Model-J__ResNet__model_idx_0713 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
3e856f7 verified
{
"best_metric": 0.8872,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0713/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": 80.38449096679688,
"learning_rate": 6.788924172750679e-05,
"loss": 3.3729,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6090666666666666,
"eval_loss": 1.8518353700637817,
"eval_runtime": 14.4449,
"eval_samples_per_second": 259.606,
"eval_steps_per_second": 4.084,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 49.83513259887695,
"learning_rate": 6.181155550916422e-05,
"loss": 1.0416,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8250666666666666,
"eval_loss": 0.6236870884895325,
"eval_runtime": 14.3619,
"eval_samples_per_second": 261.108,
"eval_steps_per_second": 4.108,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 126.43315124511719,
"learning_rate": 5.2499999999999995e-05,
"loss": 0.5732,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8613333333333333,
"eval_loss": 0.47743842005729675,
"eval_runtime": 14.7842,
"eval_samples_per_second": 253.649,
"eval_steps_per_second": 3.991,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 148.67201232910156,
"learning_rate": 4.1077686218342566e-05,
"loss": 0.4447,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8765333333333334,
"eval_loss": 0.42432349920272827,
"eval_runtime": 14.2928,
"eval_samples_per_second": 262.37,
"eval_steps_per_second": 4.128,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 114.70174407958984,
"learning_rate": 2.8922313781657438e-05,
"loss": 0.3665,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8749333333333333,
"eval_loss": 0.41159772872924805,
"eval_runtime": 14.2987,
"eval_samples_per_second": 262.261,
"eval_steps_per_second": 4.126,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 116.13157653808594,
"learning_rate": 1.7500000000000005e-05,
"loss": 0.3169,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8848,
"eval_loss": 0.38044556975364685,
"eval_runtime": 14.3146,
"eval_samples_per_second": 261.97,
"eval_steps_per_second": 4.122,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 101.81547546386719,
"learning_rate": 8.188444490835772e-06,
"loss": 0.2869,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8850666666666667,
"eval_loss": 0.3649190068244934,
"eval_runtime": 14.3634,
"eval_samples_per_second": 261.081,
"eval_steps_per_second": 4.108,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 76.96652221679688,
"learning_rate": 2.1107582724932087e-06,
"loss": 0.2684,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.8872,
"eval_loss": 0.37409934401512146,
"eval_runtime": 14.2711,
"eval_samples_per_second": 262.769,
"eval_steps_per_second": 4.134,
"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
}