| { | |
| "best_metric": 0.9301333333333334, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0706/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 21.341285705566406, | |
| "learning_rate": 4.7538820348083834e-05, | |
| "loss": 0.7774, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8661333333333333, | |
| "eval_loss": 0.45880475640296936, | |
| "eval_runtime": 11.7377, | |
| "eval_samples_per_second": 319.482, | |
| "eval_steps_per_second": 5.027, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.4442399740219116, | |
| "learning_rate": 4.063987381465584e-05, | |
| "loss": 0.2327, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8853333333333333, | |
| "eval_loss": 0.38525083661079407, | |
| "eval_runtime": 11.5992, | |
| "eval_samples_per_second": 323.297, | |
| "eval_steps_per_second": 5.087, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 58.370750427246094, | |
| "learning_rate": 3.0628700751103485e-05, | |
| "loss": 0.1019, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8997333333333334, | |
| "eval_loss": 0.35702675580978394, | |
| "eval_runtime": 11.6644, | |
| "eval_samples_per_second": 321.49, | |
| "eval_steps_per_second": 5.058, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.17564788460731506, | |
| "learning_rate": 1.950269447231056e-05, | |
| "loss": 0.0428, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9109333333333334, | |
| "eval_loss": 0.3443054258823395, | |
| "eval_runtime": 11.5027, | |
| "eval_samples_per_second": 326.012, | |
| "eval_steps_per_second": 5.129, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.06267327070236206, | |
| "learning_rate": 9.465496973304394e-06, | |
| "loss": 0.0169, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9253333333333333, | |
| "eval_loss": 0.3056645095348358, | |
| "eval_runtime": 12.1127, | |
| "eval_samples_per_second": 309.593, | |
| "eval_steps_per_second": 4.871, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.006667661014944315, | |
| "learning_rate": 2.5050983169121382e-06, | |
| "loss": 0.0029, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9301333333333334, | |
| "eval_loss": 0.3062782883644104, | |
| "eval_runtime": 11.6229, | |
| "eval_samples_per_second": 322.639, | |
| "eval_steps_per_second": 5.076, | |
| "step": 1998 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |