| { | |
| "best_metric": 0.9061333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0663/checkpoints/checkpoint-999", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 999, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 4.133789539337158, | |
| "learning_rate": 3e-05, | |
| "loss": 0.8344, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8794666666666666, | |
| "eval_loss": 0.40685296058654785, | |
| "eval_runtime": 13.5998, | |
| "eval_samples_per_second": 275.739, | |
| "eval_steps_per_second": 4.338, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 20.05609130859375, | |
| "learning_rate": 3e-05, | |
| "loss": 0.2129, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9016, | |
| "eval_loss": 0.3306920826435089, | |
| "eval_runtime": 13.2644, | |
| "eval_samples_per_second": 282.711, | |
| "eval_steps_per_second": 4.448, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.1934211552143097, | |
| "learning_rate": 3e-05, | |
| "loss": 0.1065, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9061333333333333, | |
| "eval_loss": 0.338560551404953, | |
| "eval_runtime": 13.1094, | |
| "eval_samples_per_second": 286.055, | |
| "eval_steps_per_second": 4.501, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "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": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |