xlsr-large-53-ur / trainer_state.json
HarrisDePerceptron's picture
End of training
ceb8df2
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 50.0,
"global_step": 2550,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.96,
"learning_rate": 7.361999999999999e-05,
"loss": 10.1224,
"step": 100
},
{
"epoch": 1.96,
"eval_loss": 3.5429043769836426,
"eval_runtime": 12.8681,
"eval_samples_per_second": 26.5,
"eval_steps_per_second": 3.342,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 3.92,
"learning_rate": 7.062e-05,
"loss": 3.2411,
"step": 200
},
{
"epoch": 3.92,
"eval_loss": 3.1785788536071777,
"eval_runtime": 12.8876,
"eval_samples_per_second": 26.46,
"eval_steps_per_second": 3.337,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 5.88,
"learning_rate": 6.761999999999999e-05,
"loss": 3.1283,
"step": 300
},
{
"epoch": 5.88,
"eval_loss": 3.057115316390991,
"eval_runtime": 12.9515,
"eval_samples_per_second": 26.329,
"eval_steps_per_second": 3.32,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 7.84,
"learning_rate": 6.462e-05,
"loss": 3.0044,
"step": 400
},
{
"epoch": 7.84,
"eval_loss": 2.956029176712036,
"eval_runtime": 13.0792,
"eval_samples_per_second": 26.072,
"eval_steps_per_second": 3.288,
"eval_wer": 0.9996309963099631,
"step": 400
},
{
"epoch": 9.8,
"learning_rate": 6.162e-05,
"loss": 2.9388,
"step": 500
},
{
"epoch": 9.8,
"eval_loss": 2.897726535797119,
"eval_runtime": 13.249,
"eval_samples_per_second": 25.738,
"eval_steps_per_second": 3.246,
"eval_wer": 1.0011070110701108,
"step": 500
},
{
"epoch": 11.76,
"learning_rate": 5.861999999999999e-05,
"loss": 2.86,
"step": 600
},
{
"epoch": 11.76,
"eval_loss": 2.694431781768799,
"eval_runtime": 12.8219,
"eval_samples_per_second": 26.595,
"eval_steps_per_second": 3.354,
"eval_wer": 0.9952029520295202,
"step": 600
},
{
"epoch": 13.73,
"learning_rate": 5.562e-05,
"loss": 2.5538,
"step": 700
},
{
"epoch": 13.73,
"eval_loss": 2.0967445373535156,
"eval_runtime": 12.8896,
"eval_samples_per_second": 26.456,
"eval_steps_per_second": 3.336,
"eval_wer": 0.9435424354243542,
"step": 700
},
{
"epoch": 15.69,
"learning_rate": 5.2619999999999994e-05,
"loss": 2.1214,
"step": 800
},
{
"epoch": 15.69,
"eval_loss": 1.4815592765808105,
"eval_runtime": 12.9225,
"eval_samples_per_second": 26.388,
"eval_steps_per_second": 3.328,
"eval_wer": 0.8428044280442805,
"step": 800
},
{
"epoch": 17.65,
"learning_rate": 4.9619999999999996e-05,
"loss": 1.8136,
"step": 900
},
{
"epoch": 17.65,
"eval_loss": 1.245869517326355,
"eval_runtime": 12.7527,
"eval_samples_per_second": 26.739,
"eval_steps_per_second": 3.372,
"eval_wer": 0.8047970479704797,
"step": 900
},
{
"epoch": 19.61,
"learning_rate": 4.662e-05,
"loss": 1.6795,
"step": 1000
},
{
"epoch": 19.61,
"eval_loss": 1.1232149600982666,
"eval_runtime": 12.9316,
"eval_samples_per_second": 26.37,
"eval_steps_per_second": 3.325,
"eval_wer": 0.7649446494464944,
"step": 1000
},
{
"epoch": 21.57,
"learning_rate": 4.362e-05,
"loss": 1.5571,
"step": 1100
},
{
"epoch": 21.57,
"eval_loss": 1.0510376691818237,
"eval_runtime": 12.7516,
"eval_samples_per_second": 26.742,
"eval_steps_per_second": 3.372,
"eval_wer": 0.7431734317343174,
"step": 1100
},
{
"epoch": 23.53,
"learning_rate": 4.0619999999999994e-05,
"loss": 1.4975,
"step": 1200
},
{
"epoch": 23.53,
"eval_loss": 1.0297844409942627,
"eval_runtime": 12.7119,
"eval_samples_per_second": 26.825,
"eval_steps_per_second": 3.383,
"eval_wer": 0.696309963099631,
"step": 1200
},
{
"epoch": 25.49,
"learning_rate": 3.762e-05,
"loss": 1.4485,
"step": 1300
},
{
"epoch": 25.49,
"eval_loss": 0.9775241017341614,
"eval_runtime": 12.651,
"eval_samples_per_second": 26.954,
"eval_steps_per_second": 3.399,
"eval_wer": 0.707380073800738,
"step": 1300
},
{
"epoch": 27.45,
"learning_rate": 3.462e-05,
"loss": 1.3924,
"step": 1400
},
{
"epoch": 27.45,
"eval_loss": 0.9797706007957458,
"eval_runtime": 12.6253,
"eval_samples_per_second": 27.009,
"eval_steps_per_second": 3.406,
"eval_wer": 0.6955719557195572,
"step": 1400
},
{
"epoch": 29.41,
"learning_rate": 3.161999999999999e-05,
"loss": 1.3604,
"step": 1500
},
{
"epoch": 29.41,
"eval_loss": 0.9344653487205505,
"eval_runtime": 12.7334,
"eval_samples_per_second": 26.78,
"eval_steps_per_second": 3.377,
"eval_wer": 0.7092250922509226,
"step": 1500
},
{
"epoch": 31.37,
"learning_rate": 2.8619999999999997e-05,
"loss": 1.3224,
"step": 1600
},
{
"epoch": 31.37,
"eval_loss": 0.9535229802131653,
"eval_runtime": 12.7291,
"eval_samples_per_second": 26.789,
"eval_steps_per_second": 3.378,
"eval_wer": 0.6830258302583025,
"step": 1600
},
{
"epoch": 33.33,
"learning_rate": 2.562e-05,
"loss": 1.2816,
"step": 1700
},
{
"epoch": 33.33,
"eval_loss": 0.9177776575088501,
"eval_runtime": 12.8107,
"eval_samples_per_second": 26.618,
"eval_steps_per_second": 3.357,
"eval_wer": 0.6678966789667896,
"step": 1700
},
{
"epoch": 35.29,
"learning_rate": 2.2619999999999997e-05,
"loss": 1.2623,
"step": 1800
},
{
"epoch": 35.29,
"eval_loss": 0.924865186214447,
"eval_runtime": 12.5463,
"eval_samples_per_second": 27.179,
"eval_steps_per_second": 3.427,
"eval_wer": 0.6678966789667896,
"step": 1800
},
{
"epoch": 37.25,
"learning_rate": 1.962e-05,
"loss": 1.2421,
"step": 1900
},
{
"epoch": 37.25,
"eval_loss": 0.9123861193656921,
"eval_runtime": 12.7025,
"eval_samples_per_second": 26.845,
"eval_steps_per_second": 3.385,
"eval_wer": 0.6734317343173432,
"step": 1900
},
{
"epoch": 39.22,
"learning_rate": 1.6619999999999997e-05,
"loss": 1.2208,
"step": 2000
},
{
"epoch": 39.22,
"eval_loss": 0.8961586356163025,
"eval_runtime": 12.5233,
"eval_samples_per_second": 27.229,
"eval_steps_per_second": 3.434,
"eval_wer": 0.666420664206642,
"step": 2000
},
{
"epoch": 41.18,
"learning_rate": 1.362e-05,
"loss": 1.2145,
"step": 2100
},
{
"epoch": 41.18,
"eval_loss": 0.8903014063835144,
"eval_runtime": 12.6636,
"eval_samples_per_second": 26.928,
"eval_steps_per_second": 3.396,
"eval_wer": 0.6734317343173432,
"step": 2100
},
{
"epoch": 43.14,
"learning_rate": 1.062e-05,
"loss": 1.1888,
"step": 2200
},
{
"epoch": 43.14,
"eval_loss": 0.8883377313613892,
"eval_runtime": 12.7667,
"eval_samples_per_second": 26.71,
"eval_steps_per_second": 3.368,
"eval_wer": 0.6708487084870849,
"step": 2200
},
{
"epoch": 45.1,
"learning_rate": 7.619999999999999e-06,
"loss": 1.1933,
"step": 2300
},
{
"epoch": 45.1,
"eval_loss": 0.8928494453430176,
"eval_runtime": 12.6877,
"eval_samples_per_second": 26.876,
"eval_steps_per_second": 3.389,
"eval_wer": 0.6723247232472325,
"step": 2300
},
{
"epoch": 47.06,
"learning_rate": 4.62e-06,
"loss": 1.1838,
"step": 2400
},
{
"epoch": 47.06,
"eval_loss": 0.8868067860603333,
"eval_runtime": 12.5901,
"eval_samples_per_second": 27.085,
"eval_steps_per_second": 3.415,
"eval_wer": 0.6678966789667896,
"step": 2400
},
{
"epoch": 49.02,
"learning_rate": 1.62e-06,
"loss": 1.1634,
"step": 2500
},
{
"epoch": 49.02,
"eval_loss": 0.888584554195404,
"eval_runtime": 12.7157,
"eval_samples_per_second": 26.817,
"eval_steps_per_second": 3.382,
"eval_wer": 0.6656826568265682,
"step": 2500
},
{
"epoch": 50.0,
"step": 2550,
"total_flos": 4.920553620909019e+18,
"train_loss": 2.1006999116785385,
"train_runtime": 2771.7539,
"train_samples_per_second": 14.612,
"train_steps_per_second": 0.92
}
],
"max_steps": 2550,
"num_train_epochs": 50,
"total_flos": 4.920553620909019e+18,
"trial_name": null,
"trial_params": null
}