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tkf / ThreadsX.jl

Parallelized Base functions
MIT License
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Require SplittablesBase 0.1.8 #116

Closed tkf closed 4 years ago

tkf commented 4 years ago

To really fix foreach(f, other arguments..., product(A, B)) (#113).

codecov[bot] commented 4 years ago

Codecov Report

Merging #116 into master will not change coverage. The diff coverage is n/a.

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@@           Coverage Diff           @@
##           master     #116   +/-   ##
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  Coverage   78.88%   78.88%           
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  Files           8        8           
  Lines         412      412           
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  Hits          325      325           
  Misses         87       87

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Benchmark result # Judge result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmarks: - Target: 28 Jun 2020 - 10:26 - Baseline: 28 Jun 2020 - 10:32 * Package commits: - Target: e53163 - Baseline: ab83e0 * Julia commits: - Target: 44fa15 - Baseline: 44fa15 * Julia command flags: - Target: None - Baseline: None * Environment variables: - Target: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 2` - Baseline: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 2` ## Results A ratio greater than `1.0` denotes a possible regression (marked with :x:), while a ratio less than `1.0` denotes a possible improvement (marked with :white_check_mark:). Only significant results - results that indicate possible regressions or improvements - are shown below (thus, an empty table means that all benchmark results remained invariant between builds). | ID | time ratio | memory ratio | |--------------------------------------------------------------------|------------------------------|------------------------------| | `["findfirst", "0%", "tx-noterm"]` | 1.08 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx-noterm