{ "best_metric": 0.9154666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0364/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 14.511430740356445, "learning_rate": 6.735155628520579e-05, "loss": 0.8193, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8293333333333334, "eval_loss": 0.5565523505210876, "eval_runtime": 7.4167, "eval_samples_per_second": 505.618, "eval_steps_per_second": 7.955, "step": 333 }, { "epoch": 2.0, "grad_norm": 43.43303298950195, "learning_rate": 5.9777905730703695e-05, "loss": 0.261, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.856, "eval_loss": 0.46975886821746826, "eval_runtime": 7.3773, "eval_samples_per_second": 508.317, "eval_steps_per_second": 7.998, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7454957365989685, "learning_rate": 4.843204364097674e-05, "loss": 0.138, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8789333333333333, "eval_loss": 0.42697882652282715, "eval_runtime": 6.7566, "eval_samples_per_second": 555.014, "eval_steps_per_second": 8.732, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.0532972477376461, "learning_rate": 3.5041274668689884e-05, "loss": 0.0612, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.4340841472148895, "eval_runtime": 7.3057, "eval_samples_per_second": 513.3, "eval_steps_per_second": 8.076, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.005049544852226973, "learning_rate": 2.16442220022508e-05, "loss": 0.0223, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9050666666666667, "eval_loss": 0.37747251987457275, "eval_runtime": 7.1879, "eval_samples_per_second": 521.711, "eval_steps_per_second": 8.208, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.18730761110782623, "learning_rate": 1.0280465465539994e-05, "loss": 0.0053, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9141333333333334, "eval_loss": 0.36545154452323914, "eval_runtime": 6.6601, "eval_samples_per_second": 563.056, "eval_steps_per_second": 8.859, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0019710990600287914, "learning_rate": 2.6800339785621635e-06, "loss": 0.0011, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9141333333333334, "eval_loss": 0.34494534134864807, "eval_runtime": 7.3202, "eval_samples_per_second": 512.28, "eval_steps_per_second": 8.06, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.00899010244756937, "learning_rate": 2.4337126681706066e-11, "loss": 0.0004, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9154666666666667, "eval_loss": 0.34924858808517456, "eval_runtime": 7.4144, "eval_samples_per_second": 505.772, "eval_steps_per_second": 7.957, "step": 2664 } ], "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": true }, "attributes": {} } }, "total_flos": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }