xls-r-300m-hi / trainer_state.json
gagan3012's picture
End of training
8aba961
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 50.0,
"global_step": 9650,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.52,
"learning_rate": 3.7125e-06,
"loss": 19.477,
"step": 100
},
{
"epoch": 1.04,
"learning_rate": 7.4625e-06,
"loss": 11.5043,
"step": 200
},
{
"epoch": 1.55,
"learning_rate": 1.1212499999999998e-05,
"loss": 7.4168,
"step": 300
},
{
"epoch": 2.07,
"learning_rate": 1.49625e-05,
"loss": 6.086,
"step": 400
},
{
"epoch": 2.59,
"learning_rate": 1.8712499999999997e-05,
"loss": 5.0417,
"step": 500
},
{
"epoch": 2.59,
"eval_loss": 5.148427963256836,
"eval_runtime": 121.8982,
"eval_samples_per_second": 22.092,
"eval_steps_per_second": 2.765,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 3.11,
"learning_rate": 2.2462499999999997e-05,
"loss": 4.2126,
"step": 600
},
{
"epoch": 3.63,
"learning_rate": 2.6212499999999997e-05,
"loss": 3.6981,
"step": 700
},
{
"epoch": 4.15,
"learning_rate": 2.99625e-05,
"loss": 3.496,
"step": 800
},
{
"epoch": 4.66,
"learning_rate": 3.37125e-05,
"loss": 3.4391,
"step": 900
},
{
"epoch": 5.18,
"learning_rate": 3.7462499999999996e-05,
"loss": 3.3722,
"step": 1000
},
{
"epoch": 5.18,
"eval_loss": 3.3380324840545654,
"eval_runtime": 122.9217,
"eval_samples_per_second": 21.908,
"eval_steps_per_second": 2.742,
"eval_wer": 1.0001231729348004,
"step": 1000
},
{
"epoch": 5.7,
"learning_rate": 4.12125e-05,
"loss": 3.2941,
"step": 1100
},
{
"epoch": 6.22,
"learning_rate": 4.4962499999999995e-05,
"loss": 3.2158,
"step": 1200
},
{
"epoch": 6.74,
"learning_rate": 4.871249999999999e-05,
"loss": 2.7897,
"step": 1300
},
{
"epoch": 7.25,
"learning_rate": 5.2462499999999994e-05,
"loss": 2.2331,
"step": 1400
},
{
"epoch": 7.77,
"learning_rate": 5.62125e-05,
"loss": 1.9752,
"step": 1500
},
{
"epoch": 7.77,
"eval_loss": 1.3909666538238525,
"eval_runtime": 123.3452,
"eval_samples_per_second": 21.833,
"eval_steps_per_second": 2.732,
"eval_wer": 1.007431433732961,
"step": 1500
},
{
"epoch": 8.29,
"learning_rate": 5.9962499999999994e-05,
"loss": 1.8341,
"step": 1600
},
{
"epoch": 8.81,
"learning_rate": 6.37125e-05,
"loss": 1.7481,
"step": 1700
},
{
"epoch": 9.33,
"learning_rate": 6.746249999999999e-05,
"loss": 1.6736,
"step": 1800
},
{
"epoch": 9.84,
"learning_rate": 7.121249999999999e-05,
"loss": 1.6481,
"step": 1900
},
{
"epoch": 10.36,
"learning_rate": 7.492499999999999e-05,
"loss": 1.5868,
"step": 2000
},
{
"epoch": 10.36,
"eval_loss": 1.029773235321045,
"eval_runtime": 125.3959,
"eval_samples_per_second": 21.476,
"eval_steps_per_second": 2.687,
"eval_wer": 1.0084168172113648,
"step": 2000
},
{
"epoch": 10.88,
"learning_rate": 7.404901960784314e-05,
"loss": 1.5598,
"step": 2100
},
{
"epoch": 11.4,
"learning_rate": 7.306862745098039e-05,
"loss": 1.5205,
"step": 2200
},
{
"epoch": 11.92,
"learning_rate": 7.208823529411764e-05,
"loss": 1.4995,
"step": 2300
},
{
"epoch": 12.44,
"learning_rate": 7.11078431372549e-05,
"loss": 1.451,
"step": 2400
},
{
"epoch": 12.95,
"learning_rate": 7.012745098039215e-05,
"loss": 1.4413,
"step": 2500
},
{
"epoch": 12.95,
"eval_loss": 0.9313108921051025,
"eval_runtime": 124.7489,
