| { | |
| "best_metric": 0.9074666666666666, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0601/checkpoints/checkpoint-2664", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 2664, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 136.4054718017578, | |
| "learning_rate": 9e-05, | |
| "loss": 2.7234, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7805333333333333, | |
| "eval_loss": 0.855254054069519, | |
| "eval_runtime": 7.6775, | |
| "eval_samples_per_second": 488.442, | |
| "eval_steps_per_second": 7.685, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 116.6287841796875, | |
| "learning_rate": 9e-05, | |
| "loss": 0.6258, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8773333333333333, | |
| "eval_loss": 0.4291454553604126, | |
| "eval_runtime": 7.6658, | |
| "eval_samples_per_second": 489.184, | |
| "eval_steps_per_second": 7.697, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 228.27731323242188, | |
| "learning_rate": 9e-05, | |
| "loss": 0.381, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8834666666666666, | |
| "eval_loss": 0.37970420718193054, | |
| "eval_runtime": 7.6018, | |
| "eval_samples_per_second": 493.307, | |
| "eval_steps_per_second": 7.761, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 104.64036560058594, | |
| "learning_rate": 9e-05, | |
| "loss": 0.2677, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8981333333333333, | |
| "eval_loss": 0.34468144178390503, | |
| "eval_runtime": 7.6258, | |
| "eval_samples_per_second": 491.754, | |
| "eval_steps_per_second": 7.737, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 110.99284362792969, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1912, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8933333333333333, | |
| "eval_loss": 0.3526991307735443, | |
| "eval_runtime": 7.6427, | |
| "eval_samples_per_second": 490.665, | |
| "eval_steps_per_second": 7.72, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 98.84141540527344, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1384, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8997333333333334, | |
| "eval_loss": 0.34339040517807007, | |
| "eval_runtime": 7.6664, | |
| "eval_samples_per_second": 489.145, | |
| "eval_steps_per_second": 7.696, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 177.060302734375, | |
| "learning_rate": 9e-05, | |
| "loss": 0.1149, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9058666666666667, | |
| "eval_loss": 0.34156107902526855, | |
| "eval_runtime": 7.6548, | |
| "eval_samples_per_second": 489.89, | |
| "eval_steps_per_second": 7.708, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 205.2045135498047, | |
| "learning_rate": 9e-05, | |
| "loss": 0.0863, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9074666666666666, | |
| "eval_loss": 0.3585382103919983, | |
| "eval_runtime": 7.6697, | |
| "eval_samples_per_second": 488.937, | |
| "eval_steps_per_second": 7.693, | |
| "step": 2664 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |