Model-J__ResNet__model_idx_0774 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
98c27d6 verified
{
"best_metric": 0.8757333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0774/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 84.29115295410156,
"learning_rate": 8.728616793536588e-05,
"loss": 2.8639,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7216,
"eval_loss": 1.081047773361206,
"eval_runtime": 13.275,
"eval_samples_per_second": 282.485,
"eval_steps_per_second": 4.444,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 73.08370208740234,
"learning_rate": 7.947199994035401e-05,
"loss": 0.7708,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8234666666666667,
"eval_loss": 0.582588255405426,
"eval_runtime": 13.6166,
"eval_samples_per_second": 275.399,
"eval_steps_per_second": 4.333,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 65.30943298339844,
"learning_rate": 6.75e-05,
"loss": 0.4751,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8552,
"eval_loss": 0.47787266969680786,
"eval_runtime": 13.208,
"eval_samples_per_second": 283.918,
"eval_steps_per_second": 4.467,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 71.91437530517578,
"learning_rate": 5.2814167995011876e-05,
"loss": 0.3353,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8656,
"eval_loss": 0.4331841766834259,
"eval_runtime": 13.2828,
"eval_samples_per_second": 282.321,
"eval_steps_per_second": 4.442,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 67.32086944580078,
"learning_rate": 3.7185832004988136e-05,
"loss": 0.246,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8656,
"eval_loss": 0.44026950001716614,
"eval_runtime": 13.1614,
"eval_samples_per_second": 284.923,
"eval_steps_per_second": 4.483,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 107.78864288330078,
"learning_rate": 2.250000000000001e-05,
"loss": 0.1888,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8749333333333333,
"eval_loss": 0.4184397757053375,
"eval_runtime": 13.5493,
"eval_samples_per_second": 276.766,
"eval_steps_per_second": 4.354,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 101.49785614013672,
"learning_rate": 1.0528000059645995e-05,
"loss": 0.1586,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8728,
"eval_loss": 0.42355450987815857,
"eval_runtime": 13.0709,
"eval_samples_per_second": 286.898,
"eval_steps_per_second": 4.514,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 154.8398895263672,
"learning_rate": 2.7138320646341257e-06,
"loss": 0.1391,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8757333333333334,
"eval_loss": 0.42445671558380127,
"eval_runtime": 13.1729,
"eval_samples_per_second": 284.675,
"eval_steps_per_second": 4.479,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}