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missing API against TH #70

@soumith

Description

@soumith

The following math functions are missing in THC but present in TH:

  • numel
  • prod
  • zeros
  • ones
  • reshape
  • rand
  • randn
  • round
  • atan2
  • std (not stdall, this is per-dimension)
  • var (not varall, this is per-dimension)
  • cumsum
  • cumprod
  • maskedFill
  • maskedSelect
  • sort
  • maskedCopy (waiting for merge, Streams for BLAS. maskedCopy. generic reduce kernels. bugfix. #167)
  • multinomial (implemented, waiting for PR)
  • cross
  • logicalall
  • logicalany
  • tril
  • triu
  • trace
  • diag
  • nonzero
  • range
  • cat
  • linspace
  • logspace
  • eye
  • randperm
  • histc
  • conv2 (these are torch operators, not to be confused with nn Convolutions which are already implemented)
  • conv3

When these are implemented, cwrap entries can be added that would make cutorch completely API compatible with torch

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