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expanding to RGCN #18

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jzwart opened this issue Feb 23, 2021 · 2 comments
Open

expanding to RGCN #18

jzwart opened this issue Feb 23, 2021 · 2 comments

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@jzwart
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jzwart commented Feb 23, 2021

I have written some code to incorporate RGCN, but there have been some additions to LSTM that needs to be incorporated when predicting with RGCN (e.g. mc dropout)

@jzwart
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jzwart commented Mar 2, 2021

RGCN training takes much longer - ~20x's longer / epoch. But predicting is much faster for RGCN than LSTM

@jzwart
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jzwart commented Mar 3, 2021

Having some issues with getting RGCN to converge on accurate predictions in the training phase - training RMSE hanging out around 6-7 C for temperature. Currently using 20 hidden units, 30 epochs pre-train, 250 epochs fine tune, 4 connected stream segments. Most likely a bug somewhere in the code and need to revisit later

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