"eval_samples_per_second": 21.587,
"eval_steps_per_second": 2.701,
"eval_wer": 1.0174905567416652,
"step": 2500
},
{
"epoch": 13.47,
"learning_rate": 6.91470588235294e-05,
"loss": 1.3987,
"step": 2600
},
{
"epoch": 13.99,
"learning_rate": 6.816666666666665e-05,
"loss": 1.3931,
"step": 2700
},
{
"epoch": 14.51,
"learning_rate": 6.718627450980392e-05,
"loss": 1.3632,
"step": 2800
},
{
"epoch": 15.03,
"learning_rate": 6.620588235294117e-05,
"loss": 1.3609,
"step": 2900
},
{
"epoch": 15.54,
"learning_rate": 6.522549019607843e-05,
"loss": 1.3296,
"step": 3000
},
{
"epoch": 15.54,
"eval_loss": 0.8966061472892761,
"eval_runtime": 122.7764,
"eval_samples_per_second": 21.934,
"eval_steps_per_second": 2.745,
"eval_wer": 1.0193792084086057,
"step": 3000
},
{
"epoch": 16.06,
"learning_rate": 6.424509803921568e-05,
"loss": 1.3424,
"step": 3100
},
{
"epoch": 16.58,
"learning_rate": 6.326470588235293e-05,
"loss": 1.3207,
"step": 3200
},
{
"epoch": 17.1,
"learning_rate": 6.229411764705881e-05,
"loss": 1.2947,
"step": 3300
},
{
"epoch": 17.62,
"learning_rate": 6.131372549019608e-05,
"loss": 1.2949,
"step": 3400
},
{
"epoch": 18.13,
"learning_rate": 6.033333333333333e-05,
"loss": 1.2746,
"step": 3500
},
{
"epoch": 18.13,
"eval_loss": 0.8875203728675842,
"eval_runtime": 121.1222,
"eval_samples_per_second": 22.234,
"eval_steps_per_second": 2.782,
"eval_wer": 1.0097306618492363,
"step": 3500
},
{
"epoch": 18.65,
"learning_rate": 5.9352941176470584e-05,
"loss": 1.2649,
"step": 3600
},
{
"epoch": 19.17,
"learning_rate": 5.837254901960784e-05,
"loss": 1.2446,
"step": 3700
},
{
"epoch": 19.69,
"learning_rate": 5.739215686274509e-05,
"loss": 1.2393,
"step": 3800
},
{
"epoch": 20.21,
"learning_rate": 5.641176470588235e-05,
"loss": 1.2187,
"step": 3900
},
{
"epoch": 20.73,
"learning_rate": 5.54313725490196e-05,
"loss": 1.2147,
"step": 4000
},
{
"epoch": 20.73,
"eval_loss": 0.8745562434196472,
"eval_runtime": 124.1654,
"eval_samples_per_second": 21.689,
"eval_steps_per_second": 2.714,
"eval_wer": 1.0089095089505666,
"step": 4000
},
{
"epoch": 21.24,
"learning_rate": 5.445098039215686e-05,
"loss": 1.2066,
"step": 4100
},
{
"epoch": 21.76,
"learning_rate": 5.347058823529411e-05,
"loss": 1.1995,
"step": 4200
},
{
"epoch": 22.28,
"learning_rate": 5.2490196078431365e-05,
"loss": 1.1985,
"step": 4300
},
{
"epoch": 22.8,
"learning_rate": 5.150980392156863e-05,
"loss": 1.1856,
"step": 4400
},
{
"epoch": 23.32,
"learning_rate": 5.052941176470588e-05,
"loss": 1.1774,
"step": 4500
},
{
"epoch": 23.32,
"eval_loss": 0.8383361101150513,
"eval_runtime": 126.9391,
"eval_samples_per_second": 21.215,
"eval_steps_per_second": 2.655,
"eval_wer": 1.019830842502874,
"step": 4500
},
{
"epoch": 23.83,
"learning_rate": 4.9549019607843137e-05,
"loss": 1.1655,
"step": 4600
},
{
"epoch": 24.35,
"learning_rate": 4.856862745098039e-05,
"loss": 1.1548,
"step": 4700
},
{
"epoch": 24.87,
"learning_rate": 4.7588235294117644e-05,
"loss": 1.1539,
"step": 4800
},
{
"epoch": 25.39,
"learning_rate": 4.6607843137254895e-05,
"loss": 1.1403,
"step": 4900
},
{
"epoch": 25.91,
"learning_rate": 4.562745098039215e-05,
"loss": 1.129,
"step": 5000
},
{
"epoch": 25.91,
"eval_loss": 0.7847502827644348,
"eval_runtime": 122.1221,
"eval_samples_per_second": 22.052,
"eval_steps_per_second": 2.76,
"eval_wer": 1.016710461487929,
"step": 5000
},
{
"epoch": 26.42,
"learning_rate": 4.464705882352941e-05,
"loss": 1.1236,
"step": 5100
},
{
"epoch": 26.94,
"learning_rate": 4.366666666666666e-05,
"loss": 1.1171,
"step": 5200
},
{
"epoch": 27.46,
"learning_rate": 4.268627450980392e-05,
"loss": 1.1144,
"step": 5300
},
{
"epoch": 27.98,
"learning_rate": 4.170588235294117e-05,
"loss": 1.0954,
"step": 5400
},
{
"epoch": 28.5,
"learning_rate": 4.0725490196078425e-05,
"loss": 1.0995,
"step": 5500
},
{
"epoch": 28.5,
"eval_loss": 0.7992498874664307,
"eval_runtime": 122.009,
"eval_samples_per_second": 22.072,
"eval_steps_per_second": 2.762,
"eval_wer": 1.0209804565610117,
"step": 5500
},
{
"epoch": 29.02,
"learning_rate": 3.974509803921569e-05,
"loss": 1.1048,
"step": 5600
},
{
"epoch": 29.53,
"learning_rate": 3.876470588235294e-05,
"loss": 1.0818,
"step": 5700
},
{
"epoch": 30.05,
"learning_rate": 3.7784313725490196e-05,
"loss": 1.0747,
"step": 5800
},
{
"epoch": 30.57,
"learning_rate": 3.680392156862745e-05,
"loss": 1.0711,
"step": 5900
},
{
"epoch": 31.09,
"learning_rate": 3.5823529411764704e-05,
"loss": 1.0665,
"step": 6000
},
{
"epoch": 31.09,
"eval_loss": 0.7878175973892212,
"eval_runtime": 122.0835,
"eval_samples_per_second": 22.059,
"eval_steps_per_second": 2.76,
"eval_wer": 1.01071604532764,
"step": 6000
},
{
"epoch": 31.61,
"learning_rate": 3.484313725490196e-05,
"loss": 1.0736,
"step": 6100
},
{
"epoch": 32.12,
"learning_rate": 3.386274509803921e-05,
"loss": 1.0588,
"step": 6200
},
{
"epoch": 32.64,
"learning_rate": 3.288235294117647e-05,
"loss": 1.0569,
"step": 6300
},
{
"epoch": 33.16,
"learning_rate": 3.190196078431372e-05,
"loss": 1.0361,
"step": 6400
},
{
"epoch": 33.68,
"learning_rate": 3.092156862745098e-05,
"loss": 1.0321,
"step": 6500
},
{
"epoch": 33.68,
"eval_loss": 0.7653242945671082,
"eval_runtime": 125.1204,
"eval_samples_per_second": 21.523,
"eval_steps_per_second": 2.693,
"eval_wer": 1.0081704713417639,
"step": 6500
},
{
"epoch": 34.2,
"learning_rate": 2.9941176470588234e-05,
"loss": 1.0294,
"step": 6600
},
{
"epoch": 34.72,
"learning_rate": 2.8960784313725488e-05,
"loss": 1.0174,
"step": 6700
},
{
"epoch": 35.23,
"learning_rate": 2.7980392156862742e-05,
"loss": 1.0086,
"step": 6800
},
{
"epoch": 35.75,
"learning_rate": 2.6999999999999996e-05,
"loss": 1.0138,
"step": 6900
},
{
"epoch": 36.27,
"learning_rate": 2.601960784313725e-05,
"loss": 1.0068,
"step": 7000
},
{
"epoch": 36.27,
"eval_loss": 0.7634544968605042,
"eval_runtime": 131.459,
"eval_samples_per_second": 20.485,
"eval_steps_per_second": 2.564,
"eval_wer": 1.0064871078994908,
"step": 7000
},
{
"epoch": 36.79,
"learning_rate": 2.503921568627451e-05,
"loss": 1.0158,
"step": 7100
},
{
"epoch": 37.31,
"learning_rate": 2.406862745098039e-05,
"loss": 1.0167,
"step": 7200
},
{
"epoch": 37.82,
"learning_rate": 2.3088235294117645e-05,
"loss": 1.0112,
"step": 7300
},
{
"epoch": 38.34,
"learning_rate": 2.21078431372549e-05,
"loss": 0.999,
"step": 7400
},
{
"epoch": 38.86,
"learning_rate": 2.1127450980392156e-05,
"loss": 0.9916,
"step": 7500
},
{
"epoch": 38.86,
"eval_loss": 0.7728472352027893,
"eval_runtime": 123.666,
"eval_samples_per_second": 21.776,
"eval_steps_per_second": 2.725,
"eval_wer": 1.009032681885367,
"step": 7500
},
{
"epoch": 39.38,
"learning_rate": 2.014705882352941e-05,
"loss": 0.9859,
"step": 7600
},
{
"epoch": 39.9,
"learning_rate": 1.9166666666666664e-05,
"loss": 0.9878,
"step": 7700
},
{
"epoch": 40.41,
"learning_rate": 1.818627450980392e-05,
"loss": 0.9844,
"step": 7800
},
{
"epoch": 40.93,
"learning_rate": 1.7205882352941175e-05,
"loss": 0.9794,
"step": 7900
},
{
"epoch": 41.45,
"learning_rate": 1.6225490196078432e-05,
"loss": 0.9735,
"step": 8000
},
{
"epoch": 41.45,
"eval_loss": 0.7687555551528931,
"eval_runtime": 126.9882,
"eval_samples_per_second": 21.207,
"eval_steps_per_second": 2.654,
"eval_wer": 1.0070208572836261,
"step": 8000
},
{
"epoch": 41.97,
"learning_rate": 1.5245098039215684e-05,
"loss": 0.9671,
"step": 8100
},
{
"epoch": 42.49,
"learning_rate": 1.426470588235294e-05,
"loss": 0.9732,
"step": 8200
},
{
"epoch": 43.01,
"learning_rate": 1.3284313725490195e-05,
"loss": 0.9689,
"step": 8300
},
{
"epoch": 43.52,
"learning_rate": 1.230392156862745e-05,
"loss": 0.9695,
"step": 8400
},
{
"epoch": 44.04,
"learning_rate": 1.1323529411764705e-05,
"loss": 0.9745,
"step": 8500
},
{
"epoch": 44.04,
"eval_loss": 0.7455455660820007,
"eval_runtime": 121.9802,
"eval_samples_per_second": 22.077,
"eval_steps_per_second": 2.763,
"eval_wer": 1.0097306618492363,
"step": 8500
},
{
"epoch": 44.56,
"learning_rate": 1.034313725490196e-05,
"loss": 0.9536,
"step": 8600
},
{
"epoch": 45.08,
"learning_rate": 9.362745098039214e-06,
"loss": 0.9507,
"step": 8700
},
{
"epoch": 45.6,
"learning_rate": 8.38235294117647e-06,
"loss": 0.9537,
"step": 8800
},
{
"epoch": 46.11,
"learning_rate": 7.4019607843137246e-06,
"loss": 0.943,
"step": 8900
},
{
"epoch": 46.63,
"learning_rate": 6.42156862745098e-06,
"loss": 0.9677,
"step": 9000
},
{
"epoch": 46.63,
"eval_loss": 0.7604856491088867,
"eval_runtime": 125.3047,
"eval_samples_per_second": 21.492,
"eval_steps_per_second": 2.689,
"eval_wer": 1.0098948924289703,
"step": 9000
},
{
"epoch": 47.15,
"learning_rate": 5.441176470588236e-06,
"loss": 0.9385,
"step": 9100
},
{
"epoch": 47.67,
"learning_rate": 4.4607843137254895e-06,
"loss": 0.9402,
"step": 9200
},
{
"epoch": 48.19,
"learning_rate": 3.480392156862745e-06,
"loss": 0.9361,
"step": 9300
},
{
"epoch": 48.7,
"learning_rate": 2.4999999999999998e-06,
"loss": 0.9271,
"step": 9400
},
{
"epoch": 49.22,
"learning_rate": 1.519607843137255e-06,
"loss": 0.9313,
"step": 9500
},
{
"epoch": 49.22,
"eval_loss": 0.7526801824569702,
"eval_runtime": 121.7181,
"eval_samples_per_second": 22.125,
"eval_steps_per_second": 2.769,
"eval_wer": 1.0096896042043029,
"step": 9500
},
{
"epoch": 49.74,
"learning_rate": 5.392156862745097e-07,
"loss": 0.9178,
"step": 9600
},
{
"epoch": 50.0,
"step": 9650,
"total_flos": 4.012526296607357e+19,
"train_loss": 1.8175229964972777,
"train_runtime": 20359.4006,
"train_samples_per_second": 15.167,
"train_steps_per_second": 0.474
}
],
"max_steps": 9650,
"num_train_epochs": 50,
"total_flos": 4.012526296607357e+19,
"trial_name": null,
"trial_params": null
}