| { | |
| "best_metric": 0.8885333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0611/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": 104.02849578857422, | |
| "learning_rate": 6.788924172750679e-05, | |
| "loss": 3.3444, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6501333333333333, | |
| "eval_loss": 1.7333364486694336, | |
| "eval_runtime": 15.4437, | |
| "eval_samples_per_second": 242.817, | |
| "eval_steps_per_second": 3.82, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 184.76019287109375, | |
| "learning_rate": 6.181155550916422e-05, | |
| "loss": 1.0477, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8176, | |
| "eval_loss": 0.6258362531661987, | |
| "eval_runtime": 15.4811, | |
| "eval_samples_per_second": 242.231, | |
| "eval_steps_per_second": 3.811, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 98.88613891601562, | |
| "learning_rate": 5.2499999999999995e-05, | |
| "loss": 0.5726, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8565333333333334, | |
| "eval_loss": 0.488643616437912, | |
| "eval_runtime": 15.3294, | |
| "eval_samples_per_second": 244.627, | |
| "eval_steps_per_second": 3.849, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 68.14766693115234, | |
| "learning_rate": 4.1077686218342566e-05, | |
| "loss": 0.4209, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8693333333333333, | |
| "eval_loss": 0.44844362139701843, | |
| "eval_runtime": 15.4085, | |
| "eval_samples_per_second": 243.373, | |
| "eval_steps_per_second": 3.829, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 118.67496490478516, | |
| "learning_rate": 2.8922313781657438e-05, | |
| "loss": 0.3448, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8786666666666667, | |
| "eval_loss": 0.40992897748947144, | |
| "eval_runtime": 15.3406, | |
| "eval_samples_per_second": 244.449, | |
| "eval_steps_per_second": 3.846, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 65.93782043457031, | |
| "learning_rate": 1.7500000000000005e-05, | |
| "loss": 0.2888, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8832, | |
| "eval_loss": 0.3947669565677643, | |
| "eval_runtime": 14.4402, | |
| "eval_samples_per_second": 259.692, | |
| "eval_steps_per_second": 4.086, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 84.99073028564453, | |
| "learning_rate": 8.188444490835772e-06, | |
| "loss": 0.2711, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8821333333333333, | |
| "eval_loss": 0.4025212228298187, | |
| "eval_runtime": 14.4029, | |
| "eval_samples_per_second": 260.364, | |
| "eval_steps_per_second": 4.096, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 134.485107421875, | |
| "learning_rate": 2.1107582724932087e-06, | |
| "loss": 0.251, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8885333333333333, | |
| "eval_loss": 0.3817089796066284, | |
| "eval_runtime": 14.1427, | |
| "eval_samples_per_second": 265.155, | |
| "eval_steps_per_second": 4.172, | |
| "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 | |
| } | |