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AMDGPU.jl Benchmarks
Details
| Benchmark suite | Current: b05f351 | Previous: 16f5974 | Ratio |
|---|---|---|---|
amdgpu/synchronization/context/device |
550 ns |
755 ns |
0.73 |
amdgpu/synchronization/stream/blocking |
230 ns |
317.5 ns |
0.72 |
amdgpu/synchronization/stream/nonblocking |
310 ns |
432.25 ns |
0.72 |
array/accumulate/Float32/1d |
73244 ns |
97092.25 ns |
0.75 |
array/accumulate/Float32/dims=1 |
248444.5 ns |
299718.5 ns |
0.83 |
array/accumulate/Float32/dims=1L |
79688.75 ns |
121446.75 ns |
0.66 |
array/accumulate/Float32/dims=2 |
71968.75 ns |
130896.75 ns |
0.55 |
array/accumulate/Float32/dims=2L |
2617124.75 ns |
2806321.5 ns |
0.93 |
array/accumulate/Int64/1d |
77849 ns |
113217 ns |
0.69 |
array/accumulate/Int64/dims=1 |
242724.5 ns |
269376.25 ns |
0.90 |
array/accumulate/Int64/dims=1L |
84306.5 ns |
144501.75 ns |
0.58 |
array/accumulate/Int64/dims=2 |
83984 ns |
127879.25 ns |
0.66 |
array/accumulate/Int64/dims=2L |
2892025.5 ns |
2948585.75 ns |
0.98 |
array/broadcast |
73151.25 ns |
64054.75 ns |
1.14 |
array/construct |
2027.5 ns |
3220 ns |
0.63 |
array/copy |
36905.5 ns |
39815 ns |
0.93 |
array/copyto!/cpu_to_gpu |
111524.75 ns |
94539.5 ns |
1.18 |
array/copyto!/gpu_to_cpu |
110772.25 ns |
95039.5 ns |
1.17 |
array/copyto!/gpu_to_gpu |
48313.25 ns |
42115 ns |
1.15 |
array/iteration/findall/bool |
138179.25 ns |
198036.5 ns |
0.70 |
array/iteration/findall/int |
150259.5 ns |
207411.5 ns |
0.72 |
array/iteration/findfirst/bool |
146234.5 ns |
167311.75 ns |
0.87 |
array/iteration/findfirst/int |
145174.5 ns |
155156.75 ns |
0.94 |
array/iteration/findmin/1d |
112614 ns |
179444.25 ns |
0.63 |
array/iteration/findmin/2d |
108961.5 ns |
161089.25 ns |
0.68 |
array/iteration/logical |
247388.25 ns |
317088.25 ns |
0.78 |
array/iteration/scalar |
296551.5 ns |
343653.25 ns |
0.86 |
array/permutedims/2d |
72169 ns |
82694.75 ns |
0.87 |
array/permutedims/3d |
71301.25 ns |
82232.25 ns |
0.87 |
array/permutedims/4d |
73846.25 ns |
84369.75 ns |
0.88 |
array/random/rand/Float32 |
45208.5 ns |
53677.5 ns |
0.84 |
array/random/rand/Int64 |
54011 ns |
66274.75 ns |
0.81 |
array/random/rand!/Float32 |
65121.25 ns |
49389.75 ns |
1.32 |
array/random/rand!/Int64 |
53471 ns |
59654.75 ns |
0.90 |
array/random/randn/Float32 |
79321.5 ns |
93112.25 ns |
0.85 |
array/random/randn!/Float32 |
80596.5 ns |
69269.75 ns |
1.16 |
array/reductions/mapreduce/Float32/1d |
97961.25 ns |
141249.25 ns |
0.69 |
array/reductions/mapreduce/Float32/dims=1 |
84738.75 ns |
105462 ns |
0.80 |
array/reductions/mapreduce/Float32/dims=1L |
830031 ns |
862533.5 ns |
0.96 |
array/reductions/mapreduce/Float32/dims=2 |
84221.25 ns |
108059.5 ns |
0.78 |
array/reductions/mapreduce/Float32/dims=2L |
142407.75 ns |
155446.75 ns |
0.92 |
array/reductions/mapreduce/Int64/1d |
97658.75 ns |
140932 ns |
0.69 |
array/reductions/mapreduce/Int64/dims=1 |
83453.5 ns |
104764.5 ns |
0.80 |
array/reductions/mapreduce/Int64/dims=1L |
831688.25 ns |
860696 ns |
0.97 |
array/reductions/mapreduce/Int64/dims=2 |
84576 ns |
107757 ns |
0.78 |
array/reductions/mapreduce/Int64/dims=2L |
145124.25 ns |
163496.75 ns |
0.89 |
array/reductions/reduce/Float32/1d |
98161.25 ns |
145184.25 ns |
0.68 |
array/reductions/reduce/Float32/dims=1 |
86813.75 ns |
105042 ns |
0.83 |
array/reductions/reduce/Float32/dims=1L |
829623.5 ns |
856898.25 ns |
0.97 |
array/reductions/reduce/Float32/dims=2 |
84368.75 ns |
106659.5 ns |
0.79 |
array/reductions/reduce/Float32/dims=2L |
144459.5 ns |
161129.25 ns |
0.90 |
array/reductions/reduce/Int64/1d |
98753.75 ns |
141302 ns |
0.70 |
array/reductions/reduce/Int64/dims=1 |
84486 ns |
105144.5 ns |
0.80 |
array/reductions/reduce/Int64/dims=1L |
834881 ns |
851721 ns |
0.98 |
array/reductions/reduce/Int64/dims=2 |
84691.25 ns |
107839.5 ns |
0.79 |
array/reductions/reduce/Int64/dims=2L |
144876.75 ns |
162989.25 ns |
0.89 |
array/reverse/1d |
45693 ns |
53687.25 ns |
0.85 |
array/reverse/1dL |
70586 ns |
78502.25 ns |
0.90 |
array/reverse/1dL_inplace |
80313.5 ns |
62952.25 ns |
1.28 |
array/reverse/1d_inplace |
60795.75 ns |
45130 ns |
1.35 |
array/reverse/2d |
50175.75 ns |
55499.75 ns |
0.90 |
array/reverse/2dL |
82723.5 ns |
111822 ns |
0.74 |
array/reverse/2dL_inplace |
75833.5 ns |
74057 ns |
1.02 |
array/reverse/2d_inplace |
55493.25 ns |
49312.25 ns |
1.13 |
array/sorting/1d |
336523.25 ns |
359238.75 ns |
0.94 |
integration/byval/reference |
38900 ns |
41860 ns |
0.93 |
integration/byval/slices=1 |
39881 ns |
42700 ns |
0.93 |
integration/byval/slices=2 |
155333 ns |
133939 ns |
1.16 |
integration/byval/slices=3 |
238334 ns |
239880 ns |
0.99 |
integration/volumerhs |
5013417 ns |
4916200 ns |
1.02 |
kernel/indexing |
49345.5 ns |
44594.75 ns |
1.11 |
kernel/indexing_checked |
59145.75 ns |
47782.25 ns |
1.24 |
kernel/launch |
1422.5 ns |
1785 ns |
0.80 |
kernel/rand |
98486.25 ns |
110472 ns |
0.89 |
latency/import |
1706991022 ns |
2242598207 ns |
0.76 |
latency/precompile |
40075227986 ns |
52102215931 ns |
0.77 |
latency/ttfp |
2333714860 ns |
3070234127 ns |
0.76 |
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Relates to #1040. Follow-up to #1001.
#1001 moved the rocSPARSE version query into a subprocess so a segfault on a broken ROCm install (#920) degrades to
errinstead of killing the session. But the child ranusing AMDGPUunder the active project which is expensive.The child now uses
Base.Libc.Libdlonly: it dlopenslibrocsparseby the absolute path the parent already knows and callsrocsparse_create_handle/rocsparse_get_versiondirectly. The result is memoized for the session.cc @simeonschaub