| { |
| "best_metric": 0.9064, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0673/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": 25.753623962402344, |
| "learning_rate": 0.0004522542485937369, |
| "loss": 1.2742, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8394666666666667, |
| "eval_loss": 0.5269849896430969, |
| "eval_runtime": 7.5711, |
| "eval_samples_per_second": 495.302, |
| "eval_steps_per_second": 7.793, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 35.782958984375, |
| "learning_rate": 0.00032725424859373687, |
| "loss": 0.3744, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8797333333333334, |
| "eval_loss": 0.3974432349205017, |
| "eval_runtime": 6.9976, |
| "eval_samples_per_second": 535.898, |
| "eval_steps_per_second": 8.431, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 30.030733108520508, |
| "learning_rate": 0.00017274575140626317, |
| "loss": 0.1655, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8917333333333334, |
| "eval_loss": 0.3759390115737915, |
| "eval_runtime": 7.2599, |
| "eval_samples_per_second": 516.538, |
| "eval_steps_per_second": 8.127, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 56.12133026123047, |
| "learning_rate": 4.7745751406263163e-05, |
| "loss": 0.0662, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9050666666666667, |
| "eval_loss": 0.3498336970806122, |
| "eval_runtime": 7.1905, |
| "eval_samples_per_second": 521.52, |
| "eval_steps_per_second": 8.205, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 46.435001373291016, |
| "learning_rate": 0.0, |
| "loss": 0.0376, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9064, |
| "eval_loss": 0.3612825274467468, |
| "eval_runtime": 6.9951, |
| "eval_samples_per_second": 536.089, |
| "eval_steps_per_second": 8.434, |
| "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": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|