| { | |
| "best_metric": 0.8821333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0623/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": 133.32470703125, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 2.9117, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7133333333333334, | |
| "eval_loss": 1.1515904664993286, | |
| "eval_runtime": 8.7113, | |
| "eval_samples_per_second": 430.477, | |
| "eval_steps_per_second": 6.773, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 89.98456573486328, | |
| "learning_rate": 6e-05, | |
| "loss": 0.7558, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8357333333333333, | |
| "eval_loss": 0.5712976455688477, | |
| "eval_runtime": 7.248, | |
| "eval_samples_per_second": 517.385, | |
| "eval_steps_per_second": 8.14, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 105.52616882324219, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.4599, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.86, | |
| "eval_loss": 0.45348772406578064, | |
| "eval_runtime": 7.2036, | |
| "eval_samples_per_second": 520.572, | |
| "eval_steps_per_second": 8.19, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 74.37884521484375, | |
| "learning_rate": 3e-05, | |
| "loss": 0.343, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8685333333333334, | |
| "eval_loss": 0.43210917711257935, | |
| "eval_runtime": 7.1504, | |
| "eval_samples_per_second": 524.447, | |
| "eval_steps_per_second": 8.251, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 60.071434020996094, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.2851, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8776, | |
| "eval_loss": 0.40274766087532043, | |
| "eval_runtime": 7.274, | |
| "eval_samples_per_second": 515.534, | |
| "eval_steps_per_second": 8.111, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 131.18663024902344, | |
| "learning_rate": 0.0, | |
| "loss": 0.254, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8821333333333333, | |
| "eval_loss": 0.37991514801979065, | |
| "eval_runtime": 7.1407, | |
| "eval_samples_per_second": 525.162, | |
| "eval_steps_per_second": 8.263, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |