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More fast math by umar456 · Pull Request #3337 · arrayfire/arrayfire · GitHub
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More fast math#3337

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umar456 merged 2 commits into
arrayfire:masterfrom
umar456:more_fast_math
Nov 26, 2022
Merged

More fast math#3337
umar456 merged 2 commits into
arrayfire:masterfrom
umar456:more_fast_math

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umar456 commented Nov 25, 2022

Fix tests and improve the AF_WITH_FAST_MATH option in OpenCL and CUDA

Description

  • Pass fast math flag to nvcc
  • Pass fast math flag to nvrtc
  • Pass fast math flag to OpenCL
  • Fix min and max function when AF_WITH_FAST_MATH is set because infinity doesn't exist with fast math
  • Set cuBLAS math mode to CUBLAS_TF32_TENSOR_OP_MATH when AF_WITH_FAST_MATH is set

Changes to Users

N/A

Checklist

  • Rebased on latest master
  • Code compiles
  • Tests pass
  • [ ] Functions added to unified API
  • [ ] Functions documented

9prady9 approved these changes Nov 26, 2022
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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

do we have any fast mode specific tests ?

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umar456 commented Nov 26, 2022

We don't have fast math specific tests. I am not sure how we could write one. We can lower precision but I don't think that will be helpful. A lot of tests still fail with these changes. I am not sure if we can fix all of them.

umar456 merged commit 2181739 into arrayfire:master Nov 26, 2022
umar456 deleted the more_fast_math branch November 26, 2022 18:23
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WilliamTambellini commented Nov 26, 2022

Perhaps you could add some fastmath specific refs values using the macro :
https://stackoverflow.com/questions/43140581/how-to-use-the-gcc-preprocessor-macro-fast-math
But what I ve seen is that results with fastmath depend on many vars (os, cpu arch, compiler, ...)

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