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I added an if statement for MPS device because double is not supported for MPS device
if mps:
.float()
else:
.double()
https://discuss.pytorch.org/t/typeerror-cannot-convert-a-mps-tensor-to-float64-dtype-as-the-mps-framework-doesnt-support-float64-please-use-float32-instead/180852