infinitejoy's picture
End of training
12dff41
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 100.0,
"global_step": 3900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 2.56,
"learning_rate": 1.3439999999999998e-05,
"loss": 21.7509,
"step": 100
},
{
"epoch": 5.13,
"learning_rate": 2.7439999999999998e-05,
"loss": 5.8287,
"step": 200
},
{
"epoch": 7.69,
"learning_rate": 4.1439999999999996e-05,
"loss": 3.6855,
"step": 300
},
{
"epoch": 10.26,
"learning_rate": 5.544e-05,
"loss": 3.0684,
"step": 400
},
{
"epoch": 12.82,
"learning_rate": 6.944e-05,
"loss": 2.9421,
"step": 500
},
{
"epoch": 12.82,
"eval_loss": 2.889408826828003,
"eval_runtime": 17.3993,
"eval_samples_per_second": 25.288,
"eval_steps_per_second": 1.609,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 15.38,
"learning_rate": 6.802352941176471e-05,
"loss": 2.847,
"step": 600
},
{
"epoch": 17.95,
"learning_rate": 6.596470588235294e-05,
"loss": 2.5861,
"step": 700
},
{
"epoch": 20.51,
"learning_rate": 6.390588235294118e-05,
"loss": 1.8427,
"step": 800
},
{
"epoch": 23.08,
"learning_rate": 6.184705882352941e-05,
"loss": 1.3659,
"step": 900
},
{
"epoch": 25.64,
"learning_rate": 5.978823529411764e-05,
"loss": 1.1872,
"step": 1000
},
{
"epoch": 25.64,
"eval_loss": 0.6688352227210999,
"eval_runtime": 17.312,
"eval_samples_per_second": 25.416,
"eval_steps_per_second": 1.617,
"eval_wer": 0.7459733087896917,
"step": 1000
},
{
"epoch": 28.21,
"learning_rate": 5.772941176470588e-05,
"loss": 1.087,
"step": 1100
},
{
"epoch": 30.77,
"learning_rate": 5.5670588235294114e-05,
"loss": 1.0304,
"step": 1200
},
{
"epoch": 33.33,
"learning_rate": 5.361176470588235e-05,
"loss": 0.9762,
"step": 1300
},
{
"epoch": 35.9,
"learning_rate": 5.1552941176470585e-05,
"loss": 0.9043,
"step": 1400
},
{
"epoch": 38.46,
"learning_rate": 4.949411764705882e-05,
"loss": 0.8894,
"step": 1500
},
{
"epoch": 38.46,
"eval_loss": 0.4868045449256897,
"eval_runtime": 16.7955,
"eval_samples_per_second": 26.197,
"eval_steps_per_second": 1.667,
"eval_wer": 0.6516336861481823,
"step": 1500
},
{
"epoch": 41.03,
"learning_rate": 4.7435294117647055e-05,
"loss": 0.861,
"step": 1600
},
{
"epoch": 43.59,
"learning_rate": 4.5376470588235284e-05,
"loss": 0.8411,
"step": 1700
},
{
"epoch": 46.15,
"learning_rate": 4.331764705882352e-05,
"loss": 0.8349,
"step": 1800
},
{
"epoch": 48.72,
"learning_rate": 4.1258823529411755e-05,
"loss": 0.7912,
"step": 1900
},
{
"epoch": 51.28,
"learning_rate": 3.92e-05,
"loss": 0.769,
"step": 2000
},
{
"epoch": 51.28,
"eval_loss": 0.495985209941864,
"eval_runtime": 17.6095,
"eval_samples_per_second": 24.987,
"eval_steps_per_second": 1.59,
"eval_wer": 0.650713299585826,
"step": 2000
},
{
"epoch": 53.85,
"learning_rate": 3.714117647058823e-05,
"loss": 0.7639,
"step": 2100
},
{
"epoch": 56.41,
"learning_rate": 3.508235294117647e-05,
"loss": 0.7421,
"step": 2200
},
{
"epoch": 58.97,
"learning_rate": 3.3023529411764704e-05,
"loss": 0.728,
"step": 2300
},
{
"epoch": 61.54,
"learning_rate": 3.096470588235294e-05,
"loss": 0.7105,
"step": 2400
},
{
"epoch": 64.1,
"learning_rate": 2.8905882352941175e-05,
"loss": 0.6936,
"step": 2500
},
{
"epoch": 64.1,
"eval_loss": 0.47812411189079285,
"eval_runtime": 17.7238,
"eval_samples_per_second": 24.825,
"eval_steps_per_second": 1.58,
"eval_wer": 0.5384261389783709,
"step": 2500
},
{
"epoch": 66.67,
"learning_rate": 2.684705882352941e-05,
"loss": 0.6813,
"step": 2600
},
{
"epoch": 69.23,
"learning_rate": 2.4788235294117646e-05,
"loss": 0.6514,
"step": 2700
},
{
"epoch": 71.79,
"learning_rate": 2.272941176470588e-05,
"loss": 0.6539,
"step": 2800
},
{
"epoch": 74.36,
"learning_rate": 2.0670588235294117e-05,
"loss": 0.6423,
"step": 2900
},
{
"epoch": 76.92,
"learning_rate": 1.8611764705882352e-05,
"loss": 0.624,
"step": 3000
},
{
"epoch": 76.92,
"eval_loss": 0.4642501175403595,
"eval_runtime": 16.6285,
"eval_samples_per_second": 26.461,
"eval_steps_per_second": 1.684,
"eval_wer": 0.5430280717901519,
"step": 3000
},
{
"epoch": 79.49,
"learning_rate": 1.6552941176470588e-05,
"loss": 0.624,
"step": 3100
},
{
"epoch": 82.05,
"learning_rate": 1.4494117647058823e-05,
"loss": 0.6071,
"step": 3200
},
{
"epoch": 84.62,
"learning_rate": 1.2435294117647057e-05,
"loss": 0.6175,
"step": 3300
},
{
"epoch": 87.18,
"learning_rate": 1.0376470588235292e-05,
"loss": 0.6023,
"step": 3400
},
{
"epoch": 89.74,
"learning_rate": 8.317647058823528e-06,
"loss": 0.5966,
"step": 3500
},
{
"epoch": 89.74,
"eval_loss": 0.4529646337032318,
"eval_runtime": 16.5674,
"eval_samples_per_second": 26.558,
"eval_steps_per_second": 1.69,
"eval_wer": 0.5591348366313852,
"step": 3500
},
{
"epoch": 92.31,
"learning_rate": 6.258823529411764e-06,
"loss": 0.5868,
"step": 3600
},
{
"epoch": 94.87,
"learning_rate": 4.2e-06,
"loss": 0.5817,
"step": 3700
},
{
"epoch": 97.44,
"learning_rate": 2.141176470588235e-06,
"loss": 0.5687,
"step": 3800
},
{
"epoch": 100.0,
"learning_rate": 8.235294117647057e-08,
"loss": 0.5709,
"step": 3900
},
{
"epoch": 100.0,
"step": 3900,
"total_flos": 1.7166559536300583e+19,
"train_loss": 1.7521888146033653,
"train_runtime": 6573.2529,
"train_samples_per_second": 18.56,
"train_steps_per_second": 0.593
}
],
"max_steps": 3900,
"num_train_epochs": 100,
"total_flos": 1.7166559536300583e+19,
"trial_name": null,
"trial_params": null
}