JuliaGPU/AMDGPU.jl

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AMD GPU (ROCm) programming in Julia

Stars: 344
Forks: 79
Open beginner issues: 0
Indexed issues: 74
Avg merge: 2d 19h
Merged PRs (30d): 25

Dominant language: Julia
License: No license data
Last GitHub push: Sep 17, 2026
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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74 open issues indexed

BUG: `using AMDGPU` hangs indefinitely during precompilation on Windows on main branch Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 50/100

JuliaGPU/AMDGPU.jl#1083 · Opened Sep 18, 2026
@ROCStaticLocalArray's default zeroinit costs ~11x: every lane memsets the whole LDS array at kernel entry Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

JuliaGPU/AMDGPU.jl#1055 · Opened Aug 26, 2026
`rocFFT`: plan handle cache (`IDLE_HANDLES`) never evicts distinct-shape plans, leaking GPU memory Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#1053 · 2 comments · 1 reaction · Opened Aug 26, 2026
Adopt `Base.Math.throw_finite_domainerror` once JuliaLang/julia#62842 lands Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

JuliaGPU/AMDGPU.jl#1043 · Opened Aug 21, 2026
Windows: GPU architecture detection for artifact selection is untested on real hardware Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

JuliaGPU/AMDGPU.jl#1040 · 8 comments · Opened Aug 19, 2026
Linux: Navi 2 HSA_OVERRIDE_GFX_VERSION workaround may no longer trigger on recent kernels Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

JuliaGPU/AMDGPU.jl#1039 · 10 comments · Opened Aug 18, 2026
`sort!(x, dims=2)` doesn't work Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 68/100

JuliaGPU/AMDGPU.jl#1030 · Opened Aug 17, 2026
Int128 regression in Julia 1.12 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 42/100

JuliaGPU/AMDGPU.jl#1002 · 7 comments · Opened Jul 27, 2026
MIOpen `Group-Xdlops` solvers segfaulting on gfx942 Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#958 · Opened Jul 6, 2026
Rework library linking Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#917 · Opened May 20, 2026
Manually, outline error path. Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#893 · 2 comments · Opened Mar 18, 2026
UndefVarError(:destroy_handle!) in GC finalizer during multi-threaded GPU operations Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#883 · 1 reaction · Opened Feb 17, 2026
rand! does not work for tuple types Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 48/100

JuliaGPU/AMDGPU.jl#881 · 1 reaction · Opened Jan 29, 2026
MIOpen fails randomly Open

bug fedora

Difficulty 4/5 3-5 days Newbie friendliness 38/100

JuliaGPU/AMDGPU.jl#877 · 6 comments · Opened Jan 9, 2026
Simplify ROCM installation instructions for Fedora Open

fedora

Difficulty 1/5 Under an hour Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#870 · 4 comments · Opened Dec 19, 2025
5-argument `mul!` is slow with ROCArrays Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#866 · 4 comments · Opened Dec 10, 2025
Int32/64 addressing errors and julia crashing Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#857 · 2 comments · Opened Dec 3, 2025
Allocating large (>= 4GB) with `AMDGPU.ones` fails Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#852 · 8 comments · Opened Nov 25, 2025
InvalidIRError in a constructor Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#848 · 6 comments · Opened Nov 15, 2025
HSA_STATUS_ERROR_OUT_OF_RESOURCES on AMD Instinct MI250X when doing allocations in a loop Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#844 · 18 comments · Opened Nov 7, 2025
support unified memory Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#840 · 4 comments · 3 reactions · Opened Oct 22, 2025
Integrated GPU not supported on Windows Open

bug

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#814 · 6 comments · Opened Jul 29, 2025
Enzyme/AMDGPU function without sub-tapes Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#804 · 1 comment · Opened Jul 17, 2025
Suport for non-bits types Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#795 · 2 reactions · Opened Jul 4, 2025
Regression with AMDGPU.jl v1.3.4 on JACC parallel_reduce CI Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#785 · 7 comments · Opened Jul 1, 2025
Not working on RDNA4 / gfx1201 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#776 · 18 comments · Opened Jun 12, 2025
ROCclr segfault when running Julia with threads Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#770 · 18 comments · Opened May 25, 2025
AMDGPU.versioninfo() crashes when using Archlinux Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 38/100

JuliaGPU/AMDGPU.jl#767 · 3 comments · Opened May 20, 2025
Coredump on using AMDGPU Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#696 · 16 comments · Opened Nov 12, 2024
performing 1D batched FFT on 3D input Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#681 · 1 comment · Opened Oct 1, 2024
Broken tests on RX 6950 XT Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaGPU/AMDGPU.jl#670 · 4 comments · Opened Sep 5, 2024
Enzyme Rules for ROCArray constructors Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#667 · Opened Sep 2, 2024
UX: Avoid segfault when passed `Array` Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#666 · 1 comment · Opened Sep 1, 2024
Using one single array of pointers for multiGPU AMDGPU computation Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#663 · 7 comments · Opened Aug 15, 2024
Tests hang on Windows (RX7900XT) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#653 · 1 comment · Opened Jul 13, 2024
rccl wrappers Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

JuliaGPU/AMDGPU.jl#651 · 1 comment · Opened Jul 10, 2024
Wrap hipTensor Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGPU/AMDGPU.jl#638 · Opened May 22, 2024
Explore removing `always_inline` compiler option Open

debugging enhancement exceptions logging

JuliaGPU/AMDGPU.jl#610 · 1 assignee · Opened Mar 26, 2024
Assertion failure due to illegal implicit addrspacecast Open

bug hostcall

Difficulty 4/5 3-5 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#608 · Opened Mar 19, 2024
2-`norm` for views of ROCArray falls back to scalar indexing Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#607 · Opened Mar 4, 2024
Performance gap on a 7-point stencil Laplacian kernel on Frontier MI250x GPUs Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#553 · 1 comment · Opened Nov 29, 2023
Invalid `Os::currentStackPtr()` Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#549 · 2 reactions · Opened Nov 24, 2023
KA tests trigger assertion if julia is built with them Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#546 · 3 comments · Opened Nov 23, 2023
error: ran out of registers during register allocation Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGPU/AMDGPU.jl#536 · 2 comments · Opened Nov 2, 2023
Investigate using MIOpen's immediate mode for conv algorithm search Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

JuliaGPU/AMDGPU.jl#507 · Opened Oct 3, 2023
AMDGPU.jl on rolling release distros (Arch): Libraries unavailable Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGPU/AMDGPU.jl#478 · 3 comments · 2 reactions · Opened Aug 30, 2023
Default to `Int32` indices as much as possible Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

JuliaGPU/AMDGPU.jl#432 · Opened Jun 20, 2023
`rand`: MethodError: no method matching `rng_native_52(::GPUArrays.RNG)` Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGPU/AMDGPU.jl#429 · Opened Jun 8, 2023
KernelAbstraction printing test fails Open

bug output

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGPU/AMDGPU.jl#406 · Opened Apr 4, 2023
Update LibHSA wrappers to include SVM APIs Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

JuliaGPU/AMDGPU.jl#397 · Opened Mar 21, 2023

JuliaGPU/AMDGPU.jl

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