python-clone-detection / trainer_state.json
Lazyhope's picture
Init commit, upload model to the hub
8e667e7
raw
history blame contribute delete
No virus
5.85 kB
{
"best_metric": 0.9843817398562538,
"best_model_checkpoint": "./exps/1_fold_RobertaRBERT/checkpoint-22000",
"epoch": 1.1827271994194017,
"global_step": 22000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 1.0693175711982806e-05,
"loss": 0.3694,
"step": 1000
},
{
"epoch": 0.11,
"learning_rate": 1.9924167397640137e-05,
"loss": 0.1227,
"step": 2000
},
{
"epoch": 0.11,
"eval_accuracy": 0.9525065963060686,
"eval_loss": 0.12871456146240234,
"eval_runtime": 1262.9688,
"eval_samples_per_second": 141.341,
"eval_steps_per_second": 4.417,
"step": 2000
},
{
"epoch": 0.16,
"learning_rate": 1.9358252454656067e-05,
"loss": 0.077,
"step": 3000
},
{
"epoch": 0.22,
"learning_rate": 1.8792337511671998e-05,
"loss": 0.0597,
"step": 4000
},
{
"epoch": 0.22,
"eval_accuracy": 0.977625777971979,
"eval_loss": 0.07220922410488129,
"eval_runtime": 1261.8214,
"eval_samples_per_second": 141.469,
"eval_steps_per_second": 4.421,
"step": 4000
},
{
"epoch": 0.27,
"learning_rate": 1.8226422568687928e-05,
"loss": 0.0492,
"step": 5000
},
{
"epoch": 0.32,
"learning_rate": 1.766050762570386e-05,
"loss": 0.0429,
"step": 6000
},
{
"epoch": 0.32,
"eval_accuracy": 0.9803035141085323,
"eval_loss": 0.07511359453201294,
"eval_runtime": 1262.1321,
"eval_samples_per_second": 141.434,
"eval_steps_per_second": 4.42,
"step": 6000
},
{
"epoch": 0.38,
"learning_rate": 1.709459268271979e-05,
"loss": 0.0385,
"step": 7000
},
{
"epoch": 0.43,
"learning_rate": 1.652867773973572e-05,
"loss": 0.0356,
"step": 8000
},
{
"epoch": 0.43,
"eval_accuracy": 0.9810037589141164,
"eval_loss": 0.07426761090755463,
"eval_runtime": 1264.8606,
"eval_samples_per_second": 141.129,
"eval_steps_per_second": 4.411,
"step": 8000
},
{
"epoch": 0.48,
"learning_rate": 1.5963328711694633e-05,
"loss": 0.0326,
"step": 9000
},
{
"epoch": 0.54,
"learning_rate": 1.5397413768710567e-05,
"loss": 0.0288,
"step": 10000
},
{
"epoch": 0.54,
"eval_accuracy": 0.9811886235427906,
"eval_loss": 0.0728357657790184,
"eval_runtime": 1260.8301,
"eval_samples_per_second": 141.581,
"eval_steps_per_second": 4.425,
"step": 10000
},
{
"epoch": 0.59,
"learning_rate": 1.4831498825726494e-05,
"loss": 0.0281,
"step": 11000
},
{
"epoch": 0.65,
"learning_rate": 1.4265583882742424e-05,
"loss": 0.0266,
"step": 12000
},
{
"epoch": 0.65,
"eval_accuracy": 0.9783652364866757,
"eval_loss": 0.08940344303846359,
"eval_runtime": 1265.0154,
"eval_samples_per_second": 141.112,
"eval_steps_per_second": 4.41,
"step": 12000
},
{
"epoch": 0.7,
"learning_rate": 1.370023485470134e-05,
"loss": 0.0244,
"step": 13000
},
{
"epoch": 0.75,
"learning_rate": 1.313431991171727e-05,
"loss": 0.0225,
"step": 14000
},
{
"epoch": 0.75,
"eval_accuracy": 0.9823538308992824,
"eval_loss": 0.06773301213979721,
"eval_runtime": 1260.1554,
"eval_samples_per_second": 141.656,
"eval_steps_per_second": 4.427,
"step": 14000
},
{
"epoch": 0.81,
"learning_rate": 1.2568970883676185e-05,
"loss": 0.0206,
"step": 15000
},
{
"epoch": 0.86,
"learning_rate": 1.2003055940692115e-05,
"loss": 0.0208,
"step": 16000
},
{
"epoch": 0.86,
"eval_accuracy": 0.9828524052008583,
"eval_loss": 0.08000749349594116,
"eval_runtime": 1262.4987,
"eval_samples_per_second": 141.393,
"eval_steps_per_second": 4.419,
"step": 16000
},
{
"epoch": 0.91,
"learning_rate": 1.1437140997708046e-05,
"loss": 0.0199,
"step": 17000
},
{
"epoch": 0.97,
"learning_rate": 1.087179196966696e-05,
"loss": 0.0182,
"step": 18000
},
{
"epoch": 0.97,
"eval_accuracy": 0.9813734881714647,
"eval_loss": 0.08186674118041992,
"eval_runtime": 1260.8606,
"eval_samples_per_second": 141.577,
"eval_steps_per_second": 4.425,
"step": 18000
},
{
"epoch": 1.02,
"learning_rate": 1.030587702668289e-05,
"loss": 0.0159,
"step": 19000
},
{
"epoch": 1.08,
"learning_rate": 9.739962083698821e-06,
"loss": 0.0137,
"step": 20000
},
{
"epoch": 1.08,
"eval_accuracy": 0.9839727968897927,
"eval_loss": 0.062463145703077316,
"eval_runtime": 1261.7007,
"eval_samples_per_second": 141.483,
"eval_steps_per_second": 4.422,
"step": 20000
},
{
"epoch": 1.13,
"learning_rate": 9.174047140714752e-06,
"loss": 0.0123,
"step": 21000
},
{
"epoch": 1.18,
"learning_rate": 8.60926402761665e-06,
"loss": 0.0138,
"step": 22000
},
{
"epoch": 1.18,
"eval_accuracy": 0.9843817398562538,
"eval_loss": 0.07732487469911575,
"eval_runtime": 1262.988,
"eval_samples_per_second": 141.339,
"eval_steps_per_second": 4.417,
"step": 22000
}
],
"max_steps": 37202,
"num_train_epochs": 2,
"total_flos": 2.7232075889551824e+17,
"trial_name": null,
"trial_params": null
}