Model-J__ResNet__model_idx_0759 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
5e138a3 verified
{
"best_metric": 0.8221333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0759/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": 78.26910400390625,
"learning_rate": 4.665063509461097e-05,
"loss": 3.7013,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.4594666666666667,
"eval_loss": 3.116044282913208,
"eval_runtime": 16.862,
"eval_samples_per_second": 222.393,
"eval_steps_per_second": 3.499,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 114.36479949951172,
"learning_rate": 3.7500000000000003e-05,
"loss": 1.9244,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7272,
"eval_loss": 1.1749392747879028,
"eval_runtime": 15.4441,
"eval_samples_per_second": 242.811,
"eval_steps_per_second": 3.82,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 136.8190460205078,
"learning_rate": 2.5e-05,
"loss": 0.8902,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8010666666666667,
"eval_loss": 0.7293215990066528,
"eval_runtime": 15.6428,
"eval_samples_per_second": 239.727,
"eval_steps_per_second": 3.772,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 89.99472045898438,
"learning_rate": 1.2500000000000006e-05,
"loss": 0.6935,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8202666666666667,
"eval_loss": 0.6586235761642456,
"eval_runtime": 15.4621,
"eval_samples_per_second": 242.529,
"eval_steps_per_second": 3.816,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 116.5846176147461,
"learning_rate": 3.3493649053890326e-06,
"loss": 0.6133,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8208,
"eval_loss": 0.608548104763031,
"eval_runtime": 15.2103,
"eval_samples_per_second": 246.544,
"eval_steps_per_second": 3.879,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 113.60604858398438,
"learning_rate": 0.0,
"loss": 0.576,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8221333333333334,
"eval_loss": 0.6069856882095337,
"eval_runtime": 15.5046,
"eval_samples_per_second": 241.864,
"eval_steps_per_second": 3.805,
"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
}