Model-J__ResNet__model_idx_0503 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
e60f375 verified
{
"best_metric": 0.8877333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0503/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": 219.45872497558594,
"learning_rate": 9e-05,
"loss": 2.9427,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7074666666666667,
"eval_loss": 1.117897629737854,
"eval_runtime": 7.993,
"eval_samples_per_second": 469.159,
"eval_steps_per_second": 7.381,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 85.66268920898438,
"learning_rate": 9e-05,
"loss": 0.7761,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8338666666666666,
"eval_loss": 0.5666635632514954,
"eval_runtime": 7.8668,
"eval_samples_per_second": 476.685,
"eval_steps_per_second": 7.5,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 58.03054428100586,
"learning_rate": 9e-05,
"loss": 0.4823,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8517333333333333,
"eval_loss": 0.4898325502872467,
"eval_runtime": 7.9136,
"eval_samples_per_second": 473.87,
"eval_steps_per_second": 7.456,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 131.60684204101562,
"learning_rate": 9e-05,
"loss": 0.3458,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8664,
"eval_loss": 0.44740527868270874,
"eval_runtime": 8.1024,
"eval_samples_per_second": 462.825,
"eval_steps_per_second": 7.282,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 96.35740661621094,
"learning_rate": 9e-05,
"loss": 0.2615,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.88,
"eval_loss": 0.40825626254081726,
"eval_runtime": 7.9065,
"eval_samples_per_second": 474.295,
"eval_steps_per_second": 7.462,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 94.32246398925781,
"learning_rate": 9e-05,
"loss": 0.1959,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8877333333333334,
"eval_loss": 0.39901742339134216,
"eval_runtime": 7.9139,
"eval_samples_per_second": 473.85,
"eval_steps_per_second": 7.455,
"step": 1998
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}