| { | |
| "best_metric": 0.9490666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0558/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.24629126489162445, | |
| "learning_rate": 7.714285714285714e-05, | |
| "loss": 0.6555, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9189333333333334, | |
| "eval_loss": 0.28301510214805603, | |
| "eval_runtime": 12.5537, | |
| "eval_samples_per_second": 298.718, | |
| "eval_steps_per_second": 4.7, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 37.91184616088867, | |
| "learning_rate": 6.428571428571429e-05, | |
| "loss": 0.1366, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9346666666666666, | |
| "eval_loss": 0.2330431342124939, | |
| "eval_runtime": 11.8289, | |
| "eval_samples_per_second": 317.02, | |
| "eval_steps_per_second": 4.988, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.03248164802789688, | |
| "learning_rate": 5.142857142857143e-05, | |
| "loss": 0.0624, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9416, | |
| "eval_loss": 0.22513297200202942, | |
| "eval_runtime": 11.6887, | |
| "eval_samples_per_second": 320.821, | |
| "eval_steps_per_second": 5.048, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.039275024086236954, | |
| "learning_rate": 3.857142857142857e-05, | |
| "loss": 0.0253, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9408, | |
| "eval_loss": 0.24709554016590118, | |
| "eval_runtime": 11.5543, | |
| "eval_samples_per_second": 324.554, | |
| "eval_steps_per_second": 5.106, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.03094794787466526, | |
| "learning_rate": 2.5714285714285714e-05, | |
| "loss": 0.0096, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9474666666666667, | |
| "eval_loss": 0.23058974742889404, | |
| "eval_runtime": 11.3244, | |
| "eval_samples_per_second": 331.145, | |
| "eval_steps_per_second": 5.21, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.038116369396448135, | |
| "learning_rate": 1.2857142857142857e-05, | |
| "loss": 0.0039, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9490666666666666, | |
| "eval_loss": 0.2263736128807068, | |
| "eval_runtime": 11.0806, | |
| "eval_samples_per_second": 338.429, | |
| "eval_steps_per_second": 5.325, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "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": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |