| { | |
| "best_metric": 0.6746987951807228, | |
| "best_model_checkpoint": "vit-base-patch16-224-finetuned/checkpoint-105", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 105, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 4.545454545454546e-05, | |
| "loss": 2.8668, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.5212765957446815e-05, | |
| "loss": 2.2489, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.9893617021276594e-05, | |
| "loss": 1.8046, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6004016064257028, | |
| "eval_loss": 1.5307656526565552, | |
| "eval_runtime": 7.8884, | |
| "eval_samples_per_second": 63.131, | |
| "eval_steps_per_second": 2.028, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 3.4574468085106386e-05, | |
| "loss": 1.505, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 2.925531914893617e-05, | |
| "loss": 1.3769, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 2.393617021276596e-05, | |
| "loss": 1.2191, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.8617021276595745e-05, | |
| "loss": 1.1931, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6526104417670683, | |
| "eval_loss": 1.2079730033874512, | |
| "eval_runtime": 8.2786, | |
| "eval_samples_per_second": 60.155, | |
| "eval_steps_per_second": 1.933, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 1.3297872340425532e-05, | |
| "loss": 1.0954, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.97872340425532e-06, | |
| "loss": 1.0719, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 2.6595744680851065e-06, | |
| "loss": 1.0292, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.6746987951807228, | |
| "eval_loss": 1.1532235145568848, | |
| "eval_runtime": 7.6457, | |
| "eval_samples_per_second": 65.135, | |
| "eval_steps_per_second": 2.093, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 105, | |
| "total_flos": 1.0402373155785892e+18, | |
| "train_loss": 1.5203653063092912, | |
| "train_runtime": 531.0704, | |
| "train_samples_per_second": 25.273, | |
| "train_steps_per_second": 0.198 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 105, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 1.0402373155785892e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |