| { | |
| "best_metric": 0.9112, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0254/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 47.43699645996094, | |
| "learning_rate": 0.00047524221697560476, | |
| "loss": 1.2524, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8346666666666667, | |
| "eval_loss": 0.5589629411697388, | |
| "eval_runtime": 14.5731, | |
| "eval_samples_per_second": 257.323, | |
| "eval_steps_per_second": 4.049, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 27.448408126831055, | |
| "learning_rate": 0.0004058724504646834, | |
| "loss": 0.4027, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8688, | |
| "eval_loss": 0.4414268732070923, | |
| "eval_runtime": 14.535, | |
| "eval_samples_per_second": 257.999, | |
| "eval_steps_per_second": 4.059, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 21.33979606628418, | |
| "learning_rate": 0.0003056302334890786, | |
| "loss": 0.2218, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8810666666666667, | |
| "eval_loss": 0.4157167971134186, | |
| "eval_runtime": 14.6062, | |
| "eval_samples_per_second": 256.74, | |
| "eval_steps_per_second": 4.039, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 33.57265853881836, | |
| "learning_rate": 0.00019436976651092142, | |
| "loss": 0.1141, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9032, | |
| "eval_loss": 0.3615852892398834, | |
| "eval_runtime": 14.5489, | |
| "eval_samples_per_second": 257.752, | |
| "eval_steps_per_second": 4.055, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 22.222637176513672, | |
| "learning_rate": 9.412754953531663e-05, | |
| "loss": 0.0601, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9077333333333333, | |
| "eval_loss": 0.3519399166107178, | |
| "eval_runtime": 14.6542, | |
| "eval_samples_per_second": 255.899, | |
| "eval_steps_per_second": 4.026, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 30.614391326904297, | |
| "learning_rate": 2.4757783024395242e-05, | |
| "loss": 0.033, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9112, | |
| "eval_loss": 0.3562857508659363, | |
| "eval_runtime": 14.5614, | |
| "eval_samples_per_second": 257.53, | |
| "eval_steps_per_second": 4.052, | |
| "step": 1998 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |