Model-J__ResNet__model_idx_0205 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
b3abe21 verified
{
"best_metric": 0.8890666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0205/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": 130.36505126953125,
"learning_rate": 6.788924172750679e-05,
"loss": 3.2281,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6717333333333333,
"eval_loss": 1.5886704921722412,
"eval_runtime": 8.3878,
"eval_samples_per_second": 447.08,
"eval_steps_per_second": 7.034,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 95.63096618652344,
"learning_rate": 6.181155550916422e-05,
"loss": 0.8706,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8253333333333334,
"eval_loss": 0.5777832269668579,
"eval_runtime": 8.3773,
"eval_samples_per_second": 447.64,
"eval_steps_per_second": 7.043,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 112.73579406738281,
"learning_rate": 5.2499999999999995e-05,
"loss": 0.4982,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8594666666666667,
"eval_loss": 0.4370090365409851,
"eval_runtime": 8.1346,
"eval_samples_per_second": 460.991,
"eval_steps_per_second": 7.253,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 154.8848419189453,
"learning_rate": 4.1077686218342566e-05,
"loss": 0.3895,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8733333333333333,
"eval_loss": 0.38617685437202454,
"eval_runtime": 8.2463,
"eval_samples_per_second": 454.751,
"eval_steps_per_second": 7.155,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 83.54861450195312,
"learning_rate": 2.8922313781657438e-05,
"loss": 0.3144,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8808,
"eval_loss": 0.3751835227012634,
"eval_runtime": 8.3459,
"eval_samples_per_second": 449.321,
"eval_steps_per_second": 7.069,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 78.3084716796875,
"learning_rate": 1.7500000000000005e-05,
"loss": 0.2653,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8832,
"eval_loss": 0.36916041374206543,
"eval_runtime": 8.2898,
"eval_samples_per_second": 452.363,
"eval_steps_per_second": 7.117,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 110.19779968261719,
"learning_rate": 8.188444490835772e-06,
"loss": 0.2376,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.888,
"eval_loss": 0.35475069284439087,
"eval_runtime": 7.9784,
"eval_samples_per_second": 470.018,
"eval_steps_per_second": 7.395,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 252.7132568359375,
"learning_rate": 2.1107582724932087e-06,
"loss": 0.231,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8890666666666667,
"eval_loss": 0.3485003113746643,
"eval_runtime": 8.2601,
"eval_samples_per_second": 453.989,
"eval_steps_per_second": 7.143,
"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
}