wav2vec2-luganda / trainer_state.json
cahya's picture
End of training
5069c7b
raw
history blame
14.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.981132075471699,
"global_step": 390,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.25,
"learning_rate": 1e-08,
"loss": 8.1684,
"step": 10
},
{
"epoch": 0.25,
"eval_loss": 8.85881519317627,
"eval_runtime": 219.4921,
"eval_samples_per_second": 19.481,
"eval_steps_per_second": 9.741,
"eval_wer": 1.0125384665750017,
"step": 10
},
{
"epoch": 0.5,
"learning_rate": 9.736842105263159e-09,
"loss": 8.1428,
"step": 20
},
{
"epoch": 0.5,
"eval_loss": 8.856884956359863,
"eval_runtime": 224.2813,
"eval_samples_per_second": 19.065,
"eval_steps_per_second": 9.533,
"eval_wer": 1.012505729064362,
"step": 20
},
{
"epoch": 0.75,
"learning_rate": 9.473684210526316e-09,
"loss": 8.1333,
"step": 30
},
{
"epoch": 0.75,
"eval_loss": 8.855155944824219,
"eval_runtime": 226.0385,
"eval_samples_per_second": 18.917,
"eval_steps_per_second": 9.459,
"eval_wer": 1.0124075165324429,
"step": 30
},
{
"epoch": 1.03,
"learning_rate": 9.210526315789473e-09,
"loss": 8.7873,
"step": 40
},
{
"epoch": 1.03,
"eval_loss": 8.85318660736084,
"eval_runtime": 220.4335,
"eval_samples_per_second": 19.398,
"eval_steps_per_second": 9.699,
"eval_wer": 1.0124075165324429,
"step": 40
},
{
"epoch": 1.28,
"learning_rate": 8.947368421052632e-09,
"loss": 8.1298,
"step": 50
},
{
"epoch": 1.28,
"eval_loss": 8.851649284362793,
"eval_runtime": 224.7965,
"eval_samples_per_second": 19.022,
"eval_steps_per_second": 9.511,
"eval_wer": 1.0124075165324429,
"step": 50
},
{
"epoch": 1.53,
"learning_rate": 8.68421052631579e-09,
"loss": 8.1445,
"step": 60
},
{
"epoch": 1.53,
"eval_loss": 8.84989070892334,
"eval_runtime": 220.475,
"eval_samples_per_second": 19.394,
"eval_steps_per_second": 9.697,
"eval_wer": 1.0123420415111635,
"step": 60
},
{
"epoch": 1.78,
"learning_rate": 8.421052631578947e-09,
"loss": 8.1635,
"step": 70
},
{
"epoch": 1.78,
"eval_loss": 8.8483304977417,
"eval_runtime": 222.7151,
"eval_samples_per_second": 19.199,
"eval_steps_per_second": 9.6,
"eval_wer": 1.0124075165324429,
"step": 70
},
{
"epoch": 2.05,
"learning_rate": 8.157894736842106e-09,
"loss": 8.7587,
"step": 80
},
{
"epoch": 2.05,
"eval_loss": 8.846796989440918,
"eval_runtime": 221.1122,
"eval_samples_per_second": 19.339,
"eval_steps_per_second": 9.669,
"eval_wer": 1.0125384665750017,
"step": 80
},
{
"epoch": 2.3,
"learning_rate": 7.894736842105263e-09,
"loss": 8.1424,
"step": 90
},
{
"epoch": 2.3,
"eval_loss": 8.845438957214355,
"eval_runtime": 219.7737,
"eval_samples_per_second": 19.456,
"eval_steps_per_second": 9.728,
"eval_wer": 1.0124075165324429,
"step": 90
},
{
"epoch": 2.55,
"learning_rate": 7.631578947368422e-09,
"loss": 8.1318,
"step": 100
},
{
"epoch": 2.55,
"eval_loss": 8.844048500061035,
"eval_runtime": 222.4326,
"eval_samples_per_second": 19.224,
"eval_steps_per_second": 9.612,
"eval_wer": 1.0124402540430826,
"step": 100
},
{
"epoch": 2.81,
"learning_rate": 7.368421052631579e-09,
"loss": 8.1469,
"step": 110
},
{
"epoch": 2.81,
"eval_loss": 8.842790603637695,
"eval_runtime": 224.1044,
"eval_samples_per_second": 19.08,
"eval_steps_per_second": 9.54,
"eval_wer": 1.012505729064362,
"step": 110
},
{
"epoch": 3.08,
"learning_rate": 7.105263157894737e-09,
"loss": 8.7602,
"step": 120
},
{
"epoch": 3.08,
"eval_loss": 8.841601371765137,
"eval_runtime": 222.7003,
"eval_samples_per_second": 19.201,
"eval_steps_per_second": 9.6,
"eval_wer": 1.0124729915537223,
"step": 120
},
{
"epoch": 3.33,
"learning_rate": 6.842105263157895e-09,
"loss": 8.1584,
"step": 130
},
{
"epoch": 3.33,
"eval_loss": 8.840473175048828,
"eval_runtime": 220.9442,
"eval_samples_per_second": 19.353,
"eval_steps_per_second": 9.677,
"eval_wer": 1.0125712040856414,
"step": 130
},
{
"epoch": 3.58,
"learning_rate": 6.578947368421054e-09,
"loss": 8.142,
"step": 140
},
{
"epoch": 3.58,
"eval_loss": 8.839417457580566,
"eval_runtime": 223.4762,
"eval_samples_per_second": 19.134,
"eval_steps_per_second": 9.567,
"eval_wer": 1.0125712040856414,
"step": 140
},
{
"epoch": 3.83,
"learning_rate": 6.31578947368421e-09,
"loss": 8.1285,
"step": 150
},
{
"epoch": 3.83,
"eval_loss": 8.838351249694824,
"eval_runtime": 225.8637,
"eval_samples_per_second": 18.932,
"eval_steps_per_second": 9.466,
"eval_wer": 1.0124075165324429,
"step": 150
},
{
"epoch": 4.1,
"learning_rate": 6.052631578947369e-09,
"loss": 8.7756,
"step": 160
},
{
"epoch": 4.1,
"eval_loss": 8.837142944335938,
"eval_runtime": 224.8527,
"eval_samples_per_second": 19.017,
"eval_steps_per_second": 9.508,
"eval_wer": 1.0124075165324429,
"step": 160
},
{
"epoch": 4.35,
"learning_rate": 5.789473684210527e-09,
"loss": 8.0991,
"step": 170
},
{
"epoch": 4.35,
"eval_loss": 8.83634090423584,
"eval_runtime": 220.3123,
"eval_samples_per_second": 19.409,
"eval_steps_per_second": 9.704,
"eval_wer": 1.0124729915537223,
"step": 170
},
{
"epoch": 4.6,
"learning_rate": 5.526315789473685e-09,
"loss": 8.1442,
"step": 180
},
{
"epoch": 4.6,
"eval_loss": 8.83536434173584,
"eval_runtime": 224.5432,
"eval_samples_per_second": 19.043,
"eval_steps_per_second": 9.522,
"eval_wer": 1.0124402540430826,
"step": 180
},
{
"epoch": 4.86,
"learning_rate": 5.263157894736842e-09,
"loss": 8.1294,
"step": 190
},
{
"epoch": 4.86,
"eval_loss": 8.834578514099121,
"eval_runtime": 220.0402,
"eval_samples_per_second": 19.433,
"eval_steps_per_second": 9.716,
"eval_wer": 1.0124075165324429,
"step": 190
},
{
"epoch": 5.13,
"learning_rate": 5e-09,
"loss": 8.7276,
"step": 200
},
{
"epoch": 5.13,
"eval_loss": 8.833772659301758,
"eval_runtime": 224.0823,
"eval_samples_per_second": 19.082,
"eval_steps_per_second": 9.541,
"eval_wer": 1.0125384665750017,
"step": 200
},
{
"epoch": 5.38,
"learning_rate": 4.736842105263158e-09,
"loss": 8.1439,
"step": 210
},
{
"epoch": 5.38,
"eval_loss": 8.832892417907715,
"eval_runtime": 220.6908,
"eval_samples_per_second": 19.376,
"eval_steps_per_second": 9.688,
"eval_wer": 1.0124402540430826,
"step": 210
},
{
"epoch": 5.63,
"learning_rate": 4.473684210526316e-09,
"loss": 8.1115,
"step": 220
},
{
"epoch": 5.63,
"eval_loss": 8.832157135009766,
"eval_runtime": 221.8649,
"eval_samples_per_second": 19.273,
"eval_steps_per_second": 9.636,
"eval_wer": 1.0124402540430826,
"step": 220
},
{
"epoch": 5.88,
"learning_rate": 4.210526315789473e-09,
"loss": 8.1501,
"step": 230
},
{
"epoch": 5.88,
"eval_loss": 8.831602096557617,
"eval_runtime": 223.55,
"eval_samples_per_second": 19.128,
"eval_steps_per_second": 9.564,
"eval_wer": 1.0125384665750017,
"step": 230
},
{
"epoch": 6.15,
"learning_rate": 3.947368421052631e-09,
"loss": 8.7143,
"step": 240
},
{
"epoch": 6.15,
"eval_loss": 8.830825805664062,
"eval_runtime": 224.3279,
"eval_samples_per_second": 19.061,
"eval_steps_per_second": 9.531,
"eval_wer": 1.0124075165324429,
"step": 240
},
{
"epoch": 6.4,
"learning_rate": 3.6842105263157894e-09,
"loss": 8.143,
"step": 250
},
{
"epoch": 6.4,
"eval_loss": 8.830228805541992,
"eval_runtime": 225.4738,
"eval_samples_per_second": 18.965,
"eval_steps_per_second": 9.482,
"eval_wer": 1.0123747790218032,
"step": 250
},
{
"epoch": 6.65,
"learning_rate": 3.4210526315789474e-09,
"loss": 8.1528,
"step": 260
},
{
"epoch": 6.65,
"eval_loss": 8.829960823059082,
"eval_runtime": 222.8802,
"eval_samples_per_second": 19.185,
"eval_steps_per_second": 9.593,
"eval_wer": 1.0124729915537223,
"step": 260
},
{
"epoch": 6.91,
"learning_rate": 3.1842105263157894e-09,
"loss": 8.1293,
"step": 270
},
{
"epoch": 6.91,
"eval_loss": 8.829716682434082,
"eval_runtime": 223.7307,
"eval_samples_per_second": 19.112,
"eval_steps_per_second": 9.556,
"eval_wer": 1.0124075165324429,
"step": 270
},
{
"epoch": 7.18,
"learning_rate": 2.9210526315789475e-09,
"loss": 8.7519,
"step": 280
},
{
"epoch": 7.18,
"eval_loss": 8.829301834106445,
"eval_runtime": 223.0404,
"eval_samples_per_second": 19.171,
"eval_steps_per_second": 9.586,
"eval_wer": 1.0124729915537223,
"step": 280
},
{
"epoch": 7.43,
"learning_rate": 2.657894736842105e-09,
"loss": 8.1153,
"step": 290
},
{
"epoch": 7.43,
"eval_loss": 8.828947067260742,
"eval_runtime": 219.8129,
"eval_samples_per_second": 19.453,
"eval_steps_per_second": 9.726,
"eval_wer": 1.0124075165324429,
"step": 290
},
{
"epoch": 7.68,
"learning_rate": 2.394736842105263e-09,
"loss": 8.1292,
"step": 300
},
{
"epoch": 7.68,
"eval_loss": 8.828753471374512,
"eval_runtime": 222.9513,
"eval_samples_per_second": 19.179,
"eval_steps_per_second": 9.59,
"eval_wer": 1.0124402540430826,
"step": 300
},
{
"epoch": 7.93,
"learning_rate": 2.131578947368421e-09,
"loss": 8.0904,
"step": 310
},
{
"epoch": 7.93,
"eval_loss": 8.828449249267578,
"eval_runtime": 224.0134,
"eval_samples_per_second": 19.088,
"eval_steps_per_second": 9.544,
"eval_wer": 1.0124075165324429,
"step": 310
},
{
"epoch": 8.2,
"learning_rate": 1.868421052631579e-09,
"loss": 8.7425,
"step": 320
},
{
"epoch": 8.2,
"eval_loss": 8.828290939331055,
"eval_runtime": 219.9475,
"eval_samples_per_second": 19.441,
"eval_steps_per_second": 9.721,
"eval_wer": 1.0125384665750017,
"step": 320
},
{
"epoch": 8.45,
"learning_rate": 1.605263157894737e-09,
"loss": 8.0963,
"step": 330
},
{
"epoch": 8.45,
"eval_loss": 8.828081130981445,
"eval_runtime": 222.5212,
"eval_samples_per_second": 19.216,
"eval_steps_per_second": 9.608,
"eval_wer": 1.0124075165324429,
"step": 330
},
{
"epoch": 8.7,
"learning_rate": 1.3421052631578948e-09,
"loss": 8.1112,
"step": 340
},
{
"epoch": 8.7,
"eval_loss": 8.828051567077637,
"eval_runtime": 222.696,
"eval_samples_per_second": 19.201,
"eval_steps_per_second": 9.601,
"eval_wer": 1.0124402540430826,
"step": 340
},
{
"epoch": 8.96,
"learning_rate": 1.0789473684210528e-09,
"loss": 8.124,
"step": 350
},
{
"epoch": 8.96,
"eval_loss": 8.828123092651367,
"eval_runtime": 222.2122,
"eval_samples_per_second": 19.243,
"eval_steps_per_second": 9.621,
"eval_wer": 1.012505729064362,
"step": 350
},
{
"epoch": 9.23,
"learning_rate": 8.157894736842106e-10,
"loss": 8.7327,
"step": 360
},
{
"epoch": 9.23,
"eval_loss": 8.827865600585938,
"eval_runtime": 222.5189,
"eval_samples_per_second": 19.216,
"eval_steps_per_second": 9.608,
"eval_wer": 1.0123420415111635,
"step": 360
},
{
"epoch": 9.48,
"learning_rate": 5.526315789473684e-10,
"loss": 8.1261,
"step": 370
},
{
"epoch": 9.48,
"eval_loss": 8.827857971191406,
"eval_runtime": 224.6034,
"eval_samples_per_second": 19.038,
"eval_steps_per_second": 9.519,
"eval_wer": 1.012603941596281,
"step": 370
},
{
"epoch": 9.73,
"learning_rate": 2.894736842105263e-10,
"loss": 8.1259,
"step": 380
},
{
"epoch": 9.73,
"eval_loss": 8.827925682067871,
"eval_runtime": 223.0189,
"eval_samples_per_second": 19.173,
"eval_steps_per_second": 9.587,
"eval_wer": 1.0123747790218032,
"step": 380
},
{
"epoch": 9.98,
"learning_rate": 2.631578947368421e-11,
"loss": 8.1116,
"step": 390
},
{
"epoch": 9.98,
"eval_loss": 8.827937126159668,
"eval_runtime": 224.7494,
"eval_samples_per_second": 19.026,
"eval_steps_per_second": 9.513,
"eval_wer": 1.0123093040005238,
"step": 390
},
{
"epoch": 9.98,
"step": 390,
"total_flos": 1.7181016563618468e+19,
"train_loss": 8.274780469063002,
"train_runtime": 14935.5952,
"train_samples_per_second": 6.813,
"train_steps_per_second": 0.026
}
],
"max_steps": 390,
"num_train_epochs": 10,
"total_flos": 1.7181016563618468e+19,
"trial_name": null,
"trial_params": null
}