opringle / multivariate_time_series_forecasting Goto Github PK

Hi,

Thanks for the code. It's really good to have. However when I used a Nvidia GTM 750 GPU with macOS 10.13.6, the model gave nan. Would you know why this happened? Thanks.
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Metrics: Epoch 1, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 1, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 2, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 2, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 3, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 3, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 4, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 4, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 5, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 5, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 6, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 6, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 7, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 7, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 8, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 8, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 9, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 9, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 10, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 10, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 11, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 11, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 12, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 12, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 13, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 13, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 14, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 14, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 15, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 15, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 16, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 16, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 17, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 17, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 18, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 18, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 19, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 19, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Metrics: Epoch 20, Training {'RAE': nan, 'RSE': nan, 'CORR': nan}
Metrics: Epoch 20, Validation {'RAE': nan, 'RSE': nan, 'CORR': nan}

Sorry if this might be a simple question.

All my sh scripts completed the runs and training just fine, but I can't find the predictions saved anywhere.
How do I generate the actual forecasts? I assume the horizon parameter sets how many items ahead to predict on, but how do I generate and actually get to the results of the forecast?