Model-J__ResNet__model_idx_0743 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
c095698 verified
{
"best_metric": 0.9165333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0743/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": 48.02005386352539,
"learning_rate": 0.0002571428571428571,
"loss": 1.4345,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8530666666666666,
"eval_loss": 0.4853057265281677,
"eval_runtime": 7.2693,
"eval_samples_per_second": 515.866,
"eval_steps_per_second": 8.116,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 46.01153564453125,
"learning_rate": 0.00021428571428571427,
"loss": 0.3602,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8946666666666667,
"eval_loss": 0.36441704630851746,
"eval_runtime": 7.2607,
"eval_samples_per_second": 516.477,
"eval_steps_per_second": 8.126,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 69.61089324951172,
"learning_rate": 0.0001714285714285714,
"loss": 0.2074,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8976,
"eval_loss": 0.3495977818965912,
"eval_runtime": 7.182,
"eval_samples_per_second": 522.14,
"eval_steps_per_second": 8.215,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 36.26875686645508,
"learning_rate": 0.00012857142857142855,
"loss": 0.1208,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9050666666666667,
"eval_loss": 0.3374248445034027,
"eval_runtime": 7.1743,
"eval_samples_per_second": 522.702,
"eval_steps_per_second": 8.224,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 60.403968811035156,
"learning_rate": 8.57142857142857e-05,
"loss": 0.0763,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9125333333333333,
"eval_loss": 0.34153690934181213,
"eval_runtime": 7.143,
"eval_samples_per_second": 524.988,
"eval_steps_per_second": 8.26,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 75.243896484375,
"learning_rate": 4.285714285714285e-05,
"loss": 0.0489,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9165333333333333,
"eval_loss": 0.33862265944480896,
"eval_runtime": 7.6261,
"eval_samples_per_second": 491.735,
"eval_steps_per_second": 7.737,
"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
}