Model-J__SupViT__model_idx_0558 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
6253e07 verified
{
"best_metric": 0.9490666666666666,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0558/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": 0.24629126489162445,
"learning_rate": 7.714285714285714e-05,
"loss": 0.6555,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.9189333333333334,
"eval_loss": 0.28301510214805603,
"eval_runtime": 12.5537,
"eval_samples_per_second": 298.718,
"eval_steps_per_second": 4.7,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 37.91184616088867,
"learning_rate": 6.428571428571429e-05,
"loss": 0.1366,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.9346666666666666,
"eval_loss": 0.2330431342124939,
"eval_runtime": 11.8289,
"eval_samples_per_second": 317.02,
"eval_steps_per_second": 4.988,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.03248164802789688,
"learning_rate": 5.142857142857143e-05,
"loss": 0.0624,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.9416,
"eval_loss": 0.22513297200202942,
"eval_runtime": 11.6887,
"eval_samples_per_second": 320.821,
"eval_steps_per_second": 5.048,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.039275024086236954,
"learning_rate": 3.857142857142857e-05,
"loss": 0.0253,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9408,
"eval_loss": 0.24709554016590118,
"eval_runtime": 11.5543,
"eval_samples_per_second": 324.554,
"eval_steps_per_second": 5.106,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.03094794787466526,
"learning_rate": 2.5714285714285714e-05,
"loss": 0.0096,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9474666666666667,
"eval_loss": 0.23058974742889404,
"eval_runtime": 11.3244,
"eval_samples_per_second": 331.145,
"eval_steps_per_second": 5.21,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.038116369396448135,
"learning_rate": 1.2857142857142857e-05,
"loss": 0.0039,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9490666666666666,
"eval_loss": 0.2263736128807068,
"eval_runtime": 11.0806,
"eval_samples_per_second": 338.429,
"eval_steps_per_second": 5.325,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 9.88447923735552e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}