| { | |
| "best_metric": 0.8976, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0029/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": 45.324214935302734, | |
| "learning_rate": 0.0004849231551964771, | |
| "loss": 1.4214, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8141333333333334, | |
| "eval_loss": 0.6353247761726379, | |
| "eval_runtime": 9.1769, | |
| "eval_samples_per_second": 408.635, | |
| "eval_steps_per_second": 6.429, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 29.407304763793945, | |
| "learning_rate": 0.0004415111107797445, | |
| "loss": 0.5013, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8416, | |
| "eval_loss": 0.55496746301651, | |
| "eval_runtime": 9.0189, | |
| "eval_samples_per_second": 415.792, | |
| "eval_steps_per_second": 6.542, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 16.43842315673828, | |
| "learning_rate": 0.000375, | |
| "loss": 0.2982, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8568, | |
| "eval_loss": 0.5013601183891296, | |
| "eval_runtime": 9.034, | |
| "eval_samples_per_second": 415.097, | |
| "eval_steps_per_second": 6.531, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 30.339820861816406, | |
| "learning_rate": 0.00029341204441673266, | |
| "loss": 0.1787, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8770666666666667, | |
| "eval_loss": 0.496133416891098, | |
| "eval_runtime": 9.4506, | |
| "eval_samples_per_second": 396.799, | |
| "eval_steps_per_second": 6.243, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 17.85334014892578, | |
| "learning_rate": 0.00020658795558326743, | |
| "loss": 0.11, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8778666666666667, | |
| "eval_loss": 0.48969927430152893, | |
| "eval_runtime": 9.0257, | |
| "eval_samples_per_second": 415.48, | |
| "eval_steps_per_second": 6.537, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 21.973466873168945, | |
| "learning_rate": 0.00012500000000000006, | |
| "loss": 0.0622, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8877333333333334, | |
| "eval_loss": 0.46728047728538513, | |
| "eval_runtime": 9.2554, | |
| "eval_samples_per_second": 405.168, | |
| "eval_steps_per_second": 6.375, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 22.861583709716797, | |
| "learning_rate": 5.848888922025553e-05, | |
| "loss": 0.0333, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8949333333333334, | |
| "eval_loss": 0.4697713553905487, | |
| "eval_runtime": 9.0861, | |
| "eval_samples_per_second": 412.72, | |
| "eval_steps_per_second": 6.493, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 31.28031349182129, | |
| "learning_rate": 1.5076844803522921e-05, | |
| "loss": 0.0301, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8976, | |
| "eval_loss": 0.4572010040283203, | |
| "eval_runtime": 9.3725, | |
| "eval_samples_per_second": 400.105, | |
| "eval_steps_per_second": 6.295, | |
| "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": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |