{ "best_metric": 0.38506666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0817/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": Infinity, "learning_rate": 0.0004378753753753754, "loss": 3.43, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.20533333333333334, "eval_loss": 3.0491912364959717, "eval_runtime": 12.0504, "eval_samples_per_second": 311.194, "eval_steps_per_second": 4.896, "step": 333 }, { "epoch": 2.0, "grad_norm": 17.48873519897461, "learning_rate": 0.00037537537537537537, "loss": 2.9218, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.23893333333333333, "eval_loss": 2.8263051509857178, "eval_runtime": 11.9466, "eval_samples_per_second": 313.897, "eval_steps_per_second": 4.939, "step": 666 }, { "epoch": 3.0, "grad_norm": 16.271120071411133, "learning_rate": 0.00031287537537537537, "loss": 2.7004, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.2544, "eval_loss": 2.717020034790039, "eval_runtime": 12.1193, "eval_samples_per_second": 309.425, "eval_steps_per_second": 4.868, "step": 999 }, { "epoch": 4.0, "grad_norm": 21.84552574157715, "learning_rate": 0.00025037537537537537, "loss": 2.5023, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.2925333333333333, "eval_loss": 2.5717039108276367, "eval_runtime": 12.1108, "eval_samples_per_second": 309.641, "eval_steps_per_second": 4.872, "step": 1332 }, { "epoch": 5.0, "grad_norm": 29.305007934570312, "learning_rate": 0.0001878753753753754, "loss": 2.3033, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3234666666666667, "eval_loss": 2.515787124633789, "eval_runtime": 11.9764, "eval_samples_per_second": 313.117, "eval_steps_per_second": 4.926, "step": 1665 }, { "epoch": 6.0, "grad_norm": 15.286393165588379, "learning_rate": 0.0001253753753753754, "loss": 2.0893, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.3589333333333333, "eval_loss": 2.344508171081543, "eval_runtime": 11.9648, "eval_samples_per_second": 313.419, "eval_steps_per_second": 4.931, "step": 1998 }, { "epoch": 7.0, "grad_norm": 27.87150764465332, "learning_rate": 6.287537537537538e-05, "loss": 1.8281, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.3792, "eval_loss": 2.3091022968292236, "eval_runtime": 12.0153, "eval_samples_per_second": 312.102, "eval_steps_per_second": 4.91, "step": 2331 }, { "epoch": 8.0, "grad_norm": Infinity, "learning_rate": 5.630630630630631e-07, "loss": 1.4913, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.38506666666666667, "eval_loss": 2.4103713035583496, "eval_runtime": 12.0965, "eval_samples_per_second": 310.006, "eval_steps_per_second": 4.877, "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 }