| { | |
| "best_metric": 0.8738666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0329/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": 93.15570831298828, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 2.6363, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7634666666666666, | |
| "eval_loss": 0.8639039993286133, | |
| "eval_runtime": 7.3836, | |
| "eval_samples_per_second": 507.884, | |
| "eval_steps_per_second": 7.991, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 133.83767700195312, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.6389, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8338666666666666, | |
| "eval_loss": 0.5215594172477722, | |
| "eval_runtime": 7.4014, | |
| "eval_samples_per_second": 506.661, | |
| "eval_steps_per_second": 7.971, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 102.92909240722656, | |
| "learning_rate": 5e-05, | |
| "loss": 0.4096, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8557333333333333, | |
| "eval_loss": 0.43351104855537415, | |
| "eval_runtime": 7.4016, | |
| "eval_samples_per_second": 506.644, | |
| "eval_steps_per_second": 7.971, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 63.61332702636719, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 0.3027, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8642666666666666, | |
| "eval_loss": 0.4124622344970703, | |
| "eval_runtime": 7.3798, | |
| "eval_samples_per_second": 508.144, | |
| "eval_steps_per_second": 7.995, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 96.52046966552734, | |
| "learning_rate": 6.698729810778065e-06, | |
| "loss": 0.2541, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8696, | |
| "eval_loss": 0.39962559938430786, | |
| "eval_runtime": 7.3783, | |
| "eval_samples_per_second": 508.247, | |
| "eval_steps_per_second": 7.996, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 110.64306640625, | |
| "learning_rate": 0.0, | |
| "loss": 0.236, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8738666666666667, | |
| "eval_loss": 0.38741469383239746, | |
| "eval_runtime": 7.395, | |
| "eval_samples_per_second": 507.101, | |
| "eval_steps_per_second": 7.978, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |