| { | |
| "best_metric": 0.8757333333333334, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0353/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": 70.30839538574219, | |
| "learning_rate": 0.0001, | |
| "loss": 2.9649, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7189333333333333, | |
| "eval_loss": 1.0272213220596313, | |
| "eval_runtime": 7.395, | |
| "eval_samples_per_second": 507.098, | |
| "eval_steps_per_second": 7.978, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 104.7484130859375, | |
| "learning_rate": 0.0001, | |
| "loss": 0.7466, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8314666666666667, | |
| "eval_loss": 0.53610759973526, | |
| "eval_runtime": 7.3587, | |
| "eval_samples_per_second": 509.6, | |
| "eval_steps_per_second": 8.018, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 33.25865936279297, | |
| "learning_rate": 0.0001, | |
| "loss": 0.4738, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8552, | |
| "eval_loss": 0.44955602288246155, | |
| "eval_runtime": 7.3402, | |
| "eval_samples_per_second": 510.886, | |
| "eval_steps_per_second": 8.038, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 51.55455780029297, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3394, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8674666666666667, | |
| "eval_loss": 0.4213697910308838, | |
| "eval_runtime": 7.5547, | |
| "eval_samples_per_second": 496.382, | |
| "eval_steps_per_second": 7.81, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 61.2143440246582, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2685, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8757333333333334, | |
| "eval_loss": 0.4073422849178314, | |
| "eval_runtime": 7.3861, | |
| "eval_samples_per_second": 507.708, | |
| "eval_steps_per_second": 7.988, | |
| "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 | |
| } | |