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Enable dpnp build on AMD GPU #2302

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@vlad-perevezentsev vlad-perevezentsev commented Feb 10, 2025

This PR updates СMakeLists files and build_locally.py to enable building dpnp for AMD targets.

To build dpnp on AMD:

python scripts/build_locally.py --target=hip --arch=gfx90a

--arch is a required argument when target=hip.
where `arch`` is the architecture of the AMD GPU.

To find the architecture, use

rocminfo | grep 'Name: *gfx.*'
  • Have you provided a meaningful PR description?
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  • Have you tested your changes locally for CPU and GPU devices?
  • Have you made sure that new changes do not introduce compiler warnings?
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  • If this PR is a work in progress, are you filing the PR as a draft?

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github-actions bot commented Feb 10, 2025

Array API standard conformance tests for dpnp=0.17.0dev6=py312he4f9c94_10 ran successfully.
Passed: 973
Failed: 0
Skipped: 27

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View rendered docs @ https://intelpython.github.io/dpnp/pull/2302/index.html

@@ -38,12 +38,12 @@ if(_dpnp_sycl_targets)
target_compile_options(
${python_module_name}
PRIVATE
-fsycl-targets=${_dpnp_sycl_targets}
${_dpnp_sycl_target_compile_options}
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Should we do the same for each CMakeList.txt per every extension?

if not arch:
raise ValueError("--arch is required when --target=hip")
cmake_args += [
"-DDPNP_TARGET_HIP=ON",
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@antonwolfy antonwolfy Feb 17, 2025

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For what do we need to define two variables? Can it be combined in a single one, like in dpctl: -DDPNP_TARGET_HIP={arch}?

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@ndgrigorian ndgrigorian Feb 21, 2025

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Additionally, --target=cuda is current dpnp approach, but:

  1. dpctl and dpnp should consider supporting targeting specific CUDA architectures
  2. --target=hip means that there is no way to build simultaneously for HIP and CUDA (which is very, very much an edge case, but should be considered)

For these reasons, I think it is most sensible to move away from --target= universal approach to --target-cuda= and --target-hip= or something to that effect

@@ -104,6 +105,16 @@ def run(
# Always builds using oneMKL interfaces for the cuda target
onemkl_interfaces = True

if target == "hip":
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What is about documentation updates?
We need to describe and provide an example how to enable build for HIP target.

@antonwolfy antonwolfy added this to the 0.18.0 release milestone Feb 26, 2025
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3 participants