Model-J__ResNet__model_idx_0675 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c48d923 verified
{
"best_metric": 0.8474666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0675/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": 115.87236785888672,
"learning_rate": 4.2857142857142856e-05,
"loss": 3.7311,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.4856,
"eval_loss": 3.266024589538574,
"eval_runtime": 8.0589,
"eval_samples_per_second": 465.322,
"eval_steps_per_second": 7.321,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 131.90057373046875,
"learning_rate": 3.571428571428572e-05,
"loss": 2.0812,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7202666666666667,
"eval_loss": 1.2061145305633545,
"eval_runtime": 8.0134,
"eval_samples_per_second": 467.966,
"eval_steps_per_second": 7.363,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 116.20150756835938,
"learning_rate": 2.857142857142857e-05,
"loss": 0.9714,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7994666666666667,
"eval_loss": 0.7403157353401184,
"eval_runtime": 8.1792,
"eval_samples_per_second": 458.483,
"eval_steps_per_second": 7.213,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 137.74749755859375,
"learning_rate": 2.1428571428571428e-05,
"loss": 0.6965,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8237333333333333,
"eval_loss": 0.6111857295036316,
"eval_runtime": 8.6819,
"eval_samples_per_second": 431.935,
"eval_steps_per_second": 6.796,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 105.71757507324219,
"learning_rate": 1.4285714285714285e-05,
"loss": 0.6022,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.844,
"eval_loss": 0.5303592085838318,
"eval_runtime": 7.9693,
"eval_samples_per_second": 470.556,
"eval_steps_per_second": 7.403,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 142.519287109375,
"learning_rate": 7.142857142857143e-06,
"loss": 0.5448,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8474666666666667,
"eval_loss": 0.5124239325523376,
"eval_runtime": 7.909,
"eval_samples_per_second": 474.142,
"eval_steps_per_second": 7.46,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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
}