t5-small-pointer-top_v2 / trainer_state.json
WillHeld's picture
End of training
f92c0a4
{
"best_metric": 0.030559765174984932,
"best_model_checkpoint": "/data/wheld3/mt5-small-pointer-top_v2/checkpoint-3000",
"epoch": 12.345168539325842,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.82,
"learning_rate": 0.0009333333333333333,
"loss": 1.9316,
"step": 200
},
{
"epoch": 0.82,
"eval_exact_match": 0.008391608391608392,
"eval_loss": 0.45658260583877563,
"eval_runtime": 661.3564,
"eval_samples_per_second": 25.947,
"eval_steps_per_second": 3.243,
"step": 200
},
{
"epoch": 1.65,
"learning_rate": 0.0008666666666666667,
"loss": 0.3713,
"step": 400
},
{
"epoch": 1.65,
"eval_exact_match": 0.12301864801864802,
"eval_loss": 0.14726108312606812,
"eval_runtime": 655.0457,
"eval_samples_per_second": 26.197,
"eval_steps_per_second": 3.275,
"step": 400
},
{
"epoch": 2.47,
"learning_rate": 0.0008,
"loss": 0.1747,
"step": 600
},
{
"epoch": 2.47,
"eval_exact_match": 0.19842657342657344,
"eval_loss": 0.07877045124769211,
"eval_runtime": 646.2259,
"eval_samples_per_second": 26.554,
"eval_steps_per_second": 3.319,
"step": 600
},
{
"epoch": 3.29,
"learning_rate": 0.0007333333333333333,
"loss": 0.1104,
"step": 800
},
{
"epoch": 3.29,
"eval_exact_match": 0.21486013986013985,
"eval_loss": 0.056847672909498215,
"eval_runtime": 648.473,
"eval_samples_per_second": 26.462,
"eval_steps_per_second": 3.308,
"step": 800
},
{
"epoch": 4.12,
"learning_rate": 0.0006666666666666666,
"loss": 0.0842,
"step": 1000
},
{
"epoch": 4.12,
"eval_exact_match": 0.22173659673659674,
"eval_loss": 0.04728136211633682,
"eval_runtime": 656.2209,
"eval_samples_per_second": 26.15,
"eval_steps_per_second": 3.269,
"step": 1000
},
{
"epoch": 4.94,
"learning_rate": 0.0006,
"loss": 0.0694,
"step": 1200
},
{
"epoch": 4.94,
"eval_exact_match": 0.225990675990676,
"eval_loss": 0.0425742082297802,
"eval_runtime": 650.7447,
"eval_samples_per_second": 26.37,
"eval_steps_per_second": 3.296,
"step": 1200
},
{
"epoch": 5.76,
"learning_rate": 0.0005333333333333334,
"loss": 0.0603,
"step": 1400
},
{
"epoch": 5.76,
"eval_exact_match": 0.2279137529137529,
"eval_loss": 0.03834143653512001,
"eval_runtime": 652.2239,
"eval_samples_per_second": 26.31,
"eval_steps_per_second": 3.289,
"step": 1400
},
{
"epoch": 6.58,
"learning_rate": 0.00046666666666666666,
"loss": 0.0534,
"step": 1600
},
{
"epoch": 6.58,
"eval_exact_match": 0.22808857808857808,
"eval_loss": 0.03673423081636429,
"eval_runtime": 652.7536,
"eval_samples_per_second": 26.289,
"eval_steps_per_second": 3.286,
"step": 1600
},
{
"epoch": 7.41,
"learning_rate": 0.0004,
"loss": 0.0477,
"step": 1800
},
{
"epoch": 7.41,
"eval_exact_match": 0.23006993006993007,
"eval_loss": 0.03471648693084717,
"eval_runtime": 664.2219,
"eval_samples_per_second": 25.835,
"eval_steps_per_second": 3.229,
"step": 1800
},
{
"epoch": 8.23,
"learning_rate": 0.0003333333333333333,
"loss": 0.0441,
"step": 2000
},
{
"epoch": 8.23,
"eval_exact_match": 0.23135198135198135,
"eval_loss": 0.03336101025342941,
"eval_runtime": 672.8476,
"eval_samples_per_second": 25.504,
"eval_steps_per_second": 3.188,
"step": 2000
},
{
"epoch": 9.05,
"learning_rate": 0.0002666666666666667,
"loss": 0.0413,
"step": 2200
},
{
"epoch": 9.05,
"eval_exact_match": 0.23146853146853147,
"eval_loss": 0.03233984857797623,
"eval_runtime": 660.8292,
"eval_samples_per_second": 25.967,
"eval_steps_per_second": 3.246,
"step": 2200
},
{
"epoch": 9.88,
"learning_rate": 0.0002,
"loss": 0.0387,
"step": 2400
},
{
"epoch": 9.88,
"eval_exact_match": 0.2315850815850816,
"eval_loss": 0.03159063309431076,
"eval_runtime": 652.4785,
"eval_samples_per_second": 26.3,
"eval_steps_per_second": 3.287,
"step": 2400
},
{
"epoch": 10.7,
"learning_rate": 0.00013333333333333334,
"loss": 0.0366,
"step": 2600
},
{
"epoch": 10.7,
"eval_exact_match": 0.2324009324009324,
"eval_loss": 0.03113115206360817,
"eval_runtime": 657.1693,
"eval_samples_per_second": 26.112,
"eval_steps_per_second": 3.264,
"step": 2600
},
{
"epoch": 11.52,
"learning_rate": 6.666666666666667e-05,
"loss": 0.0358,
"step": 2800
},
{
"epoch": 11.52,
"eval_exact_match": 0.2324009324009324,
"eval_loss": 0.03069169819355011,
"eval_runtime": 652.5597,
"eval_samples_per_second": 26.296,
"eval_steps_per_second": 3.287,
"step": 2800
},
{
"epoch": 12.35,
"learning_rate": 0.0,
"loss": 0.0343,
"step": 3000
},
{
"epoch": 12.35,
"eval_exact_match": 0.2326923076923077,
"eval_loss": 0.030559765174984932,
"eval_runtime": 648.4066,
"eval_samples_per_second": 26.465,
"eval_steps_per_second": 3.308,
"step": 3000
},
{
"epoch": 12.35,
"step": 3000,
"total_flos": 3.654446752585728e+16,
"train_loss": 0.2089100898106893,
"train_runtime": 30994.3996,
"train_samples_per_second": 49.557,
"train_steps_per_second": 0.097
}
],
"max_steps": 3000,
"num_train_epochs": 13,
"total_flos": 3.654446752585728e+16,
"trial_name": null,
"trial_params": null
}