Model-J__ResNet__model_idx_0492 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
8c8a18c verified
{
"best_metric": 0.8850666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0492/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 119.4534912109375,
"learning_rate": 9.330127018922194e-05,
"loss": 2.6459,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7536,
"eval_loss": 0.8758018612861633,
"eval_runtime": 7.8449,
"eval_samples_per_second": 478.02,
"eval_steps_per_second": 7.521,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 65.36090087890625,
"learning_rate": 7.500000000000001e-05,
"loss": 0.684,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8322666666666667,
"eval_loss": 0.5424671173095703,
"eval_runtime": 8.2472,
"eval_samples_per_second": 454.698,
"eval_steps_per_second": 7.154,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 102.93122863769531,
"learning_rate": 5e-05,
"loss": 0.4559,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8581333333333333,
"eval_loss": 0.43838372826576233,
"eval_runtime": 7.743,
"eval_samples_per_second": 484.31,
"eval_steps_per_second": 7.62,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 65.11959838867188,
"learning_rate": 2.500000000000001e-05,
"loss": 0.3559,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8850666666666667,
"eval_loss": 0.3861728012561798,
"eval_runtime": 8.3942,
"eval_samples_per_second": 446.739,
"eval_steps_per_second": 7.029,
"step": 1332
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 3.2705716958208e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}