| { | |
| "best_metric": 0.9349333333333333, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0916/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": 8.368963241577148, | |
| "learning_rate": 5.259523309735526e-05, | |
| "loss": 0.7567, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.888, | |
| "eval_loss": 0.3656129539012909, | |
| "eval_runtime": 13.3078, | |
| "eval_samples_per_second": 281.789, | |
| "eval_steps_per_second": 4.433, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.874241828918457, | |
| "learning_rate": 1.7595406161244655e-05, | |
| "loss": 0.1844, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9210666666666667, | |
| "eval_loss": 0.2561100125312805, | |
| "eval_runtime": 13.1087, | |
| "eval_samples_per_second": 286.07, | |
| "eval_steps_per_second": 4.501, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.2120988667011261, | |
| "learning_rate": 1.7306388939264393e-10, | |
| "loss": 0.0364, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9349333333333333, | |
| "eval_loss": 0.22315213084220886, | |
| "eval_runtime": 13.7341, | |
| "eval_samples_per_second": 273.043, | |
| "eval_steps_per_second": 4.296, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "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": 4.94223961867776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |