{ "best_metric": 0.9106666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0645/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": 96.11920166015625, "learning_rate": 9.623897705919314e-05, "loss": 0.9576, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8298666666666666, "eval_loss": 0.5439417958259583, "eval_runtime": 14.2841, "eval_samples_per_second": 262.53, "eval_steps_per_second": 4.13, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1604273021221161, "learning_rate": 8.543862808774192e-05, "loss": 0.3633, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8261333333333334, "eval_loss": 0.5779120922088623, "eval_runtime": 12.1559, "eval_samples_per_second": 308.493, "eval_steps_per_second": 4.854, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.32690557837486267, "learning_rate": 6.924306924189557e-05, "loss": 0.2032, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8552, "eval_loss": 0.5504829287528992, "eval_runtime": 12.7904, "eval_samples_per_second": 293.189, "eval_steps_per_second": 4.613, "step": 999 }, { "epoch": 4.0, "grad_norm": 3.6298604011535645, "learning_rate": 5.011792754282769e-05, "loss": 0.116, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8722666666666666, "eval_loss": 0.4727502465248108, "eval_runtime": 12.5565, "eval_samples_per_second": 298.65, "eval_steps_per_second": 4.699, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.013591110706329346, "learning_rate": 3.0974832444380136e-05, "loss": 0.0547, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8853333333333333, "eval_loss": 0.44551724195480347, "eval_runtime": 13.2007, "eval_samples_per_second": 284.076, "eval_steps_per_second": 4.469, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.00078463030513376, "learning_rate": 1.472814664270234e-05, "loss": 0.017, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8989333333333334, "eval_loss": 0.43828627467155457, "eval_runtime": 13.0729, "eval_samples_per_second": 286.853, "eval_steps_per_second": 4.513, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.005578932818025351, "learning_rate": 3.851280774526222e-06, "loss": 0.0053, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9056, "eval_loss": 0.4155564308166504, "eval_runtime": 13.1219, "eval_samples_per_second": 285.782, "eval_steps_per_second": 4.496, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.016379250213503838, "learning_rate": 1.3906924697382196e-10, "loss": 0.0018, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9106666666666666, "eval_loss": 0.398611456155777, "eval_runtime": 13.3477, "eval_samples_per_second": 280.948, "eval_steps_per_second": 4.42, "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 }