{ "best_metric": 0.4712, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0321/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": 0.0002911145304096916, "loss": 3.3757, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.19626666666666667, "eval_loss": 3.035726547241211, "eval_runtime": 5.8496, "eval_samples_per_second": 641.069, "eval_steps_per_second": 10.086, "step": 333 }, { "epoch": 2.0, "grad_norm": 22.072351455688477, "learning_rate": 0.00026520930752569493, "loss": 2.7756, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2946666666666667, "eval_loss": 2.6711208820343018, "eval_runtime": 5.9072, "eval_samples_per_second": 634.816, "eval_steps_per_second": 9.988, "step": 666 }, { "epoch": 3.0, "grad_norm": 18.774932861328125, "learning_rate": 0.00022540814184580826, "loss": 2.4882, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.332, "eval_loss": 2.471115827560425, "eval_runtime": 5.9341, "eval_samples_per_second": 631.937, "eval_steps_per_second": 9.942, "step": 999 }, { "epoch": 4.0, "grad_norm": 39.158573150634766, "learning_rate": 0.00017651164135367125, "loss": 2.274, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.3738666666666667, "eval_loss": 2.3249166011810303, "eval_runtime": 5.8969, "eval_samples_per_second": 635.923, "eval_steps_per_second": 10.005, "step": 1332 }, { "epoch": 5.0, "grad_norm": 31.92185401916504, "learning_rate": 0.00012441744564412654, "loss": 2.0665, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.4096, "eval_loss": 2.1682546138763428, "eval_runtime": 7.0747, "eval_samples_per_second": 530.056, "eval_steps_per_second": 8.34, "step": 1665 }, { "epoch": 6.0, "grad_norm": 25.809804916381836, "learning_rate": 7.540888354819138e-05, "loss": 1.8324, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.4322666666666667, "eval_loss": 2.0662786960601807, "eval_runtime": 7.0505, "eval_samples_per_second": 531.875, "eval_steps_per_second": 8.368, "step": 1998 }, { "epoch": 7.0, "grad_norm": 35.65645217895508, "learning_rate": 3.5397110943979596e-05, "loss": 1.584, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.4594666666666667, "eval_loss": 2.0200963020324707, "eval_runtime": 7.2539, "eval_samples_per_second": 516.965, "eval_steps_per_second": 8.134, "step": 2331 }, { "epoch": 8.0, "grad_norm": Infinity, "learning_rate": 9.262458019425962e-06, "loss": 1.3706, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.4712, "eval_loss": 2.0176968574523926, "eval_runtime": 5.9656, "eval_samples_per_second": 628.603, "eval_steps_per_second": 9.89, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }