{ "best_metric": 0.9504, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0368/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "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": 2.9100759384327822e-05, "loss": 1.1692, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9248, "eval_loss": 0.3104296326637268, "eval_runtime": 7.3589, "eval_samples_per_second": 509.59, "eval_steps_per_second": 8.018, "step": 333 }, { "epoch": 2.0, "grad_norm": 3.1074323654174805, "learning_rate": 2.6500767323004636e-05, "loss": 0.1781, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9405333333333333, "eval_loss": 0.2088799774646759, "eval_runtime": 7.7595, "eval_samples_per_second": 483.279, "eval_steps_per_second": 7.604, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.5785893201828003, "learning_rate": 2.25136129892785e-05, "loss": 0.0809, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9469333333333333, "eval_loss": 0.19520941376686096, "eval_runtime": 7.0244, "eval_samples_per_second": 533.851, "eval_steps_per_second": 8.399, "step": 999 }, { "epoch": 4.0, "grad_norm": 20.29998016357422, "learning_rate": 1.7620206039927677e-05, "loss": 0.0367, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.944, "eval_loss": 0.20007646083831787, "eval_runtime": 6.7376, "eval_samples_per_second": 556.58, "eval_steps_per_second": 8.757, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.042528510093688965, "learning_rate": 1.241076357203891e-05, "loss": 0.0181, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9458666666666666, "eval_loss": 0.19628219306468964, "eval_runtime": 6.9774, "eval_samples_per_second": 537.45, "eval_steps_per_second": 8.456, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.18889659643173218, "learning_rate": 7.513621230422123e-06, "loss": 0.0089, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.948, "eval_loss": 0.20025309920310974, "eval_runtime": 6.7753, "eval_samples_per_second": 553.478, "eval_steps_per_second": 8.708, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.03880244493484497, "learning_rate": 3.519446655599853e-06, "loss": 0.0057, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9458666666666666, "eval_loss": 0.20074984431266785, "eval_runtime": 6.6747, "eval_samples_per_second": 561.825, "eval_steps_per_second": 8.839, "step": 2331 }, { "epoch": 8.0, "grad_norm": 3.74473237991333, "learning_rate": 9.099962490342784e-07, "loss": 0.0046, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.948, "eval_loss": 0.20650845766067505, "eval_runtime": 6.6787, "eval_samples_per_second": 561.489, "eval_steps_per_second": 8.834, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.3305164873600006, "learning_rate": 8.24114362751871e-12, "loss": 0.0043, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.9504, "eval_loss": 0.20306861400604248, "eval_runtime": 6.7449, "eval_samples_per_second": 555.975, "eval_steps_per_second": 8.747, "step": 2997 } ], "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": true }, "attributes": {} } }, "total_flos": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }