| { |
| "best_metric": 0.8482666666666666, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0681/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": 331.52972412109375, |
| "learning_rate": 4.2857142857142856e-05, |
| "loss": 3.6233, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5210666666666667, |
| "eval_loss": 2.9816372394561768, |
| "eval_runtime": 8.9398, |
| "eval_samples_per_second": 419.471, |
| "eval_steps_per_second": 6.6, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 223.42098999023438, |
| "learning_rate": 3.571428571428572e-05, |
| "loss": 1.8291, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7450666666666667, |
| "eval_loss": 1.0185669660568237, |
| "eval_runtime": 8.8643, |
| "eval_samples_per_second": 423.045, |
| "eval_steps_per_second": 6.656, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 158.19406127929688, |
| "learning_rate": 2.857142857142857e-05, |
| "loss": 0.8363, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8013333333333333, |
| "eval_loss": 0.6908562779426575, |
| "eval_runtime": 9.0164, |
| "eval_samples_per_second": 415.91, |
| "eval_steps_per_second": 6.544, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 331.5224609375, |
| "learning_rate": 2.1428571428571428e-05, |
| "loss": 0.6147, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8338666666666666, |
| "eval_loss": 0.5660020112991333, |
| "eval_runtime": 8.8612, |
| "eval_samples_per_second": 423.195, |
| "eval_steps_per_second": 6.658, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 273.75042724609375, |
| "learning_rate": 1.4285714285714285e-05, |
| "loss": 0.513, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8466666666666667, |
| "eval_loss": 0.5299258232116699, |
| "eval_runtime": 9.0107, |
| "eval_samples_per_second": 416.172, |
| "eval_steps_per_second": 6.548, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 90.43047332763672, |
| "learning_rate": 7.142857142857143e-06, |
| "loss": 0.4668, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8408, |
| "eval_loss": 0.5228175520896912, |
| "eval_runtime": 9.0898, |
| "eval_samples_per_second": 412.549, |
| "eval_steps_per_second": 6.491, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 344.5986328125, |
| "learning_rate": 0.0, |
| "loss": 0.4249, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8482666666666666, |
| "eval_loss": 0.5048677921295166, |
| "eval_runtime": 8.8603, |
| "eval_samples_per_second": 423.236, |
| "eval_steps_per_second": 6.659, |
| "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 |
| } |
|
|