 10:11:14,217 - mmseg - INFO - Iter [109100/160000] lr: 1.096e-05, eta: 7:12:15, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1822, decode.acc_seg: 92.0663, aux.loss_ce: 0.1205, aux.acc_seg: 87.8514, loss: 0.3027 +2024-03-06 10:11:39,189 - mmseg - INFO - Iter [109150/160000] lr: 1.094e-05, eta: 7:11:49, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1717, decode.acc_seg: 92.4757, aux.loss_ce: 0.1188, aux.acc_seg: 88.1856, loss: 0.2905 +2024-03-06 10:12:04,212 - mmseg - INFO - Iter [109200/160000] lr: 1.093e-05, eta: 7:11:24, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1659, decode.acc_seg: 92.9500, aux.loss_ce: 0.1145, aux.acc_seg: 88.8372, loss: 0.2804 +2024-03-06 10:12:29,081 - mmseg - INFO - Iter [109250/160000] lr: 1.092e-05, eta: 7:10:58, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1766, decode.acc_seg: 92.3620, aux.loss_ce: 0.1194, aux.acc_seg: 88.0106, loss: 0.2960 +2024-03-06 10:12:54,072 - mmseg - INFO - Iter [109300/160000] lr: 1.091e-05, eta: 7:10:32, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1728, decode.acc_seg: 92.5200, aux.loss_ce: 0.1187, aux.acc_seg: 88.1912, loss: 0.2915 +2024-03-06 10:13:18,978 - mmseg - INFO - Iter [109350/160000] lr: 1.090e-05, eta: 7:10:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1829, decode.acc_seg: 92.4206, aux.loss_ce: 0.1248, aux.acc_seg: 88.0636, loss: 0.3078 +2024-03-06 10:13:43,895 - mmseg - INFO - Iter [109400/160000] lr: 1.089e-05, eta: 7:09:41, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.4210, aux.loss_ce: 0.1247, aux.acc_seg: 87.8086, loss: 0.3035 +2024-03-06 10:14:08,994 - mmseg - INFO - Iter [109450/160000] lr: 1.088e-05, eta: 7:09:15, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1815, decode.acc_seg: 92.3501, aux.loss_ce: 0.1225, aux.acc_seg: 88.0236, loss: 0.3040 +2024-03-06 10:14:34,120 - mmseg - INFO - Iter [109500/160000] lr: 1.087e-05, eta: 7:08:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1924, decode.acc_seg: 91.9105, aux.loss_ce: 0.1257, aux.acc_seg: 87.6828, loss: 0.3182 +2024-03-06 10:14:59,453 - mmseg - INFO - Iter [109550/160000] lr: 1.086e-05, eta: 7:08:24, time: 0.507, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1783, decode.acc_seg: 92.2564, aux.loss_ce: 0.1214, aux.acc_seg: 87.9741, loss: 0.2998 +2024-03-06 10:15:24,495 - mmseg - INFO - Iter [109600/160000] lr: 1.085e-05, eta: 7:07:58, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1778, decode.acc_seg: 92.2949, aux.loss_ce: 0.1196, aux.acc_seg: 88.3488, loss: 0.2975 +2024-03-06 10:15:49,555 - mmseg - INFO - Iter [109650/160000] lr: 1.084e-05, eta: 7:07:33, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1882, decode.acc_seg: 91.9569, aux.loss_ce: 0.1348, aux.acc_seg: 86.7442, loss: 0.3230 +2024-03-06 10:16:14,542 - mmseg - INFO - Iter [109700/160000] lr: 1.083e-05, eta: 7:07:07, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1817, decode.acc_seg: 92.2206, aux.loss_ce: 0.1216, aux.acc_seg: 87.6832, loss: 0.3032 +2024-03-06 10:16:39,541 - mmseg - INFO - Iter [109750/160000] lr: 1.082e-05, eta: 7:06:41, time: 0.500, data_time: 0.012, memory: 6292, decode.loss_ce: 0.1838, decode.acc_seg: 92.1674, aux.loss_ce: 0.1237, aux.acc_seg: 88.1069, loss: 0.3075 +2024-03-06 10:17:04,350 - mmseg - INFO - Iter [109800/160000] lr: 1.080e-05, eta: 7:06:16, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1808, decode.acc_seg: 92.1971, aux.loss_ce: 0.1208, aux.acc_seg: 88.0159, loss: 0.3016 +2024-03-06 10:17:29,444 - mmseg - INFO - Iter [109850/160000] lr: 1.079e-05, eta: 7:05:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1886, decode.acc_seg: 91.9340, aux.loss_ce: 0.1274, aux.acc_seg: 87.7253, loss: 0.3160 +2024-03-06 10:17:57,387 - mmseg - INFO - Iter [109900/160000] lr: 1.078e-05, eta: 7:05:26, time: 0.559, data_time: 0.066, memory: 6292, decode.loss_ce: 0.1859, decode.acc_seg: 91.9351, aux.loss_ce: 0.1215, aux.acc_seg: 88.0736, loss: 0.3075 +2024-03-06 10:18:22,333 - mmseg - INFO - Iter [109950/160000] lr: 1.077e-05, eta: 7:05:00, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1917, decode.acc_seg: 92.1180, aux.loss_ce: 0.1322, aux.acc_seg: 87.4132, loss: 0.3240 +2024-03-06 10:18:47,330 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:18:47,330 - mmseg - INFO - Iter [110000/160000] lr: 1.076e-05, eta: 7:04:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1753, decode.acc_seg: 92.5523, aux.loss_ce: 0.1219, aux.acc_seg: 88.3422, loss: 0.2972 +2024-03-06 10:19:12,321 - mmseg - INFO - Iter [110050/160000] lr: 1.075e-05, eta: 7:04:08, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1758, decode.acc_seg: 92.3715, aux.loss_ce: 0.1188, aux.acc_seg: 88.3279, loss: 0.2946 +2024-03-06 10:19:37,445 - mmseg - INFO - Iter [110100/160000] lr: 1.074e-05, eta: 7:03:43, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1830, decode.acc_seg: 92.1890, aux.loss_ce: 0.1295, aux.acc_seg: 87.6453, loss: 0.3124 +2024-03-06 10:20:02,518 - mmseg - INFO - Iter [110150/160000] lr: 1.073e-05, eta: 7:03:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1803, decode.acc_seg: 92.4063, aux.loss_ce: 0.1217, aux.acc_seg: 88.2121, loss: 0.3020 +2024-03-06 10:20:27,551 - mmseg - INFO - Iter [110200/160000] lr: 1.072e-05, eta: 7:02:51, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1761, decode.acc_seg: 92.4328, aux.loss_ce: 0.1196, aux.acc_seg: 88.2031, loss: 0.2957 +2024-03-06 10:20:52,698 - mmseg - INFO - Iter [110250/160000] lr: 1.071e-05, eta: 7:02:26, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1785, decode.acc_seg: 92.6212, aux.loss_ce: 0.1244, aux.acc_seg: 88.0862, loss: 0.3029 +2024-03-06 10:21:17,505 - mmseg - INFO - Iter [110300/160000] lr: 1.070e-05, eta: 7:02:00, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1747, decode.acc_seg: 92.6190, aux.loss_ce: 0.1192, aux.acc_seg: 88.5301, loss: 0.2940 +2024-03-06 10:21:42,485 - mmseg - INFO - Iter [110350/160000] lr: 1.069e-05, eta: 7:01:34, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1701, decode.acc_seg: 92.8250, aux.loss_ce: 0.1172, aux.acc_seg: 88.6547, loss: 0.2873 +2024-03-06 10:22:07,628 - mmseg - INFO - Iter [110400/160000] lr: 1.068e-05, eta: 7:01:09, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.5455, aux.loss_ce: 0.1236, aux.acc_seg: 88.2009, loss: 0.3025 +2024-03-06 10:22:32,486 - mmseg - INFO - Iter [110450/160000] lr: 1.067e-05, eta: 7:00:43, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1834, decode.acc_seg: 92.1641, aux.loss_ce: 0.1243, aux.acc_seg: 87.9185, loss: 0.3077 +2024-03-06 10:22:57,353 - mmseg - INFO - Iter [110500/160000] lr: 1.065e-05, eta: 7:00:17, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1746, decode.acc_seg: 92.3717, aux.loss_ce: 0.1175, aux.acc_seg: 88.1572, loss: 0.2921 +2024-03-06 10:23:22,371 - mmseg - INFO - Iter [110550/160000] lr: 1.064e-05, eta: 6:59:52, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1844, decode.acc_seg: 92.0589, aux.loss_ce: 0.1224, aux.acc_seg: 87.9920, loss: 0.3068 +2024-03-06 10:23:47,536 - mmseg - INFO - Iter [110600/160000] lr: 1.063e-05, eta: 6:59:26, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1749, decode.acc_seg: 92.4688, aux.loss_ce: 0.1202, aux.acc_seg: 88.2107, loss: 0.2951 +2024-03-06 10:24:12,489 - mmseg - INFO - Iter [110650/160000] lr: 1.062e-05, eta: 6:59:00, time: 0.499, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1875, decode.acc_seg: 92.2427, aux.loss_ce: 0.1250, aux.acc_seg: 88.1306, loss: 0.3126 +2024-03-06 10:24:37,392 - mmseg - INFO - Iter [110700/160000] lr: 1.061e-05, eta: 6:58:35, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1785, decode.acc_seg: 92.3424, aux.loss_ce: 0.1167, aux.acc_seg: 88.5969, loss: 0.2952 +2024-03-06 10:25:02,552 - mmseg - INFO - Iter [110750/160000] lr: 1.060e-05, eta: 6:58:09, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1835, decode.acc_seg: 91.9986, aux.loss_ce: 0.1227, aux.acc_seg: 87.7978, loss: 0.3063 +2024-03-06 10:25:27,581 - mmseg - INFO - Iter [110800/160000] lr: 1.059e-05, eta: 6:57:43, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1712, decode.acc_seg: 92.5995, aux.loss_ce: 0.1148, aux.acc_seg: 88.6872, loss: 0.2860 +2024-03-06 10:25:52,621 - mmseg - INFO - Iter [110850/160000] lr: 1.058e-05, eta: 6:57:18, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1817, decode.acc_seg: 92.2506, aux.loss_ce: 0.1229, aux.acc_seg: 87.9709, loss: 0.3046 +2024-03-06 10:26:17,884 - mmseg - INFO - Iter [110900/160000] lr: 1.057e-05, eta: 6:56:52, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1766, decode.acc_seg: 92.4172, aux.loss_ce: 0.1178, aux.acc_seg: 88.4131, loss: 0.2944 +2024-03-06 10:26:42,897 - mmseg - INFO - Iter [110950/160000] lr: 1.056e-05, eta: 6:56:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1761, decode.acc_seg: 92.5144, aux.loss_ce: 0.1232, aux.acc_seg: 88.2266, loss: 0.2993 +2024-03-06 10:27:07,990 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:27:07,990 - mmseg - INFO - Iter [111000/160000] lr: 1.055e-05, eta: 6:56:01, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1787, decode.acc_seg: 92.3906, aux.loss_ce: 0.1207, aux.acc_seg: 88.1858, loss: 0.2993 +2024-03-06 10:27:32,835 - mmseg - INFO - Iter [111050/160000] lr: 1.054e-05, eta: 6:55:35, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.3453, aux.loss_ce: 0.1200, aux.acc_seg: 88.0243, loss: 0.2989 +2024-03-06 10:27:57,906 - mmseg - INFO - Iter [111100/160000] lr: 1.053e-05, eta: 6:55:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1762, decode.acc_seg: 92.4155, aux.loss_ce: 0.1258, aux.acc_seg: 87.6972, loss: 0.3020 +2024-03-06 10:28:25,878 - mmseg - INFO - Iter [111150/160000] lr: 1.051e-05, eta: 6:54:45, time: 0.559, data_time: 0.058, memory: 6292, decode.loss_ce: 0.1773, decode.acc_seg: 92.3665, aux.loss_ce: 0.1185, aux.acc_seg: 88.4484, loss: 0.2958 +2024-03-06 10:28:50,927 - mmseg - INFO - Iter [111200/160000] lr: 1.050e-05, eta: 6:54:19, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1734, decode.acc_seg: 92.4951, aux.loss_ce: 0.1215, aux.acc_seg: 88.0786, loss: 0.2949 +2024-03-06 10:29:15,914 - mmseg - INFO - Iter [111250/160000] lr: 1.049e-05, eta: 6:53:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1713, decode.acc_seg: 92.6078, aux.loss_ce: 0.1156, aux.acc_seg: 88.5040, loss: 0.2869 +2024-03-06 10:29:40,972 - mmseg - INFO - Iter [111300/160000] lr: 1.048e-05, eta: 6:53:28, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1711, decode.acc_seg: 92.6633, aux.loss_ce: 0.1180, aux.acc_seg: 88.5450, loss: 0.2891 +2024-03-06 10:30:06,079 - mmseg - INFO - Iter [111350/160000] lr: 1.047e-05, eta: 6:53:02, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1702, decode.acc_seg: 92.6098, aux.loss_ce: 0.1171, aux.acc_seg: 88.3256, loss: 0.2872 +2024-03-06 10:30:31,162 - mmseg - INFO - Iter [111400/160000] lr: 1.046e-05, eta: 6:52:37, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1786, decode.acc_seg: 92.4551, aux.loss_ce: 0.1207, aux.acc_seg: 88.2958, loss: 0.2993 +2024-03-06 10:30:56,267 - mmseg - INFO - Iter [111450/160000] lr: 1.045e-05, eta: 6:52:11, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1735, decode.acc_seg: 92.5806, aux.loss_ce: 0.1151, aux.acc_seg: 88.7559, loss: 0.2886 +2024-03-06 10:31:21,173 - mmseg - INFO - Iter [111500/160000] lr: 1.044e-05, eta: 6:51:45, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1766, decode.acc_seg: 92.5430, aux.loss_ce: 0.1220, aux.acc_seg: 87.9903, loss: 0.2986 +2024-03-06 10:31:46,089 - mmseg - INFO - Iter [111550/160000] lr: 1.043e-05, eta: 6:51:20, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1846, decode.acc_seg: 92.2121, aux.loss_ce: 0.1256, aux.acc_seg: 87.9199, loss: 0.3101 +2024-03-06 10:32:11,158 - mmseg - INFO - Iter [111600/160000] lr: 1.042e-05, eta: 6:50:54, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1740, decode.acc_seg: 92.4142, aux.loss_ce: 0.1204, aux.acc_seg: 87.9070, loss: 0.2945 +2024-03-06 10:32:36,253 - mmseg - INFO - Iter [111650/160000] lr: 1.041e-05, eta: 6:50:28, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1774, decode.acc_seg: 92.4117, aux.loss_ce: 0.1237, aux.acc_seg: 87.9190, loss: 0.3011 +2024-03-06 10:33:01,269 - mmseg - INFO - Iter [111700/160000] lr: 1.040e-05, eta: 6:50:03, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1676, decode.acc_seg: 92.8730, aux.loss_ce: 0.1187, aux.acc_seg: 88.4570, loss: 0.2863 +2024-03-06 10:33:26,468 - mmseg - INFO - Iter [111750/160000] lr: 1.039e-05, eta: 6:49:37, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1797, decode.acc_seg: 92.1748, aux.loss_ce: 0.1191, aux.acc_seg: 88.2509, loss: 0.2987 +2024-03-06 10:33:51,621 - mmseg - INFO - Iter [111800/160000] lr: 1.037e-05, eta: 6:49:12, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1817, decode.acc_seg: 92.2474, aux.loss_ce: 0.1235, aux.acc_seg: 87.8156, loss: 0.3052 +2024-03-06 10:34:16,791 - mmseg - INFO - Iter [111850/160000] lr: 1.036e-05, eta: 6:48:46, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.6323, aux.loss_ce: 0.1202, aux.acc_seg: 88.3169, loss: 0.2954 +2024-03-06 10:34:41,751 - mmseg - INFO - Iter [111900/160000] lr: 1.035e-05, eta: 6:48:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1749, decode.acc_seg: 92.5273, aux.loss_ce: 0.1209, aux.acc_seg: 88.1721, loss: 0.2957 +2024-03-06 10:35:06,833 - mmseg - INFO - Iter [111950/160000] lr: 1.034e-05, eta: 6:47:55, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.5354, aux.loss_ce: 0.1194, aux.acc_seg: 88.3888, loss: 0.2938 +2024-03-06 10:35:31,823 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:35:31,824 - mmseg - INFO - Iter [112000/160000] lr: 1.033e-05, eta: 6:47:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.7368, aux.loss_ce: 0.1159, aux.acc_seg: 88.8145, loss: 0.2911 +2024-03-06 10:37:08,054 - mmseg - INFO - per class results: +2024-03-06 10:37:08,062 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 76.0 | 87.89 | +| building | 82.29 | 91.79 | +| sky | 94.12 | 97.4 | +| floor | 80.25 | 91.21 | +| tree | 73.09 | 88.65 | +| ceiling | 82.58 | 91.99 | +| road | 82.74 | 89.77 | +| bed | 87.49 | 95.06 | +| windowpane | 60.77 | 79.76 | +| grass | 67.72 | 82.7 | +| cabinet | 57.43 | 70.59 | +| sidewalk | 65.02 | 80.77 | +| person | 80.65 | 91.68 | +| earth | 34.51 | 48.69 | +| door | 46.21 | 59.63 | +| table | 58.93 | 77.72 | +| mountain | 58.78 | 74.66 | +| plant | 50.36 | 63.15 | +| curtain | 69.8 | 84.49 | +| chair | 55.15 | 72.86 | +| car | 82.98 | 91.05 | +| water | 47.71 | 63.63 | +| painting | 73.35 | 84.74 | +| sofa | 64.43 | 78.25 | +| shelf | 41.39 | 63.19 | +| house | 48.18 | 68.94 | +| sea | 51.19 | 72.24 | +| mirror | 62.9 | 70.93 | +| rug | 52.0 | 57.87 | +| field | 23.77 | 36.77 | +| armchair | 40.96 | 58.38 | +| seat | 58.99 | 77.01 | +| fence | 37.29 | 48.14 | +| desk | 46.13 | 66.51 | +| rock | 46.19 | 71.5 | +| wardrobe | 49.73 | 69.73 | +| lamp | 62.32 | 76.87 | +| bathtub | 73.4 | 80.49 | +| railing | 30.48 | 39.92 | +| cushion | 55.41 | 72.27 | +| base | 28.12 | 34.68 | +| box | 20.5 | 29.14 | +| column | 38.61 | 45.38 | +| signboard | 37.68 | 49.01 | +| chest of drawers | 38.87 | 55.24 | +| counter | 28.05 | 35.84 | +| sand | 39.72 | 56.35 | +| sink | 68.71 | 80.21 | +| skyscraper | 60.17 | 71.55 | +| fireplace | 72.6 | 85.69 | +| refrigerator | 71.77 | 84.27 | +| grandstand | 42.21 | 64.66 | +| path | 20.31 | 30.87 | +| stairs | 28.05 | 32.59 | +| runway | 64.06 | 82.68 | +| case | 46.21 | 56.07 | +| pool table | 93.16 | 96.5 | +| pillow | 56.1 | 66.12 | +| screen door | 64.04 | 72.06 | +| stairway | 32.83 | 42.28 | +| river | 9.76 | 20.48 | +| bridge | 51.74 | 58.5 | +| bookcase | 41.87 | 57.48 | +| blind | 28.99 | 30.72 | +| coffee table | 59.01 | 77.92 | +| toilet | 82.39 | 88.47 | +| flower | 45.84 | 56.94 | +| book | 44.99 | 67.05 | +| hill | 9.65 | 13.3 | +| bench | 42.56 | 51.46 | +| countertop | 55.46 | 72.4 | +| stove | 75.26 | 82.65 | +| palm | 51.13 | 75.4 | +| kitchen island | 36.0 | 61.26 | +| computer | 56.25 | 66.71 | +| swivel chair | 37.02 | 48.51 | +| boat | 70.07 | 84.56 | +| bar | 21.21 | 26.27 | +| arcade machine | 67.88 | 71.79 | +| hovel | 31.43 | 38.07 | +| bus | 81.6 | 93.72 | +| towel | 53.8 | 64.16 | +| light | 54.06 | 60.26 | +| truck | 15.22 | 19.63 | +| tower | 40.73 | 56.58 | +| chandelier | 66.41 | 77.87 | +| awning | 20.81 | 27.02 | +| streetlight | 25.76 | 31.54 | +| booth | 45.89 | 52.35 | +| television receiver | 61.63 | 79.42 | +| airplane | 54.93 | 62.95 | +| dirt track | 15.2 | 21.34 | +| apparel | 36.78 | 49.95 | +| pole | 20.33 | 28.17 | +| land | 3.36 | 4.34 | +| bannister | 11.76 | 14.26 | +| escalator | 29.15 | 38.51 | +| ottoman | 36.61 | 49.6 | +| bottle | 37.3 | 57.68 | +| buffet | 34.05 | 35.45 | +| poster | 27.7 | 34.52 | +| stage | 14.41 | 20.12 | +| van | 44.42 | 56.59 | +| ship | 75.78 | 80.05 | +| fountain | 14.57 | 14.85 | +| conveyer belt | 71.24 | 79.29 | +| canopy | 24.72 | 30.19 | +| washer | 69.44 | 71.13 | +| plaything | 23.94 | 31.51 | +| swimming pool | 47.69 | 71.57 | +| stool | 37.98 | 49.88 | +| barrel | 54.32 | 68.29 | +| basket | 28.98 | 38.5 | +| waterfall | 70.09 | 79.91 | +| tent | 94.28 | 98.47 | +| bag | 9.7 | 11.3 | +| minibike | 68.31 | 76.21 | +| cradle | 78.51 | 91.84 | +| oven | 41.09 | 58.08 | +| ball | 50.0 | 55.44 | +| food | 45.97 | 52.5 | +| step | 10.67 | 12.3 | +| tank | 41.67 | 46.11 | +| trade name | 28.4 | 35.62 | +| microwave | 53.63 | 57.53 | +| pot | 40.82 | 49.59 | +| animal | 62.7 | 65.77 | +| bicycle | 55.11 | 71.31 | +| lake | 59.56 | 63.61 | +| dishwasher | 60.15 | 65.3 | +| screen | 64.85 | 85.92 | +| blanket | 7.78 | 8.31 | +| sculpture | 54.8 | 63.42 | +| hood | 59.56 | 70.83 | +| sconce | 37.83 | 44.74 | +| vase | 36.74 | 52.14 | +| traffic light | 31.32 | 41.61 | +| tray | 13.49 | 26.91 | +| ashcan | 35.26 | 44.4 | +| fan | 60.6 | 74.6 | +| pier | 42.4 | 55.2 | +| crt screen | 1.12 | 2.22 | +| plate | 46.81 | 62.46 | +| monitor | 25.51 | 29.6 | +| bulletin board | 38.15 | 50.2 | +| shower | 0.45 | 0.45 | +| radiator | 50.49 | 56.22 | +| glass | 14.35 | 15.83 | +| clock | 35.24 | 38.63 | +| flag | 43.31 | 47.47 | ++---------------------+-------+-------+ +2024-03-06 10:37:08,063 - mmseg - INFO - Summary: +2024-03-06 10:37:08,063 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 82.16 | 47.56 | 58.16 | ++-------+-------+-------+ +2024-03-06 10:37:08,074 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:37:08,074 - mmseg - INFO - Iter(val) [500] aAcc: 0.8216, mIoU: 0.4756, mAcc: 0.5816, IoU.wall: 0.7600, IoU.building: 0.8229, IoU.sky: 0.9412, IoU.floor: 0.8025, IoU.tree: 0.7309, IoU.ceiling: 0.8258, IoU.road: 0.8274, IoU.bed : 0.8749, IoU.windowpane: 0.6077, IoU.grass: 0.6772, IoU.cabinet: 0.5743, IoU.sidewalk: 0.6502, IoU.person: 0.8065, IoU.earth: 0.3451, IoU.door: 0.4621, IoU.table: 0.5893, IoU.mountain: 0.5878, IoU.plant: 0.5036, IoU.curtain: 0.6980, IoU.chair: 0.5515, IoU.car: 0.8298, IoU.water: 0.4771, IoU.painting: 0.7335, IoU.sofa: 0.6443, IoU.shelf: 0.4139, IoU.house: 0.4818, IoU.sea: 0.5119, IoU.mirror: 0.6290, IoU.rug: 0.5200, IoU.field: 0.2377, IoU.armchair: 0.4096, IoU.seat: 0.5899, IoU.fence: 0.3729, IoU.desk: 0.4613, IoU.rock: 0.4619, IoU.wardrobe: 0.4973, IoU.lamp: 0.6232, IoU.bathtub: 0.7340, IoU.railing: 0.3048, IoU.cushion: 0.5541, IoU.base: 0.2812, IoU.box: 0.2050, IoU.column: 0.3861, IoU.signboard: 0.3768, IoU.chest of drawers: 0.3887, IoU.counter: 0.2805, IoU.sand: 0.3972, IoU.sink: 0.6871, IoU.skyscraper: 0.6017, IoU.fireplace: 0.7260, IoU.refrigerator: 0.7177, IoU.grandstand: 0.4221, IoU.path: 0.2031, IoU.stairs: 0.2805, IoU.runway: 0.6406, IoU.case: 0.4621, IoU.pool table: 0.9316, IoU.pillow: 0.5610, IoU.screen door: 0.6404, IoU.stairway: 0.3283, IoU.river: 0.0976, IoU.bridge: 0.5174, IoU.bookcase: 0.4187, IoU.blind: 0.2899, IoU.coffee table: 0.5901, IoU.toilet: 0.8239, IoU.flower: 0.4584, IoU.book: 0.4499, IoU.hill: 0.0965, IoU.bench: 0.4256, IoU.countertop: 0.5546, IoU.stove: 0.7526, IoU.palm: 0.5113, IoU.kitchen island: 0.3600, IoU.computer: 0.5625, IoU.swivel chair: 0.3702, IoU.boat: 0.7007, IoU.bar: 0.2121, IoU.arcade machine: 0.6788, IoU.hovel: 0.3143, IoU.bus: 0.8160, IoU.towel: 0.5380, IoU.light: 0.5406, IoU.truck: 0.1522, IoU.tower: 0.4073, IoU.chandelier: 0.6641, IoU.awning: 0.2081, IoU.streetlight: 0.2576, IoU.booth: 0.4589, IoU.television receiver: 0.6163, IoU.airplane: 0.5493, IoU.dirt track: 0.1520, IoU.apparel: 0.3678, IoU.pole: 0.2033, IoU.land: 0.0336, IoU.bannister: 0.1176, IoU.escalator: 0.2915, IoU.ottoman: 0.3661, IoU.bottle: 0.3730, IoU.buffet: 0.3405, IoU.poster: 0.2770, IoU.stage: 0.1441, IoU.van: 0.4442, IoU.ship: 0.7578, IoU.fountain: 0.1457, IoU.conveyer belt: 0.7124, IoU.canopy: 0.2472, IoU.washer: 0.6944, IoU.plaything: 0.2394, IoU.swimming pool: 0.4769, IoU.stool: 0.3798, IoU.barrel: 0.5432, IoU.basket: 0.2898, IoU.waterfall: 0.7009, IoU.tent: 0.9428, IoU.bag: 0.0970, IoU.minibike: 0.6831, IoU.cradle: 0.7851, IoU.oven: 0.4109, IoU.ball: 0.5000, IoU.food: 0.4597, IoU.step: 0.1067, IoU.tank: 0.4167, IoU.trade name: 0.2840, IoU.microwave: 0.5363, IoU.pot: 0.4082, IoU.animal: 0.6270, IoU.bicycle: 0.5511, IoU.lake: 0.5956, IoU.dishwasher: 0.6015, IoU.screen: 0.6485, IoU.blanket: 0.0778, IoU.sculpture: 0.5480, IoU.hood: 0.5956, IoU.sconce: 0.3783, IoU.vase: 0.3674, IoU.traffic light: 0.3132, IoU.tray: 0.1349, IoU.ashcan: 0.3526, IoU.fan: 0.6060, IoU.pier: 0.4240, IoU.crt screen: 0.0112, IoU.plate: 0.4681, IoU.monitor: 0.2551, IoU.bulletin board: 0.3815, IoU.shower: 0.0045, IoU.radiator: 0.5049, IoU.glass: 0.1435, IoU.clock: 0.3524, IoU.flag: 0.4331, Acc.wall: 0.8789, Acc.building: 0.9179, Acc.sky: 0.9740, Acc.floor: 0.9121, Acc.tree: 0.8865, Acc.ceiling: 0.9199, Acc.road: 0.8977, Acc.bed : 0.9506, Acc.windowpane: 0.7976, Acc.grass: 0.8270, Acc.cabinet: 0.7059, Acc.sidewalk: 0.8077, Acc.person: 0.9168, Acc.earth: 0.4869, Acc.door: 0.5963, Acc.table: 0.7772, Acc.mountain: 0.7466, Acc.plant: 0.6315, Acc.curtain: 0.8449, Acc.chair: 0.7286, Acc.car: 0.9105, Acc.water: 0.6363, Acc.painting: 0.8474, Acc.sofa: 0.7825, Acc.shelf: 0.6319, Acc.house: 0.6894, Acc.sea: 0.7224, Acc.mirror: 0.7093, Acc.rug: 0.5787, Acc.field: 0.3677, Acc.armchair: 0.5838, Acc.seat: 0.7701, Acc.fence: 0.4814, Acc.desk: 0.6651, Acc.rock: 0.7150, Acc.wardrobe: 0.6973, Acc.lamp: 0.7687, Acc.bathtub: 0.8049, Acc.railing: 0.3992, Acc.cushion: 0.7227, Acc.base: 0.3468, Acc.box: 0.2914, Acc.column: 0.4538, Acc.signboard: 0.4901, Acc.chest of drawers: 0.5524, Acc.counter: 0.3584, Acc.sand: 0.5635, Acc.sink: 0.8021, Acc.skyscraper: 0.7155, Acc.fireplace: 0.8569, Acc.refrigerator: 0.8427, Acc.grandstand: 0.6466, Acc.path: 0.3087, Acc.stairs: 0.3259, Acc.runway: 0.8268, Acc.case: 0.5607, Acc.pool table: 0.9650, Acc.pillow: 0.6612, Acc.screen door: 0.7206, Acc.stairway: 0.4228, Acc.river: 0.2048, Acc.bridge: 0.5850, Acc.bookcase: 0.5748, Acc.blind: 0.3072, Acc.coffee table: 0.7792, Acc.toilet: 0.8847, Acc.flower: 0.5694, Acc.book: 0.6705, Acc.hill: 0.1330, Acc.bench: 0.5146, Acc.countertop: 0.7240, Acc.stove: 0.8265, Acc.palm: 0.7540, Acc.kitchen island: 0.6126, Acc.computer: 0.6671, Acc.swivel chair: 0.4851, Acc.boat: 0.8456, Acc.bar: 0.2627, Acc.arcade machine: 0.7179, Acc.hovel: 0.3807, Acc.bus: 0.9372, Acc.towel: 0.6416, Acc.light: 0.6026, Acc.truck: 0.1963, Acc.tower: 0.5658, Acc.chandelier: 0.7787, Acc.awning: 0.2702, Acc.streetlight: 0.3154, Acc.booth: 0.5235, Acc.television receiver: 0.7942, Acc.airplane: 0.6295, Acc.dirt track: 0.2134, Acc.apparel: 0.4995, Acc.pole: 0.2817, Acc.land: 0.0434, Acc.bannister: 0.1426, Acc.escalator: 0.3851, Acc.ottoman: 0.4960, Acc.bottle: 0.5768, Acc.buffet: 0.3545, Acc.poster: 0.3452, Acc.stage: 0.2012, Acc.van: 0.5659, Acc.ship: 0.8005, Acc.fountain: 0.1485, Acc.conveyer belt: 0.7929, Acc.canopy: 0.3019, Acc.washer: 0.7113, Acc.plaything: 0.3151, Acc.swimming pool: 0.7157, Acc.stool: 0.4988, Acc.barrel: 0.6829, Acc.basket: 0.3850, Acc.waterfall: 0.7991, Acc.tent: 0.9847, Acc.bag: 0.1130, Acc.minibike: 0.7621, Acc.cradle: 0.9184, Acc.oven: 0.5808, Acc.ball: 0.5544, Acc.food: 0.5250, Acc.step: 0.1230, Acc.tank: 0.4611, Acc.trade name: 0.3562, Acc.microwave: 0.5753, Acc.pot: 0.4959, Acc.animal: 0.6577, Acc.bicycle: 0.7131, Acc.lake: 0.6361, Acc.dishwasher: 0.6530, Acc.screen: 0.8592, Acc.blanket: 0.0831, Acc.sculpture: 0.6342, Acc.hood: 0.7083, Acc.sconce: 0.4474, Acc.vase: 0.5214, Acc.traffic light: 0.4161, Acc.tray: 0.2691, Acc.ashcan: 0.4440, Acc.fan: 0.7460, Acc.pier: 0.5520, Acc.crt screen: 0.0222, Acc.plate: 0.6246, Acc.monitor: 0.2960, Acc.bulletin board: 0.5020, Acc.shower: 0.0045, Acc.radiator: 0.5622, Acc.glass: 0.1583, Acc.clock: 0.3863, Acc.flag: 0.4747 +2024-03-06 10:37:33,211 - mmseg - INFO - Iter [112050/160000] lr: 1.032e-05, eta: 6:47:44, time: 2.428, data_time: 1.933, memory: 6292, decode.loss_ce: 0.1721, decode.acc_seg: 92.5587, aux.loss_ce: 0.1165, aux.acc_seg: 88.4707, loss: 0.2886 +2024-03-06 10:37:58,306 - mmseg - INFO - Iter [112100/160000] lr: 1.031e-05, eta: 6:47:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1747, decode.acc_seg: 92.5574, aux.loss_ce: 0.1234, aux.acc_seg: 88.1637, loss: 0.2980 +2024-03-06 10:38:23,509 - mmseg - INFO - Iter [112150/160000] lr: 1.030e-05, eta: 6:46:53, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1802, decode.acc_seg: 92.1871, aux.loss_ce: 0.1259, aux.acc_seg: 87.4760, loss: 0.3061 +2024-03-06 10:38:48,543 - mmseg - INFO - Iter [112200/160000] lr: 1.029e-05, eta: 6:46:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1767, decode.acc_seg: 92.5810, aux.loss_ce: 0.1214, aux.acc_seg: 88.3551, loss: 0.2981 +2024-03-06 10:39:13,527 - mmseg - INFO - Iter [112250/160000] lr: 1.028e-05, eta: 6:46:02, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1916, decode.acc_seg: 91.8502, aux.loss_ce: 0.1280, aux.acc_seg: 87.6648, loss: 0.3196 +2024-03-06 10:39:38,359 - mmseg - INFO - Iter [112300/160000] lr: 1.027e-05, eta: 6:45:36, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1733, decode.acc_seg: 92.6921, aux.loss_ce: 0.1205, aux.acc_seg: 88.4689, loss: 0.2938 +2024-03-06 10:40:03,463 - mmseg - INFO - Iter [112350/160000] lr: 1.026e-05, eta: 6:45:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1775, decode.acc_seg: 92.4352, aux.loss_ce: 0.1195, aux.acc_seg: 88.1902, loss: 0.2970 +2024-03-06 10:40:28,439 - mmseg - INFO - Iter [112400/160000] lr: 1.025e-05, eta: 6:44:44, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1807, decode.acc_seg: 92.4903, aux.loss_ce: 0.1227, aux.acc_seg: 88.0999, loss: 0.3035 +2024-03-06 10:40:56,548 - mmseg - INFO - Iter [112450/160000] lr: 1.023e-05, eta: 6:44:20, time: 0.562, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1686, decode.acc_seg: 92.6662, aux.loss_ce: 0.1152, aux.acc_seg: 88.4384, loss: 0.2838 +2024-03-06 10:41:21,703 - mmseg - INFO - Iter [112500/160000] lr: 1.022e-05, eta: 6:43:54, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1769, decode.acc_seg: 92.5971, aux.loss_ce: 0.1185, aux.acc_seg: 88.5445, loss: 0.2954 +2024-03-06 10:41:46,674 - mmseg - INFO - Iter [112550/160000] lr: 1.021e-05, eta: 6:43:29, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1662, decode.acc_seg: 92.9931, aux.loss_ce: 0.1149, aux.acc_seg: 88.7755, loss: 0.2811 +2024-03-06 10:42:11,641 - mmseg - INFO - Iter [112600/160000] lr: 1.020e-05, eta: 6:43:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1826, decode.acc_seg: 92.2286, aux.loss_ce: 0.1290, aux.acc_seg: 87.5173, loss: 0.3117 +2024-03-06 10:42:36,573 - mmseg - INFO - Iter [112650/160000] lr: 1.019e-05, eta: 6:42:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1780, decode.acc_seg: 92.3338, aux.loss_ce: 0.1240, aux.acc_seg: 87.8565, loss: 0.3020 +2024-03-06 10:43:01,509 - mmseg - INFO - Iter [112700/160000] lr: 1.018e-05, eta: 6:42:11, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1729, decode.acc_seg: 92.5276, aux.loss_ce: 0.1184, aux.acc_seg: 88.3544, loss: 0.2913 +2024-03-06 10:43:26,370 - mmseg - INFO - Iter [112750/160000] lr: 1.017e-05, eta: 6:41:46, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1723, decode.acc_seg: 92.5388, aux.loss_ce: 0.1182, aux.acc_seg: 88.2933, loss: 0.2905 +2024-03-06 10:43:51,446 - mmseg - INFO - Iter [112800/160000] lr: 1.016e-05, eta: 6:41:20, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1794, decode.acc_seg: 92.3813, aux.loss_ce: 0.1248, aux.acc_seg: 87.6971, loss: 0.3042 +2024-03-06 10:44:16,618 - mmseg - INFO - Iter [112850/160000] lr: 1.015e-05, eta: 6:40:54, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.3921, aux.loss_ce: 0.1237, aux.acc_seg: 87.9151, loss: 0.3026 +2024-03-06 10:44:41,742 - mmseg - INFO - Iter [112900/160000] lr: 1.014e-05, eta: 6:40:29, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1724, decode.acc_seg: 92.5793, aux.loss_ce: 0.1236, aux.acc_seg: 87.9686, loss: 0.2960 +2024-03-06 10:45:06,740 - mmseg - INFO - Iter [112950/160000] lr: 1.013e-05, eta: 6:40:03, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1683, decode.acc_seg: 92.8469, aux.loss_ce: 0.1167, aux.acc_seg: 88.8034, loss: 0.2850 +2024-03-06 10:45:31,865 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:45:31,865 - mmseg - INFO - Iter [113000/160000] lr: 1.012e-05, eta: 6:39:37, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1687, decode.acc_seg: 92.7995, aux.loss_ce: 0.1110, aux.acc_seg: 89.2538, loss: 0.2797 +2024-03-06 10:45:56,762 - mmseg - INFO - Iter [113050/160000] lr: 1.011e-05, eta: 6:39:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1836, decode.acc_seg: 92.1882, aux.loss_ce: 0.1252, aux.acc_seg: 87.8587, loss: 0.3088 +2024-03-06 10:46:21,666 - mmseg - INFO - Iter [113100/160000] lr: 1.009e-05, eta: 6:38:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1720, decode.acc_seg: 92.7656, aux.loss_ce: 0.1163, aux.acc_seg: 88.7201, loss: 0.2883 +2024-03-06 10:46:46,650 - mmseg - INFO - Iter [113150/160000] lr: 1.008e-05, eta: 6:38:20, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1711, decode.acc_seg: 92.4378, aux.loss_ce: 0.1164, aux.acc_seg: 88.3492, loss: 0.2875 +2024-03-06 10:47:11,645 - mmseg - INFO - Iter [113200/160000] lr: 1.007e-05, eta: 6:37:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1815, decode.acc_seg: 92.2509, aux.loss_ce: 0.1199, aux.acc_seg: 88.3081, loss: 0.3014 +2024-03-06 10:47:36,857 - mmseg - INFO - Iter [113250/160000] lr: 1.006e-05, eta: 6:37:29, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1759, decode.acc_seg: 92.4443, aux.loss_ce: 0.1192, aux.acc_seg: 88.3112, loss: 0.2951 +2024-03-06 10:48:02,019 - mmseg - INFO - Iter [113300/160000] lr: 1.005e-05, eta: 6:37:03, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1727, decode.acc_seg: 92.4143, aux.loss_ce: 0.1159, aux.acc_seg: 88.4556, loss: 0.2886 +2024-03-06 10:48:27,026 - mmseg - INFO - Iter [113350/160000] lr: 1.004e-05, eta: 6:36:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1730, decode.acc_seg: 92.6859, aux.loss_ce: 0.1183, aux.acc_seg: 88.4197, loss: 0.2913 +2024-03-06 10:48:52,271 - mmseg - INFO - Iter [113400/160000] lr: 1.003e-05, eta: 6:36:12, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1837, decode.acc_seg: 92.2711, aux.loss_ce: 0.1269, aux.acc_seg: 87.7394, loss: 0.3106 +2024-03-06 10:49:17,343 - mmseg - INFO - Iter [113450/160000] lr: 1.002e-05, eta: 6:35:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1684, decode.acc_seg: 92.7658, aux.loss_ce: 0.1144, aux.acc_seg: 88.7961, loss: 0.2828 +2024-03-06 10:49:42,409 - mmseg - INFO - Iter [113500/160000] lr: 1.001e-05, eta: 6:35:20, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1728, decode.acc_seg: 92.4577, aux.loss_ce: 0.1153, aux.acc_seg: 88.4427, loss: 0.2880 +2024-03-06 10:50:07,445 - mmseg - INFO - Iter [113550/160000] lr: 9.998e-06, eta: 6:34:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1852, decode.acc_seg: 92.1938, aux.loss_ce: 0.1237, aux.acc_seg: 87.7720, loss: 0.3090 +2024-03-06 10:50:32,631 - mmseg - INFO - Iter [113600/160000] lr: 9.987e-06, eta: 6:34:29, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1828, decode.acc_seg: 92.1159, aux.loss_ce: 0.1244, aux.acc_seg: 87.7186, loss: 0.3072 +2024-03-06 10:50:57,432 - mmseg - INFO - Iter [113650/160000] lr: 9.976e-06, eta: 6:34:03, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1882, decode.acc_seg: 91.8231, aux.loss_ce: 0.1290, aux.acc_seg: 87.3483, loss: 0.3172 +2024-03-06 10:51:25,185 - mmseg - INFO - Iter [113700/160000] lr: 9.966e-06, eta: 6:33:39, time: 0.555, data_time: 0.058, memory: 6292, decode.loss_ce: 0.1784, decode.acc_seg: 92.2327, aux.loss_ce: 0.1206, aux.acc_seg: 87.9890, loss: 0.2991 +2024-03-06 10:51:50,254 - mmseg - INFO - Iter [113750/160000] lr: 9.955e-06, eta: 6:33:13, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1746, decode.acc_seg: 92.5084, aux.loss_ce: 0.1180, aux.acc_seg: 88.4196, loss: 0.2926 +2024-03-06 10:52:15,205 - mmseg - INFO - Iter [113800/160000] lr: 9.944e-06, eta: 6:32:47, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1743, decode.acc_seg: 92.5754, aux.loss_ce: 0.1176, aux.acc_seg: 88.4418, loss: 0.2919 +2024-03-06 10:52:40,172 - mmseg - INFO - Iter [113850/160000] lr: 9.933e-06, eta: 6:32:21, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.5130, aux.loss_ce: 0.1221, aux.acc_seg: 88.0410, loss: 0.3010 +2024-03-06 10:53:05,283 - mmseg - INFO - Iter [113900/160000] lr: 9.922e-06, eta: 6:31:56, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1768, decode.acc_seg: 92.5421, aux.loss_ce: 0.1202, aux.acc_seg: 88.4644, loss: 0.2970 +2024-03-06 10:53:30,292 - mmseg - INFO - Iter [113950/160000] lr: 9.912e-06, eta: 6:31:30, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1722, decode.acc_seg: 92.4832, aux.loss_ce: 0.1222, aux.acc_seg: 87.6491, loss: 0.2945 +2024-03-06 10:53:55,264 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 10:53:55,265 - mmseg - INFO - Iter [114000/160000] lr: 9.901e-06, eta: 6:31:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1734, decode.acc_seg: 92.4872, aux.loss_ce: 0.1190, aux.acc_seg: 88.1987, loss: 0.2924 +2024-03-06 10:54:20,372 - mmseg - INFO - Iter [114050/160000] lr: 9.890e-06, eta: 6:30:39, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1699, decode.acc_seg: 92.7031, aux.loss_ce: 0.1145, aux.acc_seg: 88.8608, loss: 0.2844 +2024-03-06 10:54:45,361 - mmseg - INFO - Iter [114100/160000] lr: 9.879e-06, eta: 6:30:13, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1769, decode.acc_seg: 92.4489, aux.loss_ce: 0.1200, aux.acc_seg: 88.2581, loss: 0.2970 +2024-03-06 10:55:10,352 - mmseg - INFO - Iter [114150/160000] lr: 9.869e-06, eta: 6:29:47, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1725, decode.acc_seg: 92.6519, aux.loss_ce: 0.1176, aux.acc_seg: 88.4163, loss: 0.2901 +2024-03-06 10:55:35,415 - mmseg - INFO - Iter [114200/160000] lr: 9.858e-06, eta: 6:29:22, time: 0.501, data_time: 0.013, memory: 6292, decode.loss_ce: 0.1642, decode.acc_seg: 92.8945, aux.loss_ce: 0.1131, aux.acc_seg: 88.9150, loss: 0.2773 +2024-03-06 10:56:00,299 - mmseg - INFO - Iter [114250/160000] lr: 9.847e-06, eta: 6:28:56, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.4531, aux.loss_ce: 0.1223, aux.acc_seg: 88.0366, loss: 0.2974 +2024-03-06 10:56:25,386 - mmseg - INFO - Iter [114300/160000] lr: 9.836e-06, eta: 6:28:30, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1685, decode.acc_seg: 92.6963, aux.loss_ce: 0.1178, aux.acc_seg: 88.4544, loss: 0.2863 +2024-03-06 10:56:50,582 - mmseg - INFO - Iter [114350/160000] lr: 9.826e-06, eta: 6:28:05, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1703, decode.acc_seg: 92.6856, aux.loss_ce: 0.1198, aux.acc_seg: 88.3454, loss: 0.2901 +2024-03-06 10:57:15,466 - mmseg - INFO - Iter [114400/160000] lr: 9.815e-06, eta: 6:27:39, time: 0.498, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1699, decode.acc_seg: 92.7227, aux.loss_ce: 0.1144, aux.acc_seg: 88.7586, loss: 0.2844 +2024-03-06 10:57:40,514 - mmseg - INFO - Iter [114450/160000] lr: 9.804e-06, eta: 6:27:13, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1788, decode.acc_seg: 92.3822, aux.loss_ce: 0.1204, aux.acc_seg: 88.4165, loss: 0.2992 +2024-03-06 10:58:05,479 - mmseg - INFO - Iter [114500/160000] lr: 9.793e-06, eta: 6:26:47, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1819, decode.acc_seg: 92.1932, aux.loss_ce: 0.1276, aux.acc_seg: 87.3133, loss: 0.3095 +2024-03-06 10:58:30,613 - mmseg - INFO - Iter [114550/160000] lr: 9.783e-06, eta: 6:26:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1682, decode.acc_seg: 92.9571, aux.loss_ce: 0.1115, aux.acc_seg: 89.2663, loss: 0.2797 +2024-03-06 10:58:55,589 - mmseg - INFO - Iter [114600/160000] lr: 9.772e-06, eta: 6:25:56, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1646, decode.acc_seg: 92.8538, aux.loss_ce: 0.1149, aux.acc_seg: 88.6036, loss: 0.2794 +2024-03-06 10:59:20,675 - mmseg - INFO - Iter [114650/160000] lr: 9.761e-06, eta: 6:25:30, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1794, decode.acc_seg: 92.3123, aux.loss_ce: 0.1220, aux.acc_seg: 88.0999, loss: 0.3014 +2024-03-06 10:59:45,710 - mmseg - INFO - Iter [114700/160000] lr: 9.750e-06, eta: 6:25:05, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1747, decode.acc_seg: 92.3900, aux.loss_ce: 0.1209, aux.acc_seg: 88.0915, loss: 0.2957 +2024-03-06 11:00:10,832 - mmseg - INFO - Iter [114750/160000] lr: 9.740e-06, eta: 6:24:39, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1757, decode.acc_seg: 92.5221, aux.loss_ce: 0.1171, aux.acc_seg: 88.5244, loss: 0.2929 +2024-03-06 11:00:35,918 - mmseg - INFO - Iter [114800/160000] lr: 9.729e-06, eta: 6:24:13, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1790, decode.acc_seg: 92.1919, aux.loss_ce: 0.1206, aux.acc_seg: 87.9211, loss: 0.2997 +2024-03-06 11:01:00,982 - mmseg - INFO - Iter [114850/160000] lr: 9.718e-06, eta: 6:23:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1823, decode.acc_seg: 92.1215, aux.loss_ce: 0.1273, aux.acc_seg: 87.5759, loss: 0.3096 +2024-03-06 11:01:26,118 - mmseg - INFO - Iter [114900/160000] lr: 9.707e-06, eta: 6:23:22, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1824, decode.acc_seg: 92.2150, aux.loss_ce: 0.1211, aux.acc_seg: 88.1302, loss: 0.3035 +2024-03-06 11:01:54,083 - mmseg - INFO - Iter [114950/160000] lr: 9.696e-06, eta: 6:22:57, time: 0.559, data_time: 0.060, memory: 6292, decode.loss_ce: 0.1682, decode.acc_seg: 92.6742, aux.loss_ce: 0.1199, aux.acc_seg: 88.1237, loss: 0.2881 +2024-03-06 11:02:19,007 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:02:19,007 - mmseg - INFO - Iter [115000/160000] lr: 9.686e-06, eta: 6:22:32, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1582, decode.acc_seg: 93.2223, aux.loss_ce: 0.1128, aux.acc_seg: 89.0036, loss: 0.2711 +2024-03-06 11:02:44,009 - mmseg - INFO - Iter [115050/160000] lr: 9.675e-06, eta: 6:22:06, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1695, decode.acc_seg: 92.7387, aux.loss_ce: 0.1168, aux.acc_seg: 88.7427, loss: 0.2862 +2024-03-06 11:03:08,997 - mmseg - INFO - Iter [115100/160000] lr: 9.664e-06, eta: 6:21:40, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1688, decode.acc_seg: 92.8734, aux.loss_ce: 0.1146, aux.acc_seg: 88.9614, loss: 0.2834 +2024-03-06 11:03:34,016 - mmseg - INFO - Iter [115150/160000] lr: 9.653e-06, eta: 6:21:15, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1704, decode.acc_seg: 92.8075, aux.loss_ce: 0.1151, aux.acc_seg: 88.6994, loss: 0.2856 +2024-03-06 11:03:59,084 - mmseg - INFO - Iter [115200/160000] lr: 9.643e-06, eta: 6:20:49, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1759, decode.acc_seg: 92.4030, aux.loss_ce: 0.1199, aux.acc_seg: 88.2573, loss: 0.2958 +2024-03-06 11:04:23,960 - mmseg - INFO - Iter [115250/160000] lr: 9.632e-06, eta: 6:20:23, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1729, decode.acc_seg: 92.6494, aux.loss_ce: 0.1244, aux.acc_seg: 87.9664, loss: 0.2973 +2024-03-06 11:04:49,012 - mmseg - INFO - Iter [115300/160000] lr: 9.621e-06, eta: 6:19:58, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 93.0082, aux.loss_ce: 0.1119, aux.acc_seg: 88.9185, loss: 0.2738 +2024-03-06 11:05:14,107 - mmseg - INFO - Iter [115350/160000] lr: 9.610e-06, eta: 6:19:32, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1673, decode.acc_seg: 92.8704, aux.loss_ce: 0.1137, aux.acc_seg: 88.9847, loss: 0.2810 +2024-03-06 11:05:39,197 - mmseg - INFO - Iter [115400/160000] lr: 9.600e-06, eta: 6:19:06, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1794, decode.acc_seg: 92.1973, aux.loss_ce: 0.1238, aux.acc_seg: 87.7749, loss: 0.3032 +2024-03-06 11:06:04,200 - mmseg - INFO - Iter [115450/160000] lr: 9.589e-06, eta: 6:18:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.6178, aux.loss_ce: 0.1188, aux.acc_seg: 88.5606, loss: 0.2932 +2024-03-06 11:06:29,163 - mmseg - INFO - Iter [115500/160000] lr: 9.578e-06, eta: 6:18:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1667, decode.acc_seg: 92.7902, aux.loss_ce: 0.1160, aux.acc_seg: 88.5343, loss: 0.2827 +2024-03-06 11:06:54,201 - mmseg - INFO - Iter [115550/160000] lr: 9.567e-06, eta: 6:17:49, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.6800, aux.loss_ce: 0.1151, aux.acc_seg: 88.6055, loss: 0.2829 +2024-03-06 11:07:19,317 - mmseg - INFO - Iter [115600/160000] lr: 9.557e-06, eta: 6:17:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1703, decode.acc_seg: 92.7268, aux.loss_ce: 0.1173, aux.acc_seg: 88.4249, loss: 0.2876 +2024-03-06 11:07:44,412 - mmseg - INFO - Iter [115650/160000] lr: 9.546e-06, eta: 6:16:58, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1686, decode.acc_seg: 92.6789, aux.loss_ce: 0.1184, aux.acc_seg: 88.5407, loss: 0.2870 +2024-03-06 11:08:09,648 - mmseg - INFO - Iter [115700/160000] lr: 9.535e-06, eta: 6:16:32, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1867, decode.acc_seg: 92.0227, aux.loss_ce: 0.1268, aux.acc_seg: 87.7138, loss: 0.3135 +2024-03-06 11:08:34,598 - mmseg - INFO - Iter [115750/160000] lr: 9.524e-06, eta: 6:16:07, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1815, decode.acc_seg: 92.2194, aux.loss_ce: 0.1221, aux.acc_seg: 88.1602, loss: 0.3036 +2024-03-06 11:08:59,701 - mmseg - INFO - Iter [115800/160000] lr: 9.514e-06, eta: 6:15:41, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1669, decode.acc_seg: 92.7194, aux.loss_ce: 0.1132, aux.acc_seg: 88.8104, loss: 0.2801 +2024-03-06 11:09:24,479 - mmseg - INFO - Iter [115850/160000] lr: 9.503e-06, eta: 6:15:15, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1789, decode.acc_seg: 92.2737, aux.loss_ce: 0.1207, aux.acc_seg: 88.1946, loss: 0.2995 +2024-03-06 11:09:49,389 - mmseg - INFO - Iter [115900/160000] lr: 9.492e-06, eta: 6:14:49, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1838, decode.acc_seg: 92.1590, aux.loss_ce: 0.1266, aux.acc_seg: 87.6385, loss: 0.3104 +2024-03-06 11:10:14,333 - mmseg - INFO - Iter [115950/160000] lr: 9.481e-06, eta: 6:14:24, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1728, decode.acc_seg: 92.4937, aux.loss_ce: 0.1227, aux.acc_seg: 87.9019, loss: 0.2955 +2024-03-06 11:10:39,551 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:10:39,551 - mmseg - INFO - Iter [116000/160000] lr: 9.470e-06, eta: 6:13:58, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1657, decode.acc_seg: 92.9002, aux.loss_ce: 0.1162, aux.acc_seg: 88.7845, loss: 0.2819 +2024-03-06 11:11:04,762 - mmseg - INFO - Iter [116050/160000] lr: 9.460e-06, eta: 6:13:32, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1737, decode.acc_seg: 92.4620, aux.loss_ce: 0.1170, aux.acc_seg: 88.5312, loss: 0.2907 +2024-03-06 11:11:29,878 - mmseg - INFO - Iter [116100/160000] lr: 9.449e-06, eta: 6:13:07, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1803, decode.acc_seg: 92.4817, aux.loss_ce: 0.1234, aux.acc_seg: 88.1164, loss: 0.3037 +2024-03-06 11:11:54,960 - mmseg - INFO - Iter [116150/160000] lr: 9.438e-06, eta: 6:12:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1735, decode.acc_seg: 92.6061, aux.loss_ce: 0.1199, aux.acc_seg: 88.2048, loss: 0.2934 +2024-03-06 11:12:22,987 - mmseg - INFO - Iter [116200/160000] lr: 9.427e-06, eta: 6:12:17, time: 0.561, data_time: 0.065, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.4381, aux.loss_ce: 0.1238, aux.acc_seg: 87.8551, loss: 0.2981 +2024-03-06 11:12:48,124 - mmseg - INFO - Iter [116250/160000] lr: 9.417e-06, eta: 6:11:51, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1737, decode.acc_seg: 92.4554, aux.loss_ce: 0.1197, aux.acc_seg: 88.2346, loss: 0.2934 +2024-03-06 11:13:13,192 - mmseg - INFO - Iter [116300/160000] lr: 9.406e-06, eta: 6:11:25, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1634, decode.acc_seg: 93.0136, aux.loss_ce: 0.1124, aux.acc_seg: 89.0558, loss: 0.2758 +2024-03-06 11:13:38,228 - mmseg - INFO - Iter [116350/160000] lr: 9.395e-06, eta: 6:11:00, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1756, decode.acc_seg: 92.5990, aux.loss_ce: 0.1225, aux.acc_seg: 88.2316, loss: 0.2981 +2024-03-06 11:14:03,291 - mmseg - INFO - Iter [116400/160000] lr: 9.384e-06, eta: 6:10:34, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1692, decode.acc_seg: 92.7363, aux.loss_ce: 0.1145, aux.acc_seg: 88.6930, loss: 0.2837 +2024-03-06 11:14:28,232 - mmseg - INFO - Iter [116450/160000] lr: 9.374e-06, eta: 6:10:08, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1708, decode.acc_seg: 92.8046, aux.loss_ce: 0.1174, aux.acc_seg: 88.6546, loss: 0.2882 +2024-03-06 11:14:53,153 - mmseg - INFO - Iter [116500/160000] lr: 9.363e-06, eta: 6:09:43, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1709, decode.acc_seg: 92.7956, aux.loss_ce: 0.1160, aux.acc_seg: 88.8900, loss: 0.2869 +2024-03-06 11:15:17,981 - mmseg - INFO - Iter [116550/160000] lr: 9.352e-06, eta: 6:09:17, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1639, decode.acc_seg: 92.8832, aux.loss_ce: 0.1109, aux.acc_seg: 89.0024, loss: 0.2748 +2024-03-06 11:15:43,148 - mmseg - INFO - Iter [116600/160000] lr: 9.341e-06, eta: 6:08:51, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1702, decode.acc_seg: 92.7494, aux.loss_ce: 0.1199, aux.acc_seg: 88.3852, loss: 0.2901 +2024-03-06 11:16:08,126 - mmseg - INFO - Iter [116650/160000] lr: 9.331e-06, eta: 6:08:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1707, decode.acc_seg: 92.4817, aux.loss_ce: 0.1154, aux.acc_seg: 88.3996, loss: 0.2861 +2024-03-06 11:16:33,145 - mmseg - INFO - Iter [116700/160000] lr: 9.320e-06, eta: 6:08:00, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1765, decode.acc_seg: 92.6971, aux.loss_ce: 0.1187, aux.acc_seg: 88.7547, loss: 0.2952 +2024-03-06 11:16:57,997 - mmseg - INFO - Iter [116750/160000] lr: 9.309e-06, eta: 6:07:34, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1706, decode.acc_seg: 92.6081, aux.loss_ce: 0.1210, aux.acc_seg: 87.7337, loss: 0.2916 +2024-03-06 11:17:23,240 - mmseg - INFO - Iter [116800/160000] lr: 9.298e-06, eta: 6:07:09, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1807, decode.acc_seg: 92.0744, aux.loss_ce: 0.1195, aux.acc_seg: 87.9935, loss: 0.3003 +2024-03-06 11:17:48,154 - mmseg - INFO - Iter [116850/160000] lr: 9.288e-06, eta: 6:06:43, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1813, decode.acc_seg: 92.0512, aux.loss_ce: 0.1208, aux.acc_seg: 87.9181, loss: 0.3021 +2024-03-06 11:18:12,909 - mmseg - INFO - Iter [116900/160000] lr: 9.277e-06, eta: 6:06:17, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1818, decode.acc_seg: 92.1521, aux.loss_ce: 0.1240, aux.acc_seg: 87.9963, loss: 0.3059 +2024-03-06 11:18:37,817 - mmseg - INFO - Iter [116950/160000] lr: 9.266e-06, eta: 6:05:51, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1785, decode.acc_seg: 92.5526, aux.loss_ce: 0.1139, aux.acc_seg: 88.8139, loss: 0.2924 +2024-03-06 11:19:02,948 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:19:02,948 - mmseg - INFO - Iter [117000/160000] lr: 9.255e-06, eta: 6:05:26, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1656, decode.acc_seg: 92.8856, aux.loss_ce: 0.1141, aux.acc_seg: 88.8282, loss: 0.2797 +2024-03-06 11:19:28,143 - mmseg - INFO - Iter [117050/160000] lr: 9.244e-06, eta: 6:05:00, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1717, decode.acc_seg: 92.5615, aux.loss_ce: 0.1179, aux.acc_seg: 88.3409, loss: 0.2896 +2024-03-06 11:19:53,114 - mmseg - INFO - Iter [117100/160000] lr: 9.234e-06, eta: 6:04:34, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1697, decode.acc_seg: 92.6195, aux.loss_ce: 0.1144, aux.acc_seg: 88.5758, loss: 0.2841 +2024-03-06 11:20:18,156 - mmseg - INFO - Iter [117150/160000] lr: 9.223e-06, eta: 6:04:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1644, decode.acc_seg: 93.0158, aux.loss_ce: 0.1160, aux.acc_seg: 88.6917, loss: 0.2804 +2024-03-06 11:20:43,146 - mmseg - INFO - Iter [117200/160000] lr: 9.212e-06, eta: 6:03:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1668, decode.acc_seg: 92.6766, aux.loss_ce: 0.1151, aux.acc_seg: 88.6762, loss: 0.2818 +2024-03-06 11:21:08,269 - mmseg - INFO - Iter [117250/160000] lr: 9.201e-06, eta: 6:03:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1689, decode.acc_seg: 92.5083, aux.loss_ce: 0.1159, aux.acc_seg: 88.4150, loss: 0.2847 +2024-03-06 11:21:33,388 - mmseg - INFO - Iter [117300/160000] lr: 9.191e-06, eta: 6:02:52, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1820, decode.acc_seg: 92.1949, aux.loss_ce: 0.1243, aux.acc_seg: 87.9171, loss: 0.3063 +2024-03-06 11:21:58,238 - mmseg - INFO - Iter [117350/160000] lr: 9.180e-06, eta: 6:02:26, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1709, decode.acc_seg: 92.7160, aux.loss_ce: 0.1156, aux.acc_seg: 88.7588, loss: 0.2864 +2024-03-06 11:22:23,215 - mmseg - INFO - Iter [117400/160000] lr: 9.169e-06, eta: 6:02:00, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.8143, aux.loss_ce: 0.1154, aux.acc_seg: 88.7422, loss: 0.2832 +2024-03-06 11:22:48,526 - mmseg - INFO - Iter [117450/160000] lr: 9.158e-06, eta: 6:01:35, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1672, decode.acc_seg: 92.7915, aux.loss_ce: 0.1188, aux.acc_seg: 88.4252, loss: 0.2860 +2024-03-06 11:23:16,527 - mmseg - INFO - Iter [117500/160000] lr: 9.148e-06, eta: 6:01:10, time: 0.560, data_time: 0.064, memory: 6292, decode.loss_ce: 0.1606, decode.acc_seg: 93.0839, aux.loss_ce: 0.1139, aux.acc_seg: 88.7683, loss: 0.2745 +2024-03-06 11:23:41,699 - mmseg - INFO - Iter [117550/160000] lr: 9.137e-06, eta: 6:00:45, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1622, decode.acc_seg: 92.9805, aux.loss_ce: 0.1141, aux.acc_seg: 88.7280, loss: 0.2763 +2024-03-06 11:24:06,721 - mmseg - INFO - Iter [117600/160000] lr: 9.126e-06, eta: 6:00:19, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1668, decode.acc_seg: 92.9076, aux.loss_ce: 0.1136, aux.acc_seg: 88.8523, loss: 0.2804 +2024-03-06 11:24:31,701 - mmseg - INFO - Iter [117650/160000] lr: 9.115e-06, eta: 5:59:53, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1633, decode.acc_seg: 92.8411, aux.loss_ce: 0.1119, aux.acc_seg: 88.5536, loss: 0.2752 +2024-03-06 11:24:56,692 - mmseg - INFO - Iter [117700/160000] lr: 9.105e-06, eta: 5:59:28, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1717, decode.acc_seg: 92.6752, aux.loss_ce: 0.1196, aux.acc_seg: 88.5272, loss: 0.2913 +2024-03-06 11:25:21,689 - mmseg - INFO - Iter [117750/160000] lr: 9.094e-06, eta: 5:59:02, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1682, decode.acc_seg: 92.8163, aux.loss_ce: 0.1183, aux.acc_seg: 88.3916, loss: 0.2865 +2024-03-06 11:25:46,756 - mmseg - INFO - Iter [117800/160000] lr: 9.083e-06, eta: 5:58:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.5824, aux.loss_ce: 0.1162, aux.acc_seg: 88.6124, loss: 0.2906 +2024-03-06 11:26:11,920 - mmseg - INFO - Iter [117850/160000] lr: 9.072e-06, eta: 5:58:11, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1738, decode.acc_seg: 92.6299, aux.loss_ce: 0.1191, aux.acc_seg: 88.3054, loss: 0.2929 +2024-03-06 11:26:36,967 - mmseg - INFO - Iter [117900/160000] lr: 9.062e-06, eta: 5:57:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1641, decode.acc_seg: 92.9662, aux.loss_ce: 0.1152, aux.acc_seg: 88.7045, loss: 0.2792 +2024-03-06 11:27:02,060 - mmseg - INFO - Iter [117950/160000] lr: 9.051e-06, eta: 5:57:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1623, decode.acc_seg: 92.8637, aux.loss_ce: 0.1109, aux.acc_seg: 89.0305, loss: 0.2732 +2024-03-06 11:27:27,060 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:27:27,060 - mmseg - INFO - Iter [118000/160000] lr: 9.040e-06, eta: 5:56:54, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1616, decode.acc_seg: 92.8346, aux.loss_ce: 0.1088, aux.acc_seg: 89.0241, loss: 0.2705 +2024-03-06 11:27:51,864 - mmseg - INFO - Iter [118050/160000] lr: 9.029e-06, eta: 5:56:28, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1731, decode.acc_seg: 92.6131, aux.loss_ce: 0.1163, aux.acc_seg: 88.7411, loss: 0.2894 +2024-03-06 11:28:16,717 - mmseg - INFO - Iter [118100/160000] lr: 9.019e-06, eta: 5:56:02, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1742, decode.acc_seg: 92.5695, aux.loss_ce: 0.1192, aux.acc_seg: 88.2299, loss: 0.2934 +2024-03-06 11:28:41,754 - mmseg - INFO - Iter [118150/160000] lr: 9.008e-06, eta: 5:55:37, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1772, decode.acc_seg: 92.3367, aux.loss_ce: 0.1213, aux.acc_seg: 88.1112, loss: 0.2985 +2024-03-06 11:29:06,712 - mmseg - INFO - Iter [118200/160000] lr: 8.997e-06, eta: 5:55:11, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1718, decode.acc_seg: 92.6829, aux.loss_ce: 0.1193, aux.acc_seg: 88.4209, loss: 0.2911 +2024-03-06 11:29:31,774 - mmseg - INFO - Iter [118250/160000] lr: 8.986e-06, eta: 5:54:45, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1742, decode.acc_seg: 92.4564, aux.loss_ce: 0.1190, aux.acc_seg: 88.2727, loss: 0.2932 +2024-03-06 11:29:56,703 - mmseg - INFO - Iter [118300/160000] lr: 8.975e-06, eta: 5:54:20, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1676, decode.acc_seg: 92.9627, aux.loss_ce: 0.1146, aux.acc_seg: 89.1417, loss: 0.2822 +2024-03-06 11:30:21,687 - mmseg - INFO - Iter [118350/160000] lr: 8.965e-06, eta: 5:53:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1713, decode.acc_seg: 92.5746, aux.loss_ce: 0.1158, aux.acc_seg: 88.7373, loss: 0.2871 +2024-03-06 11:30:47,014 - mmseg - INFO - Iter [118400/160000] lr: 8.954e-06, eta: 5:53:28, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1613, decode.acc_seg: 93.0764, aux.loss_ce: 0.1116, aux.acc_seg: 89.0770, loss: 0.2729 +2024-03-06 11:31:12,136 - mmseg - INFO - Iter [118450/160000] lr: 8.943e-06, eta: 5:53:03, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1800, decode.acc_seg: 92.4652, aux.loss_ce: 0.1245, aux.acc_seg: 87.8995, loss: 0.3045 +2024-03-06 11:31:37,063 - mmseg - INFO - Iter [118500/160000] lr: 8.932e-06, eta: 5:52:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1692, decode.acc_seg: 92.7643, aux.loss_ce: 0.1134, aux.acc_seg: 88.7901, loss: 0.2826 +2024-03-06 11:32:02,120 - mmseg - INFO - Iter [118550/160000] lr: 8.922e-06, eta: 5:52:11, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.8869, aux.loss_ce: 0.1183, aux.acc_seg: 88.5172, loss: 0.2846 +2024-03-06 11:32:27,032 - mmseg - INFO - Iter [118600/160000] lr: 8.911e-06, eta: 5:51:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1753, decode.acc_seg: 92.4438, aux.loss_ce: 0.1247, aux.acc_seg: 87.9158, loss: 0.3000 +2024-03-06 11:32:51,800 - mmseg - INFO - Iter [118650/160000] lr: 8.900e-06, eta: 5:51:20, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1810, decode.acc_seg: 92.0798, aux.loss_ce: 0.1202, aux.acc_seg: 88.0273, loss: 0.3011 +2024-03-06 11:33:16,527 - mmseg - INFO - Iter [118700/160000] lr: 8.889e-06, eta: 5:50:54, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1713, decode.acc_seg: 92.6087, aux.loss_ce: 0.1155, aux.acc_seg: 88.5019, loss: 0.2868 +2024-03-06 11:33:44,399 - mmseg - INFO - Iter [118750/160000] lr: 8.879e-06, eta: 5:50:30, time: 0.557, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1605, decode.acc_seg: 92.9907, aux.loss_ce: 0.1089, aux.acc_seg: 89.1098, loss: 0.2693 +2024-03-06 11:34:09,582 - mmseg - INFO - Iter [118800/160000] lr: 8.868e-06, eta: 5:50:04, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1620, decode.acc_seg: 92.9186, aux.loss_ce: 0.1095, aux.acc_seg: 88.9006, loss: 0.2715 +2024-03-06 11:34:34,304 - mmseg - INFO - Iter [118850/160000] lr: 8.857e-06, eta: 5:49:38, time: 0.494, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1702, decode.acc_seg: 92.7441, aux.loss_ce: 0.1146, aux.acc_seg: 88.6989, loss: 0.2848 +2024-03-06 11:34:59,425 - mmseg - INFO - Iter [118900/160000] lr: 8.846e-06, eta: 5:49:13, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1723, decode.acc_seg: 92.6162, aux.loss_ce: 0.1188, aux.acc_seg: 88.4151, loss: 0.2910 +2024-03-06 11:35:24,516 - mmseg - INFO - Iter [118950/160000] lr: 8.836e-06, eta: 5:48:47, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.2139, aux.loss_ce: 0.1046, aux.acc_seg: 89.1592, loss: 0.2596 +2024-03-06 11:35:49,514 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:35:49,514 - mmseg - INFO - Iter [119000/160000] lr: 8.825e-06, eta: 5:48:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1641, decode.acc_seg: 93.0005, aux.loss_ce: 0.1140, aux.acc_seg: 88.9249, loss: 0.2781 +2024-03-06 11:36:14,635 - mmseg - INFO - Iter [119050/160000] lr: 8.814e-06, eta: 5:47:56, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1719, decode.acc_seg: 92.7351, aux.loss_ce: 0.1153, aux.acc_seg: 88.8280, loss: 0.2872 +2024-03-06 11:36:39,716 - mmseg - INFO - Iter [119100/160000] lr: 8.803e-06, eta: 5:47:30, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1628, decode.acc_seg: 92.8668, aux.loss_ce: 0.1155, aux.acc_seg: 88.4096, loss: 0.2784 +2024-03-06 11:37:04,836 - mmseg - INFO - Iter [119150/160000] lr: 8.793e-06, eta: 5:47:04, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1684, decode.acc_seg: 92.8681, aux.loss_ce: 0.1160, aux.acc_seg: 88.6275, loss: 0.2844 +2024-03-06 11:37:29,877 - mmseg - INFO - Iter [119200/160000] lr: 8.782e-06, eta: 5:46:39, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1779, decode.acc_seg: 92.4247, aux.loss_ce: 0.1213, aux.acc_seg: 88.2542, loss: 0.2992 +2024-03-06 11:37:54,810 - mmseg - INFO - Iter [119250/160000] lr: 8.771e-06, eta: 5:46:13, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.9488, aux.loss_ce: 0.1184, aux.acc_seg: 88.5292, loss: 0.2862 +2024-03-06 11:38:19,921 - mmseg - INFO - Iter [119300/160000] lr: 8.760e-06, eta: 5:45:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1711, decode.acc_seg: 92.7003, aux.loss_ce: 0.1210, aux.acc_seg: 88.4147, loss: 0.2921 +2024-03-06 11:38:44,885 - mmseg - INFO - Iter [119350/160000] lr: 8.749e-06, eta: 5:45:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1667, decode.acc_seg: 92.9076, aux.loss_ce: 0.1168, aux.acc_seg: 88.6699, loss: 0.2835 +2024-03-06 11:39:09,821 - mmseg - INFO - Iter [119400/160000] lr: 8.739e-06, eta: 5:44:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1662, decode.acc_seg: 92.7740, aux.loss_ce: 0.1139, aux.acc_seg: 88.8502, loss: 0.2800 +2024-03-06 11:39:34,779 - mmseg - INFO - Iter [119450/160000] lr: 8.728e-06, eta: 5:44:30, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1668, decode.acc_seg: 92.9215, aux.loss_ce: 0.1144, aux.acc_seg: 88.7492, loss: 0.2812 +2024-03-06 11:39:59,766 - mmseg - INFO - Iter [119500/160000] lr: 8.717e-06, eta: 5:44:05, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1682, decode.acc_seg: 92.8233, aux.loss_ce: 0.1153, aux.acc_seg: 88.5839, loss: 0.2835 +2024-03-06 11:40:24,788 - mmseg - INFO - Iter [119550/160000] lr: 8.706e-06, eta: 5:43:39, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1736, decode.acc_seg: 92.4735, aux.loss_ce: 0.1179, aux.acc_seg: 88.2393, loss: 0.2915 +2024-03-06 11:40:49,882 - mmseg - INFO - Iter [119600/160000] lr: 8.696e-06, eta: 5:43:14, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1685, decode.acc_seg: 92.8484, aux.loss_ce: 0.1173, aux.acc_seg: 88.5848, loss: 0.2858 +2024-03-06 11:41:14,951 - mmseg - INFO - Iter [119650/160000] lr: 8.685e-06, eta: 5:42:48, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1700, decode.acc_seg: 92.6971, aux.loss_ce: 0.1172, aux.acc_seg: 88.4307, loss: 0.2872 +2024-03-06 11:41:39,893 - mmseg - INFO - Iter [119700/160000] lr: 8.674e-06, eta: 5:42:22, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1589, decode.acc_seg: 92.9424, aux.loss_ce: 0.1110, aux.acc_seg: 88.8329, loss: 0.2698 +2024-03-06 11:42:04,945 - mmseg - INFO - Iter [119750/160000] lr: 8.663e-06, eta: 5:41:57, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1665, decode.acc_seg: 92.9710, aux.loss_ce: 0.1159, aux.acc_seg: 88.6442, loss: 0.2824 +2024-03-06 11:42:30,168 - mmseg - INFO - Iter [119800/160000] lr: 8.653e-06, eta: 5:41:31, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1884, decode.acc_seg: 92.1630, aux.loss_ce: 0.1272, aux.acc_seg: 87.7468, loss: 0.3156 +2024-03-06 11:42:55,151 - mmseg - INFO - Iter [119850/160000] lr: 8.642e-06, eta: 5:41:05, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1700, decode.acc_seg: 92.5173, aux.loss_ce: 0.1172, aux.acc_seg: 88.3345, loss: 0.2872 +2024-03-06 11:43:20,055 - mmseg - INFO - Iter [119900/160000] lr: 8.631e-06, eta: 5:40:40, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1702, decode.acc_seg: 92.7200, aux.loss_ce: 0.1179, aux.acc_seg: 88.5468, loss: 0.2881 +2024-03-06 11:43:45,240 - mmseg - INFO - Iter [119950/160000] lr: 8.620e-06, eta: 5:40:14, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1699, decode.acc_seg: 92.7769, aux.loss_ce: 0.1183, aux.acc_seg: 88.5872, loss: 0.2882 +2024-03-06 11:44:13,154 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:44:13,154 - mmseg - INFO - Iter [120000/160000] lr: 8.610e-06, eta: 5:39:49, time: 0.558, data_time: 0.064, memory: 6292, decode.loss_ce: 0.1705, decode.acc_seg: 92.7930, aux.loss_ce: 0.1160, aux.acc_seg: 88.8275, loss: 0.2865 +2024-03-06 11:44:37,895 - mmseg - INFO - Iter [120050/160000] lr: 8.599e-06, eta: 5:39:24, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1694, decode.acc_seg: 92.5927, aux.loss_ce: 0.1189, aux.acc_seg: 88.0688, loss: 0.2883 +2024-03-06 11:45:02,846 - mmseg - INFO - Iter [120100/160000] lr: 8.588e-06, eta: 5:38:58, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1699, decode.acc_seg: 92.7240, aux.loss_ce: 0.1173, aux.acc_seg: 88.5467, loss: 0.2872 +2024-03-06 11:45:28,045 - mmseg - INFO - Iter [120150/160000] lr: 8.577e-06, eta: 5:38:32, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1688, decode.acc_seg: 92.8466, aux.loss_ce: 0.1135, aux.acc_seg: 88.9506, loss: 0.2823 +2024-03-06 11:45:52,973 - mmseg - INFO - Iter [120200/160000] lr: 8.567e-06, eta: 5:38:07, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1732, decode.acc_seg: 92.6312, aux.loss_ce: 0.1161, aux.acc_seg: 88.6625, loss: 0.2893 +2024-03-06 11:46:18,074 - mmseg - INFO - Iter [120250/160000] lr: 8.556e-06, eta: 5:37:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1767, decode.acc_seg: 92.5710, aux.loss_ce: 0.1175, aux.acc_seg: 88.5475, loss: 0.2941 +2024-03-06 11:46:43,039 - mmseg - INFO - Iter [120300/160000] lr: 8.545e-06, eta: 5:37:16, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1672, decode.acc_seg: 92.8380, aux.loss_ce: 0.1155, aux.acc_seg: 88.7396, loss: 0.2826 +2024-03-06 11:47:07,993 - mmseg - INFO - Iter [120350/160000] lr: 8.534e-06, eta: 5:36:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1691, decode.acc_seg: 92.8672, aux.loss_ce: 0.1168, aux.acc_seg: 88.8593, loss: 0.2859 +2024-03-06 11:47:32,934 - mmseg - INFO - Iter [120400/160000] lr: 8.523e-06, eta: 5:36:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1658, decode.acc_seg: 92.7564, aux.loss_ce: 0.1157, aux.acc_seg: 88.6495, loss: 0.2814 +2024-03-06 11:47:57,765 - mmseg - INFO - Iter [120450/160000] lr: 8.513e-06, eta: 5:35:59, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1671, decode.acc_seg: 92.6424, aux.loss_ce: 0.1151, aux.acc_seg: 88.4421, loss: 0.2822 +2024-03-06 11:48:22,608 - mmseg - INFO - Iter [120500/160000] lr: 8.502e-06, eta: 5:35:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1657, decode.acc_seg: 92.8680, aux.loss_ce: 0.1181, aux.acc_seg: 88.3912, loss: 0.2838 +2024-03-06 11:48:47,511 - mmseg - INFO - Iter [120550/160000] lr: 8.491e-06, eta: 5:35:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1664, decode.acc_seg: 92.8387, aux.loss_ce: 0.1181, aux.acc_seg: 88.4572, loss: 0.2845 +2024-03-06 11:49:12,382 - mmseg - INFO - Iter [120600/160000] lr: 8.480e-06, eta: 5:34:41, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1620, decode.acc_seg: 92.8554, aux.loss_ce: 0.1154, aux.acc_seg: 88.4397, loss: 0.2773 +2024-03-06 11:49:37,236 - mmseg - INFO - Iter [120650/160000] lr: 8.470e-06, eta: 5:34:16, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1665, decode.acc_seg: 93.0042, aux.loss_ce: 0.1146, aux.acc_seg: 88.8584, loss: 0.2810 +2024-03-06 11:50:02,419 - mmseg - INFO - Iter [120700/160000] lr: 8.459e-06, eta: 5:33:50, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1655, decode.acc_seg: 92.9062, aux.loss_ce: 0.1101, aux.acc_seg: 89.2131, loss: 0.2756 +2024-03-06 11:50:27,475 - mmseg - INFO - Iter [120750/160000] lr: 8.448e-06, eta: 5:33:25, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1736, decode.acc_seg: 92.7109, aux.loss_ce: 0.1199, aux.acc_seg: 88.5305, loss: 0.2935 +2024-03-06 11:50:52,485 - mmseg - INFO - Iter [120800/160000] lr: 8.437e-06, eta: 5:32:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.8507, aux.loss_ce: 0.1155, aux.acc_seg: 88.6813, loss: 0.2833 +2024-03-06 11:51:17,641 - mmseg - INFO - Iter [120850/160000] lr: 8.427e-06, eta: 5:32:33, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1788, decode.acc_seg: 92.1780, aux.loss_ce: 0.1213, aux.acc_seg: 87.9176, loss: 0.3001 +2024-03-06 11:51:42,777 - mmseg - INFO - Iter [120900/160000] lr: 8.416e-06, eta: 5:32:08, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1707, decode.acc_seg: 92.5252, aux.loss_ce: 0.1208, aux.acc_seg: 88.0744, loss: 0.2915 +2024-03-06 11:52:07,985 - mmseg - INFO - Iter [120950/160000] lr: 8.405e-06, eta: 5:31:42, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1646, decode.acc_seg: 92.8989, aux.loss_ce: 0.1138, aux.acc_seg: 88.7523, loss: 0.2784 +2024-03-06 11:52:32,989 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 11:52:32,989 - mmseg - INFO - Iter [121000/160000] lr: 8.394e-06, eta: 5:31:17, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1734, decode.acc_seg: 92.4610, aux.loss_ce: 0.1184, aux.acc_seg: 88.3848, loss: 0.2919 +2024-03-06 11:52:58,079 - mmseg - INFO - Iter [121050/160000] lr: 8.384e-06, eta: 5:30:51, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1741, decode.acc_seg: 92.3739, aux.loss_ce: 0.1201, aux.acc_seg: 88.0800, loss: 0.2942 +2024-03-06 11:53:23,126 - mmseg - INFO - Iter [121100/160000] lr: 8.373e-06, eta: 5:30:25, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1707, decode.acc_seg: 92.6565, aux.loss_ce: 0.1156, aux.acc_seg: 88.5793, loss: 0.2863 +2024-03-06 11:53:48,342 - mmseg - INFO - Iter [121150/160000] lr: 8.362e-06, eta: 5:30:00, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1679, decode.acc_seg: 92.8808, aux.loss_ce: 0.1146, aux.acc_seg: 88.8823, loss: 0.2825 +2024-03-06 11:54:13,330 - mmseg - INFO - Iter [121200/160000] lr: 8.351e-06, eta: 5:29:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1641, decode.acc_seg: 92.7710, aux.loss_ce: 0.1148, aux.acc_seg: 88.5863, loss: 0.2789 +2024-03-06 11:54:41,186 - mmseg - INFO - Iter [121250/160000] lr: 8.341e-06, eta: 5:29:09, time: 0.557, data_time: 0.062, memory: 6292, decode.loss_ce: 0.1648, decode.acc_seg: 92.9769, aux.loss_ce: 0.1132, aux.acc_seg: 89.0484, loss: 0.2780 +2024-03-06 11:55:06,243 - mmseg - INFO - Iter [121300/160000] lr: 8.330e-06, eta: 5:28:44, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1578, decode.acc_seg: 93.1927, aux.loss_ce: 0.1073, aux.acc_seg: 89.4923, loss: 0.2651 +2024-03-06 11:55:31,360 - mmseg - INFO - Iter [121350/160000] lr: 8.319e-06, eta: 5:28:18, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1669, decode.acc_seg: 92.9015, aux.loss_ce: 0.1128, aux.acc_seg: 89.0804, loss: 0.2797 +2024-03-06 11:55:56,467 - mmseg - INFO - Iter [121400/160000] lr: 8.308e-06, eta: 5:27:53, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1544, decode.acc_seg: 93.3630, aux.loss_ce: 0.1063, aux.acc_seg: 89.6600, loss: 0.2607 +2024-03-06 11:56:21,519 - mmseg - INFO - Iter [121450/160000] lr: 8.297e-06, eta: 5:27:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1637, decode.acc_seg: 92.7785, aux.loss_ce: 0.1153, aux.acc_seg: 88.5723, loss: 0.2789 +2024-03-06 11:56:46,555 - mmseg - INFO - Iter [121500/160000] lr: 8.287e-06, eta: 5:27:01, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 92.7662, aux.loss_ce: 0.1105, aux.acc_seg: 88.8105, loss: 0.2724 +2024-03-06 11:57:11,536 - mmseg - INFO - Iter [121550/160000] lr: 8.276e-06, eta: 5:26:36, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1709, decode.acc_seg: 92.8246, aux.loss_ce: 0.1172, aux.acc_seg: 88.6537, loss: 0.2881 +2024-03-06 11:57:36,729 - mmseg - INFO - Iter [121600/160000] lr: 8.265e-06, eta: 5:26:10, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1576, decode.acc_seg: 93.1695, aux.loss_ce: 0.1110, aux.acc_seg: 88.9309, loss: 0.2685 +2024-03-06 11:58:01,806 - mmseg - INFO - Iter [121650/160000] lr: 8.254e-06, eta: 5:25:44, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1640, decode.acc_seg: 92.9491, aux.loss_ce: 0.1159, aux.acc_seg: 88.6959, loss: 0.2799 +2024-03-06 11:58:26,725 - mmseg - INFO - Iter [121700/160000] lr: 8.244e-06, eta: 5:25:19, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1684, decode.acc_seg: 92.8096, aux.loss_ce: 0.1186, aux.acc_seg: 88.5286, loss: 0.2870 +2024-03-06 11:58:51,644 - mmseg - INFO - Iter [121750/160000] lr: 8.233e-06, eta: 5:24:53, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1699, decode.acc_seg: 92.6869, aux.loss_ce: 0.1166, aux.acc_seg: 88.4754, loss: 0.2865 +2024-03-06 11:59:16,783 - mmseg - INFO - Iter [121800/160000] lr: 8.222e-06, eta: 5:24:28, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1544, decode.acc_seg: 93.1790, aux.loss_ce: 0.1082, aux.acc_seg: 89.2859, loss: 0.2626 +2024-03-06 11:59:41,854 - mmseg - INFO - Iter [121850/160000] lr: 8.211e-06, eta: 5:24:02, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1586, decode.acc_seg: 93.2006, aux.loss_ce: 0.1092, aux.acc_seg: 89.1722, loss: 0.2678 +2024-03-06 12:00:06,776 - mmseg - INFO - Iter [121900/160000] lr: 8.201e-06, eta: 5:23:36, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1744, decode.acc_seg: 92.4529, aux.loss_ce: 0.1230, aux.acc_seg: 87.8230, loss: 0.2974 +2024-03-06 12:00:32,064 - mmseg - INFO - Iter [121950/160000] lr: 8.190e-06, eta: 5:23:11, time: 0.506, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1731, decode.acc_seg: 92.7258, aux.loss_ce: 0.1210, aux.acc_seg: 88.4718, loss: 0.2941 +2024-03-06 12:00:56,993 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:00:56,994 - mmseg - INFO - Iter [122000/160000] lr: 8.179e-06, eta: 5:22:45, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1756, decode.acc_seg: 92.6414, aux.loss_ce: 0.1237, aux.acc_seg: 88.1828, loss: 0.2993 +2024-03-06 12:01:22,223 - mmseg - INFO - Iter [122050/160000] lr: 8.168e-06, eta: 5:22:20, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.6327, aux.loss_ce: 0.1188, aux.acc_seg: 88.3972, loss: 0.2940 +2024-03-06 12:01:47,260 - mmseg - INFO - Iter [122100/160000] lr: 8.158e-06, eta: 5:21:54, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1750, decode.acc_seg: 92.4575, aux.loss_ce: 0.1234, aux.acc_seg: 87.9161, loss: 0.2984 +2024-03-06 12:02:12,225 - mmseg - INFO - Iter [122150/160000] lr: 8.147e-06, eta: 5:21:28, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1687, decode.acc_seg: 92.5911, aux.loss_ce: 0.1222, aux.acc_seg: 87.7189, loss: 0.2909 +2024-03-06 12:02:37,258 - mmseg - INFO - Iter [122200/160000] lr: 8.136e-06, eta: 5:21:03, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1727, decode.acc_seg: 92.7358, aux.loss_ce: 0.1200, aux.acc_seg: 88.4941, loss: 0.2928 +2024-03-06 12:03:02,363 - mmseg - INFO - Iter [122250/160000] lr: 8.125e-06, eta: 5:20:37, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1657, decode.acc_seg: 92.8772, aux.loss_ce: 0.1160, aux.acc_seg: 88.7682, loss: 0.2817 +2024-03-06 12:03:27,532 - mmseg - INFO - Iter [122300/160000] lr: 8.115e-06, eta: 5:20:11, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1711, decode.acc_seg: 92.7927, aux.loss_ce: 0.1174, aux.acc_seg: 88.6779, loss: 0.2885 +2024-03-06 12:03:52,542 - mmseg - INFO - Iter [122350/160000] lr: 8.104e-06, eta: 5:19:46, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 92.8486, aux.loss_ce: 0.1116, aux.acc_seg: 88.7360, loss: 0.2740 +2024-03-06 12:04:17,515 - mmseg - INFO - Iter [122400/160000] lr: 8.093e-06, eta: 5:19:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1811, decode.acc_seg: 92.2611, aux.loss_ce: 0.1260, aux.acc_seg: 87.7880, loss: 0.3072 +2024-03-06 12:04:42,428 - mmseg - INFO - Iter [122450/160000] lr: 8.082e-06, eta: 5:18:55, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1769, decode.acc_seg: 92.3695, aux.loss_ce: 0.1199, aux.acc_seg: 88.3392, loss: 0.2968 +2024-03-06 12:05:07,367 - mmseg - INFO - Iter [122500/160000] lr: 8.071e-06, eta: 5:18:29, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1606, decode.acc_seg: 93.0733, aux.loss_ce: 0.1065, aux.acc_seg: 89.2466, loss: 0.2671 +2024-03-06 12:05:35,334 - mmseg - INFO - Iter [122550/160000] lr: 8.061e-06, eta: 5:18:04, time: 0.559, data_time: 0.064, memory: 6292, decode.loss_ce: 0.1664, decode.acc_seg: 92.8679, aux.loss_ce: 0.1118, aux.acc_seg: 88.9473, loss: 0.2782 +2024-03-06 12:06:00,191 - mmseg - INFO - Iter [122600/160000] lr: 8.050e-06, eta: 5:17:39, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1629, decode.acc_seg: 92.9515, aux.loss_ce: 0.1105, aux.acc_seg: 89.0448, loss: 0.2733 +2024-03-06 12:06:25,196 - mmseg - INFO - Iter [122650/160000] lr: 8.039e-06, eta: 5:17:13, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1773, decode.acc_seg: 92.5584, aux.loss_ce: 0.1205, aux.acc_seg: 88.2254, loss: 0.2978 +2024-03-06 12:06:50,332 - mmseg - INFO - Iter [122700/160000] lr: 8.028e-06, eta: 5:16:47, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1622, decode.acc_seg: 93.0525, aux.loss_ce: 0.1093, aux.acc_seg: 89.1970, loss: 0.2715 +2024-03-06 12:07:15,317 - mmseg - INFO - Iter [122750/160000] lr: 8.018e-06, eta: 5:16:22, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1714, decode.acc_seg: 92.5257, aux.loss_ce: 0.1189, aux.acc_seg: 88.1980, loss: 0.2902 +2024-03-06 12:07:40,496 - mmseg - INFO - Iter [122800/160000] lr: 8.007e-06, eta: 5:15:56, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1591, decode.acc_seg: 92.9771, aux.loss_ce: 0.1144, aux.acc_seg: 88.6692, loss: 0.2735 +2024-03-06 12:08:05,554 - mmseg - INFO - Iter [122850/160000] lr: 7.996e-06, eta: 5:15:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1689, decode.acc_seg: 92.6866, aux.loss_ce: 0.1175, aux.acc_seg: 88.3197, loss: 0.2865 +2024-03-06 12:08:30,781 - mmseg - INFO - Iter [122900/160000] lr: 7.985e-06, eta: 5:15:05, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1584, decode.acc_seg: 93.3215, aux.loss_ce: 0.1090, aux.acc_seg: 89.4846, loss: 0.2674 +2024-03-06 12:08:55,884 - mmseg - INFO - Iter [122950/160000] lr: 7.975e-06, eta: 5:14:39, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1535, decode.acc_seg: 93.3511, aux.loss_ce: 0.1024, aux.acc_seg: 89.5944, loss: 0.2559 +2024-03-06 12:09:20,934 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:09:20,934 - mmseg - INFO - Iter [123000/160000] lr: 7.964e-06, eta: 5:14:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1638, decode.acc_seg: 92.9314, aux.loss_ce: 0.1142, aux.acc_seg: 88.6999, loss: 0.2780 +2024-03-06 12:09:46,104 - mmseg - INFO - Iter [123050/160000] lr: 7.953e-06, eta: 5:13:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1506, decode.acc_seg: 93.3702, aux.loss_ce: 0.1096, aux.acc_seg: 88.9020, loss: 0.2602 +2024-03-06 12:10:11,434 - mmseg - INFO - Iter [123100/160000] lr: 7.942e-06, eta: 5:13:23, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1752, decode.acc_seg: 92.4920, aux.loss_ce: 0.1182, aux.acc_seg: 88.3496, loss: 0.2934 +2024-03-06 12:10:36,548 - mmseg - INFO - Iter [123150/160000] lr: 7.932e-06, eta: 5:12:57, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1751, decode.acc_seg: 92.4378, aux.loss_ce: 0.1188, aux.acc_seg: 88.2562, loss: 0.2939 +2024-03-06 12:11:01,422 - mmseg - INFO - Iter [123200/160000] lr: 7.921e-06, eta: 5:12:31, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1729, decode.acc_seg: 92.6611, aux.loss_ce: 0.1202, aux.acc_seg: 88.3357, loss: 0.2932 +2024-03-06 12:11:26,292 - mmseg - INFO - Iter [123250/160000] lr: 7.910e-06, eta: 5:12:06, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1624, decode.acc_seg: 93.0109, aux.loss_ce: 0.1121, aux.acc_seg: 88.9163, loss: 0.2745 +2024-03-06 12:11:51,074 - mmseg - INFO - Iter [123300/160000] lr: 7.899e-06, eta: 5:11:40, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 93.0974, aux.loss_ce: 0.1121, aux.acc_seg: 89.0526, loss: 0.2740 +2024-03-06 12:12:16,052 - mmseg - INFO - Iter [123350/160000] lr: 7.889e-06, eta: 5:11:14, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1747, decode.acc_seg: 92.7228, aux.loss_ce: 0.1165, aux.acc_seg: 88.8813, loss: 0.2913 +2024-03-06 12:12:41,154 - mmseg - INFO - Iter [123400/160000] lr: 7.878e-06, eta: 5:10:49, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1670, decode.acc_seg: 92.8087, aux.loss_ce: 0.1155, aux.acc_seg: 88.7147, loss: 0.2825 +2024-03-06 12:13:06,334 - mmseg - INFO - Iter [123450/160000] lr: 7.867e-06, eta: 5:10:23, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1613, decode.acc_seg: 93.1306, aux.loss_ce: 0.1109, aux.acc_seg: 89.1269, loss: 0.2722 +2024-03-06 12:13:31,484 - mmseg - INFO - Iter [123500/160000] lr: 7.856e-06, eta: 5:09:58, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1645, decode.acc_seg: 92.8604, aux.loss_ce: 0.1186, aux.acc_seg: 88.3047, loss: 0.2831 +2024-03-06 12:13:56,342 - mmseg - INFO - Iter [123550/160000] lr: 7.845e-06, eta: 5:09:32, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1656, decode.acc_seg: 92.9541, aux.loss_ce: 0.1110, aux.acc_seg: 89.1202, loss: 0.2766 +2024-03-06 12:14:21,484 - mmseg - INFO - Iter [123600/160000] lr: 7.835e-06, eta: 5:09:06, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1629, decode.acc_seg: 92.8513, aux.loss_ce: 0.1154, aux.acc_seg: 88.6700, loss: 0.2783 +2024-03-06 12:14:46,215 - mmseg - INFO - Iter [123650/160000] lr: 7.824e-06, eta: 5:08:41, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1665, decode.acc_seg: 92.7776, aux.loss_ce: 0.1149, aux.acc_seg: 88.9113, loss: 0.2813 +2024-03-06 12:15:11,262 - mmseg - INFO - Iter [123700/160000] lr: 7.813e-06, eta: 5:08:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1758, decode.acc_seg: 92.4552, aux.loss_ce: 0.1165, aux.acc_seg: 88.6079, loss: 0.2923 +2024-03-06 12:15:36,344 - mmseg - INFO - Iter [123750/160000] lr: 7.802e-06, eta: 5:07:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1703, decode.acc_seg: 92.7821, aux.loss_ce: 0.1213, aux.acc_seg: 88.2143, loss: 0.2917 +2024-03-06 12:16:04,495 - mmseg - INFO - Iter [123800/160000] lr: 7.792e-06, eta: 5:07:25, time: 0.563, data_time: 0.061, memory: 6292, decode.loss_ce: 0.1669, decode.acc_seg: 92.9577, aux.loss_ce: 0.1124, aux.acc_seg: 89.0299, loss: 0.2793 +2024-03-06 12:16:29,552 - mmseg - INFO - Iter [123850/160000] lr: 7.781e-06, eta: 5:06:59, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 92.9709, aux.loss_ce: 0.1110, aux.acc_seg: 89.0729, loss: 0.2729 +2024-03-06 12:16:54,530 - mmseg - INFO - Iter [123900/160000] lr: 7.770e-06, eta: 5:06:34, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1682, decode.acc_seg: 92.8017, aux.loss_ce: 0.1136, aux.acc_seg: 88.9492, loss: 0.2818 +2024-03-06 12:17:19,471 - mmseg - INFO - Iter [123950/160000] lr: 7.759e-06, eta: 5:06:08, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1603, decode.acc_seg: 93.1697, aux.loss_ce: 0.1114, aux.acc_seg: 89.1051, loss: 0.2716 +2024-03-06 12:17:44,523 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:17:44,523 - mmseg - INFO - Iter [124000/160000] lr: 7.749e-06, eta: 5:05:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1588, decode.acc_seg: 93.1713, aux.loss_ce: 0.1102, aux.acc_seg: 89.1747, loss: 0.2691 +2024-03-06 12:18:09,547 - mmseg - INFO - Iter [124050/160000] lr: 7.738e-06, eta: 5:05:17, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1722, decode.acc_seg: 92.7496, aux.loss_ce: 0.1161, aux.acc_seg: 88.8153, loss: 0.2883 +2024-03-06 12:18:34,712 - mmseg - INFO - Iter [124100/160000] lr: 7.727e-06, eta: 5:04:51, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1623, decode.acc_seg: 93.0223, aux.loss_ce: 0.1117, aux.acc_seg: 89.1311, loss: 0.2740 +2024-03-06 12:18:59,723 - mmseg - INFO - Iter [124150/160000] lr: 7.716e-06, eta: 5:04:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1653, decode.acc_seg: 92.8824, aux.loss_ce: 0.1160, aux.acc_seg: 88.8353, loss: 0.2813 +2024-03-06 12:19:24,796 - mmseg - INFO - Iter [124200/160000] lr: 7.706e-06, eta: 5:04:00, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1582, decode.acc_seg: 93.1816, aux.loss_ce: 0.1143, aux.acc_seg: 88.6479, loss: 0.2725 +2024-03-06 12:19:50,133 - mmseg - INFO - Iter [124250/160000] lr: 7.695e-06, eta: 5:03:35, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.7701, aux.loss_ce: 0.1162, aux.acc_seg: 88.5038, loss: 0.2825 +2024-03-06 12:20:15,185 - mmseg - INFO - Iter [124300/160000] lr: 7.684e-06, eta: 5:03:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1737, decode.acc_seg: 92.5488, aux.loss_ce: 0.1167, aux.acc_seg: 88.4781, loss: 0.2903 +2024-03-06 12:20:40,188 - mmseg - INFO - Iter [124350/160000] lr: 7.673e-06, eta: 5:02:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1674, decode.acc_seg: 92.8086, aux.loss_ce: 0.1157, aux.acc_seg: 88.5419, loss: 0.2830 +2024-03-06 12:21:05,093 - mmseg - INFO - Iter [124400/160000] lr: 7.663e-06, eta: 5:02:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1584, decode.acc_seg: 93.0393, aux.loss_ce: 0.1096, aux.acc_seg: 89.1290, loss: 0.2680 +2024-03-06 12:21:30,011 - mmseg - INFO - Iter [124450/160000] lr: 7.652e-06, eta: 5:01:52, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1638, decode.acc_seg: 92.7845, aux.loss_ce: 0.1123, aux.acc_seg: 88.6129, loss: 0.2762 +2024-03-06 12:21:54,988 - mmseg - INFO - Iter [124500/160000] lr: 7.641e-06, eta: 5:01:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1559, decode.acc_seg: 93.2934, aux.loss_ce: 0.1075, aux.acc_seg: 89.3579, loss: 0.2635 +2024-03-06 12:22:20,011 - mmseg - INFO - Iter [124550/160000] lr: 7.630e-06, eta: 5:01:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1614, decode.acc_seg: 93.1057, aux.loss_ce: 0.1114, aux.acc_seg: 89.0446, loss: 0.2727 +2024-03-06 12:22:44,929 - mmseg - INFO - Iter [124600/160000] lr: 7.619e-06, eta: 5:00:35, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1712, decode.acc_seg: 92.6395, aux.loss_ce: 0.1210, aux.acc_seg: 88.2523, loss: 0.2922 +2024-03-06 12:23:10,122 - mmseg - INFO - Iter [124650/160000] lr: 7.609e-06, eta: 5:00:10, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1644, decode.acc_seg: 92.8372, aux.loss_ce: 0.1162, aux.acc_seg: 88.4437, loss: 0.2806 +2024-03-06 12:23:35,270 - mmseg - INFO - Iter [124700/160000] lr: 7.598e-06, eta: 4:59:44, time: 0.503, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1669, decode.acc_seg: 92.7388, aux.loss_ce: 0.1152, aux.acc_seg: 88.6492, loss: 0.2821 +2024-03-06 12:24:00,342 - mmseg - INFO - Iter [124750/160000] lr: 7.587e-06, eta: 4:59:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1739, decode.acc_seg: 92.4750, aux.loss_ce: 0.1230, aux.acc_seg: 88.1010, loss: 0.2968 +2024-03-06 12:24:25,572 - mmseg - INFO - Iter [124800/160000] lr: 7.576e-06, eta: 4:58:53, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1769, decode.acc_seg: 92.3690, aux.loss_ce: 0.1167, aux.acc_seg: 88.6870, loss: 0.2936 +2024-03-06 12:24:50,298 - mmseg - INFO - Iter [124850/160000] lr: 7.566e-06, eta: 4:58:27, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1698, decode.acc_seg: 92.5916, aux.loss_ce: 0.1171, aux.acc_seg: 88.4189, loss: 0.2869 +2024-03-06 12:25:15,198 - mmseg - INFO - Iter [124900/160000] lr: 7.555e-06, eta: 4:58:02, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1696, decode.acc_seg: 92.7845, aux.loss_ce: 0.1167, aux.acc_seg: 88.7766, loss: 0.2863 +2024-03-06 12:25:40,129 - mmseg - INFO - Iter [124950/160000] lr: 7.544e-06, eta: 4:57:36, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1680, decode.acc_seg: 92.7737, aux.loss_ce: 0.1140, aux.acc_seg: 88.8194, loss: 0.2820 +2024-03-06 12:26:05,086 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:26:05,086 - mmseg - INFO - Iter [125000/160000] lr: 7.533e-06, eta: 4:57:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1653, decode.acc_seg: 93.0061, aux.loss_ce: 0.1149, aux.acc_seg: 88.9713, loss: 0.2802 +2024-03-06 12:26:33,177 - mmseg - INFO - Iter [125050/160000] lr: 7.523e-06, eta: 4:56:46, time: 0.562, data_time: 0.062, memory: 6292, decode.loss_ce: 0.1723, decode.acc_seg: 92.7379, aux.loss_ce: 0.1197, aux.acc_seg: 88.4109, loss: 0.2920 +2024-03-06 12:26:58,067 - mmseg - INFO - Iter [125100/160000] lr: 7.512e-06, eta: 4:56:20, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.8143, aux.loss_ce: 0.1173, aux.acc_seg: 88.4146, loss: 0.2837 +2024-03-06 12:27:23,165 - mmseg - INFO - Iter [125150/160000] lr: 7.501e-06, eta: 4:55:54, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1639, decode.acc_seg: 93.0515, aux.loss_ce: 0.1114, aux.acc_seg: 89.1294, loss: 0.2753 +2024-03-06 12:27:48,070 - mmseg - INFO - Iter [125200/160000] lr: 7.490e-06, eta: 4:55:29, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1570, decode.acc_seg: 93.2192, aux.loss_ce: 0.1126, aux.acc_seg: 89.0606, loss: 0.2695 +2024-03-06 12:28:13,068 - mmseg - INFO - Iter [125250/160000] lr: 7.480e-06, eta: 4:55:03, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1576, decode.acc_seg: 93.3120, aux.loss_ce: 0.1137, aux.acc_seg: 89.0079, loss: 0.2712 +2024-03-06 12:28:38,089 - mmseg - INFO - Iter [125300/160000] lr: 7.469e-06, eta: 4:54:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 92.9202, aux.loss_ce: 0.1121, aux.acc_seg: 88.8397, loss: 0.2740 +2024-03-06 12:29:03,051 - mmseg - INFO - Iter [125350/160000] lr: 7.458e-06, eta: 4:54:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1604, decode.acc_seg: 92.9656, aux.loss_ce: 0.1110, aux.acc_seg: 88.8455, loss: 0.2714 +2024-03-06 12:29:28,075 - mmseg - INFO - Iter [125400/160000] lr: 7.447e-06, eta: 4:53:46, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1615, decode.acc_seg: 93.1265, aux.loss_ce: 0.1138, aux.acc_seg: 89.0387, loss: 0.2753 +2024-03-06 12:29:53,057 - mmseg - INFO - Iter [125450/160000] lr: 7.437e-06, eta: 4:53:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1687, decode.acc_seg: 92.8349, aux.loss_ce: 0.1182, aux.acc_seg: 88.6308, loss: 0.2869 +2024-03-06 12:30:18,142 - mmseg - INFO - Iter [125500/160000] lr: 7.426e-06, eta: 4:52:55, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1654, decode.acc_seg: 92.8170, aux.loss_ce: 0.1144, aux.acc_seg: 88.4782, loss: 0.2798 +2024-03-06 12:30:43,038 - mmseg - INFO - Iter [125550/160000] lr: 7.415e-06, eta: 4:52:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1630, decode.acc_seg: 92.9850, aux.loss_ce: 0.1163, aux.acc_seg: 88.7833, loss: 0.2793 +2024-03-06 12:31:07,943 - mmseg - INFO - Iter [125600/160000] lr: 7.404e-06, eta: 4:52:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1652, decode.acc_seg: 92.8890, aux.loss_ce: 0.1108, aux.acc_seg: 89.0301, loss: 0.2760 +2024-03-06 12:31:33,100 - mmseg - INFO - Iter [125650/160000] lr: 7.393e-06, eta: 4:51:38, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1643, decode.acc_seg: 92.8931, aux.loss_ce: 0.1186, aux.acc_seg: 88.5388, loss: 0.2829 +2024-03-06 12:31:58,241 - mmseg - INFO - Iter [125700/160000] lr: 7.383e-06, eta: 4:51:13, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.0809, aux.loss_ce: 0.1106, aux.acc_seg: 89.0074, loss: 0.2687 +2024-03-06 12:32:23,385 - mmseg - INFO - Iter [125750/160000] lr: 7.372e-06, eta: 4:50:47, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1573, decode.acc_seg: 93.0945, aux.loss_ce: 0.1128, aux.acc_seg: 88.8459, loss: 0.2701 +2024-03-06 12:32:48,585 - mmseg - INFO - Iter [125800/160000] lr: 7.361e-06, eta: 4:50:22, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1547, decode.acc_seg: 93.2403, aux.loss_ce: 0.1048, aux.acc_seg: 89.4100, loss: 0.2595 +2024-03-06 12:33:13,596 - mmseg - INFO - Iter [125850/160000] lr: 7.350e-06, eta: 4:49:56, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1758, decode.acc_seg: 92.4051, aux.loss_ce: 0.1200, aux.acc_seg: 88.1961, loss: 0.2958 +2024-03-06 12:33:38,495 - mmseg - INFO - Iter [125900/160000] lr: 7.340e-06, eta: 4:49:31, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1612, decode.acc_seg: 93.0403, aux.loss_ce: 0.1157, aux.acc_seg: 88.6645, loss: 0.2770 +2024-03-06 12:34:03,651 - mmseg - INFO - Iter [125950/160000] lr: 7.329e-06, eta: 4:49:05, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1641, decode.acc_seg: 92.9179, aux.loss_ce: 0.1146, aux.acc_seg: 88.6833, loss: 0.2787 +2024-03-06 12:34:28,919 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:34:28,919 - mmseg - INFO - Iter [126000/160000] lr: 7.318e-06, eta: 4:48:39, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1671, decode.acc_seg: 92.7563, aux.loss_ce: 0.1151, aux.acc_seg: 88.6491, loss: 0.2822 +2024-03-06 12:34:53,964 - mmseg - INFO - Iter [126050/160000] lr: 7.307e-06, eta: 4:48:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1656, decode.acc_seg: 92.7571, aux.loss_ce: 0.1076, aux.acc_seg: 89.1865, loss: 0.2732 +2024-03-06 12:35:19,144 - mmseg - INFO - Iter [126100/160000] lr: 7.297e-06, eta: 4:47:48, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1631, decode.acc_seg: 93.0042, aux.loss_ce: 0.1110, aux.acc_seg: 89.0368, loss: 0.2741 +2024-03-06 12:35:44,333 - mmseg - INFO - Iter [126150/160000] lr: 7.286e-06, eta: 4:47:23, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1638, decode.acc_seg: 92.7988, aux.loss_ce: 0.1161, aux.acc_seg: 88.6143, loss: 0.2799 +2024-03-06 12:36:09,353 - mmseg - INFO - Iter [126200/160000] lr: 7.275e-06, eta: 4:46:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1565, decode.acc_seg: 93.2195, aux.loss_ce: 0.1075, aux.acc_seg: 89.3856, loss: 0.2639 +2024-03-06 12:36:34,328 - mmseg - INFO - Iter [126250/160000] lr: 7.264e-06, eta: 4:46:32, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1607, decode.acc_seg: 92.9644, aux.loss_ce: 0.1072, aux.acc_seg: 89.2154, loss: 0.2679 +2024-03-06 12:36:59,533 - mmseg - INFO - Iter [126300/160000] lr: 7.254e-06, eta: 4:46:06, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1698, decode.acc_seg: 92.6576, aux.loss_ce: 0.1194, aux.acc_seg: 88.0712, loss: 0.2893 +2024-03-06 12:37:27,801 - mmseg - INFO - Iter [126350/160000] lr: 7.243e-06, eta: 4:45:41, time: 0.565, data_time: 0.067, memory: 6292, decode.loss_ce: 0.1614, decode.acc_seg: 92.9518, aux.loss_ce: 0.1135, aux.acc_seg: 88.7173, loss: 0.2749 +2024-03-06 12:37:52,673 - mmseg - INFO - Iter [126400/160000] lr: 7.232e-06, eta: 4:45:16, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1602, decode.acc_seg: 92.9913, aux.loss_ce: 0.1086, aux.acc_seg: 89.2497, loss: 0.2688 +2024-03-06 12:38:17,543 - mmseg - INFO - Iter [126450/160000] lr: 7.221e-06, eta: 4:44:50, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1646, decode.acc_seg: 92.8829, aux.loss_ce: 0.1143, aux.acc_seg: 88.8045, loss: 0.2789 +2024-03-06 12:38:42,640 - mmseg - INFO - Iter [126500/160000] lr: 7.211e-06, eta: 4:44:24, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1574, decode.acc_seg: 93.2149, aux.loss_ce: 0.1071, aux.acc_seg: 89.6356, loss: 0.2645 +2024-03-06 12:39:07,663 - mmseg - INFO - Iter [126550/160000] lr: 7.200e-06, eta: 4:43:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1597, decode.acc_seg: 93.0863, aux.loss_ce: 0.1131, aux.acc_seg: 88.8804, loss: 0.2728 +2024-03-06 12:39:32,471 - mmseg - INFO - Iter [126600/160000] lr: 7.189e-06, eta: 4:43:33, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.9541, aux.loss_ce: 0.1180, aux.acc_seg: 88.6098, loss: 0.2858 +2024-03-06 12:39:57,271 - mmseg - INFO - Iter [126650/160000] lr: 7.178e-06, eta: 4:43:08, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1688, decode.acc_seg: 92.6047, aux.loss_ce: 0.1167, aux.acc_seg: 88.3569, loss: 0.2856 +2024-03-06 12:40:22,187 - mmseg - INFO - Iter [126700/160000] lr: 7.167e-06, eta: 4:42:42, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1678, decode.acc_seg: 92.8464, aux.loss_ce: 0.1140, aux.acc_seg: 88.7522, loss: 0.2818 +2024-03-06 12:40:47,305 - mmseg - INFO - Iter [126750/160000] lr: 7.157e-06, eta: 4:42:16, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1610, decode.acc_seg: 92.9718, aux.loss_ce: 0.1157, aux.acc_seg: 88.4294, loss: 0.2767 +2024-03-06 12:41:12,392 - mmseg - INFO - Iter [126800/160000] lr: 7.146e-06, eta: 4:41:51, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1555, decode.acc_seg: 93.3010, aux.loss_ce: 0.1089, aux.acc_seg: 89.1569, loss: 0.2645 +2024-03-06 12:41:37,313 - mmseg - INFO - Iter [126850/160000] lr: 7.135e-06, eta: 4:41:25, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.8443, aux.loss_ce: 0.1126, aux.acc_seg: 88.9239, loss: 0.2790 +2024-03-06 12:42:02,212 - mmseg - INFO - Iter [126900/160000] lr: 7.124e-06, eta: 4:41:00, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1626, decode.acc_seg: 92.8982, aux.loss_ce: 0.1170, aux.acc_seg: 88.5125, loss: 0.2796 +2024-03-06 12:42:27,289 - mmseg - INFO - Iter [126950/160000] lr: 7.114e-06, eta: 4:40:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1686, decode.acc_seg: 92.6354, aux.loss_ce: 0.1150, aux.acc_seg: 88.4883, loss: 0.2836 +2024-03-06 12:42:52,311 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:42:52,311 - mmseg - INFO - Iter [127000/160000] lr: 7.103e-06, eta: 4:40:08, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1623, decode.acc_seg: 92.9343, aux.loss_ce: 0.1128, aux.acc_seg: 88.6779, loss: 0.2752 +2024-03-06 12:43:17,422 - mmseg - INFO - Iter [127050/160000] lr: 7.092e-06, eta: 4:39:43, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1589, decode.acc_seg: 93.2187, aux.loss_ce: 0.1096, aux.acc_seg: 89.2193, loss: 0.2685 +2024-03-06 12:43:42,634 - mmseg - INFO - Iter [127100/160000] lr: 7.081e-06, eta: 4:39:17, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1680, decode.acc_seg: 92.7926, aux.loss_ce: 0.1165, aux.acc_seg: 88.4362, loss: 0.2845 +2024-03-06 12:44:07,589 - mmseg - INFO - Iter [127150/160000] lr: 7.071e-06, eta: 4:38:52, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1724, decode.acc_seg: 92.5895, aux.loss_ce: 0.1187, aux.acc_seg: 88.2876, loss: 0.2911 +2024-03-06 12:44:32,492 - mmseg - INFO - Iter [127200/160000] lr: 7.060e-06, eta: 4:38:26, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1593, decode.acc_seg: 93.0513, aux.loss_ce: 0.1099, aux.acc_seg: 89.1661, loss: 0.2691 +2024-03-06 12:44:57,472 - mmseg - INFO - Iter [127250/160000] lr: 7.049e-06, eta: 4:38:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1717, decode.acc_seg: 92.6467, aux.loss_ce: 0.1178, aux.acc_seg: 88.4160, loss: 0.2896 +2024-03-06 12:45:22,509 - mmseg - INFO - Iter [127300/160000] lr: 7.038e-06, eta: 4:37:35, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1669, decode.acc_seg: 92.8506, aux.loss_ce: 0.1168, aux.acc_seg: 88.5396, loss: 0.2836 +2024-03-06 12:45:47,465 - mmseg - INFO - Iter [127350/160000] lr: 7.028e-06, eta: 4:37:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1708, decode.acc_seg: 92.6175, aux.loss_ce: 0.1152, aux.acc_seg: 88.7890, loss: 0.2860 +2024-03-06 12:46:12,492 - mmseg - INFO - Iter [127400/160000] lr: 7.017e-06, eta: 4:36:44, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1630, decode.acc_seg: 92.9223, aux.loss_ce: 0.1124, aux.acc_seg: 88.9937, loss: 0.2755 +2024-03-06 12:46:37,607 - mmseg - INFO - Iter [127450/160000] lr: 7.006e-06, eta: 4:36:18, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1660, decode.acc_seg: 92.9049, aux.loss_ce: 0.1149, aux.acc_seg: 88.8531, loss: 0.2809 +2024-03-06 12:47:02,815 - mmseg - INFO - Iter [127500/160000] lr: 6.995e-06, eta: 4:35:53, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1694, decode.acc_seg: 92.6383, aux.loss_ce: 0.1149, aux.acc_seg: 88.7539, loss: 0.2843 +2024-03-06 12:47:27,831 - mmseg - INFO - Iter [127550/160000] lr: 6.985e-06, eta: 4:35:27, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1589, decode.acc_seg: 93.2260, aux.loss_ce: 0.1105, aux.acc_seg: 89.1833, loss: 0.2694 +2024-03-06 12:47:55,825 - mmseg - INFO - Iter [127600/160000] lr: 6.974e-06, eta: 4:35:02, time: 0.560, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1607, decode.acc_seg: 93.0803, aux.loss_ce: 0.1151, aux.acc_seg: 88.9063, loss: 0.2759 +2024-03-06 12:48:20,956 - mmseg - INFO - Iter [127650/160000] lr: 6.963e-06, eta: 4:34:37, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1597, decode.acc_seg: 93.1090, aux.loss_ce: 0.1111, aux.acc_seg: 89.0656, loss: 0.2708 +2024-03-06 12:48:45,880 - mmseg - INFO - Iter [127700/160000] lr: 6.952e-06, eta: 4:34:11, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1606, decode.acc_seg: 93.1777, aux.loss_ce: 0.1146, aux.acc_seg: 88.8412, loss: 0.2752 +2024-03-06 12:49:10,873 - mmseg - INFO - Iter [127750/160000] lr: 6.941e-06, eta: 4:33:46, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 93.1795, aux.loss_ce: 0.1115, aux.acc_seg: 89.4037, loss: 0.2731 +2024-03-06 12:49:36,019 - mmseg - INFO - Iter [127800/160000] lr: 6.931e-06, eta: 4:33:20, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1568, decode.acc_seg: 93.1940, aux.loss_ce: 0.1071, aux.acc_seg: 89.6162, loss: 0.2639 +2024-03-06 12:50:01,088 - mmseg - INFO - Iter [127850/160000] lr: 6.920e-06, eta: 4:32:54, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1640, decode.acc_seg: 92.9319, aux.loss_ce: 0.1156, aux.acc_seg: 88.5861, loss: 0.2795 +2024-03-06 12:50:26,074 - mmseg - INFO - Iter [127900/160000] lr: 6.909e-06, eta: 4:32:29, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1731, decode.acc_seg: 92.5498, aux.loss_ce: 0.1166, aux.acc_seg: 88.6683, loss: 0.2897 +2024-03-06 12:50:50,954 - mmseg - INFO - Iter [127950/160000] lr: 6.898e-06, eta: 4:32:03, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1602, decode.acc_seg: 93.0738, aux.loss_ce: 0.1136, aux.acc_seg: 88.8461, loss: 0.2738 +2024-03-06 12:51:16,061 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:51:16,062 - mmseg - INFO - Iter [128000/160000] lr: 6.888e-06, eta: 4:31:38, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1589, decode.acc_seg: 92.9966, aux.loss_ce: 0.1095, aux.acc_seg: 88.9890, loss: 0.2683 +2024-03-06 12:52:52,311 - mmseg - INFO - per class results: +2024-03-06 12:52:52,320 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 75.48 | 87.97 | +| building | 82.12 | 92.79 | +| sky | 94.19 | 97.61 | +| floor | 79.9 | 90.9 | +| tree | 72.64 | 86.58 | +| ceiling | 82.52 | 92.58 | +| road | 82.95 | 89.32 | +| bed | 87.82 | 94.09 | +| windowpane | 60.89 | 75.86 | +| grass | 66.75 | 82.28 | +| cabinet | 58.87 | 73.0 | +| sidewalk | 65.05 | 81.85 | +| person | 80.31 | 92.58 | +| earth | 35.02 | 49.0 | +| door | 44.81 | 62.44 | +| table | 58.91 | 76.1 | +| mountain | 52.04 | 66.67 | +| plant | 52.63 | 63.98 | +| curtain | 71.3 | 83.45 | +| chair | 56.15 | 72.67 | +| car | 82.63 | 90.88 | +| water | 47.38 | 59.34 | +| painting | 73.56 | 86.12 | +| sofa | 64.71 | 85.34 | +| shelf | 39.57 | 55.48 | +| house | 40.6 | 53.7 | +| sea | 55.28 | 77.08 | +| mirror | 63.28 | 72.0 | +| rug | 50.04 | 56.88 | +| field | 27.41 | 42.65 | +| armchair | 38.74 | 51.09 | +| seat | 57.62 | 75.4 | +| fence | 40.28 | 51.93 | +| desk | 47.49 | 67.91 | +| rock | 38.98 | 60.26 | +| wardrobe | 46.44 | 61.74 | +| lamp | 63.65 | 75.69 | +| bathtub | 72.72 | 80.12 | +| railing | 29.21 | 38.98 | +| cushion | 54.6 | 67.66 | +| base | 26.42 | 32.43 | +| box | 19.35 | 28.05 | +| column | 37.36 | 45.25 | +| signboard | 36.69 | 50.88 | +| chest of drawers | 38.7 | 53.26 | +| counter | 30.68 | 40.85 | +| sand | 47.06 | 67.89 | +| sink | 67.45 | 80.2 | +| skyscraper | 57.74 | 71.91 | +| fireplace | 71.35 | 82.38 | +| refrigerator | 72.55 | 84.46 | +| grandstand | 44.01 | 65.09 | +| path | 20.54 | 30.88 | +| stairs | 29.28 | 35.83 | +| runway | 66.57 | 87.39 | +| case | 39.03 | 50.14 | +| pool table | 93.1 | 96.52 | +| pillow | 56.38 | 65.46 | +| screen door | 60.05 | 64.89 | +| stairway | 32.56 | 43.11 | +| river | 8.84 | 24.54 | +| bridge | 49.26 | 56.04 | +| bookcase | 43.41 | 65.66 | +| blind | 35.37 | 38.24 | +| coffee table | 58.71 | 79.95 | +| toilet | 83.49 | 89.42 | +| flower | 42.93 | 53.99 | +| book | 45.26 | 63.49 | +| hill | 5.91 | 9.25 | +| bench | 43.28 | 53.75 | +| countertop | 51.41 | 68.78 | +| stove | 73.08 | 82.29 | +| palm | 51.25 | 74.88 | +| kitchen island | 32.0 | 53.11 | +| computer | 56.09 | 66.57 | +| swivel chair | 36.22 | 43.9 | +| boat | 72.53 | 86.71 | +| bar | 24.48 | 30.93 | +| arcade machine | 57.93 | 61.72 | +| hovel | 25.29 | 28.17 | +| bus | 82.08 | 92.97 | +| towel | 53.58 | 65.54 | +| light | 55.84 | 66.35 | +| truck | 15.19 | 19.25 | +| tower | 39.95 | 51.1 | +| chandelier | 67.19 | 80.57 | +| awning | 21.76 | 26.77 | +| streetlight | 26.88 | 35.26 | +| booth | 46.5 | 49.54 | +| television receiver | 65.12 | 79.88 | +| airplane | 55.1 | 65.08 | +| dirt track | 21.01 | 50.01 | +| apparel | 37.33 | 54.12 | +| pole | 23.86 | 34.25 | +| land | 5.11 | 8.36 | +| bannister | 11.43 | 14.43 | +| escalator | 28.69 | 33.11 | +| ottoman | 39.06 | 49.13 | +| bottle | 38.0 | 60.09 | +| buffet | 33.9 | 37.06 | +| poster | 35.05 | 44.72 | +| stage | 18.04 | 24.16 | +| van | 46.04 | 60.68 | +| ship | 81.16 | 85.03 | +| fountain | 17.95 | 18.34 | +| conveyer belt | 77.26 | 88.63 | +| canopy | 25.51 | 29.65 | +| washer | 66.77 | 68.48 | +| plaything | 24.91 | 31.42 | +| swimming pool | 38.29 | 64.69 | +| stool | 42.02 | 58.67 | +| barrel | 51.45 | 67.33 | +| basket | 30.31 | 38.96 | +| waterfall | 68.97 | 80.84 | +| tent | 94.38 | 98.36 | +| bag | 9.3 | 10.86 | +| minibike | 70.26 | 80.34 | +| cradle | 80.67 | 93.77 | +| oven | 36.74 | 60.11 | +| ball | 51.54 | 57.54 | +| food | 52.33 | 61.4 | +| step | 10.04 | 11.88 | +| tank | 46.29 | 50.07 | +| trade name | 25.57 | 30.72 | +| microwave | 55.22 | 59.1 | +| pot | 40.04 | 47.6 | +| animal | 59.63 | 62.95 | +| bicycle | 56.34 | 73.09 | +| lake | 57.56 | 65.26 | +| dishwasher | 58.8 | 66.12 | +| screen | 65.85 | 77.04 | +| blanket | 9.71 | 11.08 | +| sculpture | 51.14 | 63.54 | +| hood | 61.33 | 70.79 | +| sconce | 41.67 | 52.66 | +| vase | 38.02 | 52.28 | +| traffic light | 30.78 | 45.11 | +| tray | 11.73 | 25.8 | +| ashcan | 34.35 | 47.48 | +| fan | 58.4 | 72.79 | +| pier | 33.66 | 43.08 | +| crt screen | 5.73 | 13.44 | +| plate | 47.87 | 62.04 | +| monitor | 16.05 | 18.64 | +| bulletin board | 38.37 | 53.28 | +| shower | 3.91 | 4.73 | +| radiator | 50.74 | 57.5 | +| glass | 14.83 | 16.72 | +| clock | 30.38 | 33.85 | +| flag | 43.39 | 46.78 | ++---------------------+-------+-------+ +2024-03-06 12:52:52,320 - mmseg - INFO - Summary: +2024-03-06 12:52:52,320 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 81.98 | 47.48 | 58.42 | ++-------+-------+-------+ +2024-03-06 12:52:52,331 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 12:52:52,332 - mmseg - INFO - Iter(val) [500] aAcc: 0.8198, mIoU: 0.4748, mAcc: 0.5842, IoU.wall: 0.7548, IoU.building: 0.8212, IoU.sky: 0.9419, IoU.floor: 0.7990, IoU.tree: 0.7264, IoU.ceiling: 0.8252, IoU.road: 0.8295, IoU.bed : 0.8782, IoU.windowpane: 0.6089, IoU.grass: 0.6675, IoU.cabinet: 0.5887, IoU.sidewalk: 0.6505, IoU.person: 0.8031, IoU.earth: 0.3502, IoU.door: 0.4481, IoU.table: 0.5891, IoU.mountain: 0.5204, IoU.plant: 0.5263, IoU.curtain: 0.7130, IoU.chair: 0.5615, IoU.car: 0.8263, IoU.water: 0.4738, IoU.painting: 0.7356, IoU.sofa: 0.6471, IoU.shelf: 0.3957, IoU.house: 0.4060, IoU.sea: 0.5528, IoU.mirror: 0.6328, IoU.rug: 0.5004, IoU.field: 0.2741, IoU.armchair: 0.3874, IoU.seat: 0.5762, IoU.fence: 0.4028, IoU.desk: 0.4749, IoU.rock: 0.3898, IoU.wardrobe: 0.4644, IoU.lamp: 0.6365, IoU.bathtub: 0.7272, IoU.railing: 0.2921, IoU.cushion: 0.5460, IoU.base: 0.2642, IoU.box: 0.1935, IoU.column: 0.3736, IoU.signboard: 0.3669, IoU.chest of drawers: 0.3870, IoU.counter: 0.3068, IoU.sand: 0.4706, IoU.sink: 0.6745, IoU.skyscraper: 0.5774, IoU.fireplace: 0.7135, IoU.refrigerator: 0.7255, IoU.grandstand: 0.4401, IoU.path: 0.2054, IoU.stairs: 0.2928, IoU.runway: 0.6657, IoU.case: 0.3903, IoU.pool table: 0.9310, IoU.pillow: 0.5638, IoU.screen door: 0.6005, IoU.stairway: 0.3256, IoU.river: 0.0884, IoU.bridge: 0.4926, IoU.bookcase: 0.4341, IoU.blind: 0.3537, IoU.coffee table: 0.5871, IoU.toilet: 0.8349, IoU.flower: 0.4293, IoU.book: 0.4526, IoU.hill: 0.0591, IoU.bench: 0.4328, IoU.countertop: 0.5141, IoU.stove: 0.7308, IoU.palm: 0.5125, IoU.kitchen island: 0.3200, IoU.computer: 0.5609, IoU.swivel chair: 0.3622, IoU.boat: 0.7253, IoU.bar: 0.2448, IoU.arcade machine: 0.5793, IoU.hovel: 0.2529, IoU.bus: 0.8208, IoU.towel: 0.5358, IoU.light: 0.5584, IoU.truck: 0.1519, IoU.tower: 0.3995, IoU.chandelier: 0.6719, IoU.awning: 0.2176, IoU.streetlight: 0.2688, IoU.booth: 0.4650, IoU.television receiver: 0.6512, IoU.airplane: 0.5510, IoU.dirt track: 0.2101, IoU.apparel: 0.3733, IoU.pole: 0.2386, IoU.land: 0.0511, IoU.bannister: 0.1143, IoU.escalator: 0.2869, IoU.ottoman: 0.3906, IoU.bottle: 0.3800, IoU.buffet: 0.3390, IoU.poster: 0.3505, IoU.stage: 0.1804, IoU.van: 0.4604, IoU.ship: 0.8116, IoU.fountain: 0.1795, IoU.conveyer belt: 0.7726, IoU.canopy: 0.2551, IoU.washer: 0.6677, IoU.plaything: 0.2491, IoU.swimming pool: 0.3829, IoU.stool: 0.4202, IoU.barrel: 0.5145, IoU.basket: 0.3031, IoU.waterfall: 0.6897, IoU.tent: 0.9438, IoU.bag: 0.0930, IoU.minibike: 0.7026, IoU.cradle: 0.8067, IoU.oven: 0.3674, IoU.ball: 0.5154, IoU.food: 0.5233, IoU.step: 0.1004, IoU.tank: 0.4629, IoU.trade name: 0.2557, IoU.microwave: 0.5522, IoU.pot: 0.4004, IoU.animal: 0.5963, IoU.bicycle: 0.5634, IoU.lake: 0.5756, IoU.dishwasher: 0.5880, IoU.screen: 0.6585, IoU.blanket: 0.0971, IoU.sculpture: 0.5114, IoU.hood: 0.6133, IoU.sconce: 0.4167, IoU.vase: 0.3802, IoU.traffic light: 0.3078, IoU.tray: 0.1173, IoU.ashcan: 0.3435, IoU.fan: 0.5840, IoU.pier: 0.3366, IoU.crt screen: 0.0573, IoU.plate: 0.4787, IoU.monitor: 0.1605, IoU.bulletin board: 0.3837, IoU.shower: 0.0391, IoU.radiator: 0.5074, IoU.glass: 0.1483, IoU.clock: 0.3038, IoU.flag: 0.4339, Acc.wall: 0.8797, Acc.building: 0.9279, Acc.sky: 0.9761, Acc.floor: 0.9090, Acc.tree: 0.8658, Acc.ceiling: 0.9258, Acc.road: 0.8932, Acc.bed : 0.9409, Acc.windowpane: 0.7586, Acc.grass: 0.8228, Acc.cabinet: 0.7300, Acc.sidewalk: 0.8185, Acc.person: 0.9258, Acc.earth: 0.4900, Acc.door: 0.6244, Acc.table: 0.7610, Acc.mountain: 0.6667, Acc.plant: 0.6398, Acc.curtain: 0.8345, Acc.chair: 0.7267, Acc.car: 0.9088, Acc.water: 0.5934, Acc.painting: 0.8612, Acc.sofa: 0.8534, Acc.shelf: 0.5548, Acc.house: 0.5370, Acc.sea: 0.7708, Acc.mirror: 0.7200, Acc.rug: 0.5688, Acc.field: 0.4265, Acc.armchair: 0.5109, Acc.seat: 0.7540, Acc.fence: 0.5193, Acc.desk: 0.6791, Acc.rock: 0.6026, Acc.wardrobe: 0.6174, Acc.lamp: 0.7569, Acc.bathtub: 0.8012, Acc.railing: 0.3898, Acc.cushion: 0.6766, Acc.base: 0.3243, Acc.box: 0.2805, Acc.column: 0.4525, Acc.signboard: 0.5088, Acc.chest of drawers: 0.5326, Acc.counter: 0.4085, Acc.sand: 0.6789, Acc.sink: 0.8020, Acc.skyscraper: 0.7191, Acc.fireplace: 0.8238, Acc.refrigerator: 0.8446, Acc.grandstand: 0.6509, Acc.path: 0.3088, Acc.stairs: 0.3583, Acc.runway: 0.8739, Acc.case: 0.5014, Acc.pool table: 0.9652, Acc.pillow: 0.6546, Acc.screen door: 0.6489, Acc.stairway: 0.4311, Acc.river: 0.2454, Acc.bridge: 0.5604, Acc.bookcase: 0.6566, Acc.blind: 0.3824, Acc.coffee table: 0.7995, Acc.toilet: 0.8942, Acc.flower: 0.5399, Acc.book: 0.6349, Acc.hill: 0.0925, Acc.bench: 0.5375, Acc.countertop: 0.6878, Acc.stove: 0.8229, Acc.palm: 0.7488, Acc.kitchen island: 0.5311, Acc.computer: 0.6657, Acc.swivel chair: 0.4390, Acc.boat: 0.8671, Acc.bar: 0.3093, Acc.arcade machine: 0.6172, Acc.hovel: 0.2817, Acc.bus: 0.9297, Acc.towel: 0.6554, Acc.light: 0.6635, Acc.truck: 0.1925, Acc.tower: 0.5110, Acc.chandelier: 0.8057, Acc.awning: 0.2677, Acc.streetlight: 0.3526, Acc.booth: 0.4954, Acc.television receiver: 0.7988, Acc.airplane: 0.6508, Acc.dirt track: 0.5001, Acc.apparel: 0.5412, Acc.pole: 0.3425, Acc.land: 0.0836, Acc.bannister: 0.1443, Acc.escalator: 0.3311, Acc.ottoman: 0.4913, Acc.bottle: 0.6009, Acc.buffet: 0.3706, Acc.poster: 0.4472, Acc.stage: 0.2416, Acc.van: 0.6068, Acc.ship: 0.8503, Acc.fountain: 0.1834, Acc.conveyer belt: 0.8863, Acc.canopy: 0.2965, Acc.washer: 0.6848, Acc.plaything: 0.3142, Acc.swimming pool: 0.6469, Acc.stool: 0.5867, Acc.barrel: 0.6733, Acc.basket: 0.3896, Acc.waterfall: 0.8084, Acc.tent: 0.9836, Acc.bag: 0.1086, Acc.minibike: 0.8034, Acc.cradle: 0.9377, Acc.oven: 0.6011, Acc.ball: 0.5754, Acc.food: 0.6140, Acc.step: 0.1188, Acc.tank: 0.5007, Acc.trade name: 0.3072, Acc.microwave: 0.5910, Acc.pot: 0.4760, Acc.animal: 0.6295, Acc.bicycle: 0.7309, Acc.lake: 0.6526, Acc.dishwasher: 0.6612, Acc.screen: 0.7704, Acc.blanket: 0.1108, Acc.sculpture: 0.6354, Acc.hood: 0.7079, Acc.sconce: 0.5266, Acc.vase: 0.5228, Acc.traffic light: 0.4511, Acc.tray: 0.2580, Acc.ashcan: 0.4748, Acc.fan: 0.7279, Acc.pier: 0.4308, Acc.crt screen: 0.1344, Acc.plate: 0.6204, Acc.monitor: 0.1864, Acc.bulletin board: 0.5328, Acc.shower: 0.0473, Acc.radiator: 0.5750, Acc.glass: 0.1672, Acc.clock: 0.3385, Acc.flag: 0.4678 +2024-03-06 12:53:17,325 - mmseg - INFO - Iter [128050/160000] lr: 6.877e-06, eta: 4:31:36, time: 2.425, data_time: 1.933, memory: 6292, decode.loss_ce: 0.1647, decode.acc_seg: 93.0831, aux.loss_ce: 0.1159, aux.acc_seg: 88.8308, loss: 0.2805 +2024-03-06 12:53:42,448 - mmseg - INFO - Iter [128100/160000] lr: 6.866e-06, eta: 4:31:11, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1576, decode.acc_seg: 93.0493, aux.loss_ce: 0.1093, aux.acc_seg: 89.0471, loss: 0.2670 +2024-03-06 12:54:07,644 - mmseg - INFO - Iter [128150/160000] lr: 6.855e-06, eta: 4:30:45, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1654, decode.acc_seg: 92.8546, aux.loss_ce: 0.1157, aux.acc_seg: 88.6509, loss: 0.2810 +2024-03-06 12:54:32,700 - mmseg - INFO - Iter [128200/160000] lr: 6.845e-06, eta: 4:30:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.6470, aux.loss_ce: 0.1137, aux.acc_seg: 88.8432, loss: 0.2800 +2024-03-06 12:54:57,877 - mmseg - INFO - Iter [128250/160000] lr: 6.834e-06, eta: 4:29:54, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1595, decode.acc_seg: 93.1368, aux.loss_ce: 0.1090, aux.acc_seg: 89.3101, loss: 0.2685 +2024-03-06 12:55:22,894 - mmseg - INFO - Iter [128300/160000] lr: 6.823e-06, eta: 4:29:28, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1527, decode.acc_seg: 93.2414, aux.loss_ce: 0.1080, aux.acc_seg: 89.0678, loss: 0.2607 +2024-03-06 12:55:47,806 - mmseg - INFO - Iter [128350/160000] lr: 6.812e-06, eta: 4:29:02, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1621, decode.acc_seg: 93.1321, aux.loss_ce: 0.1134, aux.acc_seg: 88.8049, loss: 0.2755 +2024-03-06 12:56:12,680 - mmseg - INFO - Iter [128400/160000] lr: 6.802e-06, eta: 4:28:37, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 92.9235, aux.loss_ce: 0.1129, aux.acc_seg: 88.7871, loss: 0.2746 +2024-03-06 12:56:37,719 - mmseg - INFO - Iter [128450/160000] lr: 6.791e-06, eta: 4:28:11, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1644, decode.acc_seg: 92.7567, aux.loss_ce: 0.1134, aux.acc_seg: 88.7869, loss: 0.2778 +2024-03-06 12:57:02,858 - mmseg - INFO - Iter [128500/160000] lr: 6.780e-06, eta: 4:27:46, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.1873, aux.loss_ce: 0.1130, aux.acc_seg: 88.8985, loss: 0.2711 +2024-03-06 12:57:27,908 - mmseg - INFO - Iter [128550/160000] lr: 6.769e-06, eta: 4:27:20, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1557, decode.acc_seg: 93.2117, aux.loss_ce: 0.1098, aux.acc_seg: 89.0484, loss: 0.2655 +2024-03-06 12:57:53,005 - mmseg - INFO - Iter [128600/160000] lr: 6.759e-06, eta: 4:26:54, time: 0.502, data_time: 0.012, memory: 6292, decode.loss_ce: 0.1694, decode.acc_seg: 92.7371, aux.loss_ce: 0.1168, aux.acc_seg: 88.6601, loss: 0.2862 +2024-03-06 12:58:18,008 - mmseg - INFO - Iter [128650/160000] lr: 6.748e-06, eta: 4:26:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1588, decode.acc_seg: 93.0505, aux.loss_ce: 0.1104, aux.acc_seg: 88.8331, loss: 0.2692 +2024-03-06 12:58:43,119 - mmseg - INFO - Iter [128700/160000] lr: 6.737e-06, eta: 4:26:03, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1690, decode.acc_seg: 92.7110, aux.loss_ce: 0.1189, aux.acc_seg: 88.4007, loss: 0.2879 +2024-03-06 12:59:08,453 - mmseg - INFO - Iter [128750/160000] lr: 6.726e-06, eta: 4:25:38, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1628, decode.acc_seg: 93.0480, aux.loss_ce: 0.1121, aux.acc_seg: 89.0941, loss: 0.2749 +2024-03-06 12:59:33,421 - mmseg - INFO - Iter [128800/160000] lr: 6.716e-06, eta: 4:25:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1694, decode.acc_seg: 92.8052, aux.loss_ce: 0.1136, aux.acc_seg: 88.9710, loss: 0.2830 +2024-03-06 13:00:01,412 - mmseg - INFO - Iter [128850/160000] lr: 6.705e-06, eta: 4:24:47, time: 0.560, data_time: 0.055, memory: 6292, decode.loss_ce: 0.1679, decode.acc_seg: 92.8240, aux.loss_ce: 0.1141, aux.acc_seg: 88.6754, loss: 0.2820 +2024-03-06 13:00:26,285 - mmseg - INFO - Iter [128900/160000] lr: 6.694e-06, eta: 4:24:21, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1626, decode.acc_seg: 93.0782, aux.loss_ce: 0.1166, aux.acc_seg: 88.6721, loss: 0.2792 +2024-03-06 13:00:51,371 - mmseg - INFO - Iter [128950/160000] lr: 6.683e-06, eta: 4:23:56, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1543, decode.acc_seg: 93.3100, aux.loss_ce: 0.1039, aux.acc_seg: 89.7047, loss: 0.2582 +2024-03-06 13:01:16,534 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:01:16,535 - mmseg - INFO - Iter [129000/160000] lr: 6.672e-06, eta: 4:23:30, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1580, decode.acc_seg: 93.0815, aux.loss_ce: 0.1111, aux.acc_seg: 89.0353, loss: 0.2691 +2024-03-06 13:01:41,635 - mmseg - INFO - Iter [129050/160000] lr: 6.662e-06, eta: 4:23:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.2799, aux.loss_ce: 0.1094, aux.acc_seg: 89.0360, loss: 0.2613 +2024-03-06 13:02:06,442 - mmseg - INFO - Iter [129100/160000] lr: 6.651e-06, eta: 4:22:39, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1639, decode.acc_seg: 92.8511, aux.loss_ce: 0.1144, aux.acc_seg: 88.9055, loss: 0.2784 +2024-03-06 13:02:31,449 - mmseg - INFO - Iter [129150/160000] lr: 6.640e-06, eta: 4:22:13, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1585, decode.acc_seg: 93.1439, aux.loss_ce: 0.1093, aux.acc_seg: 89.3188, loss: 0.2678 +2024-03-06 13:02:56,573 - mmseg - INFO - Iter [129200/160000] lr: 6.629e-06, eta: 4:21:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1627, decode.acc_seg: 92.9881, aux.loss_ce: 0.1120, aux.acc_seg: 89.1043, loss: 0.2747 +2024-03-06 13:03:21,496 - mmseg - INFO - Iter [129250/160000] lr: 6.619e-06, eta: 4:21:22, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1616, decode.acc_seg: 92.9417, aux.loss_ce: 0.1108, aux.acc_seg: 88.9493, loss: 0.2724 +2024-03-06 13:03:46,294 - mmseg - INFO - Iter [129300/160000] lr: 6.608e-06, eta: 4:20:56, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1608, decode.acc_seg: 92.7936, aux.loss_ce: 0.1132, aux.acc_seg: 88.5460, loss: 0.2741 +2024-03-06 13:04:11,311 - mmseg - INFO - Iter [129350/160000] lr: 6.597e-06, eta: 4:20:31, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1607, decode.acc_seg: 93.0147, aux.loss_ce: 0.1115, aux.acc_seg: 88.7998, loss: 0.2721 +2024-03-06 13:04:36,288 - mmseg - INFO - Iter [129400/160000] lr: 6.586e-06, eta: 4:20:05, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1616, decode.acc_seg: 93.0522, aux.loss_ce: 0.1153, aux.acc_seg: 89.0462, loss: 0.2770 +2024-03-06 13:05:01,280 - mmseg - INFO - Iter [129450/160000] lr: 6.576e-06, eta: 4:19:40, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1632, decode.acc_seg: 92.9861, aux.loss_ce: 0.1089, aux.acc_seg: 89.3558, loss: 0.2721 +2024-03-06 13:05:26,377 - mmseg - INFO - Iter [129500/160000] lr: 6.565e-06, eta: 4:19:14, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1721, decode.acc_seg: 92.6992, aux.loss_ce: 0.1205, aux.acc_seg: 88.4031, loss: 0.2927 +2024-03-06 13:05:51,486 - mmseg - INFO - Iter [129550/160000] lr: 6.554e-06, eta: 4:18:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1587, decode.acc_seg: 93.1380, aux.loss_ce: 0.1095, aux.acc_seg: 89.2060, loss: 0.2682 +2024-03-06 13:06:16,615 - mmseg - INFO - Iter [129600/160000] lr: 6.543e-06, eta: 4:18:23, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 93.0010, aux.loss_ce: 0.1096, aux.acc_seg: 89.2381, loss: 0.2720 +2024-03-06 13:06:41,627 - mmseg - INFO - Iter [129650/160000] lr: 6.533e-06, eta: 4:17:57, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1662, decode.acc_seg: 92.8931, aux.loss_ce: 0.1137, aux.acc_seg: 88.7801, loss: 0.2800 +2024-03-06 13:07:06,682 - mmseg - INFO - Iter [129700/160000] lr: 6.522e-06, eta: 4:17:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1691, decode.acc_seg: 92.6067, aux.loss_ce: 0.1203, aux.acc_seg: 88.2300, loss: 0.2894 +2024-03-06 13:07:31,675 - mmseg - INFO - Iter [129750/160000] lr: 6.511e-06, eta: 4:17:06, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1676, decode.acc_seg: 92.7953, aux.loss_ce: 0.1187, aux.acc_seg: 88.2744, loss: 0.2863 +2024-03-06 13:07:56,653 - mmseg - INFO - Iter [129800/160000] lr: 6.500e-06, eta: 4:16:40, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1656, decode.acc_seg: 92.8908, aux.loss_ce: 0.1135, aux.acc_seg: 88.9408, loss: 0.2791 +2024-03-06 13:08:21,787 - mmseg - INFO - Iter [129850/160000] lr: 6.490e-06, eta: 4:16:15, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1679, decode.acc_seg: 92.7411, aux.loss_ce: 0.1118, aux.acc_seg: 88.9280, loss: 0.2796 +2024-03-06 13:08:47,037 - mmseg - INFO - Iter [129900/160000] lr: 6.479e-06, eta: 4:15:49, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 92.9688, aux.loss_ce: 0.1114, aux.acc_seg: 88.8350, loss: 0.2739 +2024-03-06 13:09:12,182 - mmseg - INFO - Iter [129950/160000] lr: 6.468e-06, eta: 4:15:24, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 93.0830, aux.loss_ce: 0.1160, aux.acc_seg: 88.9062, loss: 0.2785 +2024-03-06 13:09:37,238 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:09:37,238 - mmseg - INFO - Iter [130000/160000] lr: 6.457e-06, eta: 4:14:58, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1597, decode.acc_seg: 93.1912, aux.loss_ce: 0.1095, aux.acc_seg: 89.4115, loss: 0.2692 +2024-03-06 13:10:02,181 - mmseg - INFO - Iter [130050/160000] lr: 6.446e-06, eta: 4:14:32, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1533, decode.acc_seg: 93.4016, aux.loss_ce: 0.1072, aux.acc_seg: 89.4030, loss: 0.2605 +2024-03-06 13:10:30,192 - mmseg - INFO - Iter [130100/160000] lr: 6.436e-06, eta: 4:14:08, time: 0.560, data_time: 0.058, memory: 6292, decode.loss_ce: 0.1718, decode.acc_seg: 92.7447, aux.loss_ce: 0.1193, aux.acc_seg: 88.4033, loss: 0.2911 +2024-03-06 13:10:55,291 - mmseg - INFO - Iter [130150/160000] lr: 6.425e-06, eta: 4:13:42, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1694, decode.acc_seg: 92.5876, aux.loss_ce: 0.1153, aux.acc_seg: 88.6572, loss: 0.2847 +2024-03-06 13:11:20,414 - mmseg - INFO - Iter [130200/160000] lr: 6.414e-06, eta: 4:13:16, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1666, decode.acc_seg: 92.7643, aux.loss_ce: 0.1158, aux.acc_seg: 88.5186, loss: 0.2824 +2024-03-06 13:11:45,394 - mmseg - INFO - Iter [130250/160000] lr: 6.403e-06, eta: 4:12:51, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1597, decode.acc_seg: 93.0597, aux.loss_ce: 0.1095, aux.acc_seg: 89.0935, loss: 0.2692 +2024-03-06 13:12:10,152 - mmseg - INFO - Iter [130300/160000] lr: 6.393e-06, eta: 4:12:25, time: 0.495, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.5430, aux.loss_ce: 0.1073, aux.acc_seg: 89.7169, loss: 0.2590 +2024-03-06 13:12:35,128 - mmseg - INFO - Iter [130350/160000] lr: 6.382e-06, eta: 4:11:59, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1665, decode.acc_seg: 92.8351, aux.loss_ce: 0.1169, aux.acc_seg: 88.7298, loss: 0.2834 +2024-03-06 13:13:00,122 - mmseg - INFO - Iter [130400/160000] lr: 6.371e-06, eta: 4:11:34, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1585, decode.acc_seg: 93.1784, aux.loss_ce: 0.1125, aux.acc_seg: 88.9173, loss: 0.2710 +2024-03-06 13:13:25,086 - mmseg - INFO - Iter [130450/160000] lr: 6.360e-06, eta: 4:11:08, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1670, decode.acc_seg: 93.0510, aux.loss_ce: 0.1174, aux.acc_seg: 88.7575, loss: 0.2844 +2024-03-06 13:13:50,102 - mmseg - INFO - Iter [130500/160000] lr: 6.350e-06, eta: 4:10:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1497, decode.acc_seg: 93.4959, aux.loss_ce: 0.1064, aux.acc_seg: 89.4541, loss: 0.2560 +2024-03-06 13:14:15,010 - mmseg - INFO - Iter [130550/160000] lr: 6.339e-06, eta: 4:10:17, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1606, decode.acc_seg: 93.1371, aux.loss_ce: 0.1132, aux.acc_seg: 88.8598, loss: 0.2737 +2024-03-06 13:14:40,181 - mmseg - INFO - Iter [130600/160000] lr: 6.328e-06, eta: 4:09:51, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1593, decode.acc_seg: 93.1206, aux.loss_ce: 0.1098, aux.acc_seg: 89.3108, loss: 0.2691 +2024-03-06 13:15:05,171 - mmseg - INFO - Iter [130650/160000] lr: 6.317e-06, eta: 4:09:26, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1621, decode.acc_seg: 92.9184, aux.loss_ce: 0.1129, aux.acc_seg: 88.7119, loss: 0.2750 +2024-03-06 13:15:30,279 - mmseg - INFO - Iter [130700/160000] lr: 6.307e-06, eta: 4:09:00, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1662, decode.acc_seg: 92.8901, aux.loss_ce: 0.1142, aux.acc_seg: 88.8262, loss: 0.2804 +2024-03-06 13:15:55,282 - mmseg - INFO - Iter [130750/160000] lr: 6.296e-06, eta: 4:08:35, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1650, decode.acc_seg: 92.9702, aux.loss_ce: 0.1148, aux.acc_seg: 88.9268, loss: 0.2797 +2024-03-06 13:16:20,351 - mmseg - INFO - Iter [130800/160000] lr: 6.285e-06, eta: 4:08:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1567, decode.acc_seg: 93.3995, aux.loss_ce: 0.1113, aux.acc_seg: 89.2031, loss: 0.2679 +2024-03-06 13:16:45,358 - mmseg - INFO - Iter [130850/160000] lr: 6.274e-06, eta: 4:07:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1687, decode.acc_seg: 92.6674, aux.loss_ce: 0.1166, aux.acc_seg: 88.4164, loss: 0.2853 +2024-03-06 13:17:10,474 - mmseg - INFO - Iter [130900/160000] lr: 6.264e-06, eta: 4:07:18, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1613, decode.acc_seg: 93.0443, aux.loss_ce: 0.1139, aux.acc_seg: 89.0745, loss: 0.2752 +2024-03-06 13:17:35,460 - mmseg - INFO - Iter [130950/160000] lr: 6.253e-06, eta: 4:06:52, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1641, decode.acc_seg: 92.9865, aux.loss_ce: 0.1169, aux.acc_seg: 88.6034, loss: 0.2810 +2024-03-06 13:18:00,628 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:18:00,629 - mmseg - INFO - Iter [131000/160000] lr: 6.242e-06, eta: 4:06:27, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1655, decode.acc_seg: 92.8459, aux.loss_ce: 0.1164, aux.acc_seg: 88.4864, loss: 0.2819 +2024-03-06 13:18:25,552 - mmseg - INFO - Iter [131050/160000] lr: 6.231e-06, eta: 4:06:01, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1602, decode.acc_seg: 93.0710, aux.loss_ce: 0.1103, aux.acc_seg: 89.0975, loss: 0.2706 +2024-03-06 13:18:50,839 - mmseg - INFO - Iter [131100/160000] lr: 6.220e-06, eta: 4:05:36, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1548, decode.acc_seg: 93.2908, aux.loss_ce: 0.1058, aux.acc_seg: 89.3806, loss: 0.2606 +2024-03-06 13:19:15,815 - mmseg - INFO - Iter [131150/160000] lr: 6.210e-06, eta: 4:05:10, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1541, decode.acc_seg: 93.3853, aux.loss_ce: 0.1090, aux.acc_seg: 89.2783, loss: 0.2631 +2024-03-06 13:19:40,901 - mmseg - INFO - Iter [131200/160000] lr: 6.199e-06, eta: 4:04:44, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1536, decode.acc_seg: 93.3289, aux.loss_ce: 0.1042, aux.acc_seg: 89.6196, loss: 0.2577 +2024-03-06 13:20:05,667 - mmseg - INFO - Iter [131250/160000] lr: 6.188e-06, eta: 4:04:19, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1594, decode.acc_seg: 92.8918, aux.loss_ce: 0.1146, aux.acc_seg: 88.7227, loss: 0.2740 +2024-03-06 13:20:30,713 - mmseg - INFO - Iter [131300/160000] lr: 6.177e-06, eta: 4:03:53, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1588, decode.acc_seg: 93.0849, aux.loss_ce: 0.1110, aux.acc_seg: 88.9691, loss: 0.2698 +2024-03-06 13:20:55,753 - mmseg - INFO - Iter [131350/160000] lr: 6.167e-06, eta: 4:03:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1638, decode.acc_seg: 93.0901, aux.loss_ce: 0.1132, aux.acc_seg: 88.9614, loss: 0.2770 +2024-03-06 13:21:23,807 - mmseg - INFO - Iter [131400/160000] lr: 6.156e-06, eta: 4:03:03, time: 0.561, data_time: 0.054, memory: 6292, decode.loss_ce: 0.1547, decode.acc_seg: 93.2695, aux.loss_ce: 0.1105, aux.acc_seg: 89.2354, loss: 0.2652 +2024-03-06 13:21:48,794 - mmseg - INFO - Iter [131450/160000] lr: 6.145e-06, eta: 4:02:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1530, decode.acc_seg: 93.4338, aux.loss_ce: 0.1085, aux.acc_seg: 89.4607, loss: 0.2615 +2024-03-06 13:22:13,883 - mmseg - INFO - Iter [131500/160000] lr: 6.134e-06, eta: 4:02:11, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 93.1420, aux.loss_ce: 0.1131, aux.acc_seg: 89.0748, loss: 0.2748 +2024-03-06 13:22:38,971 - mmseg - INFO - Iter [131550/160000] lr: 6.124e-06, eta: 4:01:46, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1610, decode.acc_seg: 93.1020, aux.loss_ce: 0.1170, aux.acc_seg: 88.5039, loss: 0.2779 +2024-03-06 13:23:03,903 - mmseg - INFO - Iter [131600/160000] lr: 6.113e-06, eta: 4:01:20, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1603, decode.acc_seg: 93.1416, aux.loss_ce: 0.1111, aux.acc_seg: 89.1574, loss: 0.2714 +2024-03-06 13:23:28,869 - mmseg - INFO - Iter [131650/160000] lr: 6.102e-06, eta: 4:00:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.4201, aux.loss_ce: 0.1072, aux.acc_seg: 89.5359, loss: 0.2600 +2024-03-06 13:23:54,018 - mmseg - INFO - Iter [131700/160000] lr: 6.091e-06, eta: 4:00:29, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1602, decode.acc_seg: 93.2021, aux.loss_ce: 0.1113, aux.acc_seg: 89.1370, loss: 0.2716 +2024-03-06 13:24:19,135 - mmseg - INFO - Iter [131750/160000] lr: 6.081e-06, eta: 4:00:03, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1654, decode.acc_seg: 92.8158, aux.loss_ce: 0.1173, aux.acc_seg: 88.5650, loss: 0.2826 +2024-03-06 13:24:43,977 - mmseg - INFO - Iter [131800/160000] lr: 6.070e-06, eta: 3:59:38, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1594, decode.acc_seg: 93.2583, aux.loss_ce: 0.1159, aux.acc_seg: 89.0216, loss: 0.2753 +2024-03-06 13:25:09,022 - mmseg - INFO - Iter [131850/160000] lr: 6.059e-06, eta: 3:59:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1564, decode.acc_seg: 93.1427, aux.loss_ce: 0.1072, aux.acc_seg: 89.3513, loss: 0.2636 +2024-03-06 13:25:33,995 - mmseg - INFO - Iter [131900/160000] lr: 6.048e-06, eta: 3:58:47, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1576, decode.acc_seg: 93.1334, aux.loss_ce: 0.1127, aux.acc_seg: 88.9537, loss: 0.2703 +2024-03-06 13:25:59,357 - mmseg - INFO - Iter [131950/160000] lr: 6.038e-06, eta: 3:58:21, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1553, decode.acc_seg: 93.3134, aux.loss_ce: 0.1089, aux.acc_seg: 89.5067, loss: 0.2642 +2024-03-06 13:26:24,332 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:26:24,333 - mmseg - INFO - Iter [132000/160000] lr: 6.027e-06, eta: 3:57:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1594, decode.acc_seg: 93.1438, aux.loss_ce: 0.1097, aux.acc_seg: 89.2404, loss: 0.2692 +2024-03-06 13:26:49,245 - mmseg - INFO - Iter [132050/160000] lr: 6.016e-06, eta: 3:57:30, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1612, decode.acc_seg: 92.9779, aux.loss_ce: 0.1079, aux.acc_seg: 89.3143, loss: 0.2690 +2024-03-06 13:27:14,045 - mmseg - INFO - Iter [132100/160000] lr: 6.005e-06, eta: 3:57:04, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1562, decode.acc_seg: 93.2943, aux.loss_ce: 0.1122, aux.acc_seg: 88.9240, loss: 0.2684 +2024-03-06 13:27:39,222 - mmseg - INFO - Iter [132150/160000] lr: 5.994e-06, eta: 3:56:39, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1592, decode.acc_seg: 93.1976, aux.loss_ce: 0.1140, aux.acc_seg: 89.0054, loss: 0.2732 +2024-03-06 13:28:04,243 - mmseg - INFO - Iter [132200/160000] lr: 5.984e-06, eta: 3:56:13, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1569, decode.acc_seg: 93.1059, aux.loss_ce: 0.1116, aux.acc_seg: 88.8300, loss: 0.2684 +2024-03-06 13:28:29,285 - mmseg - INFO - Iter [132250/160000] lr: 5.973e-06, eta: 3:55:47, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1612, decode.acc_seg: 93.0206, aux.loss_ce: 0.1120, aux.acc_seg: 89.0458, loss: 0.2732 +2024-03-06 13:28:54,040 - mmseg - INFO - Iter [132300/160000] lr: 5.962e-06, eta: 3:55:22, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1585, decode.acc_seg: 93.1104, aux.loss_ce: 0.1069, aux.acc_seg: 89.4324, loss: 0.2654 +2024-03-06 13:29:18,993 - mmseg - INFO - Iter [132350/160000] lr: 5.951e-06, eta: 3:54:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1592, decode.acc_seg: 93.2507, aux.loss_ce: 0.1114, aux.acc_seg: 89.2459, loss: 0.2705 +2024-03-06 13:29:44,060 - mmseg - INFO - Iter [132400/160000] lr: 5.941e-06, eta: 3:54:31, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1564, decode.acc_seg: 93.3562, aux.loss_ce: 0.1069, aux.acc_seg: 89.4483, loss: 0.2633 +2024-03-06 13:30:08,930 - mmseg - INFO - Iter [132450/160000] lr: 5.930e-06, eta: 3:54:05, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1527, decode.acc_seg: 93.3862, aux.loss_ce: 0.1090, aux.acc_seg: 89.2264, loss: 0.2617 +2024-03-06 13:30:34,181 - mmseg - INFO - Iter [132500/160000] lr: 5.919e-06, eta: 3:53:39, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1546, decode.acc_seg: 93.2531, aux.loss_ce: 0.1085, aux.acc_seg: 89.1243, loss: 0.2631 +2024-03-06 13:30:59,227 - mmseg - INFO - Iter [132550/160000] lr: 5.908e-06, eta: 3:53:14, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1627, decode.acc_seg: 92.9439, aux.loss_ce: 0.1110, aux.acc_seg: 89.0301, loss: 0.2737 +2024-03-06 13:31:24,347 - mmseg - INFO - Iter [132600/160000] lr: 5.898e-06, eta: 3:52:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1549, decode.acc_seg: 93.2210, aux.loss_ce: 0.1124, aux.acc_seg: 88.7175, loss: 0.2673 +2024-03-06 13:31:52,287 - mmseg - INFO - Iter [132650/160000] lr: 5.887e-06, eta: 3:52:23, time: 0.559, data_time: 0.067, memory: 6292, decode.loss_ce: 0.1573, decode.acc_seg: 93.2300, aux.loss_ce: 0.1071, aux.acc_seg: 89.4896, loss: 0.2645 +2024-03-06 13:32:17,422 - mmseg - INFO - Iter [132700/160000] lr: 5.876e-06, eta: 3:51:58, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.4976, aux.loss_ce: 0.1039, aux.acc_seg: 89.7553, loss: 0.2556 +2024-03-06 13:32:42,433 - mmseg - INFO - Iter [132750/160000] lr: 5.865e-06, eta: 3:51:32, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1590, decode.acc_seg: 93.0450, aux.loss_ce: 0.1101, aux.acc_seg: 88.9670, loss: 0.2691 +2024-03-06 13:33:07,509 - mmseg - INFO - Iter [132800/160000] lr: 5.855e-06, eta: 3:51:07, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1616, decode.acc_seg: 92.9654, aux.loss_ce: 0.1120, aux.acc_seg: 88.9348, loss: 0.2735 +2024-03-06 13:33:32,498 - mmseg - INFO - Iter [132850/160000] lr: 5.844e-06, eta: 3:50:41, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.1613, aux.loss_ce: 0.1076, aux.acc_seg: 89.2663, loss: 0.2634 +2024-03-06 13:33:57,251 - mmseg - INFO - Iter [132900/160000] lr: 5.833e-06, eta: 3:50:15, time: 0.495, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.9016, aux.loss_ce: 0.1150, aux.acc_seg: 88.7523, loss: 0.2813 +2024-03-06 13:34:22,334 - mmseg - INFO - Iter [132950/160000] lr: 5.822e-06, eta: 3:49:50, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1582, decode.acc_seg: 93.0792, aux.loss_ce: 0.1125, aux.acc_seg: 88.9068, loss: 0.2707 +2024-03-06 13:34:47,538 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:34:47,538 - mmseg - INFO - Iter [133000/160000] lr: 5.812e-06, eta: 3:49:24, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1543, decode.acc_seg: 93.1273, aux.loss_ce: 0.1121, aux.acc_seg: 88.7773, loss: 0.2663 +2024-03-06 13:35:12,518 - mmseg - INFO - Iter [133050/160000] lr: 5.801e-06, eta: 3:48:59, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1556, decode.acc_seg: 93.2806, aux.loss_ce: 0.1120, aux.acc_seg: 89.0456, loss: 0.2676 +2024-03-06 13:35:37,469 - mmseg - INFO - Iter [133100/160000] lr: 5.790e-06, eta: 3:48:33, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1659, decode.acc_seg: 92.8168, aux.loss_ce: 0.1144, aux.acc_seg: 88.6926, loss: 0.2802 +2024-03-06 13:36:02,480 - mmseg - INFO - Iter [133150/160000] lr: 5.779e-06, eta: 3:48:07, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1586, decode.acc_seg: 93.1709, aux.loss_ce: 0.1098, aux.acc_seg: 89.2869, loss: 0.2684 +2024-03-06 13:36:27,527 - mmseg - INFO - Iter [133200/160000] lr: 5.768e-06, eta: 3:47:42, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1592, decode.acc_seg: 93.0071, aux.loss_ce: 0.1091, aux.acc_seg: 88.9679, loss: 0.2683 +2024-03-06 13:36:52,636 - mmseg - INFO - Iter [133250/160000] lr: 5.758e-06, eta: 3:47:16, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1532, decode.acc_seg: 93.3495, aux.loss_ce: 0.1069, aux.acc_seg: 89.3918, loss: 0.2601 +2024-03-06 13:37:17,807 - mmseg - INFO - Iter [133300/160000] lr: 5.747e-06, eta: 3:46:51, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.3151, aux.loss_ce: 0.1093, aux.acc_seg: 89.3242, loss: 0.2651 +2024-03-06 13:37:43,109 - mmseg - INFO - Iter [133350/160000] lr: 5.736e-06, eta: 3:46:25, time: 0.506, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1657, decode.acc_seg: 92.8362, aux.loss_ce: 0.1134, aux.acc_seg: 89.0103, loss: 0.2791 +2024-03-06 13:38:08,267 - mmseg - INFO - Iter [133400/160000] lr: 5.725e-06, eta: 3:46:00, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1635, decode.acc_seg: 92.7722, aux.loss_ce: 0.1120, aux.acc_seg: 88.7585, loss: 0.2755 +2024-03-06 13:38:33,357 - mmseg - INFO - Iter [133450/160000] lr: 5.715e-06, eta: 3:45:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1520, decode.acc_seg: 93.4212, aux.loss_ce: 0.1060, aux.acc_seg: 89.4349, loss: 0.2581 +2024-03-06 13:38:58,465 - mmseg - INFO - Iter [133500/160000] lr: 5.704e-06, eta: 3:45:09, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1696, decode.acc_seg: 92.8271, aux.loss_ce: 0.1154, aux.acc_seg: 88.9321, loss: 0.2850 +2024-03-06 13:39:23,506 - mmseg - INFO - Iter [133550/160000] lr: 5.693e-06, eta: 3:44:43, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 93.0405, aux.loss_ce: 0.1111, aux.acc_seg: 89.1094, loss: 0.2730 +2024-03-06 13:39:48,531 - mmseg - INFO - Iter [133600/160000] lr: 5.682e-06, eta: 3:44:17, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1627, decode.acc_seg: 92.9569, aux.loss_ce: 0.1134, aux.acc_seg: 88.8465, loss: 0.2762 +2024-03-06 13:40:13,668 - mmseg - INFO - Iter [133650/160000] lr: 5.672e-06, eta: 3:43:52, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1565, decode.acc_seg: 93.0947, aux.loss_ce: 0.1121, aux.acc_seg: 88.7479, loss: 0.2686 +2024-03-06 13:40:38,612 - mmseg - INFO - Iter [133700/160000] lr: 5.661e-06, eta: 3:43:26, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1599, decode.acc_seg: 93.1607, aux.loss_ce: 0.1120, aux.acc_seg: 89.1008, loss: 0.2719 +2024-03-06 13:41:03,807 - mmseg - INFO - Iter [133750/160000] lr: 5.650e-06, eta: 3:43:01, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1637, decode.acc_seg: 92.9569, aux.loss_ce: 0.1118, aux.acc_seg: 89.1075, loss: 0.2755 +2024-03-06 13:41:29,050 - mmseg - INFO - Iter [133800/160000] lr: 5.639e-06, eta: 3:42:35, time: 0.505, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1630, decode.acc_seg: 93.0050, aux.loss_ce: 0.1116, aux.acc_seg: 88.9922, loss: 0.2746 +2024-03-06 13:41:54,116 - mmseg - INFO - Iter [133850/160000] lr: 5.629e-06, eta: 3:42:10, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1655, decode.acc_seg: 93.0651, aux.loss_ce: 0.1147, aux.acc_seg: 89.1176, loss: 0.2802 +2024-03-06 13:42:22,030 - mmseg - INFO - Iter [133900/160000] lr: 5.618e-06, eta: 3:41:45, time: 0.558, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1551, decode.acc_seg: 93.2879, aux.loss_ce: 0.1096, aux.acc_seg: 89.3083, loss: 0.2648 +2024-03-06 13:42:47,143 - mmseg - INFO - Iter [133950/160000] lr: 5.607e-06, eta: 3:41:19, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1654, decode.acc_seg: 92.7594, aux.loss_ce: 0.1139, aux.acc_seg: 88.4351, loss: 0.2793 +2024-03-06 13:43:12,005 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:43:12,005 - mmseg - INFO - Iter [134000/160000] lr: 5.596e-06, eta: 3:40:53, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1533, decode.acc_seg: 93.2835, aux.loss_ce: 0.1055, aux.acc_seg: 89.5391, loss: 0.2588 +2024-03-06 13:43:36,928 - mmseg - INFO - Iter [134050/160000] lr: 5.586e-06, eta: 3:40:28, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 93.0344, aux.loss_ce: 0.1142, aux.acc_seg: 88.6994, loss: 0.2762 +2024-03-06 13:44:02,129 - mmseg - INFO - Iter [134100/160000] lr: 5.575e-06, eta: 3:40:02, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1598, decode.acc_seg: 93.1446, aux.loss_ce: 0.1094, aux.acc_seg: 89.2075, loss: 0.2692 +2024-03-06 13:44:27,054 - mmseg - INFO - Iter [134150/160000] lr: 5.564e-06, eta: 3:39:37, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1552, decode.acc_seg: 93.3759, aux.loss_ce: 0.1119, aux.acc_seg: 89.1499, loss: 0.2670 +2024-03-06 13:44:52,092 - mmseg - INFO - Iter [134200/160000] lr: 5.553e-06, eta: 3:39:11, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1631, decode.acc_seg: 92.9308, aux.loss_ce: 0.1146, aux.acc_seg: 88.7828, loss: 0.2777 +2024-03-06 13:45:17,245 - mmseg - INFO - Iter [134250/160000] lr: 5.542e-06, eta: 3:38:46, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1410, decode.acc_seg: 93.7856, aux.loss_ce: 0.0994, aux.acc_seg: 89.9441, loss: 0.2403 +2024-03-06 13:45:42,254 - mmseg - INFO - Iter [134300/160000] lr: 5.532e-06, eta: 3:38:20, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1612, decode.acc_seg: 92.8886, aux.loss_ce: 0.1069, aux.acc_seg: 89.1293, loss: 0.2681 +2024-03-06 13:46:07,247 - mmseg - INFO - Iter [134350/160000] lr: 5.521e-06, eta: 3:37:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1632, decode.acc_seg: 92.9146, aux.loss_ce: 0.1114, aux.acc_seg: 88.9893, loss: 0.2746 +2024-03-06 13:46:32,167 - mmseg - INFO - Iter [134400/160000] lr: 5.510e-06, eta: 3:37:29, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1588, decode.acc_seg: 93.2826, aux.loss_ce: 0.1087, aux.acc_seg: 89.3297, loss: 0.2675 +2024-03-06 13:46:57,091 - mmseg - INFO - Iter [134450/160000] lr: 5.499e-06, eta: 3:37:03, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1551, decode.acc_seg: 93.2660, aux.loss_ce: 0.1122, aux.acc_seg: 88.9151, loss: 0.2673 +2024-03-06 13:47:22,206 - mmseg - INFO - Iter [134500/160000] lr: 5.489e-06, eta: 3:36:38, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1679, decode.acc_seg: 92.8487, aux.loss_ce: 0.1119, aux.acc_seg: 88.9575, loss: 0.2798 +2024-03-06 13:47:47,228 - mmseg - INFO - Iter [134550/160000] lr: 5.478e-06, eta: 3:36:12, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 92.9428, aux.loss_ce: 0.1107, aux.acc_seg: 89.1178, loss: 0.2724 +2024-03-06 13:48:12,112 - mmseg - INFO - Iter [134600/160000] lr: 5.467e-06, eta: 3:35:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.2943, aux.loss_ce: 0.1078, aux.acc_seg: 89.5106, loss: 0.2659 +2024-03-06 13:48:37,112 - mmseg - INFO - Iter [134650/160000] lr: 5.456e-06, eta: 3:35:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1496, decode.acc_seg: 93.3697, aux.loss_ce: 0.1095, aux.acc_seg: 89.0407, loss: 0.2591 +2024-03-06 13:49:02,088 - mmseg - INFO - Iter [134700/160000] lr: 5.446e-06, eta: 3:34:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 93.0879, aux.loss_ce: 0.1137, aux.acc_seg: 89.0308, loss: 0.2762 +2024-03-06 13:49:27,196 - mmseg - INFO - Iter [134750/160000] lr: 5.435e-06, eta: 3:34:30, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1483, decode.acc_seg: 93.7316, aux.loss_ce: 0.1040, aux.acc_seg: 89.7717, loss: 0.2524 +2024-03-06 13:49:52,121 - mmseg - INFO - Iter [134800/160000] lr: 5.424e-06, eta: 3:34:04, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1655, decode.acc_seg: 92.8934, aux.loss_ce: 0.1184, aux.acc_seg: 88.3898, loss: 0.2839 +2024-03-06 13:50:17,244 - mmseg - INFO - Iter [134850/160000] lr: 5.413e-06, eta: 3:33:39, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1624, decode.acc_seg: 92.8454, aux.loss_ce: 0.1116, aux.acc_seg: 88.8042, loss: 0.2740 +2024-03-06 13:50:42,526 - mmseg - INFO - Iter [134900/160000] lr: 5.403e-06, eta: 3:33:13, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.4680, aux.loss_ce: 0.1068, aux.acc_seg: 89.4257, loss: 0.2584 +2024-03-06 13:51:07,691 - mmseg - INFO - Iter [134950/160000] lr: 5.392e-06, eta: 3:32:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.6214, aux.loss_ce: 0.1056, aux.acc_seg: 89.6752, loss: 0.2523 +2024-03-06 13:51:32,872 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:51:32,873 - mmseg - INFO - Iter [135000/160000] lr: 5.381e-06, eta: 3:32:22, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1468, decode.acc_seg: 93.4578, aux.loss_ce: 0.1068, aux.acc_seg: 89.1185, loss: 0.2536 +2024-03-06 13:51:57,745 - mmseg - INFO - Iter [135050/160000] lr: 5.370e-06, eta: 3:31:56, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1644, decode.acc_seg: 92.9074, aux.loss_ce: 0.1205, aux.acc_seg: 88.2589, loss: 0.2848 +2024-03-06 13:52:22,949 - mmseg - INFO - Iter [135100/160000] lr: 5.360e-06, eta: 3:31:31, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.4716, aux.loss_ce: 0.1043, aux.acc_seg: 89.7560, loss: 0.2548 +2024-03-06 13:52:51,055 - mmseg - INFO - Iter [135150/160000] lr: 5.349e-06, eta: 3:31:06, time: 0.562, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1481, decode.acc_seg: 93.6094, aux.loss_ce: 0.1082, aux.acc_seg: 89.2875, loss: 0.2562 +2024-03-06 13:53:16,141 - mmseg - INFO - Iter [135200/160000] lr: 5.338e-06, eta: 3:30:40, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1590, decode.acc_seg: 93.1175, aux.loss_ce: 0.1107, aux.acc_seg: 89.0719, loss: 0.2697 +2024-03-06 13:53:41,000 - mmseg - INFO - Iter [135250/160000] lr: 5.327e-06, eta: 3:30:15, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1672, decode.acc_seg: 93.0540, aux.loss_ce: 0.1166, aux.acc_seg: 88.7910, loss: 0.2838 +2024-03-06 13:54:06,005 - mmseg - INFO - Iter [135300/160000] lr: 5.316e-06, eta: 3:29:49, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1531, decode.acc_seg: 93.3614, aux.loss_ce: 0.1080, aux.acc_seg: 89.3731, loss: 0.2610 +2024-03-06 13:54:30,999 - mmseg - INFO - Iter [135350/160000] lr: 5.306e-06, eta: 3:29:24, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1591, decode.acc_seg: 93.0517, aux.loss_ce: 0.1078, aux.acc_seg: 89.3221, loss: 0.2669 +2024-03-06 13:54:55,936 - mmseg - INFO - Iter [135400/160000] lr: 5.295e-06, eta: 3:28:58, time: 0.499, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1580, decode.acc_seg: 93.1361, aux.loss_ce: 0.1101, aux.acc_seg: 89.0416, loss: 0.2681 +2024-03-06 13:55:21,008 - mmseg - INFO - Iter [135450/160000] lr: 5.284e-06, eta: 3:28:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1584, decode.acc_seg: 93.3029, aux.loss_ce: 0.1127, aux.acc_seg: 89.1978, loss: 0.2711 +2024-03-06 13:55:45,983 - mmseg - INFO - Iter [135500/160000] lr: 5.273e-06, eta: 3:28:07, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1653, decode.acc_seg: 92.9247, aux.loss_ce: 0.1116, aux.acc_seg: 89.0433, loss: 0.2770 +2024-03-06 13:56:10,996 - mmseg - INFO - Iter [135550/160000] lr: 5.263e-06, eta: 3:27:41, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1584, decode.acc_seg: 93.1237, aux.loss_ce: 0.1106, aux.acc_seg: 89.0779, loss: 0.2690 +2024-03-06 13:56:36,137 - mmseg - INFO - Iter [135600/160000] lr: 5.252e-06, eta: 3:27:16, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1559, decode.acc_seg: 93.2198, aux.loss_ce: 0.1064, aux.acc_seg: 89.4060, loss: 0.2623 +2024-03-06 13:57:01,192 - mmseg - INFO - Iter [135650/160000] lr: 5.241e-06, eta: 3:26:50, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1483, decode.acc_seg: 93.5367, aux.loss_ce: 0.1062, aux.acc_seg: 89.5156, loss: 0.2545 +2024-03-06 13:57:26,490 - mmseg - INFO - Iter [135700/160000] lr: 5.230e-06, eta: 3:26:25, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1572, decode.acc_seg: 93.3917, aux.loss_ce: 0.1088, aux.acc_seg: 89.0518, loss: 0.2660 +2024-03-06 13:57:51,514 - mmseg - INFO - Iter [135750/160000] lr: 5.220e-06, eta: 3:25:59, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1499, decode.acc_seg: 93.5494, aux.loss_ce: 0.1024, aux.acc_seg: 89.8651, loss: 0.2523 +2024-03-06 13:58:16,426 - mmseg - INFO - Iter [135800/160000] lr: 5.209e-06, eta: 3:25:33, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1683, decode.acc_seg: 92.7429, aux.loss_ce: 0.1174, aux.acc_seg: 88.7087, loss: 0.2857 +2024-03-06 13:58:41,377 - mmseg - INFO - Iter [135850/160000] lr: 5.198e-06, eta: 3:25:08, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1642, decode.acc_seg: 93.0866, aux.loss_ce: 0.1164, aux.acc_seg: 88.9021, loss: 0.2806 +2024-03-06 13:59:06,399 - mmseg - INFO - Iter [135900/160000] lr: 5.187e-06, eta: 3:24:42, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 93.1854, aux.loss_ce: 0.1173, aux.acc_seg: 88.6023, loss: 0.2790 +2024-03-06 13:59:31,187 - mmseg - INFO - Iter [135950/160000] lr: 5.177e-06, eta: 3:24:17, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1555, decode.acc_seg: 93.2038, aux.loss_ce: 0.1082, aux.acc_seg: 89.3095, loss: 0.2637 +2024-03-06 13:59:55,946 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 13:59:55,946 - mmseg - INFO - Iter [136000/160000] lr: 5.166e-06, eta: 3:23:51, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 92.9569, aux.loss_ce: 0.1114, aux.acc_seg: 88.7125, loss: 0.2731 +2024-03-06 14:00:20,969 - mmseg - INFO - Iter [136050/160000] lr: 5.155e-06, eta: 3:23:26, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1529, decode.acc_seg: 93.3378, aux.loss_ce: 0.1044, aux.acc_seg: 89.5937, loss: 0.2572 +2024-03-06 14:00:46,069 - mmseg - INFO - Iter [136100/160000] lr: 5.144e-06, eta: 3:23:00, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1593, decode.acc_seg: 92.9099, aux.loss_ce: 0.1103, aux.acc_seg: 88.9501, loss: 0.2696 +2024-03-06 14:01:11,053 - mmseg - INFO - Iter [136150/160000] lr: 5.134e-06, eta: 3:22:34, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.6150, aux.loss_ce: 0.1017, aux.acc_seg: 89.8313, loss: 0.2493 +2024-03-06 14:01:36,115 - mmseg - INFO - Iter [136200/160000] lr: 5.123e-06, eta: 3:22:09, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1531, decode.acc_seg: 93.1675, aux.loss_ce: 0.1082, aux.acc_seg: 89.0904, loss: 0.2614 +2024-03-06 14:02:00,922 - mmseg - INFO - Iter [136250/160000] lr: 5.112e-06, eta: 3:21:43, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1577, decode.acc_seg: 93.1990, aux.loss_ce: 0.1075, aux.acc_seg: 89.5470, loss: 0.2652 +2024-03-06 14:02:26,068 - mmseg - INFO - Iter [136300/160000] lr: 5.101e-06, eta: 3:21:18, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1524, decode.acc_seg: 93.4558, aux.loss_ce: 0.1094, aux.acc_seg: 89.3499, loss: 0.2618 +2024-03-06 14:02:51,122 - mmseg - INFO - Iter [136350/160000] lr: 5.090e-06, eta: 3:20:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.3618, aux.loss_ce: 0.1069, aux.acc_seg: 89.5150, loss: 0.2597 +2024-03-06 14:03:16,140 - mmseg - INFO - Iter [136400/160000] lr: 5.080e-06, eta: 3:20:27, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1609, decode.acc_seg: 93.0708, aux.loss_ce: 0.1128, aux.acc_seg: 89.0413, loss: 0.2737 +2024-03-06 14:03:44,067 - mmseg - INFO - Iter [136450/160000] lr: 5.069e-06, eta: 3:20:02, time: 0.559, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1524, decode.acc_seg: 93.3370, aux.loss_ce: 0.1104, aux.acc_seg: 88.9591, loss: 0.2628 +2024-03-06 14:04:09,118 - mmseg - INFO - Iter [136500/160000] lr: 5.058e-06, eta: 3:19:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1599, decode.acc_seg: 93.1428, aux.loss_ce: 0.1117, aux.acc_seg: 89.0428, loss: 0.2716 +2024-03-06 14:04:34,113 - mmseg - INFO - Iter [136550/160000] lr: 5.047e-06, eta: 3:19:10, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1508, decode.acc_seg: 93.5004, aux.loss_ce: 0.1072, aux.acc_seg: 89.4977, loss: 0.2580 +2024-03-06 14:04:59,183 - mmseg - INFO - Iter [136600/160000] lr: 5.037e-06, eta: 3:18:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1555, decode.acc_seg: 93.2395, aux.loss_ce: 0.1104, aux.acc_seg: 89.1643, loss: 0.2659 +2024-03-06 14:05:24,226 - mmseg - INFO - Iter [136650/160000] lr: 5.026e-06, eta: 3:18:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1565, decode.acc_seg: 93.1395, aux.loss_ce: 0.1116, aux.acc_seg: 88.9854, loss: 0.2682 +2024-03-06 14:05:49,494 - mmseg - INFO - Iter [136700/160000] lr: 5.015e-06, eta: 3:17:54, time: 0.505, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.3656, aux.loss_ce: 0.1060, aux.acc_seg: 89.5231, loss: 0.2610 +2024-03-06 14:06:14,511 - mmseg - INFO - Iter [136750/160000] lr: 5.004e-06, eta: 3:17:28, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1549, decode.acc_seg: 93.3458, aux.loss_ce: 0.1079, aux.acc_seg: 89.3811, loss: 0.2628 +2024-03-06 14:06:39,355 - mmseg - INFO - Iter [136800/160000] lr: 4.994e-06, eta: 3:17:03, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.5285, aux.loss_ce: 0.1065, aux.acc_seg: 89.6449, loss: 0.2589 +2024-03-06 14:07:04,547 - mmseg - INFO - Iter [136850/160000] lr: 4.983e-06, eta: 3:16:37, time: 0.504, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1621, decode.acc_seg: 92.9361, aux.loss_ce: 0.1148, aux.acc_seg: 88.7721, loss: 0.2770 +2024-03-06 14:07:29,564 - mmseg - INFO - Iter [136900/160000] lr: 4.972e-06, eta: 3:16:12, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1553, decode.acc_seg: 93.2936, aux.loss_ce: 0.1094, aux.acc_seg: 89.0808, loss: 0.2647 +2024-03-06 14:07:54,626 - mmseg - INFO - Iter [136950/160000] lr: 4.961e-06, eta: 3:15:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1522, decode.acc_seg: 93.5466, aux.loss_ce: 0.1046, aux.acc_seg: 89.8080, loss: 0.2568 +2024-03-06 14:08:19,464 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:08:19,464 - mmseg - INFO - Iter [137000/160000] lr: 4.951e-06, eta: 3:15:20, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1549, decode.acc_seg: 93.3391, aux.loss_ce: 0.1077, aux.acc_seg: 89.3103, loss: 0.2626 +2024-03-06 14:08:44,210 - mmseg - INFO - Iter [137050/160000] lr: 4.940e-06, eta: 3:14:55, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1483, decode.acc_seg: 93.4494, aux.loss_ce: 0.1035, aux.acc_seg: 89.6568, loss: 0.2518 +2024-03-06 14:09:09,544 - mmseg - INFO - Iter [137100/160000] lr: 4.929e-06, eta: 3:14:29, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1536, decode.acc_seg: 93.2969, aux.loss_ce: 0.1082, aux.acc_seg: 89.2806, loss: 0.2617 +2024-03-06 14:09:34,615 - mmseg - INFO - Iter [137150/160000] lr: 4.918e-06, eta: 3:14:04, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1580, decode.acc_seg: 93.2592, aux.loss_ce: 0.1094, aux.acc_seg: 89.3709, loss: 0.2674 +2024-03-06 14:09:59,942 - mmseg - INFO - Iter [137200/160000] lr: 4.908e-06, eta: 3:13:38, time: 0.507, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.1873, aux.loss_ce: 0.1095, aux.acc_seg: 89.3290, loss: 0.2653 +2024-03-06 14:10:24,895 - mmseg - INFO - Iter [137250/160000] lr: 4.897e-06, eta: 3:13:13, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1578, decode.acc_seg: 93.3309, aux.loss_ce: 0.1129, aux.acc_seg: 89.0031, loss: 0.2708 +2024-03-06 14:10:49,984 - mmseg - INFO - Iter [137300/160000] lr: 4.886e-06, eta: 3:12:47, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1573, decode.acc_seg: 93.1498, aux.loss_ce: 0.1081, aux.acc_seg: 89.2152, loss: 0.2654 +2024-03-06 14:11:15,083 - mmseg - INFO - Iter [137350/160000] lr: 4.875e-06, eta: 3:12:22, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1522, decode.acc_seg: 93.3270, aux.loss_ce: 0.1064, aux.acc_seg: 89.3449, loss: 0.2586 +2024-03-06 14:11:40,287 - mmseg - INFO - Iter [137400/160000] lr: 4.864e-06, eta: 3:11:56, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1659, decode.acc_seg: 92.7220, aux.loss_ce: 0.1213, aux.acc_seg: 88.1233, loss: 0.2872 +2024-03-06 14:12:05,152 - mmseg - INFO - Iter [137450/160000] lr: 4.854e-06, eta: 3:11:31, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1607, decode.acc_seg: 93.3196, aux.loss_ce: 0.1127, aux.acc_seg: 89.1240, loss: 0.2734 +2024-03-06 14:12:29,995 - mmseg - INFO - Iter [137500/160000] lr: 4.843e-06, eta: 3:11:05, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.5206, aux.loss_ce: 0.1067, aux.acc_seg: 89.3980, loss: 0.2543 +2024-03-06 14:12:54,931 - mmseg - INFO - Iter [137550/160000] lr: 4.832e-06, eta: 3:10:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1655, decode.acc_seg: 92.9238, aux.loss_ce: 0.1156, aux.acc_seg: 88.6058, loss: 0.2811 +2024-03-06 14:13:20,025 - mmseg - INFO - Iter [137600/160000] lr: 4.821e-06, eta: 3:10:14, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1551, decode.acc_seg: 93.2834, aux.loss_ce: 0.1109, aux.acc_seg: 89.1862, loss: 0.2660 +2024-03-06 14:13:44,979 - mmseg - INFO - Iter [137650/160000] lr: 4.811e-06, eta: 3:09:48, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1546, decode.acc_seg: 93.2620, aux.loss_ce: 0.1059, aux.acc_seg: 89.5410, loss: 0.2605 +2024-03-06 14:14:13,186 - mmseg - INFO - Iter [137700/160000] lr: 4.800e-06, eta: 3:09:23, time: 0.564, data_time: 0.066, memory: 6292, decode.loss_ce: 0.1618, decode.acc_seg: 93.1874, aux.loss_ce: 0.1086, aux.acc_seg: 89.5036, loss: 0.2704 +2024-03-06 14:14:38,045 - mmseg - INFO - Iter [137750/160000] lr: 4.789e-06, eta: 3:08:58, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1506, decode.acc_seg: 93.3516, aux.loss_ce: 0.1038, aux.acc_seg: 89.4022, loss: 0.2544 +2024-03-06 14:15:03,194 - mmseg - INFO - Iter [137800/160000] lr: 4.778e-06, eta: 3:08:32, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1554, decode.acc_seg: 93.1194, aux.loss_ce: 0.1104, aux.acc_seg: 89.1695, loss: 0.2658 +2024-03-06 14:15:28,167 - mmseg - INFO - Iter [137850/160000] lr: 4.768e-06, eta: 3:08:07, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1565, decode.acc_seg: 93.1984, aux.loss_ce: 0.1102, aux.acc_seg: 89.0604, loss: 0.2667 +2024-03-06 14:15:53,265 - mmseg - INFO - Iter [137900/160000] lr: 4.757e-06, eta: 3:07:41, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.6278, aux.loss_ce: 0.1035, aux.acc_seg: 89.7854, loss: 0.2519 +2024-03-06 14:16:18,363 - mmseg - INFO - Iter [137950/160000] lr: 4.746e-06, eta: 3:07:15, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1507, decode.acc_seg: 93.3459, aux.loss_ce: 0.1057, aux.acc_seg: 89.5579, loss: 0.2563 +2024-03-06 14:16:43,310 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:16:43,310 - mmseg - INFO - Iter [138000/160000] lr: 4.735e-06, eta: 3:06:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.2380, aux.loss_ce: 0.1047, aux.acc_seg: 89.5145, loss: 0.2570 +2024-03-06 14:17:08,480 - mmseg - INFO - Iter [138050/160000] lr: 4.725e-06, eta: 3:06:24, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1593, decode.acc_seg: 93.1063, aux.loss_ce: 0.1163, aux.acc_seg: 88.5809, loss: 0.2756 +2024-03-06 14:17:33,469 - mmseg - INFO - Iter [138100/160000] lr: 4.714e-06, eta: 3:05:59, time: 0.500, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1539, decode.acc_seg: 93.4463, aux.loss_ce: 0.1098, aux.acc_seg: 89.1808, loss: 0.2637 +2024-03-06 14:17:58,542 - mmseg - INFO - Iter [138150/160000] lr: 4.703e-06, eta: 3:05:33, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.2527, aux.loss_ce: 0.1054, aux.acc_seg: 89.4517, loss: 0.2605 +2024-03-06 14:18:23,448 - mmseg - INFO - Iter [138200/160000] lr: 4.692e-06, eta: 3:05:08, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1609, decode.acc_seg: 93.0411, aux.loss_ce: 0.1128, aux.acc_seg: 88.9242, loss: 0.2736 +2024-03-06 14:18:48,534 - mmseg - INFO - Iter [138250/160000] lr: 4.682e-06, eta: 3:04:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1491, decode.acc_seg: 93.5313, aux.loss_ce: 0.1079, aux.acc_seg: 89.3702, loss: 0.2570 +2024-03-06 14:19:13,573 - mmseg - INFO - Iter [138300/160000] lr: 4.671e-06, eta: 3:04:17, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1571, decode.acc_seg: 93.3017, aux.loss_ce: 0.1113, aux.acc_seg: 89.1790, loss: 0.2685 +2024-03-06 14:19:38,519 - mmseg - INFO - Iter [138350/160000] lr: 4.660e-06, eta: 3:03:51, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1504, decode.acc_seg: 93.5038, aux.loss_ce: 0.1057, aux.acc_seg: 89.6838, loss: 0.2561 +2024-03-06 14:20:03,350 - mmseg - INFO - Iter [138400/160000] lr: 4.649e-06, eta: 3:03:25, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.0742, aux.loss_ce: 0.1083, aux.acc_seg: 89.2484, loss: 0.2664 +2024-03-06 14:20:28,161 - mmseg - INFO - Iter [138450/160000] lr: 4.638e-06, eta: 3:03:00, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1555, decode.acc_seg: 93.2242, aux.loss_ce: 0.1102, aux.acc_seg: 89.1361, loss: 0.2658 +2024-03-06 14:20:53,287 - mmseg - INFO - Iter [138500/160000] lr: 4.628e-06, eta: 3:02:34, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1603, decode.acc_seg: 93.1146, aux.loss_ce: 0.1108, aux.acc_seg: 89.2408, loss: 0.2711 +2024-03-06 14:21:18,378 - mmseg - INFO - Iter [138550/160000] lr: 4.617e-06, eta: 3:02:09, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1443, decode.acc_seg: 93.7207, aux.loss_ce: 0.0999, aux.acc_seg: 90.0917, loss: 0.2442 +2024-03-06 14:21:43,617 - mmseg - INFO - Iter [138600/160000] lr: 4.606e-06, eta: 3:01:43, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1473, decode.acc_seg: 93.5978, aux.loss_ce: 0.1029, aux.acc_seg: 89.8066, loss: 0.2502 +2024-03-06 14:22:08,915 - mmseg - INFO - Iter [138650/160000] lr: 4.595e-06, eta: 3:01:18, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1503, decode.acc_seg: 93.4771, aux.loss_ce: 0.1029, aux.acc_seg: 89.8480, loss: 0.2532 +2024-03-06 14:22:33,824 - mmseg - INFO - Iter [138700/160000] lr: 4.585e-06, eta: 3:00:52, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1504, decode.acc_seg: 93.3767, aux.loss_ce: 0.1063, aux.acc_seg: 89.2696, loss: 0.2567 +2024-03-06 14:22:58,864 - mmseg - INFO - Iter [138750/160000] lr: 4.574e-06, eta: 3:00:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1567, decode.acc_seg: 93.1937, aux.loss_ce: 0.1104, aux.acc_seg: 89.0512, loss: 0.2671 +2024-03-06 14:23:23,986 - mmseg - INFO - Iter [138800/160000] lr: 4.563e-06, eta: 3:00:01, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1606, decode.acc_seg: 93.1340, aux.loss_ce: 0.1089, aux.acc_seg: 89.3858, loss: 0.2695 +2024-03-06 14:23:49,050 - mmseg - INFO - Iter [138850/160000] lr: 4.552e-06, eta: 2:59:36, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1493, decode.acc_seg: 93.3000, aux.loss_ce: 0.1066, aux.acc_seg: 89.0873, loss: 0.2559 +2024-03-06 14:24:14,380 - mmseg - INFO - Iter [138900/160000] lr: 4.542e-06, eta: 2:59:10, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1555, decode.acc_seg: 93.1881, aux.loss_ce: 0.1103, aux.acc_seg: 88.9296, loss: 0.2658 +2024-03-06 14:24:42,306 - mmseg - INFO - Iter [138950/160000] lr: 4.531e-06, eta: 2:58:45, time: 0.559, data_time: 0.057, memory: 6292, decode.loss_ce: 0.1516, decode.acc_seg: 93.4924, aux.loss_ce: 0.1061, aux.acc_seg: 89.7020, loss: 0.2577 +2024-03-06 14:25:07,455 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:25:07,456 - mmseg - INFO - Iter [139000/160000] lr: 4.520e-06, eta: 2:58:20, time: 0.503, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1525, decode.acc_seg: 93.3292, aux.loss_ce: 0.1073, aux.acc_seg: 89.3911, loss: 0.2598 +2024-03-06 14:25:32,347 - mmseg - INFO - Iter [139050/160000] lr: 4.509e-06, eta: 2:57:54, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1504, decode.acc_seg: 93.3882, aux.loss_ce: 0.1031, aux.acc_seg: 89.6963, loss: 0.2535 +2024-03-06 14:25:57,539 - mmseg - INFO - Iter [139100/160000] lr: 4.499e-06, eta: 2:57:28, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1617, decode.acc_seg: 93.1239, aux.loss_ce: 0.1097, aux.acc_seg: 89.2152, loss: 0.2714 +2024-03-06 14:26:22,485 - mmseg - INFO - Iter [139150/160000] lr: 4.488e-06, eta: 2:57:03, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1663, decode.acc_seg: 92.8167, aux.loss_ce: 0.1173, aux.acc_seg: 88.5664, loss: 0.2835 +2024-03-06 14:26:47,399 - mmseg - INFO - Iter [139200/160000] lr: 4.477e-06, eta: 2:56:37, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1549, decode.acc_seg: 93.3073, aux.loss_ce: 0.1119, aux.acc_seg: 88.9557, loss: 0.2668 +2024-03-06 14:27:12,289 - mmseg - INFO - Iter [139250/160000] lr: 4.466e-06, eta: 2:56:12, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1509, decode.acc_seg: 93.4242, aux.loss_ce: 0.1070, aux.acc_seg: 89.4067, loss: 0.2579 +2024-03-06 14:27:37,373 - mmseg - INFO - Iter [139300/160000] lr: 4.456e-06, eta: 2:55:46, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.4935, aux.loss_ce: 0.1029, aux.acc_seg: 89.7341, loss: 0.2534 +2024-03-06 14:28:02,532 - mmseg - INFO - Iter [139350/160000] lr: 4.445e-06, eta: 2:55:21, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1496, decode.acc_seg: 93.4351, aux.loss_ce: 0.1046, aux.acc_seg: 89.5342, loss: 0.2541 +2024-03-06 14:28:27,814 - mmseg - INFO - Iter [139400/160000] lr: 4.434e-06, eta: 2:54:55, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1489, decode.acc_seg: 93.5121, aux.loss_ce: 0.1033, aux.acc_seg: 89.6135, loss: 0.2522 +2024-03-06 14:28:52,968 - mmseg - INFO - Iter [139450/160000] lr: 4.423e-06, eta: 2:54:30, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.2087, aux.loss_ce: 0.1065, aux.acc_seg: 89.3173, loss: 0.2623 +2024-03-06 14:29:18,116 - mmseg - INFO - Iter [139500/160000] lr: 4.413e-06, eta: 2:54:04, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1548, decode.acc_seg: 93.3315, aux.loss_ce: 0.1055, aux.acc_seg: 89.6510, loss: 0.2603 +2024-03-06 14:29:43,197 - mmseg - INFO - Iter [139550/160000] lr: 4.402e-06, eta: 2:53:39, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.4608, aux.loss_ce: 0.1058, aux.acc_seg: 89.5511, loss: 0.2551 +2024-03-06 14:30:08,476 - mmseg - INFO - Iter [139600/160000] lr: 4.391e-06, eta: 2:53:13, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 92.9210, aux.loss_ce: 0.1098, aux.acc_seg: 88.9554, loss: 0.2723 +2024-03-06 14:30:33,615 - mmseg - INFO - Iter [139650/160000] lr: 4.380e-06, eta: 2:52:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1549, decode.acc_seg: 93.1846, aux.loss_ce: 0.1090, aux.acc_seg: 89.1479, loss: 0.2638 +2024-03-06 14:30:58,835 - mmseg - INFO - Iter [139700/160000] lr: 4.369e-06, eta: 2:52:22, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1524, decode.acc_seg: 93.5148, aux.loss_ce: 0.1076, aux.acc_seg: 89.6266, loss: 0.2600 +2024-03-06 14:31:23,871 - mmseg - INFO - Iter [139750/160000] lr: 4.359e-06, eta: 2:51:57, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.5426, aux.loss_ce: 0.1080, aux.acc_seg: 89.5946, loss: 0.2604 +2024-03-06 14:31:48,839 - mmseg - INFO - Iter [139800/160000] lr: 4.348e-06, eta: 2:51:31, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1516, decode.acc_seg: 93.4486, aux.loss_ce: 0.1059, aux.acc_seg: 89.6021, loss: 0.2575 +2024-03-06 14:32:13,877 - mmseg - INFO - Iter [139850/160000] lr: 4.337e-06, eta: 2:51:05, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1640, decode.acc_seg: 92.9755, aux.loss_ce: 0.1166, aux.acc_seg: 88.9261, loss: 0.2806 +2024-03-06 14:32:38,928 - mmseg - INFO - Iter [139900/160000] lr: 4.326e-06, eta: 2:50:40, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1619, decode.acc_seg: 93.0528, aux.loss_ce: 0.1131, aux.acc_seg: 88.7138, loss: 0.2750 +2024-03-06 14:33:04,187 - mmseg - INFO - Iter [139950/160000] lr: 4.316e-06, eta: 2:50:14, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1561, decode.acc_seg: 93.2257, aux.loss_ce: 0.1120, aux.acc_seg: 88.9953, loss: 0.2681 +2024-03-06 14:33:29,289 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:33:29,290 - mmseg - INFO - Iter [140000/160000] lr: 4.305e-06, eta: 2:49:49, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1487, decode.acc_seg: 93.4863, aux.loss_ce: 0.1047, aux.acc_seg: 89.5041, loss: 0.2534 +2024-03-06 14:33:54,401 - mmseg - INFO - Iter [140050/160000] lr: 4.294e-06, eta: 2:49:23, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1629, decode.acc_seg: 93.0594, aux.loss_ce: 0.1129, aux.acc_seg: 89.0202, loss: 0.2759 +2024-03-06 14:34:19,686 - mmseg - INFO - Iter [140100/160000] lr: 4.283e-06, eta: 2:48:58, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1481, decode.acc_seg: 93.3735, aux.loss_ce: 0.1044, aux.acc_seg: 89.4727, loss: 0.2525 +2024-03-06 14:34:44,705 - mmseg - INFO - Iter [140150/160000] lr: 4.273e-06, eta: 2:48:32, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1458, decode.acc_seg: 93.5755, aux.loss_ce: 0.0996, aux.acc_seg: 89.9881, loss: 0.2454 +2024-03-06 14:35:12,681 - mmseg - INFO - Iter [140200/160000] lr: 4.262e-06, eta: 2:48:07, time: 0.559, data_time: 0.063, memory: 6292, decode.loss_ce: 0.1544, decode.acc_seg: 93.3176, aux.loss_ce: 0.1091, aux.acc_seg: 89.2185, loss: 0.2635 +2024-03-06 14:35:37,785 - mmseg - INFO - Iter [140250/160000] lr: 4.251e-06, eta: 2:47:42, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1560, decode.acc_seg: 93.0935, aux.loss_ce: 0.1105, aux.acc_seg: 89.0048, loss: 0.2665 +2024-03-06 14:36:02,599 - mmseg - INFO - Iter [140300/160000] lr: 4.240e-06, eta: 2:47:16, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1512, decode.acc_seg: 93.5311, aux.loss_ce: 0.1046, aux.acc_seg: 89.7656, loss: 0.2559 +2024-03-06 14:36:27,837 - mmseg - INFO - Iter [140350/160000] lr: 4.230e-06, eta: 2:46:51, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1565, decode.acc_seg: 93.1884, aux.loss_ce: 0.1148, aux.acc_seg: 88.7915, loss: 0.2712 +2024-03-06 14:36:52,987 - mmseg - INFO - Iter [140400/160000] lr: 4.219e-06, eta: 2:46:25, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1575, decode.acc_seg: 93.0894, aux.loss_ce: 0.1109, aux.acc_seg: 88.8987, loss: 0.2684 +2024-03-06 14:37:18,031 - mmseg - INFO - Iter [140450/160000] lr: 4.208e-06, eta: 2:46:00, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1495, decode.acc_seg: 93.5847, aux.loss_ce: 0.1050, aux.acc_seg: 89.7522, loss: 0.2545 +2024-03-06 14:37:43,183 - mmseg - INFO - Iter [140500/160000] lr: 4.197e-06, eta: 2:45:34, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.4833, aux.loss_ce: 0.1035, aux.acc_seg: 89.7027, loss: 0.2558 +2024-03-06 14:38:08,084 - mmseg - INFO - Iter [140550/160000] lr: 4.187e-06, eta: 2:45:09, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1497, decode.acc_seg: 93.3950, aux.loss_ce: 0.1057, aux.acc_seg: 89.4369, loss: 0.2554 +2024-03-06 14:38:33,074 - mmseg - INFO - Iter [140600/160000] lr: 4.176e-06, eta: 2:44:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1610, decode.acc_seg: 92.9567, aux.loss_ce: 0.1135, aux.acc_seg: 88.7640, loss: 0.2744 +2024-03-06 14:38:58,088 - mmseg - INFO - Iter [140650/160000] lr: 4.165e-06, eta: 2:44:17, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1533, decode.acc_seg: 93.2730, aux.loss_ce: 0.1072, aux.acc_seg: 89.3734, loss: 0.2605 +2024-03-06 14:39:22,999 - mmseg - INFO - Iter [140700/160000] lr: 4.154e-06, eta: 2:43:52, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1452, decode.acc_seg: 93.5058, aux.loss_ce: 0.1011, aux.acc_seg: 89.7362, loss: 0.2462 +2024-03-06 14:39:47,979 - mmseg - INFO - Iter [140750/160000] lr: 4.143e-06, eta: 2:43:26, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.4675, aux.loss_ce: 0.1092, aux.acc_seg: 89.3370, loss: 0.2620 +2024-03-06 14:40:12,905 - mmseg - INFO - Iter [140800/160000] lr: 4.133e-06, eta: 2:43:01, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.3596, aux.loss_ce: 0.1084, aux.acc_seg: 89.2628, loss: 0.2612 +2024-03-06 14:40:38,067 - mmseg - INFO - Iter [140850/160000] lr: 4.122e-06, eta: 2:42:35, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.2982, aux.loss_ce: 0.1066, aux.acc_seg: 89.4102, loss: 0.2585 +2024-03-06 14:41:03,114 - mmseg - INFO - Iter [140900/160000] lr: 4.111e-06, eta: 2:42:10, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1522, decode.acc_seg: 93.5316, aux.loss_ce: 0.1057, aux.acc_seg: 89.9031, loss: 0.2579 +2024-03-06 14:41:28,266 - mmseg - INFO - Iter [140950/160000] lr: 4.100e-06, eta: 2:41:44, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1520, decode.acc_seg: 93.3804, aux.loss_ce: 0.1122, aux.acc_seg: 88.9733, loss: 0.2641 +2024-03-06 14:41:53,466 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:41:53,467 - mmseg - INFO - Iter [141000/160000] lr: 4.090e-06, eta: 2:41:19, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1493, decode.acc_seg: 93.4186, aux.loss_ce: 0.1052, aux.acc_seg: 89.5042, loss: 0.2544 +2024-03-06 14:42:18,522 - mmseg - INFO - Iter [141050/160000] lr: 4.079e-06, eta: 2:40:53, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.1185, aux.loss_ce: 0.1096, aux.acc_seg: 89.0324, loss: 0.2653 +2024-03-06 14:42:43,872 - mmseg - INFO - Iter [141100/160000] lr: 4.068e-06, eta: 2:40:28, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.3553, aux.loss_ce: 0.1075, aux.acc_seg: 89.3074, loss: 0.2603 +2024-03-06 14:43:08,989 - mmseg - INFO - Iter [141150/160000] lr: 4.057e-06, eta: 2:40:02, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1538, decode.acc_seg: 93.3261, aux.loss_ce: 0.1079, aux.acc_seg: 89.3019, loss: 0.2617 +2024-03-06 14:43:34,161 - mmseg - INFO - Iter [141200/160000] lr: 4.047e-06, eta: 2:39:37, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1544, decode.acc_seg: 93.2910, aux.loss_ce: 0.1096, aux.acc_seg: 89.1999, loss: 0.2639 +2024-03-06 14:43:59,251 - mmseg - INFO - Iter [141250/160000] lr: 4.036e-06, eta: 2:39:11, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.1544, aux.loss_ce: 0.1110, aux.acc_seg: 89.1174, loss: 0.2659 +2024-03-06 14:44:24,139 - mmseg - INFO - Iter [141300/160000] lr: 4.025e-06, eta: 2:38:46, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1431, decode.acc_seg: 93.5775, aux.loss_ce: 0.1027, aux.acc_seg: 89.4814, loss: 0.2458 +2024-03-06 14:44:49,204 - mmseg - INFO - Iter [141350/160000] lr: 4.014e-06, eta: 2:38:20, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1504, decode.acc_seg: 93.5539, aux.loss_ce: 0.1083, aux.acc_seg: 89.3275, loss: 0.2587 +2024-03-06 14:45:14,256 - mmseg - INFO - Iter [141400/160000] lr: 4.004e-06, eta: 2:37:55, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.4477, aux.loss_ce: 0.1072, aux.acc_seg: 89.4205, loss: 0.2590 +2024-03-06 14:45:38,974 - mmseg - INFO - Iter [141450/160000] lr: 3.993e-06, eta: 2:37:29, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.2267, aux.loss_ce: 0.1083, aux.acc_seg: 89.2640, loss: 0.2633 +2024-03-06 14:46:06,963 - mmseg - INFO - Iter [141500/160000] lr: 3.982e-06, eta: 2:37:04, time: 0.560, data_time: 0.060, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.4160, aux.loss_ce: 0.1015, aux.acc_seg: 89.7915, loss: 0.2513 +2024-03-06 14:46:32,028 - mmseg - INFO - Iter [141550/160000] lr: 3.971e-06, eta: 2:36:38, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.4193, aux.loss_ce: 0.1063, aux.acc_seg: 89.5616, loss: 0.2583 +2024-03-06 14:46:57,128 - mmseg - INFO - Iter [141600/160000] lr: 3.961e-06, eta: 2:36:13, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.5098, aux.loss_ce: 0.1073, aux.acc_seg: 89.3057, loss: 0.2578 +2024-03-06 14:47:21,842 - mmseg - INFO - Iter [141650/160000] lr: 3.950e-06, eta: 2:35:47, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1535, decode.acc_seg: 93.3692, aux.loss_ce: 0.1064, aux.acc_seg: 89.4298, loss: 0.2598 +2024-03-06 14:47:47,182 - mmseg - INFO - Iter [141700/160000] lr: 3.939e-06, eta: 2:35:22, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1579, decode.acc_seg: 93.1025, aux.loss_ce: 0.1136, aux.acc_seg: 88.7546, loss: 0.2715 +2024-03-06 14:48:12,470 - mmseg - INFO - Iter [141750/160000] lr: 3.928e-06, eta: 2:34:56, time: 0.506, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.4736, aux.loss_ce: 0.1043, aux.acc_seg: 89.6147, loss: 0.2527 +2024-03-06 14:48:37,568 - mmseg - INFO - Iter [141800/160000] lr: 3.917e-06, eta: 2:34:31, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1625, decode.acc_seg: 92.8539, aux.loss_ce: 0.1142, aux.acc_seg: 88.7609, loss: 0.2767 +2024-03-06 14:49:02,520 - mmseg - INFO - Iter [141850/160000] lr: 3.907e-06, eta: 2:34:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.6493, aux.loss_ce: 0.1010, aux.acc_seg: 89.8867, loss: 0.2442 +2024-03-06 14:49:27,665 - mmseg - INFO - Iter [141900/160000] lr: 3.896e-06, eta: 2:33:40, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1516, decode.acc_seg: 93.4602, aux.loss_ce: 0.1083, aux.acc_seg: 89.3837, loss: 0.2599 +2024-03-06 14:49:52,470 - mmseg - INFO - Iter [141950/160000] lr: 3.885e-06, eta: 2:33:14, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1609, decode.acc_seg: 93.1146, aux.loss_ce: 0.1140, aux.acc_seg: 88.9459, loss: 0.2748 +2024-03-06 14:50:17,361 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:50:17,361 - mmseg - INFO - Iter [142000/160000] lr: 3.874e-06, eta: 2:32:49, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1525, decode.acc_seg: 93.4595, aux.loss_ce: 0.1101, aux.acc_seg: 89.3107, loss: 0.2626 +2024-03-06 14:50:42,305 - mmseg - INFO - Iter [142050/160000] lr: 3.864e-06, eta: 2:32:23, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1518, decode.acc_seg: 93.2374, aux.loss_ce: 0.1111, aux.acc_seg: 89.0657, loss: 0.2630 +2024-03-06 14:51:07,282 - mmseg - INFO - Iter [142100/160000] lr: 3.853e-06, eta: 2:31:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.6317, aux.loss_ce: 0.1076, aux.acc_seg: 89.5450, loss: 0.2574 +2024-03-06 14:51:32,176 - mmseg - INFO - Iter [142150/160000] lr: 3.842e-06, eta: 2:31:32, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1574, decode.acc_seg: 93.1737, aux.loss_ce: 0.1105, aux.acc_seg: 89.0883, loss: 0.2678 +2024-03-06 14:51:57,316 - mmseg - INFO - Iter [142200/160000] lr: 3.831e-06, eta: 2:31:06, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1594, decode.acc_seg: 93.2049, aux.loss_ce: 0.1079, aux.acc_seg: 89.5531, loss: 0.2672 +2024-03-06 14:52:22,327 - mmseg - INFO - Iter [142250/160000] lr: 3.821e-06, eta: 2:30:41, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.3132, aux.loss_ce: 0.1059, aux.acc_seg: 89.3627, loss: 0.2576 +2024-03-06 14:52:47,350 - mmseg - INFO - Iter [142300/160000] lr: 3.810e-06, eta: 2:30:15, time: 0.500, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1515, decode.acc_seg: 93.4383, aux.loss_ce: 0.1060, aux.acc_seg: 89.4965, loss: 0.2575 +2024-03-06 14:53:12,285 - mmseg - INFO - Iter [142350/160000] lr: 3.799e-06, eta: 2:29:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1450, decode.acc_seg: 93.6422, aux.loss_ce: 0.1024, aux.acc_seg: 89.7573, loss: 0.2474 +2024-03-06 14:53:37,066 - mmseg - INFO - Iter [142400/160000] lr: 3.788e-06, eta: 2:29:24, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1564, decode.acc_seg: 93.2308, aux.loss_ce: 0.1100, aux.acc_seg: 88.9897, loss: 0.2664 +2024-03-06 14:54:01,873 - mmseg - INFO - Iter [142450/160000] lr: 3.778e-06, eta: 2:28:59, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1571, decode.acc_seg: 93.0772, aux.loss_ce: 0.1130, aux.acc_seg: 88.5992, loss: 0.2700 +2024-03-06 14:54:26,701 - mmseg - INFO - Iter [142500/160000] lr: 3.767e-06, eta: 2:28:33, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1473, decode.acc_seg: 93.6140, aux.loss_ce: 0.1056, aux.acc_seg: 89.5974, loss: 0.2528 +2024-03-06 14:54:51,740 - mmseg - INFO - Iter [142550/160000] lr: 3.756e-06, eta: 2:28:08, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.0574, aux.loss_ce: 0.1112, aux.acc_seg: 88.9694, loss: 0.2693 +2024-03-06 14:55:16,803 - mmseg - INFO - Iter [142600/160000] lr: 3.745e-06, eta: 2:27:42, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1544, decode.acc_seg: 93.2589, aux.loss_ce: 0.1124, aux.acc_seg: 89.0527, loss: 0.2668 +2024-03-06 14:55:41,919 - mmseg - INFO - Iter [142650/160000] lr: 3.735e-06, eta: 2:27:17, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1556, decode.acc_seg: 93.2580, aux.loss_ce: 0.1099, aux.acc_seg: 89.1834, loss: 0.2655 +2024-03-06 14:56:07,081 - mmseg - INFO - Iter [142700/160000] lr: 3.724e-06, eta: 2:26:51, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1495, decode.acc_seg: 93.4352, aux.loss_ce: 0.1093, aux.acc_seg: 89.0886, loss: 0.2589 +2024-03-06 14:56:35,057 - mmseg - INFO - Iter [142750/160000] lr: 3.713e-06, eta: 2:26:26, time: 0.559, data_time: 0.057, memory: 6292, decode.loss_ce: 0.1620, decode.acc_seg: 93.0261, aux.loss_ce: 0.1151, aux.acc_seg: 88.8261, loss: 0.2771 +2024-03-06 14:57:00,088 - mmseg - INFO - Iter [142800/160000] lr: 3.702e-06, eta: 2:26:00, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1515, decode.acc_seg: 93.4727, aux.loss_ce: 0.1060, aux.acc_seg: 89.5057, loss: 0.2575 +2024-03-06 14:57:24,867 - mmseg - INFO - Iter [142850/160000] lr: 3.691e-06, eta: 2:25:35, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1600, decode.acc_seg: 93.2735, aux.loss_ce: 0.1118, aux.acc_seg: 89.2202, loss: 0.2718 +2024-03-06 14:57:49,805 - mmseg - INFO - Iter [142900/160000] lr: 3.681e-06, eta: 2:25:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1540, decode.acc_seg: 93.4276, aux.loss_ce: 0.1089, aux.acc_seg: 89.3266, loss: 0.2628 +2024-03-06 14:58:14,916 - mmseg - INFO - Iter [142950/160000] lr: 3.670e-06, eta: 2:24:44, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1587, decode.acc_seg: 93.2286, aux.loss_ce: 0.1133, aux.acc_seg: 88.9569, loss: 0.2720 +2024-03-06 14:58:39,990 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 14:58:39,991 - mmseg - INFO - Iter [143000/160000] lr: 3.659e-06, eta: 2:24:18, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1581, decode.acc_seg: 93.1312, aux.loss_ce: 0.1093, aux.acc_seg: 89.2452, loss: 0.2675 +2024-03-06 14:59:05,161 - mmseg - INFO - Iter [143050/160000] lr: 3.648e-06, eta: 2:23:53, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1477, decode.acc_seg: 93.5329, aux.loss_ce: 0.1054, aux.acc_seg: 89.4610, loss: 0.2531 +2024-03-06 14:59:30,200 - mmseg - INFO - Iter [143100/160000] lr: 3.638e-06, eta: 2:23:27, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1541, decode.acc_seg: 93.4350, aux.loss_ce: 0.1080, aux.acc_seg: 89.4043, loss: 0.2622 +2024-03-06 14:59:55,233 - mmseg - INFO - Iter [143150/160000] lr: 3.627e-06, eta: 2:23:02, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.5045, aux.loss_ce: 0.1064, aux.acc_seg: 89.3041, loss: 0.2540 +2024-03-06 15:00:20,176 - mmseg - INFO - Iter [143200/160000] lr: 3.616e-06, eta: 2:22:36, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1510, decode.acc_seg: 93.3914, aux.loss_ce: 0.1048, aux.acc_seg: 89.5988, loss: 0.2557 +2024-03-06 15:00:45,038 - mmseg - INFO - Iter [143250/160000] lr: 3.605e-06, eta: 2:22:11, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1504, decode.acc_seg: 93.4930, aux.loss_ce: 0.1046, aux.acc_seg: 89.7438, loss: 0.2550 +2024-03-06 15:01:10,188 - mmseg - INFO - Iter [143300/160000] lr: 3.595e-06, eta: 2:21:45, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1489, decode.acc_seg: 93.4057, aux.loss_ce: 0.1029, aux.acc_seg: 89.6435, loss: 0.2519 +2024-03-06 15:01:34,989 - mmseg - INFO - Iter [143350/160000] lr: 3.584e-06, eta: 2:21:20, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1541, decode.acc_seg: 93.3287, aux.loss_ce: 0.1097, aux.acc_seg: 89.1856, loss: 0.2639 +2024-03-06 15:01:59,972 - mmseg - INFO - Iter [143400/160000] lr: 3.573e-06, eta: 2:20:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1454, decode.acc_seg: 93.5932, aux.loss_ce: 0.1044, aux.acc_seg: 89.5370, loss: 0.2498 +2024-03-06 15:02:24,854 - mmseg - INFO - Iter [143450/160000] lr: 3.562e-06, eta: 2:20:29, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1490, decode.acc_seg: 93.4140, aux.loss_ce: 0.1031, aux.acc_seg: 89.7093, loss: 0.2522 +2024-03-06 15:02:49,827 - mmseg - INFO - Iter [143500/160000] lr: 3.552e-06, eta: 2:20:03, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1548, decode.acc_seg: 93.3192, aux.loss_ce: 0.1106, aux.acc_seg: 89.2375, loss: 0.2654 +2024-03-06 15:03:14,885 - mmseg - INFO - Iter [143550/160000] lr: 3.541e-06, eta: 2:19:38, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1538, decode.acc_seg: 93.3360, aux.loss_ce: 0.1092, aux.acc_seg: 89.3949, loss: 0.2630 +2024-03-06 15:03:40,161 - mmseg - INFO - Iter [143600/160000] lr: 3.530e-06, eta: 2:19:12, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1601, decode.acc_seg: 92.9553, aux.loss_ce: 0.1139, aux.acc_seg: 88.8125, loss: 0.2740 +2024-03-06 15:04:05,364 - mmseg - INFO - Iter [143650/160000] lr: 3.519e-06, eta: 2:18:47, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1480, decode.acc_seg: 93.4882, aux.loss_ce: 0.1056, aux.acc_seg: 89.5772, loss: 0.2536 +2024-03-06 15:04:30,453 - mmseg - INFO - Iter [143700/160000] lr: 3.509e-06, eta: 2:18:21, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1507, decode.acc_seg: 93.3997, aux.loss_ce: 0.1039, aux.acc_seg: 89.5661, loss: 0.2546 +2024-03-06 15:04:55,631 - mmseg - INFO - Iter [143750/160000] lr: 3.498e-06, eta: 2:17:56, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1520, decode.acc_seg: 93.4427, aux.loss_ce: 0.1077, aux.acc_seg: 89.4677, loss: 0.2597 +2024-03-06 15:05:20,846 - mmseg - INFO - Iter [143800/160000] lr: 3.487e-06, eta: 2:17:30, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.7686, aux.loss_ce: 0.1016, aux.acc_seg: 90.1433, loss: 0.2482 +2024-03-06 15:05:45,954 - mmseg - INFO - Iter [143850/160000] lr: 3.476e-06, eta: 2:17:05, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1550, decode.acc_seg: 93.1921, aux.loss_ce: 0.1131, aux.acc_seg: 88.6679, loss: 0.2682 +2024-03-06 15:06:10,922 - mmseg - INFO - Iter [143900/160000] lr: 3.465e-06, eta: 2:16:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1532, decode.acc_seg: 93.3955, aux.loss_ce: 0.1083, aux.acc_seg: 89.4677, loss: 0.2615 +2024-03-06 15:06:36,084 - mmseg - INFO - Iter [143950/160000] lr: 3.455e-06, eta: 2:16:14, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1536, decode.acc_seg: 93.3443, aux.loss_ce: 0.1047, aux.acc_seg: 89.6407, loss: 0.2583 +2024-03-06 15:07:04,145 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:07:04,146 - mmseg - INFO - Iter [144000/160000] lr: 3.444e-06, eta: 2:15:48, time: 0.561, data_time: 0.065, memory: 6292, decode.loss_ce: 0.1474, decode.acc_seg: 93.4377, aux.loss_ce: 0.1069, aux.acc_seg: 89.2071, loss: 0.2543 +2024-03-06 15:08:40,238 - mmseg - INFO - per class results: +2024-03-06 15:08:40,246 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 75.97 | 88.49 | +| building | 82.5 | 92.63 | +| sky | 94.13 | 97.37 | +| floor | 79.4 | 91.23 | +| tree | 72.76 | 88.54 | +| ceiling | 82.96 | 92.03 | +| road | 83.04 | 90.45 | +| bed | 87.46 | 95.48 | +| windowpane | 61.07 | 77.44 | +| grass | 68.43 | 83.85 | +| cabinet | 58.84 | 71.17 | +| sidewalk | 66.07 | 80.49 | +| person | 80.32 | 92.97 | +| earth | 36.14 | 50.06 | +| door | 46.44 | 62.9 | +| table | 60.21 | 76.85 | +| mountain | 56.29 | 72.79 | +| plant | 51.16 | 61.18 | +| curtain | 72.08 | 82.63 | +| chair | 55.96 | 71.47 | +| car | 83.28 | 91.19 | +| water | 45.33 | 58.02 | +| painting | 73.66 | 86.76 | +| sofa | 65.42 | 82.41 | +| shelf | 40.27 | 58.99 | +| house | 47.05 | 61.42 | +| sea | 51.83 | 71.82 | +| mirror | 62.35 | 69.64 | +| rug | 47.2 | 54.59 | +| field | 26.65 | 37.9 | +| armchair | 40.08 | 54.9 | +| seat | 59.19 | 78.99 | +| fence | 40.19 | 50.83 | +| desk | 49.09 | 67.22 | +| rock | 42.28 | 67.76 | +| wardrobe | 46.5 | 63.07 | +| lamp | 63.74 | 75.53 | +| bathtub | 73.36 | 82.54 | +| railing | 30.79 | 40.58 | +| cushion | 54.99 | 70.73 | +| base | 22.92 | 26.59 | +| box | 19.55 | 26.57 | +| column | 38.91 | 47.07 | +| signboard | 37.76 | 50.41 | +| chest of drawers | 39.72 | 55.32 | +| counter | 28.4 | 36.46 | +| sand | 47.21 | 61.87 | +| sink | 69.34 | 79.8 | +| skyscraper | 57.66 | 74.43 | +| fireplace | 72.64 | 83.25 | +| refrigerator | 72.24 | 84.71 | +| grandstand | 42.78 | 62.64 | +| path | 21.74 | 32.99 | +| stairs | 31.23 | 38.36 | +| runway | 64.59 | 83.68 | +| case | 38.18 | 48.93 | +| pool table | 93.34 | 96.59 | +| pillow | 52.61 | 60.93 | +| screen door | 61.47 | 70.63 | +| stairway | 32.0 | 40.54 | +| river | 9.29 | 28.03 | +| bridge | 49.38 | 56.68 | +| bookcase | 44.89 | 60.91 | +| blind | 35.15 | 38.8 | +| coffee table | 59.34 | 76.34 | +| toilet | 84.09 | 89.43 | +| flower | 44.4 | 57.76 | +| book | 44.87 | 65.55 | +| hill | 5.58 | 7.77 | +| bench | 43.42 | 52.91 | +| countertop | 54.2 | 69.86 | +| stove | 75.65 | 86.07 | +| palm | 49.75 | 71.49 | +| kitchen island | 31.35 | 47.94 | +| computer | 56.23 | 66.53 | +| swivel chair | 38.23 | 50.13 | +| boat | 69.71 | 81.59 | +| bar | 20.44 | 25.8 | +| arcade machine | 40.86 | 42.78 | +| hovel | 25.28 | 29.89 | +| bus | 81.39 | 93.35 | +| towel | 55.09 | 69.94 | +| light | 54.19 | 61.76 | +| truck | 16.97 | 21.1 | +| tower | 28.63 | 34.44 | +| chandelier | 67.58 | 81.03 | +| awning | 21.97 | 26.54 | +| streetlight | 26.19 | 34.08 | +| booth | 44.87 | 47.42 | +| television receiver | 66.8 | 78.6 | +| airplane | 57.27 | 64.26 | +| dirt track | 19.23 | 42.1 | +| apparel | 36.48 | 50.59 | +| pole | 21.61 | 29.87 | +| land | 5.56 | 8.17 | +| bannister | 11.96 | 16.22 | +| escalator | 28.05 | 33.06 | +| ottoman | 37.04 | 48.23 | +| bottle | 39.49 | 56.31 | +| buffet | 42.64 | 47.51 | +| poster | 27.57 | 36.9 | +| stage | 17.98 | 24.5 | +| van | 45.98 | 61.81 | +| ship | 75.25 | 78.25 | +| fountain | 19.34 | 20.02 | +| conveyer belt | 74.81 | 85.02 | +| canopy | 18.25 | 20.16 | +| washer | 67.97 | 69.52 | +| plaything | 26.55 | 34.65 | +| swimming pool | 43.35 | 67.09 | +| stool | 39.13 | 51.95 | +| barrel | 54.98 | 72.23 | +| basket | 27.48 | 37.56 | +| waterfall | 69.64 | 80.36 | +| tent | 91.67 | 98.86 | +| bag | 9.06 | 10.75 | +| minibike | 71.72 | 81.42 | +| cradle | 79.61 | 91.03 | +| oven | 40.88 | 59.95 | +| ball | 47.87 | 51.12 | +| food | 49.73 | 59.54 | +| step | 9.72 | 11.04 | +| tank | 39.99 | 42.36 | +| trade name | 29.54 | 38.18 | +| microwave | 59.12 | 63.34 | +| pot | 40.23 | 48.64 | +| animal | 60.09 | 63.26 | +| bicycle | 55.58 | 70.63 | +| lake | 60.57 | 64.09 | +| dishwasher | 58.38 | 63.33 | +| screen | 64.75 | 78.37 | +| blanket | 11.43 | 13.1 | +| sculpture | 50.48 | 60.66 | +| hood | 60.11 | 69.05 | +| sconce | 42.69 | 54.99 | +| vase | 38.76 | 50.79 | +| traffic light | 31.07 | 48.11 | +| tray | 11.39 | 24.85 | +| ashcan | 34.34 | 43.04 | +| fan | 59.98 | 73.74 | +| pier | 31.61 | 41.75 | +| crt screen | 7.13 | 16.58 | +| plate | 46.84 | 59.66 | +| monitor | 13.74 | 15.63 | +| bulletin board | 37.2 | 51.31 | +| shower | 3.82 | 6.07 | +| radiator | 49.58 | 56.22 | +| glass | 13.65 | 14.97 | +| clock | 32.58 | 36.37 | +| flag | 41.19 | 44.86 | ++---------------------+-------+-------+ +2024-03-06 15:08:40,247 - mmseg - INFO - Summary: +2024-03-06 15:08:40,247 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 82.23 | 47.32 | 57.83 | ++-------+-------+-------+ +2024-03-06 15:08:40,258 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:08:40,258 - mmseg - INFO - Iter(val) [500] aAcc: 0.8223, mIoU: 0.4732, mAcc: 0.5783, IoU.wall: 0.7597, IoU.building: 0.8250, IoU.sky: 0.9413, IoU.floor: 0.7940, IoU.tree: 0.7276, IoU.ceiling: 0.8296, IoU.road: 0.8304, IoU.bed : 0.8746, IoU.windowpane: 0.6107, IoU.grass: 0.6843, IoU.cabinet: 0.5884, IoU.sidewalk: 0.6607, IoU.person: 0.8032, IoU.earth: 0.3614, IoU.door: 0.4644, IoU.table: 0.6021, IoU.mountain: 0.5629, IoU.plant: 0.5116, IoU.curtain: 0.7208, IoU.chair: 0.5596, IoU.car: 0.8328, IoU.water: 0.4533, IoU.painting: 0.7366, IoU.sofa: 0.6542, IoU.shelf: 0.4027, IoU.house: 0.4705, IoU.sea: 0.5183, IoU.mirror: 0.6235, IoU.rug: 0.4720, IoU.field: 0.2665, IoU.armchair: 0.4008, IoU.seat: 0.5919, IoU.fence: 0.4019, IoU.desk: 0.4909, IoU.rock: 0.4228, IoU.wardrobe: 0.4650, IoU.lamp: 0.6374, IoU.bathtub: 0.7336, IoU.railing: 0.3079, IoU.cushion: 0.5499, IoU.base: 0.2292, IoU.box: 0.1955, IoU.column: 0.3891, IoU.signboard: 0.3776, IoU.chest of drawers: 0.3972, IoU.counter: 0.2840, IoU.sand: 0.4721, IoU.sink: 0.6934, IoU.skyscraper: 0.5766, IoU.fireplace: 0.7264, IoU.refrigerator: 0.7224, IoU.grandstand: 0.4278, IoU.path: 0.2174, IoU.stairs: 0.3123, IoU.runway: 0.6459, IoU.case: 0.3818, IoU.pool table: 0.9334, IoU.pillow: 0.5261, IoU.screen door: 0.6147, IoU.stairway: 0.3200, IoU.river: 0.0929, IoU.bridge: 0.4938, IoU.bookcase: 0.4489, IoU.blind: 0.3515, IoU.coffee table: 0.5934, IoU.toilet: 0.8409, IoU.flower: 0.4440, IoU.book: 0.4487, IoU.hill: 0.0558, IoU.bench: 0.4342, IoU.countertop: 0.5420, IoU.stove: 0.7565, IoU.palm: 0.4975, IoU.kitchen island: 0.3135, IoU.computer: 0.5623, IoU.swivel chair: 0.3823, IoU.boat: 0.6971, IoU.bar: 0.2044, IoU.arcade machine: 0.4086, IoU.hovel: 0.2528, IoU.bus: 0.8139, IoU.towel: 0.5509, IoU.light: 0.5419, IoU.truck: 0.1697, IoU.tower: 0.2863, IoU.chandelier: 0.6758, IoU.awning: 0.2197, IoU.streetlight: 0.2619, IoU.booth: 0.4487, IoU.television receiver: 0.6680, IoU.airplane: 0.5727, IoU.dirt track: 0.1923, IoU.apparel: 0.3648, IoU.pole: 0.2161, IoU.land: 0.0556, IoU.bannister: 0.1196, IoU.escalator: 0.2805, IoU.ottoman: 0.3704, IoU.bottle: 0.3949, IoU.buffet: 0.4264, IoU.poster: 0.2757, IoU.stage: 0.1798, IoU.van: 0.4598, IoU.ship: 0.7525, IoU.fountain: 0.1934, IoU.conveyer belt: 0.7481, IoU.canopy: 0.1825, IoU.washer: 0.6797, IoU.plaything: 0.2655, IoU.swimming pool: 0.4335, IoU.stool: 0.3913, IoU.barrel: 0.5498, IoU.basket: 0.2748, IoU.waterfall: 0.6964, IoU.tent: 0.9167, IoU.bag: 0.0906, IoU.minibike: 0.7172, IoU.cradle: 0.7961, IoU.oven: 0.4088, IoU.ball: 0.4787, IoU.food: 0.4973, IoU.step: 0.0972, IoU.tank: 0.3999, IoU.trade name: 0.2954, IoU.microwave: 0.5912, IoU.pot: 0.4023, IoU.animal: 0.6009, IoU.bicycle: 0.5558, IoU.lake: 0.6057, IoU.dishwasher: 0.5838, IoU.screen: 0.6475, IoU.blanket: 0.1143, IoU.sculpture: 0.5048, IoU.hood: 0.6011, IoU.sconce: 0.4269, IoU.vase: 0.3876, IoU.traffic light: 0.3107, IoU.tray: 0.1139, IoU.ashcan: 0.3434, IoU.fan: 0.5998, IoU.pier: 0.3161, IoU.crt screen: 0.0713, IoU.plate: 0.4684, IoU.monitor: 0.1374, IoU.bulletin board: 0.3720, IoU.shower: 0.0382, IoU.radiator: 0.4958, IoU.glass: 0.1365, IoU.clock: 0.3258, IoU.flag: 0.4119, Acc.wall: 0.8849, Acc.building: 0.9263, Acc.sky: 0.9737, Acc.floor: 0.9123, Acc.tree: 0.8854, Acc.ceiling: 0.9203, Acc.road: 0.9045, Acc.bed : 0.9548, Acc.windowpane: 0.7744, Acc.grass: 0.8385, Acc.cabinet: 0.7117, Acc.sidewalk: 0.8049, Acc.person: 0.9297, Acc.earth: 0.5006, Acc.door: 0.6290, Acc.table: 0.7685, Acc.mountain: 0.7279, Acc.plant: 0.6118, Acc.curtain: 0.8263, Acc.chair: 0.7147, Acc.car: 0.9119, Acc.water: 0.5802, Acc.painting: 0.8676, Acc.sofa: 0.8241, Acc.shelf: 0.5899, Acc.house: 0.6142, Acc.sea: 0.7182, Acc.mirror: 0.6964, Acc.rug: 0.5459, Acc.field: 0.3790, Acc.armchair: 0.5490, Acc.seat: 0.7899, Acc.fence: 0.5083, Acc.desk: 0.6722, Acc.rock: 0.6776, Acc.wardrobe: 0.6307, Acc.lamp: 0.7553, Acc.bathtub: 0.8254, Acc.railing: 0.4058, Acc.cushion: 0.7073, Acc.base: 0.2659, Acc.box: 0.2657, Acc.column: 0.4707, Acc.signboard: 0.5041, Acc.chest of drawers: 0.5532, Acc.counter: 0.3646, Acc.sand: 0.6187, Acc.sink: 0.7980, Acc.skyscraper: 0.7443, Acc.fireplace: 0.8325, Acc.refrigerator: 0.8471, Acc.grandstand: 0.6264, Acc.path: 0.3299, Acc.stairs: 0.3836, Acc.runway: 0.8368, Acc.case: 0.4893, Acc.pool table: 0.9659, Acc.pillow: 0.6093, Acc.screen door: 0.7063, Acc.stairway: 0.4054, Acc.river: 0.2803, Acc.bridge: 0.5668, Acc.bookcase: 0.6091, Acc.blind: 0.3880, Acc.coffee table: 0.7634, Acc.toilet: 0.8943, Acc.flower: 0.5776, Acc.book: 0.6555, Acc.hill: 0.0777, Acc.bench: 0.5291, Acc.countertop: 0.6986, Acc.stove: 0.8607, Acc.palm: 0.7149, Acc.kitchen island: 0.4794, Acc.computer: 0.6653, Acc.swivel chair: 0.5013, Acc.boat: 0.8159, Acc.bar: 0.2580, Acc.arcade machine: 0.4278, Acc.hovel: 0.2989, Acc.bus: 0.9335, Acc.towel: 0.6994, Acc.light: 0.6176, Acc.truck: 0.2110, Acc.tower: 0.3444, Acc.chandelier: 0.8103, Acc.awning: 0.2654, Acc.streetlight: 0.3408, Acc.booth: 0.4742, Acc.television receiver: 0.7860, Acc.airplane: 0.6426, Acc.dirt track: 0.4210, Acc.apparel: 0.5059, Acc.pole: 0.2987, Acc.land: 0.0817, Acc.bannister: 0.1622, Acc.escalator: 0.3306, Acc.ottoman: 0.4823, Acc.bottle: 0.5631, Acc.buffet: 0.4751, Acc.poster: 0.3690, Acc.stage: 0.2450, Acc.van: 0.6181, Acc.ship: 0.7825, Acc.fountain: 0.2002, Acc.conveyer belt: 0.8502, Acc.canopy: 0.2016, Acc.washer: 0.6952, Acc.plaything: 0.3465, Acc.swimming pool: 0.6709, Acc.stool: 0.5195, Acc.barrel: 0.7223, Acc.basket: 0.3756, Acc.waterfall: 0.8036, Acc.tent: 0.9886, Acc.bag: 0.1075, Acc.minibike: 0.8142, Acc.cradle: 0.9103, Acc.oven: 0.5995, Acc.ball: 0.5112, Acc.food: 0.5954, Acc.step: 0.1104, Acc.tank: 0.4236, Acc.trade name: 0.3818, Acc.microwave: 0.6334, Acc.pot: 0.4864, Acc.animal: 0.6326, Acc.bicycle: 0.7063, Acc.lake: 0.6409, Acc.dishwasher: 0.6333, Acc.screen: 0.7837, Acc.blanket: 0.1310, Acc.sculpture: 0.6066, Acc.hood: 0.6905, Acc.sconce: 0.5499, Acc.vase: 0.5079, Acc.traffic light: 0.4811, Acc.tray: 0.2485, Acc.ashcan: 0.4304, Acc.fan: 0.7374, Acc.pier: 0.4175, Acc.crt screen: 0.1658, Acc.plate: 0.5966, Acc.monitor: 0.1563, Acc.bulletin board: 0.5131, Acc.shower: 0.0607, Acc.radiator: 0.5622, Acc.glass: 0.1497, Acc.clock: 0.3637, Acc.flag: 0.4486 +2024-03-06 15:09:05,312 - mmseg - INFO - Iter [144050/160000] lr: 3.433e-06, eta: 2:15:34, time: 2.423, data_time: 1.930, memory: 6292, decode.loss_ce: 0.1440, decode.acc_seg: 93.7304, aux.loss_ce: 0.1058, aux.acc_seg: 89.5945, loss: 0.2498 +2024-03-06 15:09:30,589 - mmseg - INFO - Iter [144100/160000] lr: 3.422e-06, eta: 2:15:08, time: 0.506, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1491, decode.acc_seg: 93.4459, aux.loss_ce: 0.1055, aux.acc_seg: 89.5516, loss: 0.2547 +2024-03-06 15:09:55,643 - mmseg - INFO - Iter [144150/160000] lr: 3.412e-06, eta: 2:14:43, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1499, decode.acc_seg: 93.4392, aux.loss_ce: 0.1062, aux.acc_seg: 89.5515, loss: 0.2561 +2024-03-06 15:10:20,536 - mmseg - INFO - Iter [144200/160000] lr: 3.401e-06, eta: 2:14:17, time: 0.498, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.2667, aux.loss_ce: 0.1107, aux.acc_seg: 89.0165, loss: 0.2665 +2024-03-06 15:10:45,487 - mmseg - INFO - Iter [144250/160000] lr: 3.390e-06, eta: 2:13:51, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.5444, aux.loss_ce: 0.1037, aux.acc_seg: 89.6181, loss: 0.2492 +2024-03-06 15:11:10,542 - mmseg - INFO - Iter [144300/160000] lr: 3.379e-06, eta: 2:13:26, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.4774, aux.loss_ce: 0.1043, aux.acc_seg: 89.7905, loss: 0.2562 +2024-03-06 15:11:35,413 - mmseg - INFO - Iter [144350/160000] lr: 3.369e-06, eta: 2:13:00, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.5713, aux.loss_ce: 0.1053, aux.acc_seg: 89.6564, loss: 0.2558 +2024-03-06 15:12:00,507 - mmseg - INFO - Iter [144400/160000] lr: 3.358e-06, eta: 2:12:35, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1430, decode.acc_seg: 93.6836, aux.loss_ce: 0.0961, aux.acc_seg: 90.2785, loss: 0.2391 +2024-03-06 15:12:25,625 - mmseg - INFO - Iter [144450/160000] lr: 3.347e-06, eta: 2:12:09, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1451, decode.acc_seg: 93.5256, aux.loss_ce: 0.1035, aux.acc_seg: 89.4296, loss: 0.2487 +2024-03-06 15:12:50,650 - mmseg - INFO - Iter [144500/160000] lr: 3.336e-06, eta: 2:11:44, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1531, decode.acc_seg: 93.3277, aux.loss_ce: 0.1076, aux.acc_seg: 89.2042, loss: 0.2606 +2024-03-06 15:13:15,477 - mmseg - INFO - Iter [144550/160000] lr: 3.326e-06, eta: 2:11:18, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1431, decode.acc_seg: 93.6144, aux.loss_ce: 0.1050, aux.acc_seg: 89.3421, loss: 0.2481 +2024-03-06 15:13:40,487 - mmseg - INFO - Iter [144600/160000] lr: 3.315e-06, eta: 2:10:53, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1503, decode.acc_seg: 93.4431, aux.loss_ce: 0.1101, aux.acc_seg: 89.0818, loss: 0.2603 +2024-03-06 15:14:05,483 - mmseg - INFO - Iter [144650/160000] lr: 3.304e-06, eta: 2:10:27, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1577, decode.acc_seg: 93.1258, aux.loss_ce: 0.1111, aux.acc_seg: 88.9439, loss: 0.2688 +2024-03-06 15:14:30,312 - mmseg - INFO - Iter [144700/160000] lr: 3.293e-06, eta: 2:10:01, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.3635, aux.loss_ce: 0.1017, aux.acc_seg: 89.7311, loss: 0.2501 +2024-03-06 15:14:55,456 - mmseg - INFO - Iter [144750/160000] lr: 3.283e-06, eta: 2:09:36, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1534, decode.acc_seg: 93.2967, aux.loss_ce: 0.1098, aux.acc_seg: 89.2093, loss: 0.2632 +2024-03-06 15:15:20,602 - mmseg - INFO - Iter [144800/160000] lr: 3.272e-06, eta: 2:09:10, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1468, decode.acc_seg: 93.4970, aux.loss_ce: 0.1030, aux.acc_seg: 89.3308, loss: 0.2498 +2024-03-06 15:15:45,670 - mmseg - INFO - Iter [144850/160000] lr: 3.261e-06, eta: 2:08:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1574, decode.acc_seg: 93.2399, aux.loss_ce: 0.1127, aux.acc_seg: 88.9751, loss: 0.2701 +2024-03-06 15:16:10,687 - mmseg - INFO - Iter [144900/160000] lr: 3.250e-06, eta: 2:08:19, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1568, decode.acc_seg: 93.3998, aux.loss_ce: 0.1083, aux.acc_seg: 89.5323, loss: 0.2651 +2024-03-06 15:16:35,704 - mmseg - INFO - Iter [144950/160000] lr: 3.239e-06, eta: 2:07:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1569, decode.acc_seg: 93.3063, aux.loss_ce: 0.1120, aux.acc_seg: 89.0613, loss: 0.2690 +2024-03-06 15:17:00,720 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:17:00,720 - mmseg - INFO - Iter [145000/160000] lr: 3.229e-06, eta: 2:07:28, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1566, decode.acc_seg: 93.3513, aux.loss_ce: 0.1096, aux.acc_seg: 89.3436, loss: 0.2661 +2024-03-06 15:17:25,676 - mmseg - INFO - Iter [145050/160000] lr: 3.218e-06, eta: 2:07:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1448, decode.acc_seg: 93.6918, aux.loss_ce: 0.1045, aux.acc_seg: 89.5517, loss: 0.2493 +2024-03-06 15:17:50,402 - mmseg - INFO - Iter [145100/160000] lr: 3.207e-06, eta: 2:06:37, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1458, decode.acc_seg: 93.7602, aux.loss_ce: 0.1066, aux.acc_seg: 89.6337, loss: 0.2524 +2024-03-06 15:18:15,590 - mmseg - INFO - Iter [145150/160000] lr: 3.196e-06, eta: 2:06:12, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1490, decode.acc_seg: 93.4104, aux.loss_ce: 0.1049, aux.acc_seg: 89.5830, loss: 0.2540 +2024-03-06 15:18:40,540 - mmseg - INFO - Iter [145200/160000] lr: 3.186e-06, eta: 2:05:46, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1513, decode.acc_seg: 93.4402, aux.loss_ce: 0.1038, aux.acc_seg: 89.8750, loss: 0.2551 +2024-03-06 15:19:08,692 - mmseg - INFO - Iter [145250/160000] lr: 3.175e-06, eta: 2:05:21, time: 0.563, data_time: 0.065, memory: 6292, decode.loss_ce: 0.1506, decode.acc_seg: 93.4821, aux.loss_ce: 0.1075, aux.acc_seg: 89.4310, loss: 0.2581 +2024-03-06 15:19:33,588 - mmseg - INFO - Iter [145300/160000] lr: 3.164e-06, eta: 2:04:55, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1490, decode.acc_seg: 93.5356, aux.loss_ce: 0.1038, aux.acc_seg: 89.6939, loss: 0.2528 +2024-03-06 15:19:58,594 - mmseg - INFO - Iter [145350/160000] lr: 3.153e-06, eta: 2:04:30, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1510, decode.acc_seg: 93.4670, aux.loss_ce: 0.1085, aux.acc_seg: 89.3418, loss: 0.2595 +2024-03-06 15:20:23,727 - mmseg - INFO - Iter [145400/160000] lr: 3.143e-06, eta: 2:04:04, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1465, decode.acc_seg: 93.6589, aux.loss_ce: 0.1026, aux.acc_seg: 89.8142, loss: 0.2491 +2024-03-06 15:20:48,777 - mmseg - INFO - Iter [145450/160000] lr: 3.132e-06, eta: 2:03:39, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1567, decode.acc_seg: 93.2986, aux.loss_ce: 0.1106, aux.acc_seg: 89.1243, loss: 0.2673 +2024-03-06 15:21:13,796 - mmseg - INFO - Iter [145500/160000] lr: 3.121e-06, eta: 2:03:13, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1520, decode.acc_seg: 93.4169, aux.loss_ce: 0.1090, aux.acc_seg: 89.1235, loss: 0.2610 +2024-03-06 15:21:38,877 - mmseg - INFO - Iter [145550/160000] lr: 3.110e-06, eta: 2:02:47, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1352, decode.acc_seg: 94.0350, aux.loss_ce: 0.0958, aux.acc_seg: 90.3498, loss: 0.2310 +2024-03-06 15:22:03,893 - mmseg - INFO - Iter [145600/160000] lr: 3.100e-06, eta: 2:02:22, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1520, decode.acc_seg: 93.3498, aux.loss_ce: 0.1077, aux.acc_seg: 89.4063, loss: 0.2597 +2024-03-06 15:22:29,095 - mmseg - INFO - Iter [145650/160000] lr: 3.089e-06, eta: 2:01:56, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1487, decode.acc_seg: 93.4808, aux.loss_ce: 0.1065, aux.acc_seg: 89.2720, loss: 0.2552 +2024-03-06 15:22:54,170 - mmseg - INFO - Iter [145700/160000] lr: 3.078e-06, eta: 2:01:31, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1482, decode.acc_seg: 93.5717, aux.loss_ce: 0.1067, aux.acc_seg: 89.4233, loss: 0.2549 +2024-03-06 15:23:19,177 - mmseg - INFO - Iter [145750/160000] lr: 3.067e-06, eta: 2:01:05, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.7905, aux.loss_ce: 0.1011, aux.acc_seg: 89.9700, loss: 0.2443 +2024-03-06 15:23:44,044 - mmseg - INFO - Iter [145800/160000] lr: 3.057e-06, eta: 2:00:40, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1478, decode.acc_seg: 93.6372, aux.loss_ce: 0.1096, aux.acc_seg: 89.2560, loss: 0.2574 +2024-03-06 15:24:09,320 - mmseg - INFO - Iter [145850/160000] lr: 3.046e-06, eta: 2:00:14, time: 0.506, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1480, decode.acc_seg: 93.4009, aux.loss_ce: 0.1046, aux.acc_seg: 89.5418, loss: 0.2526 +2024-03-06 15:24:34,477 - mmseg - INFO - Iter [145900/160000] lr: 3.035e-06, eta: 1:59:49, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1514, decode.acc_seg: 93.4633, aux.loss_ce: 0.1073, aux.acc_seg: 89.3441, loss: 0.2587 +2024-03-06 15:24:59,599 - mmseg - INFO - Iter [145950/160000] lr: 3.024e-06, eta: 1:59:23, time: 0.502, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1509, decode.acc_seg: 93.5922, aux.loss_ce: 0.1046, aux.acc_seg: 89.9301, loss: 0.2555 +2024-03-06 15:25:24,611 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:25:24,612 - mmseg - INFO - Iter [146000/160000] lr: 3.013e-06, eta: 1:58:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1511, decode.acc_seg: 93.3981, aux.loss_ce: 0.1066, aux.acc_seg: 89.3736, loss: 0.2577 +2024-03-06 15:25:49,822 - mmseg - INFO - Iter [146050/160000] lr: 3.003e-06, eta: 1:58:32, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1513, decode.acc_seg: 93.3593, aux.loss_ce: 0.1106, aux.acc_seg: 88.9283, loss: 0.2619 +2024-03-06 15:26:14,804 - mmseg - INFO - Iter [146100/160000] lr: 2.992e-06, eta: 1:58:07, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1464, decode.acc_seg: 93.5298, aux.loss_ce: 0.1063, aux.acc_seg: 89.3508, loss: 0.2527 +2024-03-06 15:26:40,025 - mmseg - INFO - Iter [146150/160000] lr: 2.981e-06, eta: 1:57:41, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1526, decode.acc_seg: 93.2841, aux.loss_ce: 0.1031, aux.acc_seg: 89.6705, loss: 0.2557 +2024-03-06 15:27:05,291 - mmseg - INFO - Iter [146200/160000] lr: 2.970e-06, eta: 1:57:16, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1518, decode.acc_seg: 93.3001, aux.loss_ce: 0.1025, aux.acc_seg: 89.6375, loss: 0.2543 +2024-03-06 15:27:30,432 - mmseg - INFO - Iter [146250/160000] lr: 2.960e-06, eta: 1:56:50, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1563, decode.acc_seg: 93.2799, aux.loss_ce: 0.1083, aux.acc_seg: 89.4175, loss: 0.2645 +2024-03-06 15:27:55,407 - mmseg - INFO - Iter [146300/160000] lr: 2.949e-06, eta: 1:56:25, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1579, decode.acc_seg: 93.3393, aux.loss_ce: 0.1124, aux.acc_seg: 89.0909, loss: 0.2703 +2024-03-06 15:28:20,329 - mmseg - INFO - Iter [146350/160000] lr: 2.938e-06, eta: 1:55:59, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1486, decode.acc_seg: 93.4374, aux.loss_ce: 0.1042, aux.acc_seg: 89.4812, loss: 0.2529 +2024-03-06 15:28:45,269 - mmseg - INFO - Iter [146400/160000] lr: 2.927e-06, eta: 1:55:33, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1462, decode.acc_seg: 93.6417, aux.loss_ce: 0.1051, aux.acc_seg: 89.5712, loss: 0.2512 +2024-03-06 15:29:10,634 - mmseg - INFO - Iter [146450/160000] lr: 2.917e-06, eta: 1:55:08, time: 0.507, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1473, decode.acc_seg: 93.7479, aux.loss_ce: 0.1038, aux.acc_seg: 89.9318, loss: 0.2511 +2024-03-06 15:29:35,700 - mmseg - INFO - Iter [146500/160000] lr: 2.906e-06, eta: 1:54:42, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1534, decode.acc_seg: 93.2961, aux.loss_ce: 0.1073, aux.acc_seg: 89.1990, loss: 0.2606 +2024-03-06 15:30:03,849 - mmseg - INFO - Iter [146550/160000] lr: 2.895e-06, eta: 1:54:17, time: 0.563, data_time: 0.057, memory: 6292, decode.loss_ce: 0.1464, decode.acc_seg: 93.5353, aux.loss_ce: 0.1030, aux.acc_seg: 89.6192, loss: 0.2494 +2024-03-06 15:30:28,902 - mmseg - INFO - Iter [146600/160000] lr: 2.884e-06, eta: 1:53:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1480, decode.acc_seg: 93.6562, aux.loss_ce: 0.1074, aux.acc_seg: 89.6329, loss: 0.2554 +2024-03-06 15:30:53,712 - mmseg - INFO - Iter [146650/160000] lr: 2.874e-06, eta: 1:53:26, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1469, decode.acc_seg: 93.5928, aux.loss_ce: 0.1050, aux.acc_seg: 89.6276, loss: 0.2519 +2024-03-06 15:31:18,701 - mmseg - INFO - Iter [146700/160000] lr: 2.863e-06, eta: 1:53:01, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1534, decode.acc_seg: 93.2719, aux.loss_ce: 0.1097, aux.acc_seg: 89.2931, loss: 0.2631 +2024-03-06 15:31:43,844 - mmseg - INFO - Iter [146750/160000] lr: 2.852e-06, eta: 1:52:35, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1468, decode.acc_seg: 93.6218, aux.loss_ce: 0.1081, aux.acc_seg: 89.4265, loss: 0.2549 +2024-03-06 15:32:08,796 - mmseg - INFO - Iter [146800/160000] lr: 2.841e-06, eta: 1:52:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.7395, aux.loss_ce: 0.1027, aux.acc_seg: 89.8460, loss: 0.2482 +2024-03-06 15:32:33,924 - mmseg - INFO - Iter [146850/160000] lr: 2.831e-06, eta: 1:51:44, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1511, decode.acc_seg: 93.5123, aux.loss_ce: 0.1089, aux.acc_seg: 89.4143, loss: 0.2600 +2024-03-06 15:32:58,874 - mmseg - INFO - Iter [146900/160000] lr: 2.820e-06, eta: 1:51:18, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1536, decode.acc_seg: 93.3994, aux.loss_ce: 0.1088, aux.acc_seg: 89.3843, loss: 0.2624 +2024-03-06 15:33:23,884 - mmseg - INFO - Iter [146950/160000] lr: 2.809e-06, eta: 1:50:53, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1539, decode.acc_seg: 93.2804, aux.loss_ce: 0.1103, aux.acc_seg: 89.1883, loss: 0.2642 +2024-03-06 15:33:48,800 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:33:48,800 - mmseg - INFO - Iter [147000/160000] lr: 2.798e-06, eta: 1:50:27, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1430, decode.acc_seg: 93.7237, aux.loss_ce: 0.1042, aux.acc_seg: 89.6634, loss: 0.2473 +2024-03-06 15:34:13,834 - mmseg - INFO - Iter [147050/160000] lr: 2.787e-06, eta: 1:50:02, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1465, decode.acc_seg: 93.5736, aux.loss_ce: 0.1066, aux.acc_seg: 89.3940, loss: 0.2530 +2024-03-06 15:34:38,757 - mmseg - INFO - Iter [147100/160000] lr: 2.777e-06, eta: 1:49:36, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1486, decode.acc_seg: 93.4905, aux.loss_ce: 0.1046, aux.acc_seg: 89.6273, loss: 0.2531 +2024-03-06 15:35:04,099 - mmseg - INFO - Iter [147150/160000] lr: 2.766e-06, eta: 1:49:11, time: 0.507, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1470, decode.acc_seg: 93.6627, aux.loss_ce: 0.1043, aux.acc_seg: 89.8167, loss: 0.2513 +2024-03-06 15:35:29,242 - mmseg - INFO - Iter [147200/160000] lr: 2.755e-06, eta: 1:48:45, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1422, decode.acc_seg: 93.6957, aux.loss_ce: 0.1011, aux.acc_seg: 89.8711, loss: 0.2434 +2024-03-06 15:35:54,146 - mmseg - INFO - Iter [147250/160000] lr: 2.744e-06, eta: 1:48:20, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1511, decode.acc_seg: 93.4893, aux.loss_ce: 0.1080, aux.acc_seg: 89.4641, loss: 0.2591 +2024-03-06 15:36:19,135 - mmseg - INFO - Iter [147300/160000] lr: 2.734e-06, eta: 1:47:54, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1569, decode.acc_seg: 93.0572, aux.loss_ce: 0.1136, aux.acc_seg: 88.6539, loss: 0.2705 +2024-03-06 15:36:44,194 - mmseg - INFO - Iter [147350/160000] lr: 2.723e-06, eta: 1:47:29, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1509, decode.acc_seg: 93.4472, aux.loss_ce: 0.1078, aux.acc_seg: 89.4946, loss: 0.2586 +2024-03-06 15:37:09,151 - mmseg - INFO - Iter [147400/160000] lr: 2.712e-06, eta: 1:47:03, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.6082, aux.loss_ce: 0.1077, aux.acc_seg: 89.5818, loss: 0.2582 +2024-03-06 15:37:34,130 - mmseg - INFO - Iter [147450/160000] lr: 2.701e-06, eta: 1:46:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1560, decode.acc_seg: 93.0797, aux.loss_ce: 0.1112, aux.acc_seg: 88.9347, loss: 0.2673 +2024-03-06 15:37:59,058 - mmseg - INFO - Iter [147500/160000] lr: 2.691e-06, eta: 1:46:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1487, decode.acc_seg: 93.4415, aux.loss_ce: 0.1053, aux.acc_seg: 89.4315, loss: 0.2539 +2024-03-06 15:38:24,132 - mmseg - INFO - Iter [147550/160000] lr: 2.680e-06, eta: 1:45:46, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1441, decode.acc_seg: 93.6374, aux.loss_ce: 0.1035, aux.acc_seg: 89.5666, loss: 0.2476 +2024-03-06 15:38:48,925 - mmseg - INFO - Iter [147600/160000] lr: 2.669e-06, eta: 1:45:21, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1477, decode.acc_seg: 93.5465, aux.loss_ce: 0.1034, aux.acc_seg: 89.7379, loss: 0.2510 +2024-03-06 15:39:13,992 - mmseg - INFO - Iter [147650/160000] lr: 2.658e-06, eta: 1:44:55, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1512, decode.acc_seg: 93.4602, aux.loss_ce: 0.1077, aux.acc_seg: 89.6581, loss: 0.2589 +2024-03-06 15:39:39,028 - mmseg - INFO - Iter [147700/160000] lr: 2.648e-06, eta: 1:44:30, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1515, decode.acc_seg: 93.4949, aux.loss_ce: 0.1056, aux.acc_seg: 89.4608, loss: 0.2571 +2024-03-06 15:40:04,076 - mmseg - INFO - Iter [147750/160000] lr: 2.637e-06, eta: 1:44:04, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.3812, aux.loss_ce: 0.1111, aux.acc_seg: 89.1270, loss: 0.2634 +2024-03-06 15:40:32,028 - mmseg - INFO - Iter [147800/160000] lr: 2.626e-06, eta: 1:43:39, time: 0.559, data_time: 0.060, memory: 6292, decode.loss_ce: 0.1521, decode.acc_seg: 93.2288, aux.loss_ce: 0.1082, aux.acc_seg: 89.1246, loss: 0.2603 +2024-03-06 15:40:56,925 - mmseg - INFO - Iter [147850/160000] lr: 2.615e-06, eta: 1:43:14, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.8363, aux.loss_ce: 0.1023, aux.acc_seg: 90.0337, loss: 0.2454 +2024-03-06 15:41:22,028 - mmseg - INFO - Iter [147900/160000] lr: 2.605e-06, eta: 1:42:48, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.3403, aux.loss_ce: 0.1114, aux.acc_seg: 88.9632, loss: 0.2637 +2024-03-06 15:41:47,038 - mmseg - INFO - Iter [147950/160000] lr: 2.594e-06, eta: 1:42:22, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1463, decode.acc_seg: 93.4624, aux.loss_ce: 0.1043, aux.acc_seg: 89.2915, loss: 0.2506 +2024-03-06 15:42:12,199 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:42:12,199 - mmseg - INFO - Iter [148000/160000] lr: 2.583e-06, eta: 1:41:57, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1471, decode.acc_seg: 93.5027, aux.loss_ce: 0.1074, aux.acc_seg: 89.2967, loss: 0.2545 +2024-03-06 15:42:37,301 - mmseg - INFO - Iter [148050/160000] lr: 2.572e-06, eta: 1:41:31, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1446, decode.acc_seg: 93.5485, aux.loss_ce: 0.1036, aux.acc_seg: 89.4866, loss: 0.2483 +2024-03-06 15:43:02,387 - mmseg - INFO - Iter [148100/160000] lr: 2.561e-06, eta: 1:41:06, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.6402, aux.loss_ce: 0.1008, aux.acc_seg: 90.0356, loss: 0.2484 +2024-03-06 15:43:27,460 - mmseg - INFO - Iter [148150/160000] lr: 2.551e-06, eta: 1:40:40, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1485, decode.acc_seg: 93.4958, aux.loss_ce: 0.1072, aux.acc_seg: 89.5757, loss: 0.2557 +2024-03-06 15:43:52,505 - mmseg - INFO - Iter [148200/160000] lr: 2.540e-06, eta: 1:40:15, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1578, decode.acc_seg: 93.0446, aux.loss_ce: 0.1109, aux.acc_seg: 88.9781, loss: 0.2687 +2024-03-06 15:44:17,630 - mmseg - INFO - Iter [148250/160000] lr: 2.529e-06, eta: 1:39:49, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.3114, aux.loss_ce: 0.1040, aux.acc_seg: 89.5314, loss: 0.2538 +2024-03-06 15:44:42,584 - mmseg - INFO - Iter [148300/160000] lr: 2.518e-06, eta: 1:39:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1451, decode.acc_seg: 93.7014, aux.loss_ce: 0.1037, aux.acc_seg: 89.8385, loss: 0.2488 +2024-03-06 15:45:07,605 - mmseg - INFO - Iter [148350/160000] lr: 2.508e-06, eta: 1:38:58, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1525, decode.acc_seg: 93.3411, aux.loss_ce: 0.1049, aux.acc_seg: 89.6692, loss: 0.2574 +2024-03-06 15:45:32,653 - mmseg - INFO - Iter [148400/160000] lr: 2.497e-06, eta: 1:38:33, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1508, decode.acc_seg: 93.5055, aux.loss_ce: 0.1067, aux.acc_seg: 89.5612, loss: 0.2575 +2024-03-06 15:45:57,504 - mmseg - INFO - Iter [148450/160000] lr: 2.486e-06, eta: 1:38:07, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1553, decode.acc_seg: 93.2299, aux.loss_ce: 0.1086, aux.acc_seg: 89.0308, loss: 0.2639 +2024-03-06 15:46:22,369 - mmseg - INFO - Iter [148500/160000] lr: 2.475e-06, eta: 1:37:42, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1469, decode.acc_seg: 93.7315, aux.loss_ce: 0.1037, aux.acc_seg: 89.9258, loss: 0.2505 +2024-03-06 15:46:47,551 - mmseg - INFO - Iter [148550/160000] lr: 2.465e-06, eta: 1:37:16, time: 0.504, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1404, decode.acc_seg: 93.8655, aux.loss_ce: 0.0994, aux.acc_seg: 90.0269, loss: 0.2397 +2024-03-06 15:47:12,638 - mmseg - INFO - Iter [148600/160000] lr: 2.454e-06, eta: 1:36:51, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1514, decode.acc_seg: 93.5075, aux.loss_ce: 0.1069, aux.acc_seg: 89.6286, loss: 0.2584 +2024-03-06 15:47:37,889 - mmseg - INFO - Iter [148650/160000] lr: 2.443e-06, eta: 1:36:25, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1436, decode.acc_seg: 93.7461, aux.loss_ce: 0.1040, aux.acc_seg: 89.8445, loss: 0.2476 +2024-03-06 15:48:02,804 - mmseg - INFO - Iter [148700/160000] lr: 2.432e-06, eta: 1:36:00, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1599, decode.acc_seg: 93.0164, aux.loss_ce: 0.1119, aux.acc_seg: 88.9615, loss: 0.2718 +2024-03-06 15:48:28,055 - mmseg - INFO - Iter [148750/160000] lr: 2.422e-06, eta: 1:35:34, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.4244, aux.loss_ce: 0.1033, aux.acc_seg: 89.4086, loss: 0.2488 +2024-03-06 15:48:53,028 - mmseg - INFO - Iter [148800/160000] lr: 2.411e-06, eta: 1:35:09, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1584, decode.acc_seg: 93.2408, aux.loss_ce: 0.1133, aux.acc_seg: 88.9968, loss: 0.2717 +2024-03-06 15:49:18,054 - mmseg - INFO - Iter [148850/160000] lr: 2.400e-06, eta: 1:34:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1546, decode.acc_seg: 93.3951, aux.loss_ce: 0.1089, aux.acc_seg: 89.3834, loss: 0.2635 +2024-03-06 15:49:43,457 - mmseg - INFO - Iter [148900/160000] lr: 2.389e-06, eta: 1:34:18, time: 0.508, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1374, decode.acc_seg: 93.9574, aux.loss_ce: 0.1009, aux.acc_seg: 89.8868, loss: 0.2383 +2024-03-06 15:50:08,493 - mmseg - INFO - Iter [148950/160000] lr: 2.379e-06, eta: 1:33:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1462, decode.acc_seg: 93.6659, aux.loss_ce: 0.1027, aux.acc_seg: 89.9385, loss: 0.2489 +2024-03-06 15:50:33,738 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:50:33,739 - mmseg - INFO - Iter [149000/160000] lr: 2.368e-06, eta: 1:33:27, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1475, decode.acc_seg: 93.5338, aux.loss_ce: 0.1057, aux.acc_seg: 89.5035, loss: 0.2532 +2024-03-06 15:51:01,774 - mmseg - INFO - Iter [149050/160000] lr: 2.357e-06, eta: 1:33:01, time: 0.561, data_time: 0.065, memory: 6292, decode.loss_ce: 0.1522, decode.acc_seg: 93.4349, aux.loss_ce: 0.1102, aux.acc_seg: 89.2212, loss: 0.2624 +2024-03-06 15:51:27,055 - mmseg - INFO - Iter [149100/160000] lr: 2.346e-06, eta: 1:32:36, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.2128, aux.loss_ce: 0.1096, aux.acc_seg: 88.8878, loss: 0.2619 +2024-03-06 15:51:52,096 - mmseg - INFO - Iter [149150/160000] lr: 2.335e-06, eta: 1:32:10, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1441, decode.acc_seg: 93.8336, aux.loss_ce: 0.1036, aux.acc_seg: 89.9155, loss: 0.2476 +2024-03-06 15:52:17,174 - mmseg - INFO - Iter [149200/160000] lr: 2.325e-06, eta: 1:31:45, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.6016, aux.loss_ce: 0.1065, aux.acc_seg: 89.5405, loss: 0.2549 +2024-03-06 15:52:42,215 - mmseg - INFO - Iter [149250/160000] lr: 2.314e-06, eta: 1:31:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1454, decode.acc_seg: 93.6654, aux.loss_ce: 0.1020, aux.acc_seg: 89.7750, loss: 0.2474 +2024-03-06 15:53:07,014 - mmseg - INFO - Iter [149300/160000] lr: 2.303e-06, eta: 1:30:54, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1501, decode.acc_seg: 93.5789, aux.loss_ce: 0.1067, aux.acc_seg: 89.5068, loss: 0.2568 +2024-03-06 15:53:31,962 - mmseg - INFO - Iter [149350/160000] lr: 2.292e-06, eta: 1:30:28, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.7361, aux.loss_ce: 0.1052, aux.acc_seg: 89.9309, loss: 0.2519 +2024-03-06 15:53:57,028 - mmseg - INFO - Iter [149400/160000] lr: 2.282e-06, eta: 1:30:03, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1529, decode.acc_seg: 93.4980, aux.loss_ce: 0.1049, aux.acc_seg: 89.6477, loss: 0.2578 +2024-03-06 15:54:21,965 - mmseg - INFO - Iter [149450/160000] lr: 2.271e-06, eta: 1:29:37, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1564, decode.acc_seg: 93.1732, aux.loss_ce: 0.1092, aux.acc_seg: 89.2223, loss: 0.2657 +2024-03-06 15:54:47,008 - mmseg - INFO - Iter [149500/160000] lr: 2.260e-06, eta: 1:29:12, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1506, decode.acc_seg: 93.3134, aux.loss_ce: 0.1066, aux.acc_seg: 89.2591, loss: 0.2572 +2024-03-06 15:55:11,942 - mmseg - INFO - Iter [149550/160000] lr: 2.249e-06, eta: 1:28:46, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1462, decode.acc_seg: 93.6777, aux.loss_ce: 0.1028, aux.acc_seg: 89.8581, loss: 0.2490 +2024-03-06 15:55:36,989 - mmseg - INFO - Iter [149600/160000] lr: 2.239e-06, eta: 1:28:21, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1417, decode.acc_seg: 93.6372, aux.loss_ce: 0.1014, aux.acc_seg: 89.6937, loss: 0.2431 +2024-03-06 15:56:02,085 - mmseg - INFO - Iter [149650/160000] lr: 2.228e-06, eta: 1:27:55, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1465, decode.acc_seg: 93.6059, aux.loss_ce: 0.1025, aux.acc_seg: 89.7931, loss: 0.2490 +2024-03-06 15:56:27,254 - mmseg - INFO - Iter [149700/160000] lr: 2.217e-06, eta: 1:27:30, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1449, decode.acc_seg: 93.7370, aux.loss_ce: 0.1052, aux.acc_seg: 89.4968, loss: 0.2501 +2024-03-06 15:56:52,030 - mmseg - INFO - Iter [149750/160000] lr: 2.206e-06, eta: 1:27:04, time: 0.496, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1436, decode.acc_seg: 93.8682, aux.loss_ce: 0.1022, aux.acc_seg: 89.8955, loss: 0.2458 +2024-03-06 15:57:17,026 - mmseg - INFO - Iter [149800/160000] lr: 2.196e-06, eta: 1:26:38, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1430, decode.acc_seg: 93.6627, aux.loss_ce: 0.1009, aux.acc_seg: 89.6194, loss: 0.2439 +2024-03-06 15:57:42,232 - mmseg - INFO - Iter [149850/160000] lr: 2.185e-06, eta: 1:26:13, time: 0.504, data_time: 0.012, memory: 6292, decode.loss_ce: 0.1540, decode.acc_seg: 93.2957, aux.loss_ce: 0.1063, aux.acc_seg: 89.4963, loss: 0.2604 +2024-03-06 15:58:07,350 - mmseg - INFO - Iter [149900/160000] lr: 2.174e-06, eta: 1:25:47, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1531, decode.acc_seg: 93.4351, aux.loss_ce: 0.1079, aux.acc_seg: 89.1596, loss: 0.2610 +2024-03-06 15:58:32,214 - mmseg - INFO - Iter [149950/160000] lr: 2.163e-06, eta: 1:25:22, time: 0.497, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1429, decode.acc_seg: 93.6195, aux.loss_ce: 0.1009, aux.acc_seg: 89.7414, loss: 0.2438 +2024-03-06 15:58:57,174 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 15:58:57,175 - mmseg - INFO - Iter [150000/160000] lr: 2.153e-06, eta: 1:24:56, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1496, decode.acc_seg: 93.4587, aux.loss_ce: 0.1066, aux.acc_seg: 89.4466, loss: 0.2562 +2024-03-06 15:59:22,488 - mmseg - INFO - Iter [150050/160000] lr: 2.142e-06, eta: 1:24:31, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1385, decode.acc_seg: 93.9962, aux.loss_ce: 0.0990, aux.acc_seg: 90.2873, loss: 0.2375 +2024-03-06 15:59:47,443 - mmseg - INFO - Iter [150100/160000] lr: 2.131e-06, eta: 1:24:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1478, decode.acc_seg: 93.4693, aux.loss_ce: 0.1067, aux.acc_seg: 89.3778, loss: 0.2545 +2024-03-06 16:00:12,265 - mmseg - INFO - Iter [150150/160000] lr: 2.120e-06, eta: 1:23:40, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1495, decode.acc_seg: 93.5786, aux.loss_ce: 0.1050, aux.acc_seg: 89.8337, loss: 0.2545 +2024-03-06 16:00:37,319 - mmseg - INFO - Iter [150200/160000] lr: 2.110e-06, eta: 1:23:14, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1436, decode.acc_seg: 93.6397, aux.loss_ce: 0.1020, aux.acc_seg: 89.7084, loss: 0.2456 +2024-03-06 16:01:02,462 - mmseg - INFO - Iter [150250/160000] lr: 2.099e-06, eta: 1:22:49, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1553, decode.acc_seg: 93.2781, aux.loss_ce: 0.1111, aux.acc_seg: 89.1425, loss: 0.2663 +2024-03-06 16:01:30,529 - mmseg - INFO - Iter [150300/160000] lr: 2.088e-06, eta: 1:22:24, time: 0.561, data_time: 0.066, memory: 6292, decode.loss_ce: 0.1435, decode.acc_seg: 93.7821, aux.loss_ce: 0.1063, aux.acc_seg: 89.6739, loss: 0.2497 +2024-03-06 16:01:55,427 - mmseg - INFO - Iter [150350/160000] lr: 2.077e-06, eta: 1:21:58, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1487, decode.acc_seg: 93.5781, aux.loss_ce: 0.1043, aux.acc_seg: 89.8788, loss: 0.2530 +2024-03-06 16:02:20,491 - mmseg - INFO - Iter [150400/160000] lr: 2.066e-06, eta: 1:21:32, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1461, decode.acc_seg: 93.4801, aux.loss_ce: 0.1016, aux.acc_seg: 89.8544, loss: 0.2477 +2024-03-06 16:02:45,551 - mmseg - INFO - Iter [150450/160000] lr: 2.056e-06, eta: 1:21:07, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.4598, aux.loss_ce: 0.1051, aux.acc_seg: 89.5080, loss: 0.2517 +2024-03-06 16:03:10,475 - mmseg - INFO - Iter [150500/160000] lr: 2.045e-06, eta: 1:20:41, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1416, decode.acc_seg: 93.8303, aux.loss_ce: 0.0985, aux.acc_seg: 90.1757, loss: 0.2400 +2024-03-06 16:03:35,416 - mmseg - INFO - Iter [150550/160000] lr: 2.034e-06, eta: 1:20:16, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.5636, aux.loss_ce: 0.1069, aux.acc_seg: 89.4411, loss: 0.2567 +2024-03-06 16:04:00,139 - mmseg - INFO - Iter [150600/160000] lr: 2.023e-06, eta: 1:19:50, time: 0.494, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1480, decode.acc_seg: 93.5765, aux.loss_ce: 0.1067, aux.acc_seg: 89.5131, loss: 0.2547 +2024-03-06 16:04:25,117 - mmseg - INFO - Iter [150650/160000] lr: 2.013e-06, eta: 1:19:25, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1440, decode.acc_seg: 93.6938, aux.loss_ce: 0.1047, aux.acc_seg: 89.7347, loss: 0.2487 +2024-03-06 16:04:50,061 - mmseg - INFO - Iter [150700/160000] lr: 2.002e-06, eta: 1:18:59, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1521, decode.acc_seg: 93.4212, aux.loss_ce: 0.1058, aux.acc_seg: 89.6376, loss: 0.2580 +2024-03-06 16:05:14,990 - mmseg - INFO - Iter [150750/160000] lr: 1.991e-06, eta: 1:18:34, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1469, decode.acc_seg: 93.7061, aux.loss_ce: 0.1043, aux.acc_seg: 89.8705, loss: 0.2512 +2024-03-06 16:05:40,068 - mmseg - INFO - Iter [150800/160000] lr: 1.980e-06, eta: 1:18:08, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1547, decode.acc_seg: 93.2846, aux.loss_ce: 0.1100, aux.acc_seg: 89.1362, loss: 0.2648 +2024-03-06 16:06:05,140 - mmseg - INFO - Iter [150850/160000] lr: 1.970e-06, eta: 1:17:43, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1471, decode.acc_seg: 93.6220, aux.loss_ce: 0.1040, aux.acc_seg: 89.7287, loss: 0.2510 +2024-03-06 16:06:30,240 - mmseg - INFO - Iter [150900/160000] lr: 1.959e-06, eta: 1:17:17, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1474, decode.acc_seg: 93.6205, aux.loss_ce: 0.1059, aux.acc_seg: 89.6780, loss: 0.2533 +2024-03-06 16:06:55,403 - mmseg - INFO - Iter [150950/160000] lr: 1.948e-06, eta: 1:16:52, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.5349, aux.loss_ce: 0.1040, aux.acc_seg: 89.6572, loss: 0.2499 +2024-03-06 16:07:20,483 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:07:20,483 - mmseg - INFO - Iter [151000/160000] lr: 1.937e-06, eta: 1:16:26, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1558, decode.acc_seg: 93.3585, aux.loss_ce: 0.1104, aux.acc_seg: 89.4315, loss: 0.2662 +2024-03-06 16:07:45,645 - mmseg - INFO - Iter [151050/160000] lr: 1.927e-06, eta: 1:16:01, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1479, decode.acc_seg: 93.4799, aux.loss_ce: 0.1064, aux.acc_seg: 89.1161, loss: 0.2543 +2024-03-06 16:08:10,940 - mmseg - INFO - Iter [151100/160000] lr: 1.916e-06, eta: 1:15:35, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1573, decode.acc_seg: 93.1135, aux.loss_ce: 0.1092, aux.acc_seg: 89.0690, loss: 0.2665 +2024-03-06 16:08:36,032 - mmseg - INFO - Iter [151150/160000] lr: 1.905e-06, eta: 1:15:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1406, decode.acc_seg: 93.6764, aux.loss_ce: 0.1001, aux.acc_seg: 89.8749, loss: 0.2407 +2024-03-06 16:09:01,338 - mmseg - INFO - Iter [151200/160000] lr: 1.894e-06, eta: 1:14:44, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1439, decode.acc_seg: 93.5591, aux.loss_ce: 0.1060, aux.acc_seg: 89.4964, loss: 0.2499 +2024-03-06 16:09:26,402 - mmseg - INFO - Iter [151250/160000] lr: 1.884e-06, eta: 1:14:19, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1523, decode.acc_seg: 93.3883, aux.loss_ce: 0.1052, aux.acc_seg: 89.5117, loss: 0.2575 +2024-03-06 16:09:51,526 - mmseg - INFO - Iter [151300/160000] lr: 1.873e-06, eta: 1:13:53, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1453, decode.acc_seg: 93.4996, aux.loss_ce: 0.1013, aux.acc_seg: 89.6957, loss: 0.2465 +2024-03-06 16:10:16,793 - mmseg - INFO - Iter [151350/160000] lr: 1.862e-06, eta: 1:13:28, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.6881, aux.loss_ce: 0.1037, aux.acc_seg: 89.7417, loss: 0.2504 +2024-03-06 16:10:41,955 - mmseg - INFO - Iter [151400/160000] lr: 1.851e-06, eta: 1:13:02, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1508, decode.acc_seg: 93.4079, aux.loss_ce: 0.1025, aux.acc_seg: 89.8968, loss: 0.2532 +2024-03-06 16:11:07,019 - mmseg - INFO - Iter [151450/160000] lr: 1.840e-06, eta: 1:12:37, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.4235, aux.loss_ce: 0.1082, aux.acc_seg: 89.2232, loss: 0.2558 +2024-03-06 16:11:32,032 - mmseg - INFO - Iter [151500/160000] lr: 1.830e-06, eta: 1:12:11, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1490, decode.acc_seg: 93.5959, aux.loss_ce: 0.1063, aux.acc_seg: 89.4751, loss: 0.2553 +2024-03-06 16:11:56,985 - mmseg - INFO - Iter [151550/160000] lr: 1.819e-06, eta: 1:11:46, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1439, decode.acc_seg: 93.6959, aux.loss_ce: 0.1035, aux.acc_seg: 89.6980, loss: 0.2474 +2024-03-06 16:12:25,017 - mmseg - INFO - Iter [151600/160000] lr: 1.808e-06, eta: 1:11:20, time: 0.561, data_time: 0.065, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.6590, aux.loss_ce: 0.1013, aux.acc_seg: 89.9450, loss: 0.2469 +2024-03-06 16:12:50,003 - mmseg - INFO - Iter [151650/160000] lr: 1.797e-06, eta: 1:10:55, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1545, decode.acc_seg: 93.3744, aux.loss_ce: 0.1104, aux.acc_seg: 89.2250, loss: 0.2648 +2024-03-06 16:13:14,805 - mmseg - INFO - Iter [151700/160000] lr: 1.787e-06, eta: 1:10:29, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1429, decode.acc_seg: 93.7213, aux.loss_ce: 0.1007, aux.acc_seg: 90.0301, loss: 0.2436 +2024-03-06 16:13:39,947 - mmseg - INFO - Iter [151750/160000] lr: 1.776e-06, eta: 1:10:04, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1479, decode.acc_seg: 93.4340, aux.loss_ce: 0.1029, aux.acc_seg: 89.5212, loss: 0.2508 +2024-03-06 16:14:05,058 - mmseg - INFO - Iter [151800/160000] lr: 1.765e-06, eta: 1:09:38, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1489, decode.acc_seg: 93.4018, aux.loss_ce: 0.1024, aux.acc_seg: 89.5295, loss: 0.2513 +2024-03-06 16:14:30,031 - mmseg - INFO - Iter [151850/160000] lr: 1.754e-06, eta: 1:09:13, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1440, decode.acc_seg: 93.7614, aux.loss_ce: 0.1001, aux.acc_seg: 90.0427, loss: 0.2442 +2024-03-06 16:14:55,094 - mmseg - INFO - Iter [151900/160000] lr: 1.744e-06, eta: 1:08:47, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.6324, aux.loss_ce: 0.1048, aux.acc_seg: 89.7525, loss: 0.2514 +2024-03-06 16:15:20,380 - mmseg - INFO - Iter [151950/160000] lr: 1.733e-06, eta: 1:08:22, time: 0.506, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1552, decode.acc_seg: 93.2052, aux.loss_ce: 0.1082, aux.acc_seg: 89.1988, loss: 0.2633 +2024-03-06 16:15:45,472 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:15:45,472 - mmseg - INFO - Iter [152000/160000] lr: 1.722e-06, eta: 1:07:56, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.6470, aux.loss_ce: 0.1066, aux.acc_seg: 89.4675, loss: 0.2550 +2024-03-06 16:16:10,652 - mmseg - INFO - Iter [152050/160000] lr: 1.711e-06, eta: 1:07:31, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1533, decode.acc_seg: 93.5755, aux.loss_ce: 0.1061, aux.acc_seg: 89.7097, loss: 0.2594 +2024-03-06 16:16:35,579 - mmseg - INFO - Iter [152100/160000] lr: 1.701e-06, eta: 1:07:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.4065, aux.loss_ce: 0.1059, aux.acc_seg: 89.4449, loss: 0.2552 +2024-03-06 16:17:00,526 - mmseg - INFO - Iter [152150/160000] lr: 1.690e-06, eta: 1:06:40, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1527, decode.acc_seg: 93.3745, aux.loss_ce: 0.1076, aux.acc_seg: 89.4247, loss: 0.2603 +2024-03-06 16:17:25,615 - mmseg - INFO - Iter [152200/160000] lr: 1.679e-06, eta: 1:06:14, time: 0.502, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1419, decode.acc_seg: 93.8030, aux.loss_ce: 0.1013, aux.acc_seg: 89.9707, loss: 0.2432 +2024-03-06 16:17:50,537 - mmseg - INFO - Iter [152250/160000] lr: 1.668e-06, eta: 1:05:49, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.4488, aux.loss_ce: 0.1090, aux.acc_seg: 89.3558, loss: 0.2618 +2024-03-06 16:18:15,567 - mmseg - INFO - Iter [152300/160000] lr: 1.658e-06, eta: 1:05:23, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1447, decode.acc_seg: 93.7179, aux.loss_ce: 0.1035, aux.acc_seg: 89.8426, loss: 0.2481 +2024-03-06 16:18:40,714 - mmseg - INFO - Iter [152350/160000] lr: 1.647e-06, eta: 1:04:58, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1456, decode.acc_seg: 93.5957, aux.loss_ce: 0.0970, aux.acc_seg: 90.1472, loss: 0.2426 +2024-03-06 16:19:05,647 - mmseg - INFO - Iter [152400/160000] lr: 1.636e-06, eta: 1:04:32, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1399, decode.acc_seg: 93.7423, aux.loss_ce: 0.0986, aux.acc_seg: 89.9487, loss: 0.2385 +2024-03-06 16:19:30,615 - mmseg - INFO - Iter [152450/160000] lr: 1.625e-06, eta: 1:04:07, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1493, decode.acc_seg: 93.4202, aux.loss_ce: 0.1062, aux.acc_seg: 89.3817, loss: 0.2554 +2024-03-06 16:19:55,651 - mmseg - INFO - Iter [152500/160000] lr: 1.614e-06, eta: 1:03:41, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1438, decode.acc_seg: 93.6206, aux.loss_ce: 0.1004, aux.acc_seg: 89.7165, loss: 0.2442 +2024-03-06 16:20:20,701 - mmseg - INFO - Iter [152550/160000] lr: 1.604e-06, eta: 1:03:16, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1450, decode.acc_seg: 93.7526, aux.loss_ce: 0.1067, aux.acc_seg: 89.6748, loss: 0.2517 +2024-03-06 16:20:45,855 - mmseg - INFO - Iter [152600/160000] lr: 1.593e-06, eta: 1:02:50, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1500, decode.acc_seg: 93.3670, aux.loss_ce: 0.1093, aux.acc_seg: 89.1846, loss: 0.2593 +2024-03-06 16:21:11,106 - mmseg - INFO - Iter [152650/160000] lr: 1.582e-06, eta: 1:02:25, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.5577, aux.loss_ce: 0.1048, aux.acc_seg: 89.6883, loss: 0.2515 +2024-03-06 16:21:36,002 - mmseg - INFO - Iter [152700/160000] lr: 1.571e-06, eta: 1:01:59, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1426, decode.acc_seg: 93.8207, aux.loss_ce: 0.1014, aux.acc_seg: 90.0618, loss: 0.2440 +2024-03-06 16:22:00,838 - mmseg - INFO - Iter [152750/160000] lr: 1.561e-06, eta: 1:01:34, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1391, decode.acc_seg: 93.8550, aux.loss_ce: 0.1024, aux.acc_seg: 89.6923, loss: 0.2414 +2024-03-06 16:22:26,095 - mmseg - INFO - Iter [152800/160000] lr: 1.550e-06, eta: 1:01:08, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1417, decode.acc_seg: 93.6407, aux.loss_ce: 0.1000, aux.acc_seg: 89.8803, loss: 0.2417 +2024-03-06 16:22:53,939 - mmseg - INFO - Iter [152850/160000] lr: 1.539e-06, eta: 1:00:43, time: 0.557, data_time: 0.053, memory: 6292, decode.loss_ce: 0.1462, decode.acc_seg: 93.6986, aux.loss_ce: 0.1041, aux.acc_seg: 89.9011, loss: 0.2503 +2024-03-06 16:23:19,070 - mmseg - INFO - Iter [152900/160000] lr: 1.528e-06, eta: 1:00:18, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1464, decode.acc_seg: 93.6410, aux.loss_ce: 0.1015, aux.acc_seg: 89.8613, loss: 0.2479 +2024-03-06 16:23:44,100 - mmseg - INFO - Iter [152950/160000] lr: 1.518e-06, eta: 0:59:52, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1486, decode.acc_seg: 93.5112, aux.loss_ce: 0.1080, aux.acc_seg: 89.3225, loss: 0.2566 +2024-03-06 16:24:09,014 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:24:09,015 - mmseg - INFO - Iter [153000/160000] lr: 1.507e-06, eta: 0:59:27, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1490, decode.acc_seg: 93.4752, aux.loss_ce: 0.1028, aux.acc_seg: 89.8003, loss: 0.2517 +2024-03-06 16:24:34,108 - mmseg - INFO - Iter [153050/160000] lr: 1.496e-06, eta: 0:59:01, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1519, decode.acc_seg: 93.4045, aux.loss_ce: 0.1078, aux.acc_seg: 89.3869, loss: 0.2597 +2024-03-06 16:24:58,992 - mmseg - INFO - Iter [153100/160000] lr: 1.485e-06, eta: 0:58:36, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.7674, aux.loss_ce: 0.1036, aux.acc_seg: 89.8763, loss: 0.2503 +2024-03-06 16:25:24,060 - mmseg - INFO - Iter [153150/160000] lr: 1.475e-06, eta: 0:58:10, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1518, decode.acc_seg: 93.3809, aux.loss_ce: 0.1114, aux.acc_seg: 89.0212, loss: 0.2632 +2024-03-06 16:25:49,202 - mmseg - INFO - Iter [153200/160000] lr: 1.464e-06, eta: 0:57:45, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1412, decode.acc_seg: 93.7512, aux.loss_ce: 0.0989, aux.acc_seg: 90.0710, loss: 0.2401 +2024-03-06 16:26:14,238 - mmseg - INFO - Iter [153250/160000] lr: 1.453e-06, eta: 0:57:19, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1414, decode.acc_seg: 93.7678, aux.loss_ce: 0.1019, aux.acc_seg: 89.8448, loss: 0.2433 +2024-03-06 16:26:39,167 - mmseg - INFO - Iter [153300/160000] lr: 1.442e-06, eta: 0:56:54, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.5430, aux.loss_ce: 0.1066, aux.acc_seg: 89.6383, loss: 0.2558 +2024-03-06 16:27:04,138 - mmseg - INFO - Iter [153350/160000] lr: 1.432e-06, eta: 0:56:28, time: 0.499, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1482, decode.acc_seg: 93.4822, aux.loss_ce: 0.1103, aux.acc_seg: 89.0403, loss: 0.2585 +2024-03-06 16:27:29,267 - mmseg - INFO - Iter [153400/160000] lr: 1.421e-06, eta: 0:56:03, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1428, decode.acc_seg: 93.6988, aux.loss_ce: 0.1028, aux.acc_seg: 89.6783, loss: 0.2457 +2024-03-06 16:27:54,248 - mmseg - INFO - Iter [153450/160000] lr: 1.410e-06, eta: 0:55:37, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1420, decode.acc_seg: 93.7129, aux.loss_ce: 0.0989, aux.acc_seg: 89.9059, loss: 0.2409 +2024-03-06 16:28:19,210 - mmseg - INFO - Iter [153500/160000] lr: 1.399e-06, eta: 0:55:12, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1509, decode.acc_seg: 93.4697, aux.loss_ce: 0.1052, aux.acc_seg: 89.6237, loss: 0.2560 +2024-03-06 16:28:44,098 - mmseg - INFO - Iter [153550/160000] lr: 1.388e-06, eta: 0:54:46, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.6253, aux.loss_ce: 0.1063, aux.acc_seg: 89.6126, loss: 0.2555 +2024-03-06 16:29:09,012 - mmseg - INFO - Iter [153600/160000] lr: 1.378e-06, eta: 0:54:21, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1488, decode.acc_seg: 93.5707, aux.loss_ce: 0.1040, aux.acc_seg: 89.6766, loss: 0.2528 +2024-03-06 16:29:34,002 - mmseg - INFO - Iter [153650/160000] lr: 1.367e-06, eta: 0:53:55, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1359, decode.acc_seg: 94.0334, aux.loss_ce: 0.1014, aux.acc_seg: 89.8489, loss: 0.2373 +2024-03-06 16:29:58,988 - mmseg - INFO - Iter [153700/160000] lr: 1.356e-06, eta: 0:53:30, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1453, decode.acc_seg: 93.7125, aux.loss_ce: 0.1043, aux.acc_seg: 89.6469, loss: 0.2496 +2024-03-06 16:30:24,175 - mmseg - INFO - Iter [153750/160000] lr: 1.345e-06, eta: 0:53:04, time: 0.504, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1434, decode.acc_seg: 93.8808, aux.loss_ce: 0.0991, aux.acc_seg: 90.2334, loss: 0.2425 +2024-03-06 16:30:49,195 - mmseg - INFO - Iter [153800/160000] lr: 1.335e-06, eta: 0:52:39, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.5876, aux.loss_ce: 0.1036, aux.acc_seg: 89.8990, loss: 0.2534 +2024-03-06 16:31:14,216 - mmseg - INFO - Iter [153850/160000] lr: 1.324e-06, eta: 0:52:13, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1426, decode.acc_seg: 93.7828, aux.loss_ce: 0.1038, aux.acc_seg: 89.7481, loss: 0.2463 +2024-03-06 16:31:39,322 - mmseg - INFO - Iter [153900/160000] lr: 1.313e-06, eta: 0:51:48, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1445, decode.acc_seg: 93.6176, aux.loss_ce: 0.1033, aux.acc_seg: 89.6095, loss: 0.2478 +2024-03-06 16:32:04,524 - mmseg - INFO - Iter [153950/160000] lr: 1.302e-06, eta: 0:51:22, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.6012, aux.loss_ce: 0.1066, aux.acc_seg: 89.5265, loss: 0.2532 +2024-03-06 16:32:29,356 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:32:29,356 - mmseg - INFO - Iter [154000/160000] lr: 1.292e-06, eta: 0:50:57, time: 0.497, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1441, decode.acc_seg: 93.7142, aux.loss_ce: 0.1032, aux.acc_seg: 89.9096, loss: 0.2473 +2024-03-06 16:32:54,454 - mmseg - INFO - Iter [154050/160000] lr: 1.281e-06, eta: 0:50:31, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1439, decode.acc_seg: 93.7118, aux.loss_ce: 0.1062, aux.acc_seg: 89.4399, loss: 0.2501 +2024-03-06 16:33:22,579 - mmseg - INFO - Iter [154100/160000] lr: 1.270e-06, eta: 0:50:06, time: 0.563, data_time: 0.067, memory: 6292, decode.loss_ce: 0.1515, decode.acc_seg: 93.4201, aux.loss_ce: 0.1072, aux.acc_seg: 89.4239, loss: 0.2587 +2024-03-06 16:33:47,811 - mmseg - INFO - Iter [154150/160000] lr: 1.259e-06, eta: 0:49:40, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1387, decode.acc_seg: 93.9257, aux.loss_ce: 0.0976, aux.acc_seg: 90.2102, loss: 0.2363 +2024-03-06 16:34:12,746 - mmseg - INFO - Iter [154200/160000] lr: 1.249e-06, eta: 0:49:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1457, decode.acc_seg: 93.7118, aux.loss_ce: 0.1022, aux.acc_seg: 89.9790, loss: 0.2479 +2024-03-06 16:34:37,547 - mmseg - INFO - Iter [154250/160000] lr: 1.238e-06, eta: 0:48:49, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1407, decode.acc_seg: 93.9475, aux.loss_ce: 0.1050, aux.acc_seg: 89.9966, loss: 0.2458 +2024-03-06 16:35:02,740 - mmseg - INFO - Iter [154300/160000] lr: 1.227e-06, eta: 0:48:24, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1480, decode.acc_seg: 93.4836, aux.loss_ce: 0.1032, aux.acc_seg: 89.6677, loss: 0.2512 +2024-03-06 16:35:27,874 - mmseg - INFO - Iter [154350/160000] lr: 1.216e-06, eta: 0:47:58, time: 0.503, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.5826, aux.loss_ce: 0.1062, aux.acc_seg: 89.3759, loss: 0.2518 +2024-03-06 16:35:52,541 - mmseg - INFO - Iter [154400/160000] lr: 1.206e-06, eta: 0:47:33, time: 0.493, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.5677, aux.loss_ce: 0.1104, aux.acc_seg: 89.2396, loss: 0.2596 +2024-03-06 16:36:17,624 - mmseg - INFO - Iter [154450/160000] lr: 1.195e-06, eta: 0:47:07, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1431, decode.acc_seg: 93.7849, aux.loss_ce: 0.1059, aux.acc_seg: 89.6131, loss: 0.2490 +2024-03-06 16:36:42,805 - mmseg - INFO - Iter [154500/160000] lr: 1.184e-06, eta: 0:46:42, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1399, decode.acc_seg: 93.8962, aux.loss_ce: 0.1017, aux.acc_seg: 89.9131, loss: 0.2416 +2024-03-06 16:37:07,947 - mmseg - INFO - Iter [154550/160000] lr: 1.173e-06, eta: 0:46:16, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1464, decode.acc_seg: 93.7099, aux.loss_ce: 0.1030, aux.acc_seg: 89.7114, loss: 0.2494 +2024-03-06 16:37:33,039 - mmseg - INFO - Iter [154600/160000] lr: 1.162e-06, eta: 0:45:51, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1474, decode.acc_seg: 93.6084, aux.loss_ce: 0.1104, aux.acc_seg: 89.3394, loss: 0.2578 +2024-03-06 16:37:58,218 - mmseg - INFO - Iter [154650/160000] lr: 1.152e-06, eta: 0:45:25, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1464, decode.acc_seg: 93.7799, aux.loss_ce: 0.1063, aux.acc_seg: 89.7720, loss: 0.2528 +2024-03-06 16:38:23,226 - mmseg - INFO - Iter [154700/160000] lr: 1.141e-06, eta: 0:45:00, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1404, decode.acc_seg: 93.8568, aux.loss_ce: 0.0977, aux.acc_seg: 90.2400, loss: 0.2382 +2024-03-06 16:38:48,267 - mmseg - INFO - Iter [154750/160000] lr: 1.130e-06, eta: 0:44:34, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1481, decode.acc_seg: 93.6405, aux.loss_ce: 0.1041, aux.acc_seg: 89.8032, loss: 0.2523 +2024-03-06 16:39:13,222 - mmseg - INFO - Iter [154800/160000] lr: 1.119e-06, eta: 0:44:09, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1466, decode.acc_seg: 93.6870, aux.loss_ce: 0.1023, aux.acc_seg: 89.9532, loss: 0.2489 +2024-03-06 16:39:38,006 - mmseg - INFO - Iter [154850/160000] lr: 1.109e-06, eta: 0:43:43, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1521, decode.acc_seg: 93.5015, aux.loss_ce: 0.1092, aux.acc_seg: 89.5080, loss: 0.2613 +2024-03-06 16:40:02,889 - mmseg - INFO - Iter [154900/160000] lr: 1.098e-06, eta: 0:43:18, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1522, decode.acc_seg: 93.4277, aux.loss_ce: 0.1086, aux.acc_seg: 89.3319, loss: 0.2608 +2024-03-06 16:40:28,002 - mmseg - INFO - Iter [154950/160000] lr: 1.087e-06, eta: 0:42:52, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1457, decode.acc_seg: 93.5851, aux.loss_ce: 0.1007, aux.acc_seg: 89.8310, loss: 0.2465 +2024-03-06 16:40:52,854 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:40:52,854 - mmseg - INFO - Iter [155000/160000] lr: 1.076e-06, eta: 0:42:27, time: 0.497, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.6324, aux.loss_ce: 0.1027, aux.acc_seg: 89.7968, loss: 0.2485 +2024-03-06 16:41:17,973 - mmseg - INFO - Iter [155050/160000] lr: 1.066e-06, eta: 0:42:01, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1506, decode.acc_seg: 93.4752, aux.loss_ce: 0.1105, aux.acc_seg: 89.3240, loss: 0.2611 +2024-03-06 16:41:43,088 - mmseg - INFO - Iter [155100/160000] lr: 1.055e-06, eta: 0:41:36, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1534, decode.acc_seg: 93.4613, aux.loss_ce: 0.1051, aux.acc_seg: 89.8831, loss: 0.2585 +2024-03-06 16:42:08,208 - mmseg - INFO - Iter [155150/160000] lr: 1.044e-06, eta: 0:41:10, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1430, decode.acc_seg: 93.5769, aux.loss_ce: 0.1005, aux.acc_seg: 89.7185, loss: 0.2436 +2024-03-06 16:42:33,253 - mmseg - INFO - Iter [155200/160000] lr: 1.033e-06, eta: 0:40:45, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1497, decode.acc_seg: 93.3445, aux.loss_ce: 0.1097, aux.acc_seg: 89.0057, loss: 0.2594 +2024-03-06 16:42:58,072 - mmseg - INFO - Iter [155250/160000] lr: 1.023e-06, eta: 0:40:19, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1446, decode.acc_seg: 93.8303, aux.loss_ce: 0.1046, aux.acc_seg: 89.8512, loss: 0.2491 +2024-03-06 16:43:22,872 - mmseg - INFO - Iter [155300/160000] lr: 1.012e-06, eta: 0:39:54, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1455, decode.acc_seg: 93.6500, aux.loss_ce: 0.1046, aux.acc_seg: 89.4186, loss: 0.2502 +2024-03-06 16:43:50,771 - mmseg - INFO - Iter [155350/160000] lr: 1.001e-06, eta: 0:39:29, time: 0.558, data_time: 0.064, memory: 6292, decode.loss_ce: 0.1479, decode.acc_seg: 93.5375, aux.loss_ce: 0.1035, aux.acc_seg: 89.8402, loss: 0.2514 +2024-03-06 16:44:15,840 - mmseg - INFO - Iter [155400/160000] lr: 9.903e-07, eta: 0:39:03, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1452, decode.acc_seg: 93.5410, aux.loss_ce: 0.1048, aux.acc_seg: 89.4027, loss: 0.2500 +2024-03-06 16:44:41,103 - mmseg - INFO - Iter [155450/160000] lr: 9.795e-07, eta: 0:38:38, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1426, decode.acc_seg: 93.7891, aux.loss_ce: 0.0993, aux.acc_seg: 90.1643, loss: 0.2418 +2024-03-06 16:45:06,038 - mmseg - INFO - Iter [155500/160000] lr: 9.688e-07, eta: 0:38:12, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1526, decode.acc_seg: 93.2911, aux.loss_ce: 0.1063, aux.acc_seg: 89.3177, loss: 0.2588 +2024-03-06 16:45:30,791 - mmseg - INFO - Iter [155550/160000] lr: 9.580e-07, eta: 0:37:47, time: 0.495, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1426, decode.acc_seg: 93.7491, aux.loss_ce: 0.1050, aux.acc_seg: 89.6033, loss: 0.2477 +2024-03-06 16:45:55,781 - mmseg - INFO - Iter [155600/160000] lr: 9.472e-07, eta: 0:37:21, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1416, decode.acc_seg: 93.8916, aux.loss_ce: 0.0992, aux.acc_seg: 90.0575, loss: 0.2408 +2024-03-06 16:46:20,556 - mmseg - INFO - Iter [155650/160000] lr: 9.365e-07, eta: 0:36:56, time: 0.495, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1580, decode.acc_seg: 93.2324, aux.loss_ce: 0.1121, aux.acc_seg: 89.1059, loss: 0.2702 +2024-03-06 16:46:45,443 - mmseg - INFO - Iter [155700/160000] lr: 9.257e-07, eta: 0:36:30, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.6245, aux.loss_ce: 0.1036, aux.acc_seg: 89.7195, loss: 0.2494 +2024-03-06 16:47:10,411 - mmseg - INFO - Iter [155750/160000] lr: 9.150e-07, eta: 0:36:05, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1428, decode.acc_seg: 93.5951, aux.loss_ce: 0.1019, aux.acc_seg: 89.6501, loss: 0.2447 +2024-03-06 16:47:35,375 - mmseg - INFO - Iter [155800/160000] lr: 9.042e-07, eta: 0:35:39, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.7196, aux.loss_ce: 0.1098, aux.acc_seg: 89.3166, loss: 0.2557 +2024-03-06 16:48:00,588 - mmseg - INFO - Iter [155850/160000] lr: 8.934e-07, eta: 0:35:14, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1328, decode.acc_seg: 94.1071, aux.loss_ce: 0.0925, aux.acc_seg: 90.8217, loss: 0.2253 +2024-03-06 16:48:25,746 - mmseg - INFO - Iter [155900/160000] lr: 8.827e-07, eta: 0:34:48, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1500, decode.acc_seg: 93.5051, aux.loss_ce: 0.1058, aux.acc_seg: 89.6348, loss: 0.2558 +2024-03-06 16:48:50,907 - mmseg - INFO - Iter [155950/160000] lr: 8.719e-07, eta: 0:34:23, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1443, decode.acc_seg: 93.7178, aux.loss_ce: 0.1069, aux.acc_seg: 89.5443, loss: 0.2512 +2024-03-06 16:49:16,027 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:49:16,027 - mmseg - INFO - Iter [156000/160000] lr: 8.611e-07, eta: 0:33:57, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1630, decode.acc_seg: 93.0409, aux.loss_ce: 0.1139, aux.acc_seg: 89.0480, loss: 0.2769 +2024-03-06 16:49:41,284 - mmseg - INFO - Iter [156050/160000] lr: 8.504e-07, eta: 0:33:32, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1456, decode.acc_seg: 93.7656, aux.loss_ce: 0.1049, aux.acc_seg: 89.8561, loss: 0.2506 +2024-03-06 16:50:06,374 - mmseg - INFO - Iter [156100/160000] lr: 8.396e-07, eta: 0:33:06, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1485, decode.acc_seg: 93.6208, aux.loss_ce: 0.1072, aux.acc_seg: 89.4607, loss: 0.2558 +2024-03-06 16:50:31,446 - mmseg - INFO - Iter [156150/160000] lr: 8.289e-07, eta: 0:32:41, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1443, decode.acc_seg: 93.7030, aux.loss_ce: 0.1036, aux.acc_seg: 89.7310, loss: 0.2480 +2024-03-06 16:50:56,410 - mmseg - INFO - Iter [156200/160000] lr: 8.181e-07, eta: 0:32:15, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1445, decode.acc_seg: 93.5853, aux.loss_ce: 0.1033, aux.acc_seg: 89.6736, loss: 0.2477 +2024-03-06 16:51:21,347 - mmseg - INFO - Iter [156250/160000] lr: 8.073e-07, eta: 0:31:50, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1454, decode.acc_seg: 93.5693, aux.loss_ce: 0.1032, aux.acc_seg: 89.5210, loss: 0.2486 +2024-03-06 16:51:46,573 - mmseg - INFO - Iter [156300/160000] lr: 7.966e-07, eta: 0:31:24, time: 0.505, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1409, decode.acc_seg: 93.7215, aux.loss_ce: 0.0989, aux.acc_seg: 89.9321, loss: 0.2398 +2024-03-06 16:52:11,497 - mmseg - INFO - Iter [156350/160000] lr: 7.858e-07, eta: 0:30:59, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1492, decode.acc_seg: 93.6083, aux.loss_ce: 0.1074, aux.acc_seg: 89.6664, loss: 0.2566 +2024-03-06 16:52:36,504 - mmseg - INFO - Iter [156400/160000] lr: 7.751e-07, eta: 0:30:33, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1446, decode.acc_seg: 93.7180, aux.loss_ce: 0.1019, aux.acc_seg: 89.8213, loss: 0.2465 +2024-03-06 16:53:01,595 - mmseg - INFO - Iter [156450/160000] lr: 7.643e-07, eta: 0:30:08, time: 0.502, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.6590, aux.loss_ce: 0.1029, aux.acc_seg: 89.8650, loss: 0.2496 +2024-03-06 16:53:26,609 - mmseg - INFO - Iter [156500/160000] lr: 7.535e-07, eta: 0:29:42, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1456, decode.acc_seg: 93.6422, aux.loss_ce: 0.1058, aux.acc_seg: 89.3580, loss: 0.2514 +2024-03-06 16:53:51,538 - mmseg - INFO - Iter [156550/160000] lr: 7.428e-07, eta: 0:29:17, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1534, decode.acc_seg: 93.3675, aux.loss_ce: 0.1079, aux.acc_seg: 89.4595, loss: 0.2613 +2024-03-06 16:54:16,677 - mmseg - INFO - Iter [156600/160000] lr: 7.320e-07, eta: 0:28:51, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1479, decode.acc_seg: 93.5699, aux.loss_ce: 0.1037, aux.acc_seg: 89.8286, loss: 0.2516 +2024-03-06 16:54:44,644 - mmseg - INFO - Iter [156650/160000] lr: 7.212e-07, eta: 0:28:26, time: 0.559, data_time: 0.059, memory: 6292, decode.loss_ce: 0.1420, decode.acc_seg: 93.8906, aux.loss_ce: 0.1044, aux.acc_seg: 89.7920, loss: 0.2464 +2024-03-06 16:55:09,814 - mmseg - INFO - Iter [156700/160000] lr: 7.105e-07, eta: 0:28:01, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1467, decode.acc_seg: 93.5632, aux.loss_ce: 0.1036, aux.acc_seg: 89.6517, loss: 0.2503 +2024-03-06 16:55:35,088 - mmseg - INFO - Iter [156750/160000] lr: 6.997e-07, eta: 0:27:35, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1498, decode.acc_seg: 93.4993, aux.loss_ce: 0.1092, aux.acc_seg: 89.1598, loss: 0.2590 +2024-03-06 16:56:00,028 - mmseg - INFO - Iter [156800/160000] lr: 6.890e-07, eta: 0:27:10, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1383, decode.acc_seg: 93.9886, aux.loss_ce: 0.0988, aux.acc_seg: 90.1626, loss: 0.2371 +2024-03-06 16:56:25,046 - mmseg - INFO - Iter [156850/160000] lr: 6.782e-07, eta: 0:26:44, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1496, decode.acc_seg: 93.5940, aux.loss_ce: 0.1084, aux.acc_seg: 89.3407, loss: 0.2580 +2024-03-06 16:56:49,947 - mmseg - INFO - Iter [156900/160000] lr: 6.674e-07, eta: 0:26:19, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1497, decode.acc_seg: 93.6760, aux.loss_ce: 0.1034, aux.acc_seg: 89.9422, loss: 0.2531 +2024-03-06 16:57:14,960 - mmseg - INFO - Iter [156950/160000] lr: 6.567e-07, eta: 0:25:53, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1482, decode.acc_seg: 93.4394, aux.loss_ce: 0.1072, aux.acc_seg: 89.3250, loss: 0.2553 +2024-03-06 16:57:40,018 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 16:57:40,019 - mmseg - INFO - Iter [157000/160000] lr: 6.459e-07, eta: 0:25:28, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1485, decode.acc_seg: 93.6658, aux.loss_ce: 0.1037, aux.acc_seg: 89.8548, loss: 0.2522 +2024-03-06 16:58:04,984 - mmseg - INFO - Iter [157050/160000] lr: 6.352e-07, eta: 0:25:02, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1479, decode.acc_seg: 93.5096, aux.loss_ce: 0.1052, aux.acc_seg: 89.5154, loss: 0.2531 +2024-03-06 16:58:29,981 - mmseg - INFO - Iter [157100/160000] lr: 6.244e-07, eta: 0:24:37, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1465, decode.acc_seg: 93.5568, aux.loss_ce: 0.1030, aux.acc_seg: 89.7629, loss: 0.2494 +2024-03-06 16:58:54,810 - mmseg - INFO - Iter [157150/160000] lr: 6.136e-07, eta: 0:24:11, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1488, decode.acc_seg: 93.4986, aux.loss_ce: 0.1059, aux.acc_seg: 89.5640, loss: 0.2547 +2024-03-06 16:59:19,834 - mmseg - INFO - Iter [157200/160000] lr: 6.029e-07, eta: 0:23:46, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.5698, aux.loss_ce: 0.1048, aux.acc_seg: 89.5339, loss: 0.2524 +2024-03-06 16:59:44,916 - mmseg - INFO - Iter [157250/160000] lr: 5.921e-07, eta: 0:23:20, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1416, decode.acc_seg: 93.9701, aux.loss_ce: 0.1071, aux.acc_seg: 89.6584, loss: 0.2487 +2024-03-06 17:00:09,874 - mmseg - INFO - Iter [157300/160000] lr: 5.813e-07, eta: 0:22:55, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1407, decode.acc_seg: 94.0157, aux.loss_ce: 0.1004, aux.acc_seg: 90.3093, loss: 0.2410 +2024-03-06 17:00:34,896 - mmseg - INFO - Iter [157350/160000] lr: 5.706e-07, eta: 0:22:29, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1445, decode.acc_seg: 93.6928, aux.loss_ce: 0.1020, aux.acc_seg: 89.9293, loss: 0.2465 +2024-03-06 17:00:59,822 - mmseg - INFO - Iter [157400/160000] lr: 5.598e-07, eta: 0:22:04, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1495, decode.acc_seg: 93.4481, aux.loss_ce: 0.1031, aux.acc_seg: 89.6872, loss: 0.2526 +2024-03-06 17:01:24,923 - mmseg - INFO - Iter [157450/160000] lr: 5.491e-07, eta: 0:21:38, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1457, decode.acc_seg: 93.7440, aux.loss_ce: 0.1040, aux.acc_seg: 89.8119, loss: 0.2497 +2024-03-06 17:01:50,035 - mmseg - INFO - Iter [157500/160000] lr: 5.383e-07, eta: 0:21:13, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1456, decode.acc_seg: 93.6253, aux.loss_ce: 0.1022, aux.acc_seg: 89.7819, loss: 0.2478 +2024-03-06 17:02:14,989 - mmseg - INFO - Iter [157550/160000] lr: 5.275e-07, eta: 0:20:47, time: 0.499, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1503, decode.acc_seg: 93.3691, aux.loss_ce: 0.1079, aux.acc_seg: 89.3529, loss: 0.2582 +2024-03-06 17:02:39,902 - mmseg - INFO - Iter [157600/160000] lr: 5.168e-07, eta: 0:20:22, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1411, decode.acc_seg: 93.6496, aux.loss_ce: 0.1021, aux.acc_seg: 89.6515, loss: 0.2432 +2024-03-06 17:03:04,732 - mmseg - INFO - Iter [157650/160000] lr: 5.060e-07, eta: 0:19:57, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1449, decode.acc_seg: 93.6870, aux.loss_ce: 0.1024, aux.acc_seg: 89.8275, loss: 0.2473 +2024-03-06 17:03:29,518 - mmseg - INFO - Iter [157700/160000] lr: 4.953e-07, eta: 0:19:31, time: 0.496, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1525, decode.acc_seg: 93.4540, aux.loss_ce: 0.1088, aux.acc_seg: 89.3252, loss: 0.2613 +2024-03-06 17:03:54,404 - mmseg - INFO - Iter [157750/160000] lr: 4.845e-07, eta: 0:19:06, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1372, decode.acc_seg: 94.0677, aux.loss_ce: 0.0973, aux.acc_seg: 90.4275, loss: 0.2346 +2024-03-06 17:04:19,367 - mmseg - INFO - Iter [157800/160000] lr: 4.737e-07, eta: 0:18:40, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1477, decode.acc_seg: 93.6693, aux.loss_ce: 0.1010, aux.acc_seg: 90.0683, loss: 0.2486 +2024-03-06 17:04:44,263 - mmseg - INFO - Iter [157850/160000] lr: 4.630e-07, eta: 0:18:15, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1418, decode.acc_seg: 93.9113, aux.loss_ce: 0.1040, aux.acc_seg: 89.7307, loss: 0.2458 +2024-03-06 17:05:12,544 - mmseg - INFO - Iter [157900/160000] lr: 4.522e-07, eta: 0:17:49, time: 0.566, data_time: 0.057, memory: 6292, decode.loss_ce: 0.1428, decode.acc_seg: 93.6420, aux.loss_ce: 0.0991, aux.acc_seg: 89.8879, loss: 0.2418 +2024-03-06 17:05:37,506 - mmseg - INFO - Iter [157950/160000] lr: 4.414e-07, eta: 0:17:24, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1441, decode.acc_seg: 93.6448, aux.loss_ce: 0.1030, aux.acc_seg: 89.7539, loss: 0.2470 +2024-03-06 17:06:02,517 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 17:06:02,518 - mmseg - INFO - Iter [158000/160000] lr: 4.307e-07, eta: 0:16:58, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1483, decode.acc_seg: 93.3427, aux.loss_ce: 0.1033, aux.acc_seg: 89.4933, loss: 0.2516 +2024-03-06 17:06:27,449 - mmseg - INFO - Iter [158050/160000] lr: 4.199e-07, eta: 0:16:33, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1361, decode.acc_seg: 94.0628, aux.loss_ce: 0.1004, aux.acc_seg: 89.9793, loss: 0.2365 +2024-03-06 17:06:52,352 - mmseg - INFO - Iter [158100/160000] lr: 4.092e-07, eta: 0:16:07, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1536, decode.acc_seg: 93.3978, aux.loss_ce: 0.1104, aux.acc_seg: 89.2374, loss: 0.2640 +2024-03-06 17:07:17,436 - mmseg - INFO - Iter [158150/160000] lr: 3.984e-07, eta: 0:15:42, time: 0.502, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1482, decode.acc_seg: 93.5743, aux.loss_ce: 0.1047, aux.acc_seg: 89.5974, loss: 0.2530 +2024-03-06 17:07:42,586 - mmseg - INFO - Iter [158200/160000] lr: 3.876e-07, eta: 0:15:16, time: 0.503, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1448, decode.acc_seg: 93.8369, aux.loss_ce: 0.1017, aux.acc_seg: 89.9452, loss: 0.2465 +2024-03-06 17:08:07,873 - mmseg - INFO - Iter [158250/160000] lr: 3.769e-07, eta: 0:14:51, time: 0.506, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1483, decode.acc_seg: 93.6188, aux.loss_ce: 0.1089, aux.acc_seg: 89.4389, loss: 0.2572 +2024-03-06 17:08:33,047 - mmseg - INFO - Iter [158300/160000] lr: 3.661e-07, eta: 0:14:25, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.6959, aux.loss_ce: 0.1054, aux.acc_seg: 89.7109, loss: 0.2512 +2024-03-06 17:08:58,100 - mmseg - INFO - Iter [158350/160000] lr: 3.554e-07, eta: 0:14:00, time: 0.501, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1552, decode.acc_seg: 93.3420, aux.loss_ce: 0.1122, aux.acc_seg: 88.9743, loss: 0.2674 +2024-03-06 17:09:22,914 - mmseg - INFO - Iter [158400/160000] lr: 3.446e-07, eta: 0:13:34, time: 0.496, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.7813, aux.loss_ce: 0.1028, aux.acc_seg: 89.9266, loss: 0.2460 +2024-03-06 17:09:47,912 - mmseg - INFO - Iter [158450/160000] lr: 3.338e-07, eta: 0:13:09, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1499, decode.acc_seg: 93.3700, aux.loss_ce: 0.1087, aux.acc_seg: 89.4064, loss: 0.2586 +2024-03-06 17:10:12,905 - mmseg - INFO - Iter [158500/160000] lr: 3.231e-07, eta: 0:12:43, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1453, decode.acc_seg: 93.7977, aux.loss_ce: 0.1033, aux.acc_seg: 89.9523, loss: 0.2486 +2024-03-06 17:10:38,047 - mmseg - INFO - Iter [158550/160000] lr: 3.123e-07, eta: 0:12:18, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1395, decode.acc_seg: 93.7416, aux.loss_ce: 0.1003, aux.acc_seg: 89.8874, loss: 0.2399 +2024-03-06 17:11:02,955 - mmseg - INFO - Iter [158600/160000] lr: 3.015e-07, eta: 0:11:53, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1458, decode.acc_seg: 93.6417, aux.loss_ce: 0.1052, aux.acc_seg: 89.5155, loss: 0.2510 +2024-03-06 17:11:27,906 - mmseg - INFO - Iter [158650/160000] lr: 2.908e-07, eta: 0:11:27, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1415, decode.acc_seg: 93.7731, aux.loss_ce: 0.1005, aux.acc_seg: 89.8498, loss: 0.2420 +2024-03-06 17:11:53,003 - mmseg - INFO - Iter [158700/160000] lr: 2.800e-07, eta: 0:11:02, time: 0.502, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1489, decode.acc_seg: 93.5857, aux.loss_ce: 0.1081, aux.acc_seg: 89.4645, loss: 0.2569 +2024-03-06 17:12:18,210 - mmseg - INFO - Iter [158750/160000] lr: 2.693e-07, eta: 0:10:36, time: 0.504, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1505, decode.acc_seg: 93.5582, aux.loss_ce: 0.1045, aux.acc_seg: 89.8158, loss: 0.2550 +2024-03-06 17:12:43,219 - mmseg - INFO - Iter [158800/160000] lr: 2.585e-07, eta: 0:10:11, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1459, decode.acc_seg: 93.7003, aux.loss_ce: 0.1024, aux.acc_seg: 89.9089, loss: 0.2484 +2024-03-06 17:13:08,444 - mmseg - INFO - Iter [158850/160000] lr: 2.477e-07, eta: 0:09:45, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.6205, aux.loss_ce: 0.1045, aux.acc_seg: 89.4700, loss: 0.2529 +2024-03-06 17:13:33,342 - mmseg - INFO - Iter [158900/160000] lr: 2.370e-07, eta: 0:09:20, time: 0.498, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.4612, aux.loss_ce: 0.1069, aux.acc_seg: 89.6645, loss: 0.2586 +2024-03-06 17:13:58,200 - mmseg - INFO - Iter [158950/160000] lr: 2.262e-07, eta: 0:08:54, time: 0.497, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1438, decode.acc_seg: 93.7517, aux.loss_ce: 0.1033, aux.acc_seg: 89.7306, loss: 0.2471 +2024-03-06 17:14:23,137 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 17:14:23,137 - mmseg - INFO - Iter [159000/160000] lr: 2.154e-07, eta: 0:08:29, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1484, decode.acc_seg: 93.6348, aux.loss_ce: 0.1042, aux.acc_seg: 89.7858, loss: 0.2526 +2024-03-06 17:14:48,039 - mmseg - INFO - Iter [159050/160000] lr: 2.047e-07, eta: 0:08:03, time: 0.498, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1349, decode.acc_seg: 93.8992, aux.loss_ce: 0.0975, aux.acc_seg: 90.0664, loss: 0.2324 +2024-03-06 17:15:13,060 - mmseg - INFO - Iter [159100/160000] lr: 1.939e-07, eta: 0:07:38, time: 0.500, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1610, decode.acc_seg: 93.1544, aux.loss_ce: 0.1116, aux.acc_seg: 89.3091, loss: 0.2727 +2024-03-06 17:15:41,335 - mmseg - INFO - Iter [159150/160000] lr: 1.832e-07, eta: 0:07:12, time: 0.565, data_time: 0.064, memory: 6292, decode.loss_ce: 0.1528, decode.acc_seg: 93.2933, aux.loss_ce: 0.1055, aux.acc_seg: 89.4870, loss: 0.2584 +2024-03-06 17:16:06,461 - mmseg - INFO - Iter [159200/160000] lr: 1.724e-07, eta: 0:06:47, time: 0.503, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1401, decode.acc_seg: 93.9321, aux.loss_ce: 0.1006, aux.acc_seg: 90.0263, loss: 0.2407 +2024-03-06 17:16:31,530 - mmseg - INFO - Iter [159250/160000] lr: 1.616e-07, eta: 0:06:21, time: 0.501, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1471, decode.acc_seg: 93.7036, aux.loss_ce: 0.1010, aux.acc_seg: 90.1528, loss: 0.2480 +2024-03-06 17:16:56,386 - mmseg - INFO - Iter [159300/160000] lr: 1.509e-07, eta: 0:05:56, time: 0.497, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1444, decode.acc_seg: 93.6900, aux.loss_ce: 0.1025, aux.acc_seg: 89.7042, loss: 0.2469 +2024-03-06 17:17:21,430 - mmseg - INFO - Iter [159350/160000] lr: 1.401e-07, eta: 0:05:31, time: 0.501, data_time: 0.010, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.8643, aux.loss_ce: 0.1026, aux.acc_seg: 89.9637, loss: 0.2457 +2024-03-06 17:17:46,515 - mmseg - INFO - Iter [159400/160000] lr: 1.294e-07, eta: 0:05:05, time: 0.501, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1463, decode.acc_seg: 93.5695, aux.loss_ce: 0.1022, aux.acc_seg: 89.7296, loss: 0.2485 +2024-03-06 17:18:11,530 - mmseg - INFO - Iter [159450/160000] lr: 1.186e-07, eta: 0:04:40, time: 0.500, data_time: 0.011, memory: 6292, decode.loss_ce: 0.1410, decode.acc_seg: 93.8366, aux.loss_ce: 0.0996, aux.acc_seg: 90.1206, loss: 0.2406 +2024-03-06 17:18:36,706 - mmseg - INFO - Iter [159500/160000] lr: 1.078e-07, eta: 0:04:14, time: 0.504, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1349, decode.acc_seg: 93.9567, aux.loss_ce: 0.0981, aux.acc_seg: 90.1328, loss: 0.2329 +2024-03-06 17:19:01,941 - mmseg - INFO - Iter [159550/160000] lr: 9.707e-08, eta: 0:03:49, time: 0.505, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1517, decode.acc_seg: 93.4597, aux.loss_ce: 0.1074, aux.acc_seg: 89.4693, loss: 0.2591 +2024-03-06 17:19:26,902 - mmseg - INFO - Iter [159600/160000] lr: 8.631e-08, eta: 0:03:23, time: 0.499, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1432, decode.acc_seg: 93.7421, aux.loss_ce: 0.1023, aux.acc_seg: 89.9340, loss: 0.2455 +2024-03-06 17:19:51,926 - mmseg - INFO - Iter [159650/160000] lr: 7.555e-08, eta: 0:02:58, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1552, decode.acc_seg: 93.4750, aux.loss_ce: 0.1087, aux.acc_seg: 89.4693, loss: 0.2639 +2024-03-06 17:20:16,867 - mmseg - INFO - Iter [159700/160000] lr: 6.479e-08, eta: 0:02:32, time: 0.499, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1454, decode.acc_seg: 93.6214, aux.loss_ce: 0.1050, aux.acc_seg: 89.6519, loss: 0.2504 +2024-03-06 17:20:42,113 - mmseg - INFO - Iter [159750/160000] lr: 5.402e-08, eta: 0:02:07, time: 0.505, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1453, decode.acc_seg: 93.7024, aux.loss_ce: 0.1016, aux.acc_seg: 89.8510, loss: 0.2469 +2024-03-06 17:21:07,157 - mmseg - INFO - Iter [159800/160000] lr: 4.326e-08, eta: 0:01:41, time: 0.501, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1453, decode.acc_seg: 93.6087, aux.loss_ce: 0.1017, aux.acc_seg: 89.9096, loss: 0.2470 +2024-03-06 17:21:32,168 - mmseg - INFO - Iter [159850/160000] lr: 3.250e-08, eta: 0:01:16, time: 0.500, data_time: 0.009, memory: 6292, decode.loss_ce: 0.1474, decode.acc_seg: 93.5059, aux.loss_ce: 0.1096, aux.acc_seg: 89.0886, loss: 0.2570 +2024-03-06 17:21:57,052 - mmseg - INFO - Iter [159900/160000] lr: 2.174e-08, eta: 0:00:50, time: 0.498, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1476, decode.acc_seg: 93.5577, aux.loss_ce: 0.1063, aux.acc_seg: 89.4949, loss: 0.2539 +2024-03-06 17:22:22,054 - mmseg - INFO - Iter [159950/160000] lr: 1.098e-08, eta: 0:00:25, time: 0.500, data_time: 0.008, memory: 6292, decode.loss_ce: 0.1421, decode.acc_seg: 93.8682, aux.loss_ce: 0.1023, aux.acc_seg: 89.8684, loss: 0.2444 +2024-03-06 17:22:47,218 - mmseg - INFO - Saving checkpoint at 160000 iterations +2024-03-06 17:23:05,404 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 17:23:05,404 - mmseg - INFO - Iter [160000/160000] lr: 2.152e-10, eta: 0:00:00, time: 0.867, data_time: 0.007, memory: 6292, decode.loss_ce: 0.1405, decode.acc_seg: 93.8559, aux.loss_ce: 0.1010, aux.acc_seg: 89.8673, loss: 0.2415 +2024-03-06 17:24:41,346 - mmseg - INFO - per class results: +2024-03-06 17:24:41,355 - mmseg - INFO - ++---------------------+-------+-------+ +| Class | IoU | Acc | ++---------------------+-------+-------+ +| wall | 76.03 | 88.44 | +| building | 82.61 | 92.99 | +| sky | 94.1 | 97.47 | +| floor | 79.68 | 91.21 | +| tree | 72.91 | 88.22 | +| ceiling | 82.91 | 91.69 | +| road | 83.33 | 90.58 | +| bed | 87.98 | 94.83 | +| windowpane | 61.05 | 78.19 | +| grass | 67.3 | 83.6 | +| cabinet | 59.01 | 71.59 | +| sidewalk | 65.44 | 80.02 | +| person | 80.34 | 93.14 | +| earth | 35.69 | 49.23 | +| door | 45.32 | 61.62 | +| table | 60.72 | 77.11 | +| mountain | 56.4 | 72.19 | +| plant | 52.02 | 62.38 | +| curtain | 72.33 | 83.07 | +| chair | 56.62 | 72.19 | +| car | 83.42 | 91.23 | +| water | 46.4 | 59.96 | +| painting | 73.32 | 86.65 | +| sofa | 65.12 | 83.78 | +| shelf | 39.85 | 57.7 | +| house | 44.96 | 56.01 | +| sea | 50.41 | 71.14 | +| mirror | 62.71 | 70.29 | +| rug | 48.92 | 56.15 | +| field | 26.99 | 40.92 | +| armchair | 39.05 | 52.25 | +| seat | 59.89 | 79.32 | +| fence | 40.77 | 53.56 | +| desk | 48.8 | 68.57 | +| rock | 40.89 | 63.57 | +| wardrobe | 46.32 | 62.49 | +| lamp | 63.52 | 76.02 | +| bathtub | 74.21 | 82.49 | +| railing | 30.26 | 39.96 | +| cushion | 55.46 | 70.52 | +| base | 24.92 | 29.68 | +| box | 20.98 | 29.69 | +| column | 38.66 | 46.37 | +| signboard | 37.76 | 51.25 | +| chest of drawers | 39.2 | 53.98 | +| counter | 28.52 | 36.81 | +| sand | 51.59 | 68.19 | +| sink | 69.67 | 80.24 | +| skyscraper | 59.74 | 73.79 | +| fireplace | 72.31 | 83.84 | +| refrigerator | 73.3 | 83.06 | +| grandstand | 43.55 | 64.05 | +| path | 20.33 | 30.83 | +| stairs | 31.17 | 38.19 | +| runway | 64.29 | 83.69 | +| case | 39.65 | 52.07 | +| pool table | 93.48 | 96.7 | +| pillow | 55.4 | 64.11 | +| screen door | 66.24 | 71.29 | +| stairway | 33.26 | 41.73 | +| river | 8.44 | 23.13 | +| bridge | 52.07 | 59.48 | +| bookcase | 44.94 | 59.26 | +| blind | 33.62 | 36.15 | +| coffee table | 59.4 | 78.09 | +| toilet | 84.33 | 89.75 | +| flower | 43.45 | 56.38 | +| book | 44.76 | 66.41 | +| hill | 6.82 | 10.04 | +| bench | 43.19 | 52.56 | +| countertop | 53.69 | 70.16 | +| stove | 75.12 | 83.77 | +| palm | 50.02 | 72.42 | +| kitchen island | 30.15 | 45.93 | +| computer | 55.76 | 66.86 | +| swivel chair | 37.89 | 49.03 | +| boat | 71.96 | 86.17 | +| bar | 24.27 | 30.64 | +| arcade machine | 48.54 | 51.16 | +| hovel | 25.01 | 31.25 | +| bus | 81.59 | 93.68 | +| towel | 55.37 | 66.95 | +| light | 54.9 | 62.68 | +| truck | 14.71 | 17.98 | +| tower | 37.2 | 45.74 | +| chandelier | 67.68 | 81.11 | +| awning | 22.45 | 26.75 | +| streetlight | 26.21 | 33.27 | +| booth | 51.15 | 56.27 | +| television receiver | 65.77 | 78.64 | +| airplane | 56.91 | 64.7 | +| dirt track | 16.15 | 34.99 | +| apparel | 39.18 | 53.31 | +| pole | 23.8 | 34.93 | +| land | 5.96 | 8.74 | +| bannister | 12.63 | 16.69 | +| escalator | 28.76 | 32.67 | +| ottoman | 40.83 | 51.65 | +| bottle | 38.42 | 59.96 | +| buffet | 41.21 | 44.92 | +| poster | 27.42 | 35.92 | +| stage | 17.57 | 25.09 | +| van | 46.6 | 62.0 | +| ship | 74.06 | 77.49 | +| fountain | 19.06 | 19.68 | +| conveyer belt | 75.17 | 85.98 | +| canopy | 21.26 | 23.44 | +| washer | 68.5 | 70.16 | +| plaything | 27.87 | 38.55 | +| swimming pool | 42.66 | 66.3 | +| stool | 39.33 | 54.8 | +| barrel | 57.9 | 71.63 | +| basket | 26.89 | 38.09 | +| waterfall | 70.31 | 79.54 | +| tent | 92.96 | 98.75 | +| bag | 9.94 | 11.9 | +| minibike | 71.42 | 81.19 | +| cradle | 80.0 | 93.94 | +| oven | 41.94 | 57.86 | +| ball | 47.36 | 49.71 | +| food | 46.62 | 53.92 | +| step | 11.14 | 12.48 | +| tank | 38.09 | 40.4 | +| trade name | 26.24 | 31.12 | +| microwave | 60.08 | 64.71 | +| pot | 40.01 | 48.81 | +| animal | 58.95 | 62.15 | +| bicycle | 55.69 | 71.28 | +| lake | 58.13 | 63.66 | +| dishwasher | 60.83 | 68.84 | +| screen | 65.3 | 80.56 | +| blanket | 10.98 | 12.25 | +| sculpture | 51.09 | 61.19 | +| hood | 61.36 | 69.44 | +| sconce | 43.2 | 54.81 | +| vase | 39.47 | 53.55 | +| traffic light | 31.42 | 47.52 | +| tray | 11.99 | 24.83 | +| ashcan | 35.05 | 46.84 | +| fan | 60.7 | 73.62 | +| pier | 38.64 | 47.49 | +| crt screen | 6.2 | 13.99 | +| plate | 49.69 | 63.48 | +| monitor | 9.29 | 10.49 | +| bulletin board | 39.1 | 51.85 | +| shower | 5.4 | 7.3 | +| radiator | 50.1 | 56.4 | +| glass | 14.6 | 16.23 | +| clock | 31.58 | 35.59 | +| flag | 42.73 | 46.86 | ++---------------------+-------+-------+ +2024-03-06 17:24:41,356 - mmseg - INFO - Summary: +2024-03-06 17:24:41,356 - mmseg - INFO - ++-------+-------+-------+ +| aAcc | mIoU | mAcc | ++-------+-------+-------+ +| 82.28 | 47.76 | 58.27 | ++-------+-------+-------+ +2024-03-06 17:24:41,373 - mmseg - INFO - Exp name: dp0.1_lr8e-5_wd0.03_noema_nonorm_ld0.9_808.py +2024-03-06 17:24:41,373 - mmseg - INFO - Iter(val) [500] aAcc: 0.8228, mIoU: 0.4776, mAcc: 0.5827, IoU.wall: 0.7603, IoU.building: 0.8261, IoU.sky: 0.9410, IoU.floor: 0.7968, IoU.tree: 0.7291, IoU.ceiling: 0.8291, IoU.road: 0.8333, IoU.bed : 0.8798, IoU.windowpane: 0.6105, IoU.grass: 0.6730, IoU.cabinet: 0.5901, IoU.sidewalk: 0.6544, IoU.person: 0.8034, IoU.earth: 0.3569, IoU.door: 0.4532, IoU.table: 0.6072, IoU.mountain: 0.5640, IoU.plant: 0.5202, IoU.curtain: 0.7233, IoU.chair: 0.5662, IoU.car: 0.8342, IoU.water: 0.4640, IoU.painting: 0.7332, IoU.sofa: 0.6512, IoU.shelf: 0.3985, IoU.house: 0.4496, IoU.sea: 0.5041, IoU.mirror: 0.6271, IoU.rug: 0.4892, IoU.field: 0.2699, IoU.armchair: 0.3905, IoU.seat: 0.5989, IoU.fence: 0.4077, IoU.desk: 0.4880, IoU.rock: 0.4089, IoU.wardrobe: 0.4632, IoU.lamp: 0.6352, IoU.bathtub: 0.7421, IoU.railing: 0.3026, IoU.cushion: 0.5546, IoU.base: 0.2492, IoU.box: 0.2098, IoU.column: 0.3866, IoU.signboard: 0.3776, IoU.chest of drawers: 0.3920, IoU.counter: 0.2852, IoU.sand: 0.5159, IoU.sink: 0.6967, IoU.skyscraper: 0.5974, IoU.fireplace: 0.7231, IoU.refrigerator: 0.7330, IoU.grandstand: 0.4355, IoU.path: 0.2033, IoU.stairs: 0.3117, IoU.runway: 0.6429, IoU.case: 0.3965, IoU.pool table: 0.9348, IoU.pillow: 0.5540, IoU.screen door: 0.6624, IoU.stairway: 0.3326, IoU.river: 0.0844, IoU.bridge: 0.5207, IoU.bookcase: 0.4494, IoU.blind: 0.3362, IoU.coffee table: 0.5940, IoU.toilet: 0.8433, IoU.flower: 0.4345, IoU.book: 0.4476, IoU.hill: 0.0682, IoU.bench: 0.4319, IoU.countertop: 0.5369, IoU.stove: 0.7512, IoU.palm: 0.5002, IoU.kitchen island: 0.3015, IoU.computer: 0.5576, IoU.swivel chair: 0.3789, IoU.boat: 0.7196, IoU.bar: 0.2427, IoU.arcade machine: 0.4854, IoU.hovel: 0.2501, IoU.bus: 0.8159, IoU.towel: 0.5537, IoU.light: 0.5490, IoU.truck: 0.1471, IoU.tower: 0.3720, IoU.chandelier: 0.6768, IoU.awning: 0.2245, IoU.streetlight: 0.2621, IoU.booth: 0.5115, IoU.television receiver: 0.6577, IoU.airplane: 0.5691, IoU.dirt track: 0.1615, IoU.apparel: 0.3918, IoU.pole: 0.2380, IoU.land: 0.0596, IoU.bannister: 0.1263, IoU.escalator: 0.2876, IoU.ottoman: 0.4083, IoU.bottle: 0.3842, IoU.buffet: 0.4121, IoU.poster: 0.2742, IoU.stage: 0.1757, IoU.van: 0.4660, IoU.ship: 0.7406, IoU.fountain: 0.1906, IoU.conveyer belt: 0.7517, IoU.canopy: 0.2126, IoU.washer: 0.6850, IoU.plaything: 0.2787, IoU.swimming pool: 0.4266, IoU.stool: 0.3933, IoU.barrel: 0.5790, IoU.basket: 0.2689, IoU.waterfall: 0.7031, IoU.tent: 0.9296, IoU.bag: 0.0994, IoU.minibike: 0.7142, IoU.cradle: 0.8000, IoU.oven: 0.4194, IoU.ball: 0.4736, IoU.food: 0.4662, IoU.step: 0.1114, IoU.tank: 0.3809, IoU.trade name: 0.2624, IoU.microwave: 0.6008, IoU.pot: 0.4001, IoU.animal: 0.5895, IoU.bicycle: 0.5569, IoU.lake: 0.5813, IoU.dishwasher: 0.6083, IoU.screen: 0.6530, IoU.blanket: 0.1098, IoU.sculpture: 0.5109, IoU.hood: 0.6136, IoU.sconce: 0.4320, IoU.vase: 0.3947, IoU.traffic light: 0.3142, IoU.tray: 0.1199, IoU.ashcan: 0.3505, IoU.fan: 0.6070, IoU.pier: 0.3864, IoU.crt screen: 0.0620, IoU.plate: 0.4969, IoU.monitor: 0.0929, IoU.bulletin board: 0.3910, IoU.shower: 0.0540, IoU.radiator: 0.5010, IoU.glass: 0.1460, IoU.clock: 0.3158, IoU.flag: 0.4273, Acc.wall: 0.8844, Acc.building: 0.9299, Acc.sky: 0.9747, Acc.floor: 0.9121, Acc.tree: 0.8822, Acc.ceiling: 0.9169, Acc.road: 0.9058, Acc.bed : 0.9483, Acc.windowpane: 0.7819, Acc.grass: 0.8360, Acc.cabinet: 0.7159, Acc.sidewalk: 0.8002, Acc.person: 0.9314, Acc.earth: 0.4923, Acc.door: 0.6162, Acc.table: 0.7711, Acc.mountain: 0.7219, Acc.plant: 0.6238, Acc.curtain: 0.8307, Acc.chair: 0.7219, Acc.car: 0.9123, Acc.water: 0.5996, Acc.painting: 0.8665, Acc.sofa: 0.8378, Acc.shelf: 0.5770, Acc.house: 0.5601, Acc.sea: 0.7114, Acc.mirror: 0.7029, Acc.rug: 0.5615, Acc.field: 0.4092, Acc.armchair: 0.5225, Acc.seat: 0.7932, Acc.fence: 0.5356, Acc.desk: 0.6857, Acc.rock: 0.6357, Acc.wardrobe: 0.6249, Acc.lamp: 0.7602, Acc.bathtub: 0.8249, Acc.railing: 0.3996, Acc.cushion: 0.7052, Acc.base: 0.2968, Acc.box: 0.2969, Acc.column: 0.4637, Acc.signboard: 0.5125, Acc.chest of drawers: 0.5398, Acc.counter: 0.3681, Acc.sand: 0.6819, Acc.sink: 0.8024, Acc.skyscraper: 0.7379, Acc.fireplace: 0.8384, Acc.refrigerator: 0.8306, Acc.grandstand: 0.6405, Acc.path: 0.3083, Acc.stairs: 0.3819, Acc.runway: 0.8369, Acc.case: 0.5207, Acc.pool table: 0.9670, Acc.pillow: 0.6411, Acc.screen door: 0.7129, Acc.stairway: 0.4173, Acc.river: 0.2313, Acc.bridge: 0.5948, Acc.bookcase: 0.5926, Acc.blind: 0.3615, Acc.coffee table: 0.7809, Acc.toilet: 0.8975, Acc.flower: 0.5638, Acc.book: 0.6641, Acc.hill: 0.1004, Acc.bench: 0.5256, Acc.countertop: 0.7016, Acc.stove: 0.8377, Acc.palm: 0.7242, Acc.kitchen island: 0.4593, Acc.computer: 0.6686, Acc.swivel chair: 0.4903, Acc.boat: 0.8617, Acc.bar: 0.3064, Acc.arcade machine: 0.5116, Acc.hovel: 0.3125, Acc.bus: 0.9368, Acc.towel: 0.6695, Acc.light: 0.6268, Acc.truck: 0.1798, Acc.tower: 0.4574, Acc.chandelier: 0.8111, Acc.awning: 0.2675, Acc.streetlight: 0.3327, Acc.booth: 0.5627, Acc.television receiver: 0.7864, Acc.airplane: 0.6470, Acc.dirt track: 0.3499, Acc.apparel: 0.5331, Acc.pole: 0.3493, Acc.land: 0.0874, Acc.bannister: 0.1669, Acc.escalator: 0.3267, Acc.ottoman: 0.5165, Acc.bottle: 0.5996, Acc.buffet: 0.4492, Acc.poster: 0.3592, Acc.stage: 0.2509, Acc.van: 0.6200, Acc.ship: 0.7749, Acc.fountain: 0.1968, Acc.conveyer belt: 0.8598, Acc.canopy: 0.2344, Acc.washer: 0.7016, Acc.plaything: 0.3855, Acc.swimming pool: 0.6630, Acc.stool: 0.5480, Acc.barrel: 0.7163, Acc.basket: 0.3809, Acc.waterfall: 0.7954, Acc.tent: 0.9875, Acc.bag: 0.1190, Acc.minibike: 0.8119, Acc.cradle: 0.9394, Acc.oven: 0.5786, Acc.ball: 0.4971, Acc.food: 0.5392, Acc.step: 0.1248, Acc.tank: 0.4040, Acc.trade name: 0.3112, Acc.microwave: 0.6471, Acc.pot: 0.4881, Acc.animal: 0.6215, Acc.bicycle: 0.7128, Acc.lake: 0.6366, Acc.dishwasher: 0.6884, Acc.screen: 0.8056, Acc.blanket: 0.1225, Acc.sculpture: 0.6119, Acc.hood: 0.6944, Acc.sconce: 0.5481, Acc.vase: 0.5355, Acc.traffic light: 0.4752, Acc.tray: 0.2483, Acc.ashcan: 0.4684, Acc.fan: 0.7362, Acc.pier: 0.4749, Acc.crt screen: 0.1399, Acc.plate: 0.6348, Acc.monitor: 0.1049, Acc.bulletin board: 0.5185, Acc.shower: 0.0730, Acc.radiator: 0.5640, Acc.glass: 0.1623, Acc.clock: 0.3559, Acc.flag: 0.4686