training.log

[2023-09-03 18:33:54,471] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
2023-09-03 18:33:59.289918: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
[2023-09-03 18:34:00,089] [WARNING] [runner.py:203:fetch_hostfile] Unable to find hostfile, will proceed with training with local resources only.
[2023-09-03 18:34:00,089] [INFO] [runner.py:570:main] cmd = /usr/bin/python3 -u -m deepspeed.launcher.launch --world_info=eyJsb2NhbGhvc3QiOiBbMF19 --master_addr=127.0.0.1 --master_port=29500 --enable_each_rank_log=None main.py --model_name_or_path facebook/opt-1.3b --gradient_accumulation_steps 8 --gradient_checkpointing --lora_dim 128 --zero_stage 0 --enable_tensorboard --tensorboard_path /content/DeepSpeedExamples/applications/DeepSpeed-Chat/output/actor-models/1.3b --deepspeed --output_dir /content/DeepSpeedExamples/applications/DeepSpeed-Chat/output/actor-models/1.3b
[2023-09-03 18:34:02,103] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
2023-09-03 18:34:06.217869: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.15.5-1+cuda11.8
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_DEV_PACKAGE_VERSION=2.15.5-1
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NCCL_VERSION=2.15.5-1
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_PACKAGE=libnccl2=2.15.5-1+cuda11.8
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_PACKAGE_NAME=libnccl2
[2023-09-03 18:34:07,000] [INFO] [launch.py:138:main] 0 NV_LIBNCCL_PACKAGE_VERSION=2.15.5-1
[2023-09-03 18:34:07,000] [INFO] [launch.py:145:main] WORLD INFO DICT: {'localhost': [0]}
[2023-09-03 18:34:07,000] [INFO] [launch.py:151:main] nnodes=1, num_local_procs=1, node_rank=0
[2023-09-03 18:34:07,000] [INFO] [launch.py:162:main] global_rank_mapping=defaultdict(<class 'list'>, {'localhost': [0]})
[2023-09-03 18:34:07,000] [INFO] [launch.py:163:main] dist_world_size=1
[2023-09-03 18:34:07,000] [INFO] [launch.py:165:main] Setting CUDA_VISIBLE_DEVICES=0
2023-09-03 18:34:10.336810: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
[2023-09-03 18:34:12,340] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2023-09-03 18:34:16,742] [INFO] [comm.py:637:init_distributed] cdb=None
[2023-09-03 18:34:16,742] [INFO] [comm.py:668:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl

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You are resizing the embedding layer without providing a `pad_to_multiple_of` parameter. This means that the new embeding dimension will be 50272. This might induce some performance reduction as *Tensor Cores* will not be available. For more details  about this, or help on choosing the correct value for resizing, refer to this guide: https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html#requirements-tc

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Using /root/.cache/torch_extensions/py310_cu118 as PyTorch extensions root...
Creating extension directory /root/.cache/torch_extensions/py310_cu118/fused_adam...
Detected CUDA files, patching ldflags
Emitting ninja build file /root/.cache/torch_extensions/py310_cu118/fused_adam/build.ninja...
Building extension module fused_adam...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/3] /usr/local/cuda/bin/nvcc  -DTORCH_EXTENSION_NAME=fused_adam -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -I/usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/includes -I/usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/adam -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.10/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_80,code=compute_80 -gencode=arch=compute_80,code=sm_80 --compiler-options '-fPIC' -O3 -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DVERSION_GE_1_5 -lineinfo --use_fast_math -gencode=arch=compute_80,code=sm_80 -gencode=arch=compute_80,code=compute_80 -DBF16_AVAILABLE -std=c++17 -c /usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/adam/multi_tensor_adam.cu -o multi_tensor_adam.cuda.o 
[2/3] c++ -MMD -MF fused_adam_frontend.o.d -DTORCH_EXTENSION_NAME=fused_adam -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -I/usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/includes -I/usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/adam -isystem /usr/local/lib/python3.10/dist-packages/torch/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/torch/csrc/api/include -isystem /usr/local/lib/python3.10/dist-packages/torch/include/TH -isystem /usr/local/lib/python3.10/dist-packages/torch/include/THC -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++17 -O3 -std=c++17 -g -Wno-reorder -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DVERSION_GE_1_5 -DBF16_AVAILABLE -c /usr/local/lib/python3.10/dist-packages/deepspeed/ops/csrc/adam/fused_adam_frontend.cpp -o fused_adam_frontend.o 
[3/3] c++ fused_adam_frontend.o multi_tensor_adam.cuda.o -shared -L/usr/local/lib/python3.10/dist-packages/torch/lib -lc10 -lc10_cuda -ltorch_cpu -ltorch_cuda -ltorch -ltorch_python -L/usr/local/cuda/lib64 -lcudart -o fused_adam.so
Loading extension module fused_adam...
Time to load fused_adam op: 31.66241216659546 seconds
[2023-09-03 18:35:52,246] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed info: version=0.10.2, git-hash=unknown, git-branch=unknown
[2023-09-03 18:35:52,246] [INFO] [comm.py:662:init_distributed] Distributed backend already initialized
[2023-09-03 18:35:53,727] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
[2023-09-03 18:35:53,729] [INFO] [logging.py:96:log_dist] [Rank 0] Removing param_group that has no 'params' in the client Optimizer
[2023-09-03 18:35:53,729] [INFO] [logging.py:96:log_dist] [Rank 0] Using client Optimizer as basic optimizer
[2023-09-03 18:35:53,779] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam
[2023-09-03 18:35:53,779] [INFO] [logging.py:96:log_dist] [Rank 0] Creating fp16 optimizer with dynamic loss scale
[2023-09-03 18:35:53,858] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Final Optimizer = FusedAdam
[2023-09-03 18:35:53,859] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed using client LR scheduler
[2023-09-03 18:35:53,859] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed LR Scheduler = <torch.optim.lr_scheduler.LambdaLR object at 0x793c88ee6980>
[2023-09-03 18:35:53,859] [INFO] [logging.py:96:log_dist] [Rank 0] step=0, skipped=0, lr=[0.001, 0.0005, 0.001], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:35:53,860] [INFO] [config.py:963:print] DeepSpeedEngine configuration:
[2023-09-03 18:35:53,860] [INFO] [config.py:967:print]   activation_checkpointing_config  {
    "partition_activations": false, 
    "contiguous_memory_optimization": false, 
    "cpu_checkpointing": false, 
    "number_checkpoints": null, 
    "synchronize_checkpoint_boundary": false, 
    "profile": false
}
[2023-09-03 18:35:53,860] [INFO] [config.py:967:print]   aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
[2023-09-03 18:35:53,860] [INFO] [config.py:967:print]   amp_enabled .................. False
[2023-09-03 18:35:53,860] [INFO] [config.py:967:print]   amp_params ................... False
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   autotuning_config ............ {
    "enabled": false, 
    "start_step": null, 
    "end_step": null, 
    "metric_path": null, 
    "arg_mappings": null, 
    "metric": "throughput", 
    "model_info": null, 
    "results_dir": "autotuning_results", 
    "exps_dir": "autotuning_exps", 
    "overwrite": true, 
    "fast": true, 
    "start_profile_step": 3, 
    "end_profile_step": 5, 
    "tuner_type": "gridsearch", 
    "tuner_early_stopping": 5, 
    "tuner_num_trials": 50, 
    "model_info_path": null, 
    "mp_size": 1, 
    "max_train_batch_size": null, 
    "min_train_batch_size": 1, 
    "max_train_micro_batch_size_per_gpu": 1.024000e+03, 
    "min_train_micro_batch_size_per_gpu": 1, 
    "num_tuning_micro_batch_sizes": 3
}
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   bfloat16_enabled ............. False
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   checkpoint_parallel_write_pipeline  False
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   checkpoint_tag_validation_enabled  True
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   checkpoint_tag_validation_fail  False
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x793bea59ceb0>
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   communication_data_type ...... None
[2023-09-03 18:35:53,862] [INFO] [config.py:967:print]   compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}}
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   curriculum_enabled_legacy .... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   curriculum_params_legacy ..... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   data_efficiency_config ....... {'enabled': False, 'seed': 1234, 'data_sampling': {'enabled': False, 'num_epochs': 1000, 'num_workers': 0, 'curriculum_learning': {'enabled': False}}, 'data_routing': {'enabled': False, 'random_ltd': {'enabled': False, 'layer_token_lr_schedule': {'enabled': False}}}}
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   data_efficiency_enabled ...... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   dataloader_drop_last ......... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   disable_allgather ............ False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   dump_state ................... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   dynamic_loss_scale_args ...... {'init_scale': 65536, 'scale_window': 100, 'delayed_shift': 2, 'consecutive_hysteresis': False, 'min_scale': 1}
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_enabled ........... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_gas_boundary_resolution  1
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_layer_name ........ bert.encoder.layer
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_layer_num ......... 0
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_max_iter .......... 100
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_stability ......... 1e-06
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_tol ............... 0.01
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   eigenvalue_verbose ........... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   elasticity_enabled ........... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   flops_profiler_config ........ {
    "enabled": false, 
    "recompute_fwd_factor": 0.0, 
    "profile_step": 1, 
    "module_depth": -1, 
    "top_modules": 1, 
    "detailed": true, 
    "output_file": null
}
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   fp16_auto_cast ............... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   fp16_enabled ................. True
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   fp16_master_weights_and_gradients  False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   global_rank .................. 0
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   grad_accum_dtype ............. None
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   gradient_accumulation_steps .. 8
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   gradient_clipping ............ 1.0
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   gradient_predivide_factor .... 1.0
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   hybrid_engine ................ enabled=False max_out_tokens=512 inference_tp_size=1 release_inference_cache=False pin_parameters=True tp_gather_partition_size=8
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   initial_dynamic_scale ........ 65536
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   load_universal_checkpoint .... False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   loss_scale ................... 0
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   memory_breakdown ............. False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   mics_hierarchial_params_gather  False
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   mics_shard_size .............. -1
[2023-09-03 18:35:53,863] [INFO] [config.py:967:print]   monitor_config ............... tensorboard=TensorBoardConfig(enabled=True, output_path='/content/DeepSpeedExamples/applications/DeepSpeed-Chat/output/actor-models/1.3b/ds_tensorboard_logs/', job_name='step1_model_tensorboard') wandb=WandbConfig(enabled=False, group=None, team=None, project='deepspeed') csv_monitor=CSVConfig(enabled=False, output_path='', job_name='DeepSpeedJobName') enabled=True
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   nebula_config ................ {
    "enabled": false, 
    "persistent_storage_path": null, 
    "persistent_time_interval": 100, 
    "num_of_version_in_retention": 2, 
    "enable_nebula_load": true, 
    "load_path": null
}
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   optimizer_legacy_fusion ...... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   optimizer_name ............... None
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   optimizer_params ............. None
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0}
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   pld_enabled .................. False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   pld_params ................... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   prescale_gradients ........... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   scheduler_name ............... None
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   scheduler_params ............. None
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   sparse_attention ............. None
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   sparse_gradients_enabled ..... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   steps_per_print .............. 10
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   train_batch_size ............. 128
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   train_micro_batch_size_per_gpu  16
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   use_node_local_storage ....... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   wall_clock_breakdown ......... False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   world_size ................... 1
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   zero_allow_untested_optimizer  False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   zero_config .................. stage=0 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=500,000,000 allgather_partitions=True allgather_bucket_size=500,000,000 overlap_comm=False load_from_fp32_weights=True elastic_checkpoint=False offload_param=DeepSpeedZeroOffloadParamConfig(device='none', nvme_path=None, buffer_count=5, buffer_size=100,000,000, max_in_cpu=1,000,000,000, pin_memory=False) offload_optimizer=DeepSpeedZeroOffloadOptimizerConfig(device='none', nvme_path=None, buffer_count=4, pin_memory=False, pipeline=False, pipeline_read=False, pipeline_write=False, fast_init=False) sub_group_size=1,000,000,000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=30000000 param_persistence_threshold=10000 model_persistence_threshold=sys.maxsize max_live_parameters=30000000 max_reuse_distance=1,000,000,000 gather_16bit_weights_on_model_save=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False zero_hpz_partition_size=1 zero_quantized_weights=False zero_quantized_nontrainable_weights=False zero_quantized_gradients=False mics_shard_size=-1 mics_hierarchical_params_gather=False memory_efficient_linear=False pipeline_loading_checkpoint=False override_module_apply=True
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   zero_enabled ................. False
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   zero_force_ds_cpu_optimizer .. True
[2023-09-03 18:35:53,864] [INFO] [config.py:967:print]   zero_optimization_stage ...... 0
[2023-09-03 18:35:53,864] [INFO] [config.py:953:print_user_config]   json = {
    "train_batch_size": 128, 
    "train_micro_batch_size_per_gpu": 16, 
    "steps_per_print": 10, 
    "zero_optimization": {
        "stage": 0, 
        "offload_param": {
            "device": "none"
        }, 
        "offload_optimizer": {
            "device": "none"
        }, 
        "stage3_param_persistence_threshold": 1.000000e+04, 
        "stage3_max_live_parameters": 3.000000e+07, 
        "stage3_prefetch_bucket_size": 3.000000e+07, 
        "memory_efficient_linear": false
    }, 
    "fp16": {
        "enabled": true, 
        "loss_scale_window": 100
    }, 
    "gradient_clipping": 1.0, 
    "prescale_gradients": false, 
    "wall_clock_breakdown": false, 
    "hybrid_engine": {
        "enabled": false, 
        "max_out_tokens": 512, 
        "inference_tp_size": 1, 
        "release_inference_cache": false, 
        "pin_parameters": true, 
        "tp_gather_partition_size": 8
    }, 
    "tensorboard": {
        "enabled": true, 
        "output_path": "/content/DeepSpeedExamples/applications/DeepSpeed-Chat/output/actor-models/1.3b/ds_tensorboard_logs/", 
        "job_name": "step1_model_tensorboard"
    }
}
***** Running training *****
***** Evaluating perplexity, Epoch 0/1 *****
ppl: 4392.14599609375
Beginning of Epoch 1/1, Total Micro Batches 954
Model Parameters: 1.429 B, Latency: 1.02s, TFLOPs: 66.78, Samples/sec: 15.63, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.22, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.21, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:36:16,461] [INFO] [fused_optimizer.py:347:_update_scale] 
Grad overflow on iteration 0
[2023-09-03 18:36:16,461] [INFO] [fused_optimizer.py:348:_update_scale] Reducing dynamic loss scale from 65536 to 32768.0
[2023-09-03 18:36:16,461] [INFO] [logging.py:96:log_dist] [Rank 0] Overflow detected. Skipping step. Attempted loss scale: 65536, reducing to 32768.0
Model Parameters: 1.429 B, Latency: 0.86s, TFLOPs: 79.81, Samples/sec: 18.68, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.44, Samples/sec: 19.06, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.24, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.25, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:36:23,228] [INFO] [fused_optimizer.py:347:_update_scale] 
Grad overflow on iteration 1
[2023-09-03 18:36:23,228] [INFO] [fused_optimizer.py:348:_update_scale] Reducing dynamic loss scale from 32768.0 to 16384.0
[2023-09-03 18:36:23,228] [INFO] [logging.py:96:log_dist] [Rank 0] Overflow detected. Skipping step. Attempted loss scale: 32768.0, reducing to 16384.0
Model Parameters: 1.429 B, Latency: 0.86s, TFLOPs: 79.83, Samples/sec: 18.68, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.40, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.18, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.72, Samples/sec: 18.89, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.79, Samples/sec: 18.90, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.31, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.20, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:36:30,017] [INFO] [fused_optimizer.py:347:_update_scale] 
Grad overflow on iteration 2
[2023-09-03 18:36:30,017] [INFO] [fused_optimizer.py:348:_update_scale] Reducing dynamic loss scale from 16384.0 to 8192.0
[2023-09-03 18:36:30,017] [INFO] [logging.py:96:log_dist] [Rank 0] Overflow detected. Skipping step. Attempted loss scale: 16384.0, reducing to 8192.0
Model Parameters: 1.429 B, Latency: 0.86s, TFLOPs: 79.81, Samples/sec: 18.68, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.77, Samples/sec: 18.90, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.95s, TFLOPs: 71.82, Samples/sec: 16.81, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.40, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.15, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.18, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:36:50,496] [INFO] [fused_optimizer.py:347:_update_scale] 
Grad overflow on iteration 5
[2023-09-03 18:36:50,496] [INFO] [fused_optimizer.py:348:_update_scale] Reducing dynamic loss scale from 8192.0 to 4096.0
[2023-09-03 18:36:50,496] [INFO] [logging.py:96:log_dist] [Rank 0] Overflow detected. Skipping step. Attempted loss scale: 8192.0, reducing to 4096.0
Model Parameters: 1.429 B, Latency: 0.86s, TFLOPs: 79.60, Samples/sec: 18.63, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.70, Samples/sec: 18.88, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.91s, TFLOPs: 75.52, Samples/sec: 17.67, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.25, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.38, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.18, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.15, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.37, Samples/sec: 17.87, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.40, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.79, Samples/sec: 18.90, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.28, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:37:17,791] [INFO] [logging.py:96:log_dist] [Rank 0] step=10, skipped=4, lr=[0.0009938441702975688, 0.0004969220851487844, 0.0009938441702975688], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:37:17,794] [INFO] [timer.py:260:stop] epoch=0/micro_step=80/global_step=10, RunningAvgSamplesPerSec=18.831049909747506, CurrSamplesPerSec=18.807653213345517, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.45, Samples/sec: 19.06, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.24, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.16, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.29, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.80, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.92, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.22, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.52, Samples/sec: 18.84, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.88, Samples/sec: 18.92, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.58, Samples/sec: 18.86, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.15, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.20, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.91, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.18, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.23, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.60, Samples/sec: 18.86, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:38:26,033] [INFO] [logging.py:96:log_dist] [Rank 0] step=20, skipped=4, lr=[0.0009567727288213005, 0.0004783863644106502, 0.0009567727288213005], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:38:26,036] [INFO] [timer.py:260:stop] epoch=0/micro_step=160/global_step=20, RunningAvgSamplesPerSec=18.825310270943078, CurrSamplesPerSec=18.81212272756149, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.22, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.83, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.16, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.20, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.12, Samples/sec: 17.81, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.89, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.79, Samples/sec: 18.90, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.80, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.93, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.89, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.14, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.26, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.45, Samples/sec: 18.83, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.30, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.29, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:39:34,275] [INFO] [logging.py:96:log_dist] [Rank 0] step=30, skipped=4, lr=[0.0008885729807284854, 0.0004442864903642427, 0.0008885729807284854], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:39:34,278] [INFO] [timer.py:260:stop] epoch=0/micro_step=240/global_step=30, RunningAvgSamplesPerSec=18.82351155926243, CurrSamplesPerSec=18.834208831789546, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.56, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.25, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.31, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.90, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.30, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.51, Samples/sec: 18.84, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.31, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.40, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.84, Samples/sec: 18.92, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.18, Samples/sec: 18.76, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.32, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.30, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.85, Samples/sec: 18.92, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:40:42,504] [INFO] [logging.py:96:log_dist] [Rank 0] step=40, skipped=4, lr=[0.0007938926261462366, 0.0003969463130731183, 0.0007938926261462366], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:40:42,507] [INFO] [timer.py:260:stop] epoch=0/micro_step=320/global_step=40, RunningAvgSamplesPerSec=18.823593319102685, CurrSamplesPerSec=18.832310081437228, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.28, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.94, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.94, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.29, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.22, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.32, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.32, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.61, Samples/sec: 18.86, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.94, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.89, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.34, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.16, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.81, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.13, Samples/sec: 17.81, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.29, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.30, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.18, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.22, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.35, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:41:50,746] [INFO] [logging.py:96:log_dist] [Rank 0] step=50, skipped=4, lr=[0.0006791839747726501, 0.00033959198738632503, 0.0006791839747726501], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:41:50,749] [INFO] [timer.py:260:stop] epoch=0/micro_step=400/global_step=50, RunningAvgSamplesPerSec=18.823006948587473, CurrSamplesPerSec=18.82600414243624, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.11, Samples/sec: 17.81, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.54, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.07, Samples/sec: 18.74, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.80, Samples/sec: 17.74, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.22, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.28, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.00, Samples/sec: 17.78, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.54, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.14, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.21, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.22, Samples/sec: 18.77, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.21, Samples/sec: 18.77, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.18, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:42:59,018] [INFO] [logging.py:96:log_dist] [Rank 0] step=60, skipped=4, lr=[0.0005522642316338268, 0.0002761321158169134, 0.0005522642316338268], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:42:59,021] [INFO] [timer.py:260:stop] epoch=0/micro_step=480/global_step=60, RunningAvgSamplesPerSec=18.821109620393397, CurrSamplesPerSec=18.832281675761887, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.70, Samples/sec: 18.88, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.15, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.08, Samples/sec: 17.80, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.15, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.32, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.55, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.66, Samples/sec: 18.87, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.26, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.25, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.94, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.93, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.22, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.39, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.09, Samples/sec: 17.80, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.23, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.74, Samples/sec: 18.89, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.46, Samples/sec: 18.83, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.94, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.92, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:44:07,267] [INFO] [logging.py:96:log_dist] [Rank 0] step=70, skipped=4, lr=[0.0004217827674798845, 0.00021089138373994224, 0.0004217827674798845], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:44:07,270] [INFO] [timer.py:260:stop] epoch=0/micro_step=560/global_step=70, RunningAvgSamplesPerSec=18.820836318425595, CurrSamplesPerSec=18.832129739883644, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.26, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.34, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.15, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.46, Samples/sec: 18.83, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.15, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.92, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.09, Samples/sec: 17.81, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.82, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.71, Samples/sec: 18.89, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.64, Samples/sec: 17.70, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.21, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.92, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.27, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.68, Samples/sec: 17.71, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.31, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.26, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:45:15,513] [INFO] [logging.py:96:log_dist] [Rank 0] step=80, skipped=4, lr=[0.0002966316784621, 0.00014831583923105, 0.0002966316784621], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:45:15,516] [INFO] [timer.py:260:stop] epoch=0/micro_step=640/global_step=80, RunningAvgSamplesPerSec=18.82067254206399, CurrSamplesPerSec=18.820728995880213, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.32, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.28, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.34, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.29, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.34, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.29, Samples/sec: 18.79, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.39, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.14, Samples/sec: 18.99, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.09, Samples/sec: 17.80, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.87, Samples/sec: 18.92, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.05, Samples/sec: 17.80, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.29, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.83, Samples/sec: 18.91, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:46:23,729] [INFO] [logging.py:96:log_dist] [Rank 0] step=90, skipped=4, lr=[0.00018533980447508135, 9.266990223754068e-05, 0.00018533980447508135], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:46:23,732] [INFO] [timer.py:260:stop] epoch=0/micro_step=720/global_step=90, RunningAvgSamplesPerSec=18.82138705032387, CurrSamplesPerSec=18.839549715629854, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.40, Samples/sec: 19.05, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.01, Samples/sec: 17.79, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.24, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.75, Samples/sec: 17.73, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.16, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.25, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.91, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.21, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.86s, TFLOPs: 79.75, Samples/sec: 18.66, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.21, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.34, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.24, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.25, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.54, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.91, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.45, Samples/sec: 18.82, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.31, Samples/sec: 17.86, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.19, Samples/sec: 19.00, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.13, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:47:31,975] [INFO] [logging.py:96:log_dist] [Rank 0] step=100, skipped=4, lr=[9.549150281252633e-05, 4.7745751406263163e-05, 9.549150281252633e-05], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:47:31,978] [INFO] [timer.py:260:stop] epoch=0/micro_step=800/global_step=100, RunningAvgSamplesPerSec=18.82124037075098, CurrSamplesPerSec=18.82521066864151, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.26, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.31, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.12, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.79, Samples/sec: 18.90, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.92, Samples/sec: 17.77, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.32, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.07, Samples/sec: 18.74, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.93, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.28, Samples/sec: 17.85, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.30, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.20, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.33, Samples/sec: 18.80, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.10, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.19, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:48:19,732] [INFO] [fused_optimizer.py:355:_update_scale] No Grad overflow for 100 iterations
[2023-09-03 18:48:19,732] [INFO] [fused_optimizer.py:356:_update_scale] Increasing dynamic loss scale from 4096.0 to 8192.0
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.23, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.21, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.93, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.33, Samples/sec: 18.80, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 75.88, Samples/sec: 17.76, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.35, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.11, Samples/sec: 18.98, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
[2023-09-03 18:48:40,227] [INFO] [logging.py:96:log_dist] [Rank 0] step=110, skipped=4, lr=[3.3209786751399184e-05, 1.6604893375699592e-05, 3.3209786751399184e-05], mom=[(0.9, 0.95), (0.9, 0.95), (0.9, 0.95)]
[2023-09-03 18:48:40,230] [INFO] [timer.py:260:stop] epoch=0/micro_step=880/global_step=110, RunningAvgSamplesPerSec=18.821008853104154, CurrSamplesPerSec=18.827828329578843, MemAllocated=5.92GB, MaxMemAllocated=11.24GB
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.16, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.29, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.95, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.96, Samples/sec: 18.94, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.15, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.17, Samples/sec: 17.82, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.23, Samples/sec: 19.01, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.05, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.57, Samples/sec: 18.85, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.26, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.34, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.91s, TFLOPs: 75.21, Samples/sec: 17.60, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.33, Samples/sec: 19.03, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.03, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.25, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.36, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.97, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.18, Samples/sec: 17.83, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.99, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.02, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.04, Samples/sec: 18.96, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.22, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.37, Samples/sec: 19.04, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.09, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.06, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.08, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.90s, TFLOPs: 76.25, Samples/sec: 17.84, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.27, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.91, Samples/sec: 18.93, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 80.98, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.01, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.07, Samples/sec: 18.97, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.00, Samples/sec: 18.95, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.85s, TFLOPs: 80.72, Samples/sec: 18.89, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.91s, TFLOPs: 75.41, Samples/sec: 17.64, Time/seq 0.06s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.84s, TFLOPs: 81.28, Samples/sec: 19.02, Time/seq 0.05s, Batch Size: 16, Sequence Length: 512
Model Parameters: 1.429 B, Latency: 0.25s, TFLOPs: 273.72, Samples/sec: 64.05, Time/seq 0.02s, Batch Size: 16, Sequence Length: 512
***** Evaluating perplexity, Epoch 1/1 *****
ppl: 2.149731159210205
saving the final model ...
[2023-09-03 18:50:03,981] [INFO] [launch.py:347:main] Process 2600 exits successfully.