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AMDGPU.jl Benchmarks
Details
| Benchmark suite | Current: ba0404e | Previous: 8a66547 | Ratio |
|---|---|---|---|
amdgpu/synchronization/context/device |
547.5 ns |
550 ns |
1.00 |
amdgpu/synchronization/stream/blocking |
225 ns |
222.5 ns |
1.01 |
amdgpu/synchronization/stream/nonblocking |
305 ns |
307.5 ns |
0.99 |
applications/bitonic_sort |
1127180.75 ns |
1160103.75 ns |
0.97 |
applications/convolution |
72141 ns |
72376 ns |
1.00 |
applications/floyd_warshall |
9023781.25 ns |
9100856.25 ns |
0.99 |
applications/histogram |
806093.75 ns |
798998.75 ns |
1.01 |
applications/prefix_sum |
187992.75 ns |
190535 ns |
0.99 |
array/accumulate/Float32/1d |
69691 ns |
79346 ns |
0.88 |
array/accumulate/Float32/dims=1 |
285226.5 ns |
271536.25 ns |
1.05 |
array/accumulate/Float32/dims=1L |
83868.75 ns |
72536 ns |
1.16 |
array/accumulate/Float32/dims=2 |
74618.5 ns |
74041 ns |
1.01 |
array/accumulate/Float32/dims=2L |
3028477.5 ns |
2834326.75 ns |
1.07 |
array/accumulate/Int64/1d |
79803.5 ns |
79098.5 ns |
1.01 |
array/accumulate/Int64/dims=1 |
248723.5 ns |
248393.25 ns |
1.00 |
array/accumulate/Int64/dims=1L |
88681.25 ns |
89128.75 ns |
0.99 |
array/accumulate/Int64/dims=2 |
75586 ns |
76041 ns |
0.99 |
array/accumulate/Int64/dims=2L |
3389059.75 ns |
3139866 ns |
1.08 |
array/broadcast |
43978.25 ns |
50443.25 ns |
0.87 |
array/construct |
2192.5 ns |
2247.5 ns |
0.98 |
array/copy |
39413 ns |
39278 ns |
1.00 |
array/copyto!/cpu_to_gpu |
85866.25 ns |
85676.25 ns |
1.00 |
array/copyto!/gpu_to_cpu |
85896 ns |
85591.25 ns |
1.00 |
array/copyto!/gpu_to_gpu |
58961 ns |
58288.25 ns |
1.01 |
array/iteration/findall/bool |
128669.25 ns |
125954.25 ns |
1.02 |
array/iteration/findall/int |
144622 ns |
146617 ns |
0.99 |
array/iteration/findfirst/bool |
156462.25 ns |
155292.25 ns |
1.01 |
array/iteration/findfirst/int |
191840.25 ns |
189260 ns |
1.01 |
array/iteration/findmin/1d |
103671.5 ns |
103258.75 ns |
1.00 |
array/iteration/findmin/2d |
90151.25 ns |
90081.25 ns |
1.00 |
array/iteration/logical |
227883.25 ns |
226565.5 ns |
1.01 |
array/iteration/scalar |
296136.75 ns |
295931.5 ns |
1.00 |
array/permutedims/2d |
70831 ns |
70736 ns |
1.00 |
array/permutedims/3d |
47465.75 ns |
69253.5 ns |
0.69 |
array/permutedims/4d |
75038.75 ns |
50278.25 ns |
1.49 |
array/random/rand/Float32 |
46080.75 ns |
40065.75 ns |
1.15 |
array/random/rand/Int64 |
55490.75 ns |
48863 ns |
1.14 |
array/random/rand!/Float32 |
44710.5 ns |
65541 ns |
0.68 |
array/random/rand!/Int64 |
57668.25 ns |
69623.25 ns |
0.83 |
array/random/randn/Float32 |
69196 ns |
71161 ns |
0.97 |
array/random/randn!/Float32 |
81926 ns |
58721 ns |
1.40 |
array/reductions/mapreduce/Float32/1d |
81693.75 ns |
81621 ns |
1.00 |
array/reductions/mapreduce/Float32/dims=1 |
74416.25 ns |
56660.75 ns |
1.31 |
array/reductions/mapreduce/Float32/dims=1L |
840539.25 ns |
844514.25 ns |
1.00 |
array/reductions/mapreduce/Float32/dims=2 |
75808.75 ns |
74073.5 ns |
1.02 |
array/reductions/mapreduce/Float32/dims=2L |
136992 ns |
136524.5 ns |
1.00 |
array/reductions/mapreduce/Int64/1d |
81546 ns |
81663.5 ns |
1.00 |
array/reductions/mapreduce/Int64/dims=1 |
74981 ns |
73933.5 ns |
1.01 |
array/reductions/mapreduce/Int64/dims=1L |
842879.5 ns |
839174.25 ns |
1.00 |
array/reductions/mapreduce/Int64/dims=2 |
75191 ns |
75486.25 ns |
1.00 |
array/reductions/mapreduce/Int64/dims=2L |
137824.25 ns |
137611.75 ns |
1.00 |
array/reductions/reduce/Float32/1d |
81348.5 ns |
81541.25 ns |
1.00 |
array/reductions/reduce/Float32/dims=1 |
74341.25 ns |
70296 ns |
1.06 |
array/reductions/reduce/Float32/dims=1L |
839396.75 ns |
836984.25 ns |
1.00 |
array/reductions/reduce/Float32/dims=2 |
75016 ns |
75123.5 ns |
1.00 |
array/reductions/reduce/Float32/dims=2L |
136919.5 ns |
136774.25 ns |
1.00 |
array/reductions/reduce/Int64/1d |
81423.5 ns |
81368.75 ns |
1.00 |
array/reductions/reduce/Int64/dims=1 |
74696 ns |
74831 ns |
1.00 |
array/reductions/reduce/Int64/dims=1L |
843806.75 ns |
844554 ns |
1.00 |
array/reductions/reduce/Int64/dims=2 |
74978.5 ns |
75411.25 ns |
0.99 |
array/reductions/reduce/Int64/dims=2L |
137827 ns |
137047 ns |
1.01 |
array/reverse/1d |
43200.5 ns |
43458 ns |
0.99 |
array/reverse/1dL |
69886 ns |
70606 ns |
0.99 |
array/reverse/1dL_inplace |
79388.75 ns |
79671 ns |
1.00 |
array/reverse/1d_inplace |
33625.5 ns |
60390.75 ns |
0.56 |
array/reverse/2d |
47708.25 ns |
47625.75 ns |
1.00 |
array/reverse/2dL |
57253.25 ns |
57993.5 ns |
0.99 |
array/reverse/2dL_inplace |
79476.25 ns |
79096 ns |
1.00 |
array/reverse/2d_inplace |
60936 ns |
61191 ns |
1.00 |
array/sorting/1d |
323484.5 ns |
326449.5 ns |
0.99 |
gemm/tiled |
2888903 ns |
1961659.75 ns |
1.47 |
gemm/tiled_unbounded |
1956694.75 ns |
1960334.75 ns |
1.00 |
integration/byval/reference |
39611 ns |
39821 ns |
0.99 |
integration/byval/slices=1 |
40481 ns |
40830 ns |
0.99 |
integration/byval/slices=2 |
158163 ns |
130842 ns |
1.21 |
integration/byval/slices=3 |
240243 ns |
241884 ns |
0.99 |
integration/volumerhs |
4877228 ns |
4900148 ns |
1.00 |
kernel/indexing |
35395.5 ns |
41880.5 ns |
0.85 |
kernel/indexing_checked |
57765.75 ns |
37075.5 ns |
1.56 |
kernel/launch |
1155 ns |
1130 ns |
1.02 |
kernel/rand |
70338.5 ns |
70343.5 ns |
1.00 |
latency/import |
1457911761 ns |
1456646355 ns |
1.00 |
latency/precompile |
22612886279 ns |
22642954217 ns |
1.00 |
latency/ttfp |
2246180072 ns |
2251455325 ns |
1.00 |
stencil/diffusion3d |
1616775.25 ns |
1611230 ns |
1.00 |
stencil/diffusion3d_checked |
1658688.25 ns |
1655470.5 ns |
1.00 |
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On a task with no AMDGPU state yet,
context!(ctx)created that state onctxand returnednothing, socontext!(f, ctx)anddevice!(f, dev)never switched back and left the task ondev.context!now starts from the default state, so there is always a context to switch back to. This also drops thectx.validcheck, which can no longer fail since #605.pool_cleanupwrappedreclaim()inHIP.device!, butreclaimreads the task-local device, so it trimmed the wrong device's pool. It now usesAMDGPU.device!.Items 2 and 4 of #1105. The new
multi_gputest fails onmainand passes here (mi200, 2 GCDs).🤖 Generated with Claude Code