| { | |
| "best_metric": 0.928, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0672/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": 4.227148056030273, | |
| "learning_rate": 2.5015015015015015e-05, | |
| "loss": 0.7834, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8773333333333333, | |
| "eval_loss": 0.354803204536438, | |
| "eval_runtime": 11.1851, | |
| "eval_samples_per_second": 335.268, | |
| "eval_steps_per_second": 5.275, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 3.8607847690582275, | |
| "learning_rate": 2.0015015015015016e-05, | |
| "loss": 0.1979, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9016, | |
| "eval_loss": 0.2975940406322479, | |
| "eval_runtime": 10.9315, | |
| "eval_samples_per_second": 343.045, | |
| "eval_steps_per_second": 5.397, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.04974592104554176, | |
| "learning_rate": 1.5015015015015016e-05, | |
| "loss": 0.0933, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9128, | |
| "eval_loss": 0.26388365030288696, | |
| "eval_runtime": 10.8201, | |
| "eval_samples_per_second": 346.577, | |
| "eval_steps_per_second": 5.453, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.008352010510861874, | |
| "learning_rate": 1.0015015015015017e-05, | |
| "loss": 0.0443, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9162666666666667, | |
| "eval_loss": 0.2759251594543457, | |
| "eval_runtime": 11.1866, | |
| "eval_samples_per_second": 335.223, | |
| "eval_steps_per_second": 5.274, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 38.45092010498047, | |
| "learning_rate": 5.0150150150150156e-06, | |
| "loss": 0.0213, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.928, | |
| "eval_loss": 0.23930516839027405, | |
| "eval_runtime": 11.1843, | |
| "eval_samples_per_second": 335.291, | |
| "eval_steps_per_second": 5.275, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |