| { | |
| "best_metric": 0.9389333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0892/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 8.086507797241211, | |
| "learning_rate": 5e-05, | |
| "loss": 0.9028, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9256, | |
| "eval_loss": 0.26424717903137207, | |
| "eval_runtime": 13.5384, | |
| "eval_samples_per_second": 276.991, | |
| "eval_steps_per_second": 4.358, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.8906418085098267, | |
| "learning_rate": 5e-05, | |
| "loss": 0.168, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9341333333333334, | |
| "eval_loss": 0.23150846362113953, | |
| "eval_runtime": 13.4757, | |
| "eval_samples_per_second": 278.279, | |
| "eval_steps_per_second": 4.378, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.2329801321029663, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0913, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9298666666666666, | |
| "eval_loss": 0.25696858763694763, | |
| "eval_runtime": 13.3973, | |
| "eval_samples_per_second": 279.907, | |
| "eval_steps_per_second": 4.404, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 12.360350608825684, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0521, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9373333333333334, | |
| "eval_loss": 0.25371044874191284, | |
| "eval_runtime": 13.1927, | |
| "eval_samples_per_second": 284.247, | |
| "eval_steps_per_second": 4.472, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.3150515556335449, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0365, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9389333333333333, | |
| "eval_loss": 0.24791266024112701, | |
| "eval_runtime": 13.4146, | |
| "eval_samples_per_second": 279.546, | |
| "eval_steps_per_second": 4.398, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |