| { | |
| "best_metric": 0.8850666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0077/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 46.58636474609375, | |
| "learning_rate": 0.0003, | |
| "loss": 1.6052, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8234666666666667, | |
| "eval_loss": 0.5636258721351624, | |
| "eval_runtime": 7.4418, | |
| "eval_samples_per_second": 503.912, | |
| "eval_steps_per_second": 7.928, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 35.149635314941406, | |
| "learning_rate": 0.0003, | |
| "loss": 0.453, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8688, | |
| "eval_loss": 0.4433870315551758, | |
| "eval_runtime": 7.3705, | |
| "eval_samples_per_second": 508.784, | |
| "eval_steps_per_second": 8.005, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 41.15940475463867, | |
| "learning_rate": 0.0003, | |
| "loss": 0.3062, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8725333333333334, | |
| "eval_loss": 0.4235723912715912, | |
| "eval_runtime": 7.3322, | |
| "eval_samples_per_second": 511.441, | |
| "eval_steps_per_second": 8.047, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 53.99800109863281, | |
| "learning_rate": 0.0003, | |
| "loss": 0.2053, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8786666666666667, | |
| "eval_loss": 0.43450361490249634, | |
| "eval_runtime": 7.3048, | |
| "eval_samples_per_second": 513.359, | |
| "eval_steps_per_second": 8.077, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 8.225058555603027, | |
| "learning_rate": 0.0003, | |
| "loss": 0.1417, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8850666666666667, | |
| "eval_loss": 0.4219737946987152, | |
| "eval_runtime": 7.3212, | |
| "eval_samples_per_second": 512.209, | |
| "eval_steps_per_second": 8.059, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |