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Cuda 11 build fixes #19530

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merged 5 commits into from
Nov 14, 2020
Merged

Cuda 11 build fixes #19530

merged 5 commits into from
Nov 14, 2020

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josephevans
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@josephevans josephevans commented Nov 13, 2020

Description

Fixes to build properly on Windows with Cuda 11.0:

  • Update multi_lamb.cu and multi_lans.cu to use cuda's pow() function instead of std::pow() and statically cast exponent to float so it matches cuda pow signature.

Fixes compilation errors:

multi_lamb.cu(53): error: calling a __host__ function("pow<float, int, (int)0> ") from a __global__ function("mxnet::op::KernelStep1<(bool)1, float, float> ") is not allowed
multi_lamb.cu(53): error: identifier "pow<float, int, (int)0> " is undefined in device code

Checklist

Essentials

  • PR's title starts with a category (e.g. [BUGFIX], [MODEL], [TUTORIAL], [FEATURE], [DOC], etc)
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage
  • Code is well-documented

Changes

  • Feature1, tests, (and when applicable, API doc)
  • Feature2, tests, (and when applicable, API doc)

Comments

  • If this change is a backward incompatible change, why must this change be made.
  • Interesting edge cases to note here

Joe Evans added 2 commits November 12, 2020 19:47
…ath library, and cast the second argument so it will find an acceptable form.
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@lanking520 lanking520 added the pr-work-in-progress PR is still work in progress label Nov 13, 2020
This was referenced Nov 14, 2020
@josephevans josephevans changed the title [WIP] Cuda 11 build fixes Cuda 11 build fixes Nov 14, 2020
@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-awaiting-review PR is waiting for code review and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test pr-awaiting-review PR is waiting for code review labels Nov 14, 2020
@josephevans josephevans mentioned this pull request Nov 14, 2020
6 tasks
@lanking520 lanking520 added pr-awaiting-merge Review and CI is complete. Ready to Merge and removed pr-awaiting-testing PR is reviewed and waiting CI build and test labels Nov 14, 2020
@mseth10 mseth10 merged commit 3bf556d into apache:master Nov 14, 2020
chinakook pushed a commit to chinakook/mxnet that referenced this pull request Nov 19, 2020
* Don't use namespace for pow() function, since it is built into cuda math library, and cast the second argument so it will find an acceptable form.

* Properly case exponent.

* Remove thrust library override and use default from cuda 11.0.

* Fix lint.

* Fix lint.

Co-authored-by: Joe Evans <[email protected]>
@access2rohit access2rohit mentioned this pull request Feb 17, 2021
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access2rohit pushed a commit to access2rohit/incubator-mxnet that referenced this pull request Feb 19, 2021
* Don't use namespace for pow() function, since it is built into cuda math library, and cast the second argument so it will find an acceptable form.

* Properly case exponent.

* Remove thrust library override and use default from cuda 11.0.

* Fix lint.

* Fix lint.

Co-authored-by: Joe Evans <[email protected]>
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6 participants