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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
This was referenced Sep 26, 2026
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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AMDGPU.jl Benchmarks
Details
| Benchmark suite | Current: 0840adf | Previous: 8a66547 | Ratio |
|---|---|---|---|
amdgpu/synchronization/context/device |
552.5 ns |
550 ns |
1.00 |
amdgpu/synchronization/stream/blocking |
230 ns |
222.5 ns |
1.03 |
amdgpu/synchronization/stream/nonblocking |
305 ns |
307.5 ns |
0.99 |
applications/bitonic_sort |
1132481.25 ns |
1160103.75 ns |
0.98 |
applications/convolution |
105429 ns |
72376 ns |
1.46 |
applications/floyd_warshall |
9014979.25 ns |
9100856.25 ns |
0.99 |
applications/histogram |
820511.75 ns |
798998.75 ns |
1.03 |
applications/prefix_sum |
187982.75 ns |
190535 ns |
0.99 |
array/accumulate/Float32/1d |
82093.75 ns |
79346 ns |
1.03 |
array/accumulate/Float32/dims=1 |
273718.75 ns |
271536.25 ns |
1.01 |
array/accumulate/Float32/dims=1L |
107561.5 ns |
72536 ns |
1.48 |
array/accumulate/Float32/dims=2 |
102481.5 ns |
74041 ns |
1.38 |
array/accumulate/Float32/dims=2L |
3031194 ns |
2834326.75 ns |
1.07 |
array/accumulate/Int64/1d |
91161.25 ns |
79098.5 ns |
1.15 |
array/accumulate/Int64/dims=1 |
249486.25 ns |
248393.25 ns |
1.00 |
array/accumulate/Int64/dims=1L |
115196.5 ns |
89128.75 ns |
1.29 |
array/accumulate/Int64/dims=2 |
98814 ns |
76041 ns |
1.30 |
array/accumulate/Int64/dims=2L |
3389189 ns |
3139866 ns |
1.08 |
array/broadcast |
49500.5 ns |
50443.25 ns |
0.98 |
array/construct |
2097.5 ns |
2247.5 ns |
0.93 |
array/copy |
39135.5 ns |
39278 ns |
1.00 |
array/copyto!/cpu_to_gpu |
89113.75 ns |
85676.25 ns |
1.04 |
array/copyto!/gpu_to_cpu |
89573.75 ns |
85591.25 ns |
1.05 |
array/copyto!/gpu_to_gpu |
34480.25 ns |
58288.25 ns |
0.59 |
array/iteration/findall/bool |
129201.75 ns |
125954.25 ns |
1.03 |
array/iteration/findall/int |
146174.5 ns |
146617 ns |
1.00 |
array/iteration/findfirst/bool |
157204.75 ns |
155292.25 ns |
1.01 |
array/iteration/findfirst/int |
191912.75 ns |
189260 ns |
1.01 |
array/iteration/findmin/1d |
103654 ns |
103258.75 ns |
1.00 |
array/iteration/findmin/2d |
90551.25 ns |
90081.25 ns |
1.01 |
array/iteration/logical |
227973.25 ns |
226565.5 ns |
1.01 |
array/iteration/scalar |
307657 ns |
295931.5 ns |
1.04 |
array/permutedims/2d |
47783.25 ns |
70736 ns |
0.68 |
array/permutedims/3d |
57961 ns |
69253.5 ns |
0.84 |
array/permutedims/4d |
74281 ns |
50278.25 ns |
1.48 |
array/random/rand/Float32 |
44853.25 ns |
40065.75 ns |
1.12 |
array/random/rand/Int64 |
54655.75 ns |
48863 ns |
1.12 |
array/random/rand!/Float32 |
39685.75 ns |
65541 ns |
0.61 |
array/random/rand!/Int64 |
49058 ns |
69623.25 ns |
0.70 |
array/random/randn/Float32 |
70631.25 ns |
71161 ns |
0.99 |
array/random/randn!/Float32 |
57285.75 ns |
58721 ns |
0.98 |
array/reductions/mapreduce/Float32/1d |
82101 ns |
81621 ns |
1.01 |
array/reductions/mapreduce/Float32/dims=1 |
82861.25 ns |
56660.75 ns |
1.46 |
array/reductions/mapreduce/Float32/dims=1L |
838612 ns |
844514.25 ns |
0.99 |
array/reductions/mapreduce/Float32/dims=2 |
81718.75 ns |
74073.5 ns |
1.10 |
array/reductions/mapreduce/Float32/dims=2L |
136354.25 ns |
136524.5 ns |
1.00 |
array/reductions/mapreduce/Int64/1d |
82266 ns |
81663.5 ns |
1.01 |
array/reductions/mapreduce/Int64/dims=1 |
77741.25 ns |
73933.5 ns |
1.05 |
array/reductions/mapreduce/Int64/dims=1L |
842112.25 ns |
839174.25 ns |
1.00 |
array/reductions/mapreduce/Int64/dims=2 |
80413.5 ns |
75486.25 ns |
1.07 |
array/reductions/mapreduce/Int64/dims=2L |
137434.5 ns |
137611.75 ns |
1.00 |
array/reductions/reduce/Float32/1d |
81826.25 ns |
81541.25 ns |
1.00 |
array/reductions/reduce/Float32/dims=1 |
83023.75 ns |
70296 ns |
1.18 |
array/reductions/reduce/Float32/dims=1L |
839754.5 ns |
836984.25 ns |
1.00 |
array/reductions/reduce/Float32/dims=2 |
81046.25 ns |
75123.5 ns |
1.08 |
array/reductions/reduce/Float32/dims=2L |
136959.5 ns |
136774.25 ns |
1.00 |
array/reductions/reduce/Int64/1d |
78481.25 ns |
81368.75 ns |
0.96 |
array/reductions/reduce/Int64/dims=1 |
85493.75 ns |
74831 ns |
1.14 |
array/reductions/reduce/Int64/dims=1L |
844699.5 ns |
844554 ns |
1.00 |
array/reductions/reduce/Int64/dims=2 |
81663.75 ns |
75411.25 ns |
1.08 |
array/reductions/reduce/Int64/dims=2L |
137884.25 ns |
137047 ns |
1.01 |
array/reverse/1d |
42298.25 ns |
43458 ns |
0.97 |
array/reverse/1dL |
54366 ns |
70606 ns |
0.77 |
array/reverse/1dL_inplace |
55555.75 ns |
79671 ns |
0.70 |
array/reverse/1d_inplace |
36373 ns |
60390.75 ns |
0.60 |
array/reverse/2d |
47145.75 ns |
47625.75 ns |
0.99 |
array/reverse/2dL |
90248.75 ns |
57993.5 ns |
1.56 |
array/reverse/2dL_inplace |
66211 ns |
79096 ns |
0.84 |
array/reverse/2d_inplace |
36985.5 ns |
61191 ns |
0.60 |
array/sorting/1d |
327267.25 ns |
326449.5 ns |
1.00 |
gemm/tiled |
1958523.25 ns |
1961659.75 ns |
1.00 |
gemm/tiled_unbounded |
1974238.25 ns |
1960334.75 ns |
1.01 |
integration/byval/reference |
39901 ns |
39821 ns |
1.00 |
integration/byval/slices=1 |
39931 ns |
40830 ns |
0.98 |
integration/byval/slices=2 |
147002 ns |
130842 ns |
1.12 |
integration/byval/slices=3 |
239803 ns |
241884 ns |
0.99 |
integration/volumerhs |
4893940 ns |
4900148 ns |
1.00 |
kernel/indexing |
29640.5 ns |
41880.5 ns |
0.71 |
kernel/indexing_checked |
29840.5 ns |
37075.5 ns |
0.80 |
kernel/launch |
1170 ns |
1130 ns |
1.04 |
kernel/rand |
98979 ns |
70343.5 ns |
1.41 |
latency/import |
1449711665 ns |
1456646355 ns |
1.00 |
latency/precompile |
22905651598 ns |
22642954217 ns |
1.01 |
latency/ttfp |
2201433275 ns |
2251455325 ns |
0.98 |
stencil/diffusion3d |
1619138.25 ns |
1611230 ns |
1.00 |
stencil/diffusion3d_checked |
1658591.5 ns |
1655470.5 ns |
1.00 |
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The Documentation job has failed on
mainsince build 4275, and so on every PR since. The four doctests that useballotfail with "unsupported call to an unknown LLVM intrinsic". The only difference between the last green and the first red docs environment is GPUCompiler 2.8.2 → 2.9.0, which reportsllvmcalls of unknown intrinsics at compile time (JuliaGPU/GPUCompiler.jl#958). This is not only a docs problem:ballot,activemask,ballot_sync,any_syncandall_syncall go throughballot, which had two bugs:llvm.amdgcn.ballot.w64. That is not a valid name for the overloaded intrinsic, whose suffix is the result type (.i64). Julia compiles thellvmcalltojl_error("llvmcall only supports intrinsic calls"), and GPUCompiler 2.9.0 now rejects that on every target, wave32 included. The branches now use.i64and.i32.llvm.amdgcn.wavefrontsizebefore instruction selection, so the backend also selects the branch that never runs. On wave64, thei32ballot can't be selected (Cannot select: i32 = AMDGPUISD::SETCC), soballothas never compiled on MI250/MI300, with any GPUCompiler.finish_module!now foldsllvm.amdgcn.wavefrontsizeto the job's wavefront size, so that branch goes away before optimization.shfl,randomand the hostcall and printing code also get it as a constant now.Only the doctests covered
ballot, and they run on the wave32 Buildkite GPUs, where the broken branch was dead code. The new "Wavefront Ballot" testset indevice/wavefrontrunsballotat the native wavefront size and in wave64 mode, so it covers both branches on wave32 GPUs too.ballotover every other lane, on an MI250 (gfx90a, Julia 1.12). gfx1100 was only compiled, not run:main, GPUCompiler 2.8.2main, GPUCompiler 2.9.00x5555555555555555The full suite passes on the MI250 (2 GCDs, Julia 1.12, GPUCompiler 2.9.0): 17149 passed, 21 broken.
🤖 Generated with Claude Code