| { |
| "best_metric": 0.8856, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0392/checkpoints/checkpoint-2331", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2331, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 133.8059844970703, |
| "learning_rate": 5.9999999999999995e-05, |
| "loss": 3.197, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6784, |
| "eval_loss": 1.5079265832901, |
| "eval_runtime": 7.732, |
| "eval_samples_per_second": 484.995, |
| "eval_steps_per_second": 7.631, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 80.31352996826172, |
| "learning_rate": 4.9999999999999996e-05, |
| "loss": 0.9092, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8229333333333333, |
| "eval_loss": 0.6081333160400391, |
| "eval_runtime": 7.762, |
| "eval_samples_per_second": 483.123, |
| "eval_steps_per_second": 7.601, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 166.04136657714844, |
| "learning_rate": 3.9999999999999996e-05, |
| "loss": 0.5293, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8616, |
| "eval_loss": 0.45934614539146423, |
| "eval_runtime": 7.6199, |
| "eval_samples_per_second": 492.132, |
| "eval_steps_per_second": 7.743, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 126.33173370361328, |
| "learning_rate": 2.9999999999999997e-05, |
| "loss": 0.4067, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8658666666666667, |
| "eval_loss": 0.4193449318408966, |
| "eval_runtime": 7.6211, |
| "eval_samples_per_second": 492.052, |
| "eval_steps_per_second": 7.742, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 85.41637420654297, |
| "learning_rate": 1.9999999999999998e-05, |
| "loss": 0.3424, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8749333333333333, |
| "eval_loss": 0.39347684383392334, |
| "eval_runtime": 7.6102, |
| "eval_samples_per_second": 492.762, |
| "eval_steps_per_second": 7.753, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 60.22658920288086, |
| "learning_rate": 9.999999999999999e-06, |
| "loss": 0.2919, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8816, |
| "eval_loss": 0.3777764141559601, |
| "eval_runtime": 7.6532, |
| "eval_samples_per_second": 489.993, |
| "eval_steps_per_second": 7.709, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 297.2530212402344, |
| "learning_rate": 0.0, |
| "loss": 0.272, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8856, |
| "eval_loss": 0.36249491572380066, |
| "eval_runtime": 8.0396, |
| "eval_samples_per_second": 466.439, |
| "eval_steps_per_second": 7.339, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2331, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|