Model-J__SupViT__model_idx_0610 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
0810611 verified
{
"best_metric": 0.9610666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0610/checkpoints/checkpoint-1332",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1332,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.4199051856994629,
"learning_rate": 4.267766952966369e-05,
"loss": 0.7542,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9464,
"eval_loss": 0.19837306439876556,
"eval_runtime": 11.0175,
"eval_samples_per_second": 340.368,
"eval_steps_per_second": 5.355,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.1362549513578415,
"learning_rate": 2.5e-05,
"loss": 0.0868,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9530666666666666,
"eval_loss": 0.17300479114055634,
"eval_runtime": 10.9033,
"eval_samples_per_second": 343.932,
"eval_steps_per_second": 5.411,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.11241993308067322,
"learning_rate": 7.3223304703363135e-06,
"loss": 0.0237,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9597333333333333,
"eval_loss": 0.15057295560836792,
"eval_runtime": 10.9142,
"eval_samples_per_second": 343.59,
"eval_steps_per_second": 5.406,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.24373456835746765,
"learning_rate": 0.0,
"loss": 0.0098,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9610666666666666,
"eval_loss": 0.14674106240272522,
"eval_runtime": 10.9502,
"eval_samples_per_second": 342.461,
"eval_steps_per_second": 5.388,
"step": 1332
}
],
"logging_steps": 500,
"max_steps": 1332,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 6.58965282490368e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}