| { | |
| "best_metric": 0.8792, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0727/checkpoints/checkpoint-1332", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 1332, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 75.70703125, | |
| "learning_rate": 7e-05, | |
| "loss": 3.1771, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.708, | |
| "eval_loss": 1.5138192176818848, | |
| "eval_runtime": 14.155, | |
| "eval_samples_per_second": 264.924, | |
| "eval_steps_per_second": 4.168, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 191.11935424804688, | |
| "learning_rate": 7e-05, | |
| "loss": 0.8469, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8493333333333334, | |
| "eval_loss": 0.5518612265586853, | |
| "eval_runtime": 14.1412, | |
| "eval_samples_per_second": 265.183, | |
| "eval_steps_per_second": 4.172, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 109.26077270507812, | |
| "learning_rate": 7e-05, | |
| "loss": 0.4584, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8744, | |
| "eval_loss": 0.4271766245365143, | |
| "eval_runtime": 14.5819, | |
| "eval_samples_per_second": 257.168, | |
| "eval_steps_per_second": 4.046, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 80.88963317871094, | |
| "learning_rate": 7e-05, | |
| "loss": 0.3029, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8792, | |
| "eval_loss": 0.3953636586666107, | |
| "eval_runtime": 13.5993, | |
| "eval_samples_per_second": 275.75, | |
| "eval_steps_per_second": 4.338, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1332, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "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": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |