| { | |
| "best_metric": 0.8474666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0997/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": 71.7905502319336, | |
| "learning_rate": 4.375e-05, | |
| "loss": 3.7203, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.49333333333333335, | |
| "eval_loss": 3.224731683731079, | |
| "eval_runtime": 8.4538, | |
| "eval_samples_per_second": 443.59, | |
| "eval_steps_per_second": 6.979, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 198.85562133789062, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 2.0959, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7098666666666666, | |
| "eval_loss": 1.2014648914337158, | |
| "eval_runtime": 8.4316, | |
| "eval_samples_per_second": 444.755, | |
| "eval_steps_per_second": 6.997, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 199.808837890625, | |
| "learning_rate": 3.125e-05, | |
| "loss": 0.9894, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7765333333333333, | |
| "eval_loss": 0.8225293755531311, | |
| "eval_runtime": 8.4281, | |
| "eval_samples_per_second": 444.941, | |
| "eval_steps_per_second": 7.0, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 340.3732604980469, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.7201, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8098666666666666, | |
| "eval_loss": 0.6562439203262329, | |
| "eval_runtime": 8.5276, | |
| "eval_samples_per_second": 439.75, | |
| "eval_steps_per_second": 6.919, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 278.65850830078125, | |
| "learning_rate": 1.8750000000000002e-05, | |
| "loss": 0.595, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8301333333333333, | |
| "eval_loss": 0.572363555431366, | |
| "eval_runtime": 8.5451, | |
| "eval_samples_per_second": 438.847, | |
| "eval_steps_per_second": 6.905, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 151.15374755859375, | |
| "learning_rate": 1.25e-05, | |
| "loss": 0.5288, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8445333333333334, | |
| "eval_loss": 0.5449414253234863, | |
| "eval_runtime": 9.4158, | |
| "eval_samples_per_second": 398.266, | |
| "eval_steps_per_second": 6.266, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 156.1761016845703, | |
| "learning_rate": 6.25e-06, | |
| "loss": 0.4913, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8378666666666666, | |
| "eval_loss": 0.5544743537902832, | |
| "eval_runtime": 8.2975, | |
| "eval_samples_per_second": 451.946, | |
| "eval_steps_per_second": 7.111, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 262.4924011230469, | |
| "learning_rate": 0.0, | |
| "loss": 0.4608, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8474666666666667, | |
| "eval_loss": 0.5187395811080933, | |
| "eval_runtime": 8.3641, | |
| "eval_samples_per_second": 448.344, | |
| "eval_steps_per_second": 7.054, | |
| "step": 2664 | |
| } | |
| ], | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |