| { | |
| "best_metric": 0.8272, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0007/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 100.51819610595703, | |
| "learning_rate": 4.665063509461097e-05, | |
| "loss": 3.7233, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.4829333333333333, | |
| "eval_loss": 3.170290470123291, | |
| "eval_runtime": 14.4592, | |
| "eval_samples_per_second": 259.351, | |
| "eval_steps_per_second": 4.08, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 195.52691650390625, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 1.9555, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7136, | |
| "eval_loss": 1.1700083017349243, | |
| "eval_runtime": 14.6695, | |
| "eval_samples_per_second": 255.632, | |
| "eval_steps_per_second": 4.022, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 189.39056396484375, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.9326, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7898666666666667, | |
| "eval_loss": 0.7559321522712708, | |
| "eval_runtime": 15.0796, | |
| "eval_samples_per_second": 248.681, | |
| "eval_steps_per_second": 3.913, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 481.6527404785156, | |
| "learning_rate": 1.2500000000000006e-05, | |
| "loss": 0.7037, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8173333333333334, | |
| "eval_loss": 0.6441612243652344, | |
| "eval_runtime": 14.6579, | |
| "eval_samples_per_second": 255.835, | |
| "eval_steps_per_second": 4.025, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 92.86109161376953, | |
| "learning_rate": 3.3493649053890326e-06, | |
| "loss": 0.6221, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8218666666666666, | |
| "eval_loss": 0.6306751370429993, | |
| "eval_runtime": 14.6596, | |
| "eval_samples_per_second": 255.805, | |
| "eval_steps_per_second": 4.025, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 106.04248809814453, | |
| "learning_rate": 0.0, | |
| "loss": 0.6027, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8272, | |
| "eval_loss": 0.6131772994995117, | |
| "eval_runtime": 14.6829, | |
| "eval_samples_per_second": 255.399, | |
| "eval_steps_per_second": 4.018, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |