| { |
| "best_metric": 0.948, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0441/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": 1.216811180114746, |
| "learning_rate": 5e-05, |
| "loss": 0.8328, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9381333333333334, |
| "eval_loss": 0.22311517596244812, |
| "eval_runtime": 6.7244, |
| "eval_samples_per_second": 557.673, |
| "eval_steps_per_second": 8.774, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 14.335678100585938, |
| "learning_rate": 5e-05, |
| "loss": 0.1426, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9461333333333334, |
| "eval_loss": 0.19207489490509033, |
| "eval_runtime": 6.8471, |
| "eval_samples_per_second": 547.678, |
| "eval_steps_per_second": 8.617, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.15451280772686005, |
| "learning_rate": 5e-05, |
| "loss": 0.0649, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9466666666666667, |
| "eval_loss": 0.190252885222435, |
| "eval_runtime": 7.7149, |
| "eval_samples_per_second": 486.071, |
| "eval_steps_per_second": 7.648, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.12085679918527603, |
| "learning_rate": 5e-05, |
| "loss": 0.0347, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.948, |
| "eval_loss": 0.19953085482120514, |
| "eval_runtime": 6.7039, |
| "eval_samples_per_second": 559.377, |
| "eval_steps_per_second": 8.801, |
| "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 |
| } |
|
|
