| { |
| "best_metric": 0.816, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0482/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": 119.16134643554688, |
| "learning_rate": 6.331559480312315e-05, |
| "loss": 3.4013, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5829333333333333, |
| "eval_loss": 2.0641846656799316, |
| "eval_runtime": 7.5509, |
| "eval_samples_per_second": 496.628, |
| "eval_steps_per_second": 7.814, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 72.02572631835938, |
| "learning_rate": 4.581559480312316e-05, |
| "loss": 1.2504, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7725333333333333, |
| "eval_loss": 0.8058490753173828, |
| "eval_runtime": 7.4684, |
| "eval_samples_per_second": 502.114, |
| "eval_steps_per_second": 7.9, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 147.09844970703125, |
| "learning_rate": 2.4184405196876842e-05, |
| "loss": 0.7467, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8002666666666667, |
| "eval_loss": 0.6662527322769165, |
| "eval_runtime": 7.4611, |
| "eval_samples_per_second": 502.608, |
| "eval_steps_per_second": 7.908, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 100.4068603515625, |
| "learning_rate": 6.684405196876842e-06, |
| "loss": 0.618, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8088, |
| "eval_loss": 0.6197147965431213, |
| "eval_runtime": 7.4813, |
| "eval_samples_per_second": 501.25, |
| "eval_steps_per_second": 7.886, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 151.04498291015625, |
| "learning_rate": 0.0, |
| "loss": 0.5801, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.816, |
| "eval_loss": 0.6131516695022583, |
| "eval_runtime": 7.5495, |
| "eval_samples_per_second": 496.722, |
| "eval_steps_per_second": 7.815, |
| "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 |
| } |
|
|
