| { | |
| "best_metric": 0.8482666666666666, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0092/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": 123.62455749511719, | |
| "learning_rate": 8.140576474687264e-05, | |
| "loss": 3.0021, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6749333333333334, | |
| "eval_loss": 1.3384606838226318, | |
| "eval_runtime": 7.9503, | |
| "eval_samples_per_second": 471.682, | |
| "eval_steps_per_second": 7.421, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 84.5896224975586, | |
| "learning_rate": 5.890576474687264e-05, | |
| "loss": 0.9116, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8050666666666667, | |
| "eval_loss": 0.6513868570327759, | |
| "eval_runtime": 7.8864, | |
| "eval_samples_per_second": 475.501, | |
| "eval_steps_per_second": 7.481, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 123.14508056640625, | |
| "learning_rate": 3.1094235253127374e-05, | |
| "loss": 0.5786, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8341333333333333, | |
| "eval_loss": 0.5302331447601318, | |
| "eval_runtime": 7.9715, | |
| "eval_samples_per_second": 470.425, | |
| "eval_steps_per_second": 7.401, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 85.92764282226562, | |
| "learning_rate": 8.59423525312737e-06, | |
| "loss": 0.4812, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8482666666666666, | |
| "eval_loss": 0.5042679309844971, | |
| "eval_runtime": 7.9017, | |
| "eval_samples_per_second": 474.581, | |
| "eval_steps_per_second": 7.467, | |
| "step": 1332 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |