| { | |
| "best_metric": 0.9530666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0151/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": 0.5435671210289001, | |
| "learning_rate": 4.522542485937369e-05, | |
| "loss": 0.8791, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9314666666666667, | |
| "eval_loss": 0.2558072805404663, | |
| "eval_runtime": 6.7945, | |
| "eval_samples_per_second": 551.921, | |
| "eval_steps_per_second": 8.684, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.47342240810394287, | |
| "learning_rate": 3.272542485937369e-05, | |
| "loss": 0.1177, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9408, | |
| "eval_loss": 0.20322370529174805, | |
| "eval_runtime": 7.3371, | |
| "eval_samples_per_second": 511.103, | |
| "eval_steps_per_second": 8.041, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.634818971157074, | |
| "learning_rate": 1.7274575140626318e-05, | |
| "loss": 0.0366, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9501333333333334, | |
| "eval_loss": 0.17973017692565918, | |
| "eval_runtime": 6.645, | |
| "eval_samples_per_second": 564.332, | |
| "eval_steps_per_second": 8.879, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.03654947131872177, | |
| "learning_rate": 4.7745751406263165e-06, | |
| "loss": 0.0127, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9528, | |
| "eval_loss": 0.17758025228977203, | |
| "eval_runtime": 6.5938, | |
| "eval_samples_per_second": 568.717, | |
| "eval_steps_per_second": 8.948, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.054814886301755905, | |
| "learning_rate": 0.0, | |
| "loss": 0.0068, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9530666666666666, | |
| "eval_loss": 0.17499805986881256, | |
| "eval_runtime": 7.3231, | |
| "eval_samples_per_second": 512.079, | |
| "eval_steps_per_second": 8.057, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |