roberta-large-mnli / trainer_state.json
Ubuntu
initial upload
fa26dd2
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.0,
"global_step": 20460,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.24,
"learning_rate": 1.951124144672532e-05,
"loss": 0.4362,
"step": 500
},
{
"epoch": 0.49,
"learning_rate": 1.9022482893450638e-05,
"loss": 0.3315,
"step": 1000
},
{
"epoch": 0.73,
"learning_rate": 1.8533724340175954e-05,
"loss": 0.3213,
"step": 1500
},
{
"epoch": 0.98,
"learning_rate": 1.804496578690127e-05,
"loss": 0.3117,
"step": 2000
},
{
"epoch": 1.22,
"learning_rate": 1.755620723362659e-05,
"loss": 0.2432,
"step": 2500
},
{
"epoch": 1.47,
"learning_rate": 1.7067448680351906e-05,
"loss": 0.2339,
"step": 3000
},
{
"epoch": 1.71,
"learning_rate": 1.6578690127077226e-05,
"loss": 0.2348,
"step": 3500
},
{
"epoch": 1.96,
"learning_rate": 1.6089931573802543e-05,
"loss": 0.2313,
"step": 4000
},
{
"epoch": 2.2,
"learning_rate": 1.560117302052786e-05,
"loss": 0.1765,
"step": 4500
},
{
"epoch": 2.44,
"learning_rate": 1.5112414467253179e-05,
"loss": 0.1595,
"step": 5000
},
{
"epoch": 2.69,
"learning_rate": 1.4623655913978497e-05,
"loss": 0.1648,
"step": 5500
},
{
"epoch": 2.93,
"learning_rate": 1.4134897360703815e-05,
"loss": 0.169,
"step": 6000
},
{
"epoch": 3.18,
"learning_rate": 1.364613880742913e-05,
"loss": 0.1249,
"step": 6500
},
{
"epoch": 3.42,
"learning_rate": 1.3157380254154449e-05,
"loss": 0.1157,
"step": 7000
},
{
"epoch": 3.67,
"learning_rate": 1.2668621700879767e-05,
"loss": 0.1155,
"step": 7500
},
{
"epoch": 3.91,
"learning_rate": 1.2179863147605085e-05,
"loss": 0.1153,
"step": 8000
},
{
"epoch": 4.15,
"learning_rate": 1.1691104594330403e-05,
"loss": 0.0929,
"step": 8500
},
{
"epoch": 4.4,
"learning_rate": 1.1202346041055718e-05,
"loss": 0.082,
"step": 9000
},
{
"epoch": 4.64,
"learning_rate": 1.0713587487781036e-05,
"loss": 0.0836,
"step": 9500
},
{
"epoch": 4.89,
"learning_rate": 1.0224828934506354e-05,
"loss": 0.083,
"step": 10000
},
{
"epoch": 5.13,
"learning_rate": 9.736070381231672e-06,
"loss": 0.0685,
"step": 10500
},
{
"epoch": 5.38,
"learning_rate": 9.24731182795699e-06,
"loss": 0.0584,
"step": 11000
},
{
"epoch": 5.62,
"learning_rate": 8.758553274682308e-06,
"loss": 0.0589,
"step": 11500
},
{
"epoch": 5.87,
"learning_rate": 8.269794721407626e-06,
"loss": 0.0612,
"step": 12000
},
{
"epoch": 6.11,
"learning_rate": 7.781036168132942e-06,
"loss": 0.0507,
"step": 12500
},
{
"epoch": 6.35,
"learning_rate": 7.292277614858261e-06,
"loss": 0.0445,
"step": 13000
},
{
"epoch": 6.6,
"learning_rate": 6.8035190615835775e-06,
"loss": 0.0448,
"step": 13500
},
{
"epoch": 6.84,
"learning_rate": 6.3147605083088955e-06,
"loss": 0.0441,
"step": 14000
},
{
"epoch": 7.09,
"learning_rate": 5.8260019550342136e-06,
"loss": 0.0398,
"step": 14500
},
{
"epoch": 7.33,
"learning_rate": 5.337243401759531e-06,
"loss": 0.0325,
"step": 15000
},
{
"epoch": 7.58,
"learning_rate": 4.848484848484849e-06,
"loss": 0.0342,
"step": 15500
},
{
"epoch": 7.82,
"learning_rate": 4.359726295210167e-06,
"loss": 0.0317,
"step": 16000
},
{
"epoch": 8.06,
"learning_rate": 3.870967741935484e-06,
"loss": 0.0305,
"step": 16500
},
{
"epoch": 8.31,
"learning_rate": 3.3822091886608016e-06,
"loss": 0.0249,
"step": 17000
},
{
"epoch": 8.55,
"learning_rate": 2.8934506353861196e-06,
"loss": 0.0256,
"step": 17500
},
{
"epoch": 8.8,
"learning_rate": 2.4046920821114372e-06,
"loss": 0.0246,
"step": 18000
},
{
"epoch": 9.04,
"learning_rate": 1.915933528836755e-06,
"loss": 0.0239,
"step": 18500
},
{
"epoch": 9.29,
"learning_rate": 1.4271749755620727e-06,
"loss": 0.019,
"step": 19000
},
{
"epoch": 9.53,
"learning_rate": 9.384164222873901e-07,
"loss": 0.0179,
"step": 19500
},
{
"epoch": 9.78,
"learning_rate": 4.496578690127078e-07,
"loss": 0.0192,
"step": 20000
},
{
"epoch": 10.0,
"step": 20460,
"total_flos": 1.0717569772564838e+18,
"train_loss": 0.11237467917762077,
"train_runtime": 16896.1672,
"train_samples_per_second": 232.421,
"train_steps_per_second": 1.211
}
],
"max_steps": 20460,
"num_train_epochs": 10,
"total_flos": 1.0717569772564838e+18,
"trial_name": null,
"trial_params": null
}