Model-J__ResNet__model_idx_0432 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
2babd1e verified
{
"best_metric": 0.9208,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0432/checkpoints/checkpoint-1665",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1665,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 35.23207092285156,
"learning_rate": 0.0004,
"loss": 1.1927,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.864,
"eval_loss": 0.45179441571235657,
"eval_runtime": 14.2307,
"eval_samples_per_second": 263.514,
"eval_steps_per_second": 4.146,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 35.69432830810547,
"learning_rate": 0.0003,
"loss": 0.3036,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8893333333333333,
"eval_loss": 0.38089701533317566,
"eval_runtime": 14.1347,
"eval_samples_per_second": 265.305,
"eval_steps_per_second": 4.174,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 31.058170318603516,
"learning_rate": 0.0002,
"loss": 0.1574,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9034666666666666,
"eval_loss": 0.33191901445388794,
"eval_runtime": 14.2903,
"eval_samples_per_second": 262.416,
"eval_steps_per_second": 4.129,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 30.20444107055664,
"learning_rate": 0.0001,
"loss": 0.0649,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9117333333333333,
"eval_loss": 0.34749388694763184,
"eval_runtime": 14.093,
"eval_samples_per_second": 266.09,
"eval_steps_per_second": 4.186,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 41.45025634765625,
"learning_rate": 0.0,
"loss": 0.035,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9208,
"eval_loss": 0.29334700107574463,
"eval_runtime": 14.0684,
"eval_samples_per_second": 266.555,
"eval_steps_per_second": 4.194,
"step": 1665
}
],
"logging_steps": 500,
"max_steps": 1665,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.088214619776e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}