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Fix nans due to input masking

  • Adding back input masking, broken in !161 (merged)
  • Add check that model inputs are finite after masking
  • Adding check for non-finite norm params
  • Modify test inputs so that would be caught if it happens again
  • Also fix a bug in the dataloader which caused more labels to be loaded than necessary
Edited by Samuel Van Stroud

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