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CUDA complex acos fails gradcheck on Windows #43852

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Closed
CUDA complex acos fails gradcheck on Windows#43852
Assignees
mantaionut
Labels
module: autogradRelated to torch.autograd, and the autograd engine in generalmodule: complexRelated to complex number support in PyTorchmodule: cudaRelated to torch.cuda, and CUDA support in generalmodule: windowsWindows support for PyTorchtriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate modulewindows-triaged
@mruberry

Description

@mruberry
mruberry
opened on Aug 30, 2020

acos fails gradcheck with complex CUDA inputs on Windows. It passes on other platforms. Example failure:

RuntimeError: Jacobian mismatch for output 0 with respect to input 0,
numerical:tensor([[ 2.7514e+05-2.7514e+05j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j, -1.0327e+00-8.2005e-02j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
         -3.2601e-01-6.3993e-01j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  1.8806e+05-1.8806e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          9.6920e+04-9.6919e+04j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j, -1.9593e+05+1.9593e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
         -1.0679e+05-1.0679e+05j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j, -2.2772e+05-2.2772e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
         -2.5878e+05-4.1391e+04j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  2.0645e+05+2.0645e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          6.3221e-01+3.8897e-01j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j, -4.0117e+05-4.0117e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
         -4.4495e+05-4.4495e+05j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
         -4.8597e+05-4.8597e+05j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j, -6.7897e+05+1.0530e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          4.4956e+05+2.3599e+05j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  4.8644e+05+4.8644e+05j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
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          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          4.5207e+05+4.5207e+05j,  0.0000e+00+0.0000e+00j],
        [ 0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  0.0000e+00+0.0000e+00j,
          0.0000e+00+0.0000e+00j,  5.8481e+05-4.2666e+05j]],
       dtype=torch.complex128)
analytical:tensor([[-0.7414+0.3061j, -0.0000+0.0000j, -0.0000+0.0000j, -0.0000+0.0000j,
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       dtype=torch.complex128)

cc @ezyang @ssnl @albanD @zou3519 @gqchen @anjali411 @dylanbespalko @ngimel @peterjc123 @maxluk @nbcsm @guyang3532 @gunandrose4u @smartcat2010 @mszhanyi

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module: autogradRelated to torch.autograd, and the autograd engine in generalmodule: complexRelated to complex number support in PyTorchmodule: cudaRelated to torch.cuda, and CUDA support in generalmodule: windowsWindows support for PyTorchtriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate modulewindows-triaged

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PyTorch On Windows

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