| { | |
| "best_metric": 0.9176, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0153/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": 29.365306854248047, | |
| "learning_rate": 0.0004, | |
| "loss": 1.2982, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8394666666666667, | |
| "eval_loss": 0.544887363910675, | |
| "eval_runtime": 7.7009, | |
| "eval_samples_per_second": 486.954, | |
| "eval_steps_per_second": 7.661, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 16.0965518951416, | |
| "learning_rate": 0.0003, | |
| "loss": 0.377, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8994666666666666, | |
| "eval_loss": 0.3504638075828552, | |
| "eval_runtime": 7.6707, | |
| "eval_samples_per_second": 488.872, | |
| "eval_steps_per_second": 7.692, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 29.985897064208984, | |
| "learning_rate": 0.0002, | |
| "loss": 0.2157, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9136, | |
| "eval_loss": 0.3115847706794739, | |
| "eval_runtime": 7.6819, | |
| "eval_samples_per_second": 488.162, | |
| "eval_steps_per_second": 7.68, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 43.572879791259766, | |
| "learning_rate": 0.0001, | |
| "loss": 0.1201, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.912, | |
| "eval_loss": 0.3125614523887634, | |
| "eval_runtime": 7.7163, | |
| "eval_samples_per_second": 485.985, | |
| "eval_steps_per_second": 7.646, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 38.380126953125, | |
| "learning_rate": 0.0, | |
| "loss": 0.0769, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9176, | |
| "eval_loss": 0.30027785897254944, | |
| "eval_runtime": 7.741, | |
| "eval_samples_per_second": 484.436, | |
| "eval_steps_per_second": 7.622, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |