Model-J__ResNet__model_idx_0339 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
4c14c1c verified
{
"best_metric": 0.8594666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0339/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": 77.30116271972656,
"learning_rate": 4.166666666666667e-05,
"loss": 3.6245,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.5925333333333334,
"eval_loss": 2.944798469543457,
"eval_runtime": 4.9377,
"eval_samples_per_second": 759.466,
"eval_steps_per_second": 11.949,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 285.3720397949219,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.8052,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7674666666666666,
"eval_loss": 1.0851962566375732,
"eval_runtime": 4.8917,
"eval_samples_per_second": 766.604,
"eval_steps_per_second": 12.061,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 168.07073974609375,
"learning_rate": 2.5e-05,
"loss": 0.8026,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8317333333333333,
"eval_loss": 0.6546621322631836,
"eval_runtime": 4.9193,
"eval_samples_per_second": 762.297,
"eval_steps_per_second": 11.993,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 239.86181640625,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.5608,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8408,
"eval_loss": 0.5560846328735352,
"eval_runtime": 4.8475,
"eval_samples_per_second": 773.601,
"eval_steps_per_second": 12.171,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 159.40414428710938,
"learning_rate": 8.333333333333334e-06,
"loss": 0.4545,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8565333333333334,
"eval_loss": 0.5039497017860413,
"eval_runtime": 4.8393,
"eval_samples_per_second": 774.901,
"eval_steps_per_second": 12.192,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 180.72093200683594,
"learning_rate": 0.0,
"loss": 0.4109,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8594666666666667,
"eval_loss": 0.4889149069786072,
"eval_runtime": 4.8275,
"eval_samples_per_second": 776.794,
"eval_steps_per_second": 12.222,
"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
}