{ "best_metric": 0.9224, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0305/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 24.544353485107422, "learning_rate": 2.5631588426322576e-05, "loss": 0.8081, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8746666666666667, "eval_loss": 0.390516072511673, "eval_runtime": 5.841, "eval_samples_per_second": 642.012, "eval_steps_per_second": 10.101, "step": 333 }, { "epoch": 2.0, "grad_norm": 20.857563018798828, "learning_rate": 1.5035378262848308e-05, "loss": 0.1806, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.904, "eval_loss": 0.28889572620391846, "eval_runtime": 5.9186, "eval_samples_per_second": 633.601, "eval_steps_per_second": 9.969, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.35581764578819275, "learning_rate": 4.418443992810701e-06, "loss": 0.0464, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9221333333333334, "eval_loss": 0.26044875383377075, "eval_runtime": 5.951, "eval_samples_per_second": 630.146, "eval_steps_per_second": 9.914, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.5742264986038208, "learning_rate": 4.172077409214658e-11, "loss": 0.0098, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9224, "eval_loss": 0.2625489830970764, "eval_runtime": 6.4614, "eval_samples_per_second": 580.37, "eval_steps_per_second": 9.131, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }