| { |
| "best_metric": 0.8752, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0912/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": 371.94537353515625, |
| "learning_rate": 6.733578363789503e-05, |
| "loss": 3.355, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6029333333333333, |
| "eval_loss": 1.889343500137329, |
| "eval_runtime": 9.167, |
| "eval_samples_per_second": 409.078, |
| "eval_steps_per_second": 6.436, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 78.37898254394531, |
| "learning_rate": 5.974873734152915e-05, |
| "loss": 1.1092, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.808, |
| "eval_loss": 0.7165209650993347, |
| "eval_runtime": 8.149, |
| "eval_samples_per_second": 460.177, |
| "eval_steps_per_second": 7.24, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 155.7366180419922, |
| "learning_rate": 4.839392013277814e-05, |
| "loss": 0.6219, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8376, |
| "eval_loss": 0.5720428228378296, |
| "eval_runtime": 8.1191, |
| "eval_samples_per_second": 461.876, |
| "eval_steps_per_second": 7.267, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 46.028385162353516, |
| "learning_rate": 3.5e-05, |
| "loss": 0.464, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8573333333333333, |
| "eval_loss": 0.5032939910888672, |
| "eval_runtime": 8.1402, |
| "eval_samples_per_second": 460.676, |
| "eval_steps_per_second": 7.248, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 128.08802795410156, |
| "learning_rate": 2.1606079867221858e-05, |
| "loss": 0.382, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.856, |
| "eval_loss": 0.49264124035835266, |
| "eval_runtime": 8.4286, |
| "eval_samples_per_second": 444.912, |
| "eval_steps_per_second": 7.0, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 72.91575622558594, |
| "learning_rate": 1.0251262658470837e-05, |
| "loss": 0.3311, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8669333333333333, |
| "eval_loss": 0.4504142701625824, |
| "eval_runtime": 8.3652, |
| "eval_samples_per_second": 448.283, |
| "eval_steps_per_second": 7.053, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 83.11953735351562, |
| "learning_rate": 2.664216362104964e-06, |
| "loss": 0.3092, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8752, |
| "eval_loss": 0.4409746825695038, |
| "eval_runtime": 8.1131, |
| "eval_samples_per_second": 462.218, |
| "eval_steps_per_second": 7.272, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2664, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 8, |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|