[buildkite] Add CI builds on GPUs #113
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,103 @@ | ||
| steps: | ||
| - label: "Nvidia GPUs -- CUDA.jl" | ||
| plugins: | ||
| - JuliaCI/julia#v1: | ||
| version: "1.10" | ||
| agents: | ||
| queue: "juliagpu" | ||
| cuda: "*" | ||
| env: | ||
| EXAMODELS_TEST_CUDA: "TRUE" | ||
| command: | | ||
| julia --color=yes -e ' | ||
| using Pkg | ||
| Pkg.add("CUDA") | ||
| Pkg.add("KernelAbstractions") | ||
| Pkg.add("NLPModels") | ||
| Pkg.add("JuMP") | ||
| Pkg.add("ForwardDiff") | ||
| Pkg.add("NLPModelsIpopt") | ||
| Pkg.add("NLPModelsJuMP") | ||
| Pkg.add("Percival") | ||
| Pkg.add("PowerModels") | ||
| Pkg.add("MadNLP") | ||
|
There was a problem hiding this comment. not sure if this is ideal. Maybe we can create a separate Project.toml file for testing? There was a problem hiding this comment. The best solution is to create one There was a problem hiding this comment. Can't we do, say, There was a problem hiding this comment. So that we don't need to keep duplicate copies of There was a problem hiding this comment. We can do that, it's what I do for There was a problem hiding this comment. I think this approach is good. Can we do it in this way? |
||
| Pkg.develop(path=".") | ||
| include("test/runtests.jl")' | ||
| timeout_in_minutes: 30 | ||
|
|
||
| - label: "AMD GPUs -- AMDGPU.jl" | ||
| plugins: | ||
| - JuliaCI/julia#v1: | ||
| version: "1.10" | ||
| agents: | ||
| queue: "juliagpu" | ||
| rocm: "*" | ||
| rocmgpu: "*" | ||
| env: | ||
| EXAMODELS_TEST_AMDGPU: "TRUE" | ||
| JULIA_NUM_THREADS: 4 | ||
| JULIA_AMDGPU_CORE_MUST_LOAD: "1" | ||
| JULIA_AMDGPU_HIP_MUST_LOAD: "1" | ||
| JULIA_AMDGPU_DISABLE_ARTIFACTS: "1" | ||
| command: | | ||
| julia --color=yes -e ' | ||
| using Pkg | ||
| Pkg.add("AMDGPU") | ||
| Pkg.add("KernelAbstractions") | ||
| Pkg.add("NLPModels") | ||
| Pkg.add("JuMP") | ||
| Pkg.add("ForwardDiff") | ||
| Pkg.add("NLPModelsIpopt") | ||
| Pkg.add("NLPModelsJuMP") | ||
| Pkg.add("Percival") | ||
| Pkg.add("PowerModels") | ||
| Pkg.add("MadNLP") | ||
| Pkg.develop(path=".") | ||
| include("test/runtests.jl")' | ||
| timeout_in_minutes: 30 | ||
|
|
||
| - label: "Intel GPUs -- oneAPI.jl" | ||
| plugins: | ||
| - JuliaCI/julia#v1: | ||
| version: "1.10" | ||
| agents: | ||
| queue: "juliagpu" | ||
| intel: "*" | ||
| env: | ||
| EXAMODELS_TEST_ONEAPI: "TRUE" | ||
| command: | | ||
| julia --color=yes -e ' | ||
| using Pkg | ||
| Pkg.add("oneAPI") | ||
| Pkg.add("KernelAbstractions") | ||
| Pkg.add("NLPModels") | ||
| Pkg.add("JuMP") | ||
| Pkg.add("ForwardDiff") | ||
| Pkg.add("NLPModelsIpopt") | ||
| Pkg.add("NLPModelsJuMP") | ||
| Pkg.add("Percival") | ||
| Pkg.add("PowerModels") | ||
| Pkg.add("MadNLP") | ||
| Pkg.develop(path=".") | ||
| include("test/runtests.jl")' | ||
| timeout_in_minutes: 30 | ||
|
|
||
| # - label: "Apple M1 GPUs -- Metal.jl" | ||
| # plugins: | ||
| # - JuliaCI/julia#v1: | ||
| # version: "1.10" | ||
| # agents: | ||
| # queue: "juliaecosystem" | ||
| # os: "macos" | ||
| # arch: "aarch64" | ||
| # env: | ||
| # EXAMODELS_TEST_METAL: "TRUE" | ||
| # command: | | ||
| # julia --color=yes --project -e ' | ||
| # using Pkg | ||
| # Pkg.develop(path=".") | ||
| # Pkg.add("Metal") | ||
| # Pkg.add("KernelAbstractions") | ||
| # Pkg.instantiate() | ||
| # include("test/runtests.jl")' | ||
| # timeout_in_minutes: 30 | ||
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why was this necessary?
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It depends on how you want to run the tests.
If you just want to use
runtests.jl, we can modify it.But with the current
pipeline.yml, we can also run specific and longer tests that target specific GPUs without environment variables.I did something similar in
Krylov.jl, using buildkite to run GPU tests separately from CPU tests, which is recommended to avoid occupying the GPUs for too long, allowing other users and repositories to access them.