| { |
| "best_metric": 0.9322666666666667, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0970/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": 1.5092003345489502, |
| "learning_rate": 0.000225, |
| "loss": 0.6032, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8842666666666666, |
| "eval_loss": 0.39485156536102295, |
| "eval_runtime": 7.914, |
| "eval_samples_per_second": 473.842, |
| "eval_steps_per_second": 7.455, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.494292289018631, |
| "learning_rate": 0.00015, |
| "loss": 0.1969, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9045333333333333, |
| "eval_loss": 0.35473373532295227, |
| "eval_runtime": 7.0115, |
| "eval_samples_per_second": 534.835, |
| "eval_steps_per_second": 8.415, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.036750636994838715, |
| "learning_rate": 7.5e-05, |
| "loss": 0.0639, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9184, |
| "eval_loss": 0.3134738802909851, |
| "eval_runtime": 7.2185, |
| "eval_samples_per_second": 519.496, |
| "eval_steps_per_second": 8.173, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.03323709964752197, |
| "learning_rate": 0.0, |
| "loss": 0.0119, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9322666666666667, |
| "eval_loss": 0.2633913457393646, |
| "eval_runtime": 6.9162, |
| "eval_samples_per_second": 542.205, |
| "eval_steps_per_second": 8.531, |
| "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": 6.58965282490368e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|