| { | |
| "best_metric": 0.8592, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0525/checkpoints/checkpoint-2997", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 2997, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 40.849517822265625, | |
| "learning_rate": 9e-05, | |
| "loss": 3.1781, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6306666666666667, | |
| "eval_loss": 1.4338464736938477, | |
| "eval_runtime": 15.1778, | |
| "eval_samples_per_second": 247.071, | |
| "eval_steps_per_second": 3.887, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 74.61392974853516, | |
| "learning_rate": 9e-05, | |
| "loss": 0.9439, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7917333333333333, | |
| "eval_loss": 0.6849919557571411, | |
| "eval_runtime": 15.323, | |
| "eval_samples_per_second": 244.73, | |
| "eval_steps_per_second": 3.85, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 100.45657348632812, | |
| "learning_rate": 9e-05, | |
| "loss": 0.5664, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8242666666666667, | |
| "eval_loss": 0.5783458352088928, | |
| "eval_runtime": 14.7716, | |
| "eval_samples_per_second": 253.865, | |
| "eval_steps_per_second": 3.994, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 51.926326751708984, | |
| "learning_rate": 9e-05, | |
| "loss": 0.427, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8402666666666667, | |
| "eval_loss": 0.5299595594406128, | |
| "eval_runtime": 15.1894, | |
| "eval_samples_per_second": 246.882, | |
| "eval_steps_per_second": 3.884, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 32.73386001586914, | |
| "learning_rate": 9e-05, | |
| "loss": 0.3247, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8477333333333333, | |
| "eval_loss": 0.4970811605453491, | |
| "eval_runtime": 15.1041, | |
| "eval_samples_per_second": 248.277, | |
| "eval_steps_per_second": 3.906, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 149.561279296875, | |
| "learning_rate": 9e-05, | |
| "loss": 0.2721, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8568, | |
| "eval_loss": 0.47298604249954224, | |
| "eval_runtime": 15.0817, | |
| "eval_samples_per_second": 248.646, | |
| "eval_steps_per_second": 3.912, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 120.08071899414062, | |
| "learning_rate": 9e-05, | |
| "loss": 0.2093, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8562666666666666, | |
| "eval_loss": 0.48994874954223633, | |
| "eval_runtime": 15.1366, | |
| "eval_samples_per_second": 247.743, | |
| "eval_steps_per_second": 3.898, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 61.044944763183594, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1707, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8536, | |
| "eval_loss": 0.5194127559661865, | |
| "eval_runtime": 15.0406, | |
| "eval_samples_per_second": 249.324, | |
| "eval_steps_per_second": 3.923, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 70.00299835205078, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1395, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.8592, | |
| "eval_loss": 0.5127668380737305, | |
| "eval_runtime": 15.1779, | |
| "eval_samples_per_second": 247.069, | |
| "eval_steps_per_second": 3.887, | |
| "step": 2997 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "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": 7.3587863155968e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |