{ "best_metric": 0.4613333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0981/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 0.00028540736881871185, "loss": 3.2989, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.2392, "eval_loss": 2.893644332885742, "eval_runtime": 13.6288, "eval_samples_per_second": 275.152, "eval_steps_per_second": 4.329, "step": 333 }, { "epoch": 2.0, "grad_norm": 32.474910736083984, "learning_rate": 0.00024399687365927005, "loss": 2.7528, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2888, "eval_loss": 2.6541078090667725, "eval_runtime": 13.8025, "eval_samples_per_second": 271.69, "eval_steps_per_second": 4.275, "step": 666 }, { "epoch": 3.0, "grad_norm": 20.79929542541504, "learning_rate": 0.00018396914487560668, "loss": 2.4776, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.35333333333333333, "eval_loss": 2.3974287509918213, "eval_runtime": 13.2356, "eval_samples_per_second": 283.327, "eval_steps_per_second": 4.458, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 0.00011741071341041153, "loss": 2.2146, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.40586666666666665, "eval_loss": 2.20223331451416, "eval_runtime": 13.7019, "eval_samples_per_second": 273.684, "eval_steps_per_second": 4.306, "step": 1332 }, { "epoch": 5.0, "grad_norm": 24.612735748291016, "learning_rate": 5.711011116874128e-05, "loss": 1.9274, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.42213333333333336, "eval_loss": 2.119164228439331, "eval_runtime": 13.1429, "eval_samples_per_second": 285.324, "eval_steps_per_second": 4.489, "step": 1665 }, { "epoch": 6.0, "grad_norm": 35.321510314941406, "learning_rate": 1.5207490629826985e-05, "loss": 1.648, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.45386666666666664, "eval_loss": 2.020270586013794, "eval_runtime": 13.4271, "eval_samples_per_second": 279.286, "eval_steps_per_second": 4.394, "step": 1998 }, { "epoch": 7.0, "grad_norm": 23.364456176757812, "learning_rate": 2.1796933167061993e-09, "loss": 1.4448, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.4613333333333333, "eval_loss": 2.0609421730041504, "eval_runtime": 13.5818, "eval_samples_per_second": 276.105, "eval_steps_per_second": 4.344, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }