swin-finetuned-food101 / trainer_state.json
Sai1212's picture
Training in progress, epoch 0
529f4bc
{
"best_metric": 0.5189873417721519,
"best_model_checkpoint": "swin-finetuned-food101\\checkpoint-111",
"epoch": 4.954954954954955,
"eval_steps": 500,
"global_step": 275,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.18,
"learning_rate": 0.0005882352941176471,
"loss": 0.6928,
"step": 10
},
{
"epoch": 0.36,
"learning_rate": 0.0009883720930232557,
"loss": 0.7119,
"step": 20
},
{
"epoch": 0.54,
"learning_rate": 0.0009496124031007753,
"loss": 0.701,
"step": 30
},
{
"epoch": 0.72,
"learning_rate": 0.0009108527131782945,
"loss": 0.6967,
"step": 40
},
{
"epoch": 0.9,
"learning_rate": 0.0008720930232558139,
"loss": 0.7016,
"step": 50
},
{
"epoch": 0.99,
"eval_accuracy": 0.4810126582278481,
"eval_auc": 0.47442875481386393,
"eval_f1": 0.0,
"eval_loss": 0.7054013609886169,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 7.2267,
"eval_samples_per_second": 54.658,
"eval_steps_per_second": 6.919,
"step": 55
},
{
"epoch": 1.08,
"learning_rate": 0.0008333333333333334,
"loss": 0.7091,
"step": 60
},
{
"epoch": 1.26,
"learning_rate": 0.0007945736434108527,
"loss": 0.6942,
"step": 70
},
{
"epoch": 1.44,
"learning_rate": 0.0007558139534883722,
"loss": 0.703,
"step": 80
},
{
"epoch": 1.62,
"learning_rate": 0.0007170542635658915,
"loss": 0.6974,
"step": 90
},
{
"epoch": 1.8,
"learning_rate": 0.0006782945736434108,
"loss": 0.6947,
"step": 100
},
{
"epoch": 1.98,
"learning_rate": 0.0006395348837209303,
"loss": 0.6894,
"step": 110
},
{
"epoch": 2.0,
"eval_accuracy": 0.5189873417721519,
"eval_auc": 0.4473812580231065,
"eval_f1": 0.6833333333333332,
"eval_loss": 0.6947762370109558,
"eval_precision": 0.5189873417721519,
"eval_recall": 1.0,
"eval_runtime": 6.9385,
"eval_samples_per_second": 56.928,
"eval_steps_per_second": 7.206,
"step": 111
},
{
"epoch": 2.16,
"learning_rate": 0.0006007751937984496,
"loss": 0.6918,
"step": 120
},
{
"epoch": 2.34,
"learning_rate": 0.000562015503875969,
"loss": 0.6962,
"step": 130
},
{
"epoch": 2.52,
"learning_rate": 0.0005232558139534884,
"loss": 0.6935,
"step": 140
},
{
"epoch": 2.7,
"learning_rate": 0.00048449612403100775,
"loss": 0.6913,
"step": 150
},
{
"epoch": 2.88,
"learning_rate": 0.00044573643410852714,
"loss": 0.6905,
"step": 160
},
{
"epoch": 2.99,
"eval_accuracy": 0.5189873417721519,
"eval_auc": 0.6049550706033376,
"eval_f1": 0.6833333333333332,
"eval_loss": 0.6924389600753784,
"eval_precision": 0.5189873417721519,
"eval_recall": 1.0,
"eval_runtime": 6.8681,
"eval_samples_per_second": 57.512,
"eval_steps_per_second": 7.28,
"step": 166
},
{
"epoch": 3.06,
"learning_rate": 0.00040697674418604653,
"loss": 0.6962,
"step": 170
},
{
"epoch": 3.24,
"learning_rate": 0.00036821705426356586,
"loss": 0.695,
"step": 180
},
{
"epoch": 3.42,
"learning_rate": 0.00032945736434108526,
"loss": 0.693,
"step": 190
},
{
"epoch": 3.6,
"learning_rate": 0.00029069767441860465,
"loss": 0.6939,
"step": 200
},
{
"epoch": 3.78,
"learning_rate": 0.00025193798449612404,
"loss": 0.6882,
"step": 210
},
{
"epoch": 3.96,
"learning_rate": 0.0002131782945736434,
"loss": 0.6956,
"step": 220
},
{
"epoch": 4.0,
"eval_accuracy": 0.5189873417721519,
"eval_auc": 0.38290115532734276,
"eval_f1": 0.6833333333333332,
"eval_loss": 0.6925024390220642,
"eval_precision": 0.5189873417721519,
"eval_recall": 1.0,
"eval_runtime": 6.9643,
"eval_samples_per_second": 56.718,
"eval_steps_per_second": 7.179,
"step": 222
},
{
"epoch": 4.14,
"learning_rate": 0.0001744186046511628,
"loss": 0.6877,
"step": 230
},
{
"epoch": 4.32,
"learning_rate": 0.00013565891472868216,
"loss": 0.6963,
"step": 240
},
{
"epoch": 4.5,
"learning_rate": 9.689922480620156e-05,
"loss": 0.6979,
"step": 250
},
{
"epoch": 4.68,
"learning_rate": 5.8139534883720933e-05,
"loss": 0.6926,
"step": 260
},
{
"epoch": 4.86,
"learning_rate": 1.937984496124031e-05,
"loss": 0.6909,
"step": 270
},
{
"epoch": 4.95,
"eval_accuracy": 0.5189873417721519,
"eval_auc": 0.3773170731707318,
"eval_f1": 0.6833333333333332,
"eval_loss": 0.6924667954444885,
"eval_precision": 0.5189873417721519,
"eval_recall": 1.0,
"eval_runtime": 6.8651,
"eval_samples_per_second": 57.537,
"eval_steps_per_second": 7.283,
"step": 275
},
{
"epoch": 4.95,
"step": 275,
"total_flos": 3.4409368031831654e+17,
"train_loss": 0.6955731582641601,
"train_runtime": 190.8065,
"train_samples_per_second": 23.217,
"train_steps_per_second": 1.441
}
],
"logging_steps": 10,
"max_steps": 275,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 3.4409368031831654e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}