infinitejoy's picture
End of training
21747b1
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 50.0,
"global_step": 11250,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.44,
"learning_rate": 3.4299999999999998e-06,
"loss": 12.3928,
"step": 100
},
{
"epoch": 0.89,
"learning_rate": 6.93e-06,
"loss": 7.13,
"step": 200
},
{
"epoch": 1.33,
"learning_rate": 1.0429999999999998e-05,
"loss": 4.5055,
"step": 300
},
{
"epoch": 1.78,
"learning_rate": 1.3929999999999999e-05,
"loss": 3.8494,
"step": 400
},
{
"epoch": 2.22,
"learning_rate": 1.7429999999999997e-05,
"loss": 3.4447,
"step": 500
},
{
"epoch": 2.67,
"learning_rate": 2.0929999999999998e-05,
"loss": 3.2021,
"step": 600
},
{
"epoch": 3.11,
"learning_rate": 2.4429999999999995e-05,
"loss": 3.0761,
"step": 700
},
{
"epoch": 3.56,
"learning_rate": 2.793e-05,
"loss": 3.0165,
"step": 800
},
{
"epoch": 4.0,
"learning_rate": 3.1429999999999996e-05,
"loss": 2.9623,
"step": 900
},
{
"epoch": 4.44,
"learning_rate": 3.493e-05,
"loss": 2.9094,
"step": 1000
},
{
"epoch": 4.89,
"learning_rate": 3.843e-05,
"loss": 2.8831,
"step": 1100
},
{
"epoch": 5.33,
"learning_rate": 4.192999999999999e-05,
"loss": 2.8667,
"step": 1200
},
{
"epoch": 5.78,
"learning_rate": 4.543e-05,
"loss": 2.7722,
"step": 1300
},
{
"epoch": 6.22,
"learning_rate": 4.8929999999999994e-05,
"loss": 2.2496,
"step": 1400
},
{
"epoch": 6.67,
"learning_rate": 5.243e-05,
"loss": 1.7213,
"step": 1500
},
{
"epoch": 7.11,
"learning_rate": 5.593e-05,
"loss": 1.5195,
"step": 1600
},
{
"epoch": 7.56,
"learning_rate": 5.942999999999999e-05,
"loss": 1.3847,
"step": 1700
},
{
"epoch": 8.0,
"learning_rate": 6.293e-05,
"loss": 1.3296,
"step": 1800
},
{
"epoch": 8.44,
"learning_rate": 6.642999999999999e-05,
"loss": 1.2533,
"step": 1900
},
{
"epoch": 8.89,
"learning_rate": 6.992999999999999e-05,
"loss": 1.1973,
"step": 2000
},
{
"epoch": 8.89,
"eval_loss": 0.44813069701194763,
"eval_runtime": 151.5294,
"eval_samples_per_second": 20.933,
"eval_steps_per_second": 20.933,
"eval_wer": 0.4849491021888243,
"step": 2000
},
{
"epoch": 9.33,
"learning_rate": 6.925837837837837e-05,
"loss": 1.08,
"step": 2100
},
{
"epoch": 9.78,
"learning_rate": 6.850162162162162e-05,
"loss": 0.9484,
"step": 2200
},
{
"epoch": 10.22,
"learning_rate": 6.774486486486486e-05,
"loss": 0.8818,
"step": 2300
},
{
"epoch": 10.67,
"learning_rate": 6.698810810810811e-05,
"loss": 0.8043,
"step": 2400
},
{
"epoch": 11.11,
"learning_rate": 6.623135135135134e-05,
"loss": 0.7752,
"step": 2500
},
{
"epoch": 11.56,
"learning_rate": 6.547459459459459e-05,
"loss": 0.7497,
"step": 2600
},
{
"epoch": 12.0,
"learning_rate": 6.471783783783783e-05,
"loss": 0.7486,
"step": 2700
},
{
"epoch": 12.44,
"learning_rate": 6.396108108108108e-05,
"loss": 0.7016,
"step": 2800
},
{
"epoch": 12.89,
"learning_rate": 6.320432432432433e-05,
"loss": 0.6927,
"step": 2900
},
{
"epoch": 13.33,
"learning_rate": 6.244756756756756e-05,
"loss": 0.6609,
"step": 3000
},
{
"epoch": 13.78,
"learning_rate": 6.169081081081081e-05,
"loss": 0.6633,
"step": 3100
},
{
"epoch": 14.22,
"learning_rate": 6.093405405405405e-05,
"loss": 0.6781,
"step": 3200
},
{
"epoch": 14.67,
"learning_rate": 6.017729729729729e-05,
"loss": 0.6486,
"step": 3300
},
{
"epoch": 15.11,
"learning_rate": 5.942054054054054e-05,
"loss": 0.6217,
"step": 3400
},
{
"epoch": 15.56,
"learning_rate": 5.866378378378378e-05,
"loss": 0.6348,
"step": 3500
},
{
"epoch": 16.0,
"learning_rate": 5.7907027027027026e-05,
"loss": 0.6555,
"step": 3600
},
{
"epoch": 16.44,
"learning_rate": 5.715027027027027e-05,
"loss": 0.6179,
"step": 3700
},
{
"epoch": 16.89,
"learning_rate": 5.639351351351351e-05,
"loss": 0.6116,
"step": 3800
},
{
"epoch": 17.33,
"learning_rate": 5.5636756756756754e-05,
"loss": 0.586,
"step": 3900
},
{
"epoch": 17.78,
"learning_rate": 5.4879999999999996e-05,
"loss": 0.6005,
"step": 4000
},
{
"epoch": 17.78,
"eval_loss": 0.1420038342475891,
"eval_runtime": 156.5701,
"eval_samples_per_second": 20.259,
"eval_steps_per_second": 20.259,
"eval_wer": 0.17772729258595832,
"step": 4000
},
{
"epoch": 18.22,
"learning_rate": 5.412324324324324e-05,
"loss": 0.6199,
"step": 4100
},
{
"epoch": 18.67,
"learning_rate": 5.336648648648648e-05,
"loss": 0.6017,
"step": 4200
},
{
"epoch": 19.11,
"learning_rate": 5.2609729729729724e-05,
"loss": 0.5722,
"step": 4300
},
{
"epoch": 19.56,
"learning_rate": 5.1852972972972974e-05,
"loss": 0.5755,
"step": 4400
},
{
"epoch": 20.0,
"learning_rate": 5.1096216216216216e-05,
"loss": 0.6083,
"step": 4500
},
{
"epoch": 20.44,
"learning_rate": 5.033945945945946e-05,
"loss": 0.5677,
"step": 4600
},
{
"epoch": 20.89,
"learning_rate": 4.9590270270270266e-05,
"loss": 0.5652,
"step": 4700
},
{
"epoch": 21.33,
"learning_rate": 4.8833513513513516e-05,
"loss": 0.5509,
"step": 4800
},
{
"epoch": 21.78,
"learning_rate": 4.807675675675676e-05,
"loss": 0.5526,
"step": 4900
},
{
"epoch": 22.22,
"learning_rate": 4.732e-05,
"loss": 0.5589,
"step": 5000
},
{
"epoch": 22.67,
"learning_rate": 4.6563243243243244e-05,
"loss": 0.5394,
"step": 5100
},
{
"epoch": 23.11,
"learning_rate": 4.5806486486486486e-05,
"loss": 0.5329,
"step": 5200
},
{
"epoch": 23.56,
"learning_rate": 4.504972972972973e-05,
"loss": 0.5353,
"step": 5300
},
{
"epoch": 24.0,
"learning_rate": 4.429297297297297e-05,
"loss": 0.5643,
"step": 5400
},
{
"epoch": 24.44,
"learning_rate": 4.3536216216216214e-05,
"loss": 0.537,
"step": 5500
},
{
"epoch": 24.89,
"learning_rate": 4.277945945945946e-05,
"loss": 0.5502,
"step": 5600
},
{
"epoch": 25.33,
"learning_rate": 4.20227027027027e-05,
"loss": 0.5126,
"step": 5700
},
{
"epoch": 25.78,
"learning_rate": 4.126594594594594e-05,
"loss": 0.5315,
"step": 5800
},
{
"epoch": 26.22,
"learning_rate": 4.050918918918919e-05,
"loss": 0.5424,
"step": 5900
},
{
"epoch": 26.67,
"learning_rate": 3.9752432432432434e-05,
"loss": 0.5248,
"step": 6000
},
{
"epoch": 26.67,
"eval_loss": 0.13026614487171173,
"eval_runtime": 153.4664,
"eval_samples_per_second": 20.669,
"eval_steps_per_second": 20.669,
"eval_wer": 0.16505745117742146,
"step": 6000
},
{
"epoch": 27.11,
"learning_rate": 3.8995675675675676e-05,
"loss": 0.5111,
"step": 6100
},
{
"epoch": 27.56,
"learning_rate": 3.823891891891892e-05,
"loss": 0.5226,
"step": 6200
},
{
"epoch": 28.0,
"learning_rate": 3.748216216216216e-05,
"loss": 0.5335,
"step": 6300
},
{
"epoch": 28.44,
"learning_rate": 3.6725405405405404e-05,
"loss": 0.5031,
"step": 6400
},
{
"epoch": 28.89,
"learning_rate": 3.596864864864865e-05,
"loss": 0.5219,
"step": 6500
},
{
"epoch": 29.33,
"learning_rate": 3.521189189189189e-05,
"loss": 0.4853,
"step": 6600
},
{
"epoch": 29.78,
"learning_rate": 3.445513513513513e-05,
"loss": 0.5062,
"step": 6700
},
{
"epoch": 30.22,
"learning_rate": 3.370594594594594e-05,
"loss": 0.5395,
"step": 6800
},
{
"epoch": 30.67,
"learning_rate": 3.294918918918919e-05,
"loss": 0.4876,
"step": 6900
},
{
"epoch": 31.11,
"learning_rate": 3.219243243243243e-05,
"loss": 0.4981,
"step": 7000
},
{
"epoch": 31.56,
"learning_rate": 3.1435675675675674e-05,
"loss": 0.5011,
"step": 7100
},
{
"epoch": 32.0,
"learning_rate": 3.067891891891892e-05,
"loss": 0.511,
"step": 7200
},
{
"epoch": 32.44,
"learning_rate": 2.992216216216216e-05,
"loss": 0.4935,
"step": 7300
},
{
"epoch": 32.89,
"learning_rate": 2.9165405405405402e-05,
"loss": 0.4951,
"step": 7400
},
{
"epoch": 33.33,
"learning_rate": 2.8408648648648645e-05,
"loss": 0.4655,
"step": 7500
},
{
"epoch": 33.78,
"learning_rate": 2.765189189189189e-05,
"loss": 0.4926,
"step": 7600
},
{
"epoch": 34.22,
"learning_rate": 2.6895135135135133e-05,
"loss": 0.5083,
"step": 7700
},
{
"epoch": 34.67,
"learning_rate": 2.6138378378378376e-05,
"loss": 0.4849,
"step": 7800
},
{
"epoch": 35.11,
"learning_rate": 2.538162162162162e-05,
"loss": 0.4673,
"step": 7900
},
{
"epoch": 35.56,
"learning_rate": 2.462486486486486e-05,
"loss": 0.4871,
"step": 8000
},
{
"epoch": 35.56,
"eval_loss": 0.12074683606624603,
"eval_runtime": 154.3437,
"eval_samples_per_second": 20.552,
"eval_steps_per_second": 20.552,
"eval_wer": 0.1523439206605793,
"step": 8000
},
{
"epoch": 36.0,
"learning_rate": 2.3875675675675676e-05,
"loss": 0.4911,
"step": 8100
},
{
"epoch": 36.44,
"learning_rate": 2.3118918918918918e-05,
"loss": 0.4724,
"step": 8200
},
{
"epoch": 36.89,
"learning_rate": 2.236216216216216e-05,
"loss": 0.4784,
"step": 8300
},
{
"epoch": 37.33,
"learning_rate": 2.1605405405405403e-05,
"loss": 0.466,
"step": 8400
},
{
"epoch": 37.78,
"learning_rate": 2.0848648648648646e-05,
"loss": 0.4761,
"step": 8500
},
{
"epoch": 38.22,
"learning_rate": 2.0091891891891892e-05,
"loss": 0.4772,
"step": 8600
},
{
"epoch": 38.67,
"learning_rate": 1.9335135135135135e-05,
"loss": 0.4524,
"step": 8700
},
{
"epoch": 39.11,
"learning_rate": 1.8578378378378377e-05,
"loss": 0.4436,
"step": 8800
},
{
"epoch": 39.56,
"learning_rate": 1.782162162162162e-05,
"loss": 0.4673,
"step": 8900
},
{
"epoch": 40.0,
"learning_rate": 1.7064864864864862e-05,
"loss": 0.4848,
"step": 9000
},
{
"epoch": 40.44,
"learning_rate": 1.630810810810811e-05,
"loss": 0.461,
"step": 9100
},
{
"epoch": 40.89,
"learning_rate": 1.555135135135135e-05,
"loss": 0.465,
"step": 9200
},
{
"epoch": 41.33,
"learning_rate": 1.4794594594594594e-05,
"loss": 0.4398,
"step": 9300
},
{
"epoch": 41.78,
"learning_rate": 1.4045405405405405e-05,
"loss": 0.4552,
"step": 9400
},
{
"epoch": 42.22,
"learning_rate": 1.3288648648648647e-05,
"loss": 0.47,
"step": 9500
},
{
"epoch": 42.67,
"learning_rate": 1.253189189189189e-05,
"loss": 0.4599,
"step": 9600
},
{
"epoch": 43.11,
"learning_rate": 1.1775135135135134e-05,
"loss": 0.4273,
"step": 9700
},
{
"epoch": 43.56,
"learning_rate": 1.1018378378378377e-05,
"loss": 0.4533,
"step": 9800
},
{
"epoch": 44.0,
"learning_rate": 1.0261621621621621e-05,
"loss": 0.4573,
"step": 9900
},
{
"epoch": 44.44,
"learning_rate": 9.504864864864864e-06,
"loss": 0.4428,
"step": 10000
},
{
"epoch": 44.44,
"eval_loss": 0.11431078612804413,
"eval_runtime": 152.8495,
"eval_samples_per_second": 20.752,
"eval_steps_per_second": 20.752,
"eval_wer": 0.14247018218358162,
"step": 10000
},
{
"epoch": 44.89,
"learning_rate": 8.748108108108106e-06,
"loss": 0.4431,
"step": 10100
},
{
"epoch": 45.33,
"learning_rate": 7.99135135135135e-06,
"loss": 0.4124,
"step": 10200
},
{
"epoch": 45.78,
"learning_rate": 7.234594594594593e-06,
"loss": 0.4437,
"step": 10300
},
{
"epoch": 46.22,
"learning_rate": 6.4778378378378375e-06,
"loss": 0.4694,
"step": 10400
},
{
"epoch": 46.67,
"learning_rate": 5.721081081081081e-06,
"loss": 0.4408,
"step": 10500
},
{
"epoch": 47.11,
"learning_rate": 4.9643243243243245e-06,
"loss": 0.428,
"step": 10600
},
{
"epoch": 47.56,
"learning_rate": 4.207567567567567e-06,
"loss": 0.4418,
"step": 10700
},
{
"epoch": 48.0,
"learning_rate": 3.4508108108108105e-06,
"loss": 0.4527,
"step": 10800
},
{
"epoch": 48.44,
"learning_rate": 2.6940540540540536e-06,
"loss": 0.448,
"step": 10900
},
{
"epoch": 48.89,
"learning_rate": 1.937297297297297e-06,
"loss": 0.4399,
"step": 11000
},
{
"epoch": 49.33,
"learning_rate": 1.1805405405405403e-06,
"loss": 0.4111,
"step": 11100
},
{
"epoch": 49.78,
"learning_rate": 4.237837837837838e-07,
"loss": 0.4214,
"step": 11200
},
{
"epoch": 50.0,
"step": 11250,
"total_flos": 4.148416605366081e+19,
"train_loss": 1.0303706246270075,
"train_runtime": 15356.7914,
"train_samples_per_second": 23.358,
"train_steps_per_second": 0.733
}
],
"max_steps": 11250,
"num_train_epochs": 50,
"total_flos": 4.148416605366081e+19,
"trial_name": null,
"trial_params": null
}