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openclimatefix
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power_perceiver
Machine learning experiments using the Perceiver IO model to forecast the electricity system (starting with solar)
MIT License
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Combine UNet with Power Perceiver
#63
Closed
JackKelly
closed
2 years ago
JackKelly
commented
2 years ago
[x] Run a Power Perceiver with the same params, but with "cheating" imagery.
[x] Don't train the U-Net (
.detach()
)
[x] #64
[x] #65
[ ] Check that the
einops.reduce
is doing what we expect in
HRVSatelliteProcessor
[x] Train the U-Net. Include a satellite loss. Although need to only use the future images that are in the training batch.
[x] LR scheduling for Power Perceiver.
[x] Use 128x128 imagery input to the satellite predictor
.detach()
)einops.reduce
is doing what we expect inHRVSatelliteProcessor