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[2024-10-23 14:41:15,625] [INFO] [stage_1_and_2.py:136:__init__] Round robin gradient partitioning: False |
Rank: 0 partition count [4] and sizes[(3932160, False)] |
Rank: 2 partition count [4] and sizes[(3932160, False)] |
Rank: 1 partition count [4] and sizes[(3932160, False)] |
[2024-10-23 14:41:16,022] [INFO] [utils.py:785:see_memory_usage] Before initializing optimizer states |
[2024-10-23 14:41:16,022] [INFO] [utils.py:786:see_memory_usage] MA 4.94 GB Max_MA 4.95 GB CA 5.17 GB Max_CA 5 GB |
[2024-10-23 14:41:16,022] [INFO] [utils.py:793:see_memory_usage] CPU Virtual Memory: used = 35.71 GB, percent = 7.1% |
[2024-10-23 14:41:16,107] [INFO] [utils.py:785:see_memory_usage] After initializing optimizer states |
[2024-10-23 14:41:16,108] [INFO] [utils.py:786:see_memory_usage] MA 4.97 GB Max_MA 4.99 GB CA 5.2 GB Max_CA 5 GB |
[2024-10-23 14:41:16,108] [INFO] [utils.py:793:see_memory_usage] CPU Virtual Memory: used = 35.72 GB, percent = 7.1% |
[2024-10-23 14:41:16,108] [INFO] [stage_1_and_2.py:493:__init__] optimizer state initialized |
[2024-10-23 14:41:16,187] [INFO] [utils.py:785:see_memory_usage] After initializing ZeRO optimizer |
[2024-10-23 14:41:16,188] [INFO] [utils.py:786:see_memory_usage] MA 4.97 GB Max_MA 4.97 GB CA 5.2 GB Max_CA 5 GB |
[2024-10-23 14:41:16,188] [INFO] [utils.py:793:see_memory_usage] CPU Virtual Memory: used = 35.72 GB, percent = 7.1% |
[2024-10-23 14:41:16,189] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Final Optimizer = adamw |
[2024-10-23 14:41:16,189] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed using client callable to create LR scheduler |
[2024-10-23 14:41:16,190] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed LR Scheduler = <torch.optim.lr_scheduler.LambdaLR object at 0x75a2606e76a0> |
[2024-10-23 14:41:16,190] [INFO] [logging.py:96:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0], mom=[[0.9, 0.999]] |
[2024-10-23 14:41:16,192] [INFO] [config.py:960:print] DeepSpeedEngine configuration: |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] activation_checkpointing_config { |
"partition_activations": false, |
"contiguous_memory_optimization": false, |
"cpu_checkpointing": false, |
"number_checkpoints": null, |
"synchronize_checkpoint_boundary": false, |
"profile": false |
} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] amp_enabled .................. False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] amp_params ................... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964: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 |
} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] bfloat16_enabled ............. True |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] checkpoint_parallel_write_pipeline False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] checkpoint_tag_validation_enabled True |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] checkpoint_tag_validation_fail False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x75a260619b70> |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] communication_data_type ...... None |
[2024-10-23 14:41:16,192] [INFO] [config.py:964: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}} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] curriculum_enabled_legacy .... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] curriculum_params_legacy ..... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964: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}}}} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] data_efficiency_enabled ...... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] dataloader_drop_last ......... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] disable_allgather ............ False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] dump_state ................... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] dynamic_loss_scale_args ...... None |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_enabled ........... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_gas_boundary_resolution 1 |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_layer_name ........ bert.encoder.layer |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_layer_num ......... 0 |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_max_iter .......... 100 |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_stability ......... 1e-06 |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_tol ............... 0.01 |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] eigenvalue_verbose ........... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] elasticity_enabled ........... False |
[2024-10-23 14:41:16,192] [INFO] [config.py:964: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 |
} |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] fp16_auto_cast ............... None |
[2024-10-23 14:41:16,192] [INFO] [config.py:964:print] fp16_enabled ................. False |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] fp16_master_weights_and_gradients False |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] global_rank .................. 0 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] grad_accum_dtype ............. None |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] gradient_accumulation_steps .. 1 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] gradient_clipping ............ 1.0 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] gradient_predivide_factor .... 1.0 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964: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 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] initial_dynamic_scale ........ 1 |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] load_universal_checkpoint .... False |
[2024-10-23 14:41:16,193] [INFO] [config.py:964:print] loss_scale ................... 1.0 |
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