| { | |
| "best_metric": 0.8016, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0646/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": 0.18986263871192932, | |
| "learning_rate": 0.0005, | |
| "loss": 0.8823, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7976, | |
| "eval_loss": 0.7165610790252686, | |
| "eval_runtime": 11.8853, | |
| "eval_samples_per_second": 315.516, | |
| "eval_steps_per_second": 4.964, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 8.044432640075684, | |
| "learning_rate": 0.0005, | |
| "loss": 0.5227, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7957333333333333, | |
| "eval_loss": 0.71951824426651, | |
| "eval_runtime": 11.6113, | |
| "eval_samples_per_second": 322.962, | |
| "eval_steps_per_second": 5.081, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 2.3520050048828125, | |
| "learning_rate": 0.0005, | |
| "loss": 0.4122, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7965333333333333, | |
| "eval_loss": 0.7553605437278748, | |
| "eval_runtime": 11.7269, | |
| "eval_samples_per_second": 319.779, | |
| "eval_steps_per_second": 5.031, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.166804552078247, | |
| "learning_rate": 0.0005, | |
| "loss": 0.35, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8016, | |
| "eval_loss": 0.7318433523178101, | |
| "eval_runtime": 11.8137, | |
| "eval_samples_per_second": 317.427, | |
| "eval_steps_per_second": 4.994, | |
| "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 | |
| } | |