| { | |
| "best_metric": 0.8778666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0253/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": 99.77120971679688, | |
| "learning_rate": 8.75e-05, | |
| "loss": 2.8882, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7024, | |
| "eval_loss": 1.1099265813827515, | |
| "eval_runtime": 8.6097, | |
| "eval_samples_per_second": 435.554, | |
| "eval_steps_per_second": 6.853, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 308.15386962890625, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.7913, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8232, | |
| "eval_loss": 0.5759178400039673, | |
| "eval_runtime": 8.7605, | |
| "eval_samples_per_second": 428.055, | |
| "eval_steps_per_second": 6.735, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 94.36911010742188, | |
| "learning_rate": 6.25e-05, | |
| "loss": 0.501, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.844, | |
| "eval_loss": 0.4824148416519165, | |
| "eval_runtime": 8.4654, | |
| "eval_samples_per_second": 442.979, | |
| "eval_steps_per_second": 6.97, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 97.48247528076172, | |
| "learning_rate": 5e-05, | |
| "loss": 0.388, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8570666666666666, | |
| "eval_loss": 0.4423597455024719, | |
| "eval_runtime": 8.3357, | |
| "eval_samples_per_second": 449.87, | |
| "eval_steps_per_second": 7.078, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 74.7210922241211, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 0.3104, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8765333333333334, | |
| "eval_loss": 0.3990243673324585, | |
| "eval_runtime": 8.5555, | |
| "eval_samples_per_second": 438.315, | |
| "eval_steps_per_second": 6.896, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 81.2548599243164, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.2602, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8778666666666667, | |
| "eval_loss": 0.40288326144218445, | |
| "eval_runtime": 8.8375, | |
| "eval_samples_per_second": 424.327, | |
| "eval_steps_per_second": 6.676, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |