| { | |
| "best_metric": 0.6248, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0520/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 125.49504852294922, | |
| "learning_rate": 2.4e-05, | |
| "loss": 3.8593, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.2784, | |
| "eval_loss": 3.7576048374176025, | |
| "eval_runtime": 8.6928, | |
| "eval_samples_per_second": 431.392, | |
| "eval_steps_per_second": 6.787, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 183.9536895751953, | |
| "learning_rate": 1.8e-05, | |
| "loss": 3.4594, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.4597333333333333, | |
| "eval_loss": 3.175330877304077, | |
| "eval_runtime": 9.0817, | |
| "eval_samples_per_second": 412.917, | |
| "eval_steps_per_second": 6.497, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 85.1482162475586, | |
| "learning_rate": 1.2e-05, | |
| "loss": 2.6822, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.5504, | |
| "eval_loss": 2.368213653564453, | |
| "eval_runtime": 8.7221, | |
| "eval_samples_per_second": 429.944, | |
| "eval_steps_per_second": 6.764, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 330.4733581542969, | |
| "learning_rate": 6e-06, | |
| "loss": 2.0422, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6162666666666666, | |
| "eval_loss": 1.8575851917266846, | |
| "eval_runtime": 8.7481, | |
| "eval_samples_per_second": 428.662, | |
| "eval_steps_per_second": 6.744, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 274.441162109375, | |
| "learning_rate": 0.0, | |
| "loss": 1.7737, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6248, | |
| "eval_loss": 1.8262245655059814, | |
| "eval_runtime": 9.1894, | |
| "eval_samples_per_second": 408.081, | |
| "eval_steps_per_second": 6.42, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |