| { |
| "best_metric": 0.023517148569226265, |
| "best_model_checkpoint": "./models/camera-type/checkpoint-200", |
| "epoch": 5.0, |
| "global_step": 2530, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.2, |
| "learning_rate": 9.604743083003953e-05, |
| "loss": 0.0703, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.4, |
| "learning_rate": 9.213438735177866e-05, |
| "loss": 0.0064, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.4, |
| "eval_accuracy": 0.9915611814345991, |
| "eval_loss": 0.023517148569226265, |
| "eval_runtime": 13.6256, |
| "eval_samples_per_second": 86.968, |
| "eval_steps_per_second": 10.935, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.59, |
| "learning_rate": 8.818181818181818e-05, |
| "loss": 0.015, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.79, |
| "learning_rate": 8.426877470355731e-05, |
| "loss": 0.0034, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.79, |
| "eval_accuracy": 0.9940928270042194, |
| "eval_loss": 0.03918765112757683, |
| "eval_runtime": 26.2367, |
| "eval_samples_per_second": 45.166, |
| "eval_steps_per_second": 5.679, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.99, |
| "learning_rate": 8.031620553359685e-05, |
| "loss": 0.0036, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.19, |
| "learning_rate": 7.636363636363637e-05, |
| "loss": 0.0066, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.19, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.10105644911527634, |
| "eval_runtime": 13.5269, |
| "eval_samples_per_second": 87.603, |
| "eval_steps_per_second": 11.015, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.38, |
| "learning_rate": 7.24110671936759e-05, |
| "loss": 0.0001, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.58, |
| "learning_rate": 6.845849802371542e-05, |
| "loss": 0.0, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.58, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.12266893684864044, |
| "eval_runtime": 14.2674, |
| "eval_samples_per_second": 83.057, |
| "eval_steps_per_second": 10.443, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.78, |
| "learning_rate": 6.450592885375494e-05, |
| "loss": 0.0, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.98, |
| "learning_rate": 6.055335968379446e-05, |
| "loss": 0.0, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.98, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.12320054322481155, |
| "eval_runtime": 13.4323, |
| "eval_samples_per_second": 88.22, |
| "eval_steps_per_second": 11.093, |
| "step": 1000 |
| }, |
| { |
| "epoch": 2.17, |
| "learning_rate": 5.660079051383399e-05, |
| "loss": 0.0, |
| "step": 1100 |
| }, |
| { |
| "epoch": 2.37, |
| "learning_rate": 5.2648221343873516e-05, |
| "loss": 0.0, |
| "step": 1200 |
| }, |
| { |
| "epoch": 2.37, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.143290176987648, |
| "eval_runtime": 14.5978, |
| "eval_samples_per_second": 81.177, |
| "eval_steps_per_second": 10.207, |
| "step": 1200 |
| }, |
| { |
| "epoch": 2.57, |
| "learning_rate": 4.8695652173913046e-05, |
| "loss": 0.0, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.77, |
| "learning_rate": 4.4743083003952576e-05, |
| "loss": 0.0, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.77, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.14161579310894012, |
| "eval_runtime": 13.9736, |
| "eval_samples_per_second": 84.803, |
| "eval_steps_per_second": 10.663, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.96, |
| "learning_rate": 4.079051383399209e-05, |
| "loss": 0.0, |
| "step": 1500 |
| }, |
| { |
| "epoch": 3.16, |
| "learning_rate": 3.6837944664031623e-05, |
| "loss": 0.0, |
| "step": 1600 |
| }, |
| { |
| "epoch": 3.16, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.14079466462135315, |
| "eval_runtime": 13.3148, |
| "eval_samples_per_second": 88.999, |
| "eval_steps_per_second": 11.191, |
| "step": 1600 |
| }, |
| { |
| "epoch": 3.36, |
| "learning_rate": 3.288537549407115e-05, |
| "loss": 0.0, |
| "step": 1700 |
| }, |
| { |
| "epoch": 3.56, |
| "learning_rate": 2.8932806324110674e-05, |
| "loss": 0.0, |
| "step": 1800 |
| }, |
| { |
| "epoch": 3.56, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.140061616897583, |
| "eval_runtime": 13.4092, |
| "eval_samples_per_second": 88.372, |
| "eval_steps_per_second": 11.112, |
| "step": 1800 |
| }, |
| { |
| "epoch": 3.75, |
| "learning_rate": 2.4980237154150198e-05, |
| "loss": 0.0, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.95, |
| "learning_rate": 2.1027667984189725e-05, |
| "loss": 0.0, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.95, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.13938628137111664, |
| "eval_runtime": 13.5631, |
| "eval_samples_per_second": 87.369, |
| "eval_steps_per_second": 10.986, |
| "step": 2000 |
| }, |
| { |
| "epoch": 4.15, |
| "learning_rate": 1.707509881422925e-05, |
| "loss": 0.0, |
| "step": 2100 |
| }, |
| { |
| "epoch": 4.35, |
| "learning_rate": 1.3122529644268775e-05, |
| "loss": 0.0, |
| "step": 2200 |
| }, |
| { |
| "epoch": 4.35, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.13903304934501648, |
| "eval_runtime": 14.2016, |
| "eval_samples_per_second": 83.441, |
| "eval_steps_per_second": 10.492, |
| "step": 2200 |
| }, |
| { |
| "epoch": 4.55, |
| "learning_rate": 9.1699604743083e-06, |
| "loss": 0.0, |
| "step": 2300 |
| }, |
| { |
| "epoch": 4.74, |
| "learning_rate": 5.217391304347826e-06, |
| "loss": 0.0, |
| "step": 2400 |
| }, |
| { |
| "epoch": 4.74, |
| "eval_accuracy": 0.9839662447257383, |
| "eval_loss": 0.13887113332748413, |
| "eval_runtime": 13.5995, |
| "eval_samples_per_second": 87.136, |
| "eval_steps_per_second": 10.956, |
| "step": 2400 |
| }, |
| { |
| "epoch": 4.94, |
| "learning_rate": 1.2648221343873517e-06, |
| "loss": 0.0, |
| "step": 2500 |
| }, |
| { |
| "epoch": 5.0, |
| "step": 2530, |
| "total_flos": 1.9586275919110656e+18, |
| "train_loss": 0.004172653943921321, |
| "train_runtime": 720.5262, |
| "train_samples_per_second": 35.079, |
| "train_steps_per_second": 3.511 |
| } |
| ], |
| "max_steps": 2530, |
| "num_train_epochs": 5, |
| "total_flos": 1.9586275919110656e+18, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
