out-glue-cola / trainer_state.json
Tural's picture
End of training
61f5b05
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 30.0,
"eval_steps": 500,
"global_step": 1350,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.56,
"learning_rate": 1.962962962962963e-05,
"loss": 0.6074,
"step": 25
},
{
"epoch": 1.11,
"learning_rate": 1.925925925925926e-05,
"loss": 0.4951,
"step": 50
},
{
"epoch": 1.67,
"learning_rate": 1.888888888888889e-05,
"loss": 0.4154,
"step": 75
},
{
"epoch": 2.22,
"learning_rate": 1.851851851851852e-05,
"loss": 0.3709,
"step": 100
},
{
"epoch": 2.78,
"learning_rate": 1.814814814814815e-05,
"loss": 0.3047,
"step": 125
},
{
"epoch": 3.33,
"learning_rate": 1.7777777777777777e-05,
"loss": 0.2429,
"step": 150
},
{
"epoch": 3.89,
"learning_rate": 1.740740740740741e-05,
"loss": 0.2105,
"step": 175
},
{
"epoch": 4.44,
"learning_rate": 1.7037037037037038e-05,
"loss": 0.1756,
"step": 200
},
{
"epoch": 5.0,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.1627,
"step": 225
},
{
"epoch": 5.56,
"learning_rate": 1.6296296296296297e-05,
"loss": 0.1145,
"step": 250
},
{
"epoch": 6.11,
"learning_rate": 1.5925925925925926e-05,
"loss": 0.1259,
"step": 275
},
{
"epoch": 6.67,
"learning_rate": 1.555555555555556e-05,
"loss": 0.1048,
"step": 300
},
{
"epoch": 7.22,
"learning_rate": 1.5185185185185187e-05,
"loss": 0.0817,
"step": 325
},
{
"epoch": 7.78,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.0803,
"step": 350
},
{
"epoch": 8.33,
"learning_rate": 1.4444444444444446e-05,
"loss": 0.0794,
"step": 375
},
{
"epoch": 8.89,
"learning_rate": 1.4074074074074075e-05,
"loss": 0.0689,
"step": 400
},
{
"epoch": 9.44,
"learning_rate": 1.3703703703703706e-05,
"loss": 0.0506,
"step": 425
},
{
"epoch": 10.0,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.0618,
"step": 450
},
{
"epoch": 10.56,
"learning_rate": 1.2962962962962964e-05,
"loss": 0.0442,
"step": 475
},
{
"epoch": 11.11,
"learning_rate": 1.2592592592592593e-05,
"loss": 0.0497,
"step": 500
},
{
"epoch": 11.67,
"learning_rate": 1.2222222222222224e-05,
"loss": 0.0401,
"step": 525
},
{
"epoch": 12.22,
"learning_rate": 1.1851851851851852e-05,
"loss": 0.0399,
"step": 550
},
{
"epoch": 12.78,
"learning_rate": 1.1481481481481482e-05,
"loss": 0.0353,
"step": 575
},
{
"epoch": 13.33,
"learning_rate": 1.1111111111111113e-05,
"loss": 0.0339,
"step": 600
},
{
"epoch": 13.89,
"learning_rate": 1.0740740740740742e-05,
"loss": 0.0354,
"step": 625
},
{
"epoch": 14.44,
"learning_rate": 1.037037037037037e-05,
"loss": 0.0249,
"step": 650
},
{
"epoch": 15.0,
"learning_rate": 1e-05,
"loss": 0.0321,
"step": 675
},
{
"epoch": 15.56,
"learning_rate": 9.62962962962963e-06,
"loss": 0.0256,
"step": 700
},
{
"epoch": 16.11,
"learning_rate": 9.25925925925926e-06,
"loss": 0.028,
"step": 725
},
{
"epoch": 16.67,
"learning_rate": 8.888888888888888e-06,
"loss": 0.0237,
"step": 750
},
{
"epoch": 17.22,
"learning_rate": 8.518518518518519e-06,
"loss": 0.0193,
"step": 775
},
{
"epoch": 17.78,
"learning_rate": 8.148148148148148e-06,
"loss": 0.0218,
"step": 800
},
{
"epoch": 18.33,
"learning_rate": 7.77777777777778e-06,
"loss": 0.0195,
"step": 825
},
{
"epoch": 18.89,
"learning_rate": 7.4074074074074075e-06,
"loss": 0.0172,
"step": 850
},
{
"epoch": 19.44,
"learning_rate": 7.0370370370370375e-06,
"loss": 0.0159,
"step": 875
},
{
"epoch": 20.0,
"learning_rate": 6.666666666666667e-06,
"loss": 0.0199,
"step": 900
},
{
"epoch": 20.56,
"learning_rate": 6.296296296296297e-06,
"loss": 0.0115,
"step": 925
},
{
"epoch": 21.11,
"learning_rate": 5.925925925925926e-06,
"loss": 0.0185,
"step": 950
},
{
"epoch": 21.67,
"learning_rate": 5.555555555555557e-06,
"loss": 0.0104,
"step": 975
},
{
"epoch": 22.22,
"learning_rate": 5.185185185185185e-06,
"loss": 0.0108,
"step": 1000
},
{
"epoch": 22.78,
"learning_rate": 4.814814814814815e-06,
"loss": 0.012,
"step": 1025
},
{
"epoch": 23.33,
"learning_rate": 4.45925925925926e-06,
"loss": 0.0102,
"step": 1050
},
{
"epoch": 23.89,
"learning_rate": 4.088888888888889e-06,
"loss": 0.0131,
"step": 1075
},
{
"epoch": 24.44,
"learning_rate": 3.718518518518519e-06,
"loss": 0.0124,
"step": 1100
},
{
"epoch": 25.0,
"learning_rate": 3.348148148148148e-06,
"loss": 0.0132,
"step": 1125
},
{
"epoch": 25.56,
"learning_rate": 2.9777777777777777e-06,
"loss": 0.0113,
"step": 1150
},
{
"epoch": 26.11,
"learning_rate": 2.6074074074074073e-06,
"loss": 0.0111,
"step": 1175
},
{
"epoch": 26.67,
"learning_rate": 2.2370370370370373e-06,
"loss": 0.0087,
"step": 1200
},
{
"epoch": 27.22,
"learning_rate": 1.8666666666666669e-06,
"loss": 0.0176,
"step": 1225
},
{
"epoch": 27.78,
"learning_rate": 1.4962962962962964e-06,
"loss": 0.0081,
"step": 1250
},
{
"epoch": 28.33,
"learning_rate": 1.125925925925926e-06,
"loss": 0.01,
"step": 1275
},
{
"epoch": 28.89,
"learning_rate": 7.555555555555556e-07,
"loss": 0.0065,
"step": 1300
},
{
"epoch": 29.44,
"learning_rate": 3.8518518518518525e-07,
"loss": 0.009,
"step": 1325
},
{
"epoch": 30.0,
"learning_rate": 1.4814814814814816e-08,
"loss": 0.008,
"step": 1350
},
{
"epoch": 30.0,
"step": 1350,
"total_flos": 1.68739697578752e+16,
"train_loss": 0.0829941279579092,
"train_runtime": 525.2202,
"train_samples_per_second": 488.424,
"train_steps_per_second": 2.57
}
],
"logging_steps": 25,
"max_steps": 1350,
"num_train_epochs": 30,
"save_steps": 500,
"total_flos": 1.68739697578752e+16,
"trial_name": null,
"trial_params": null
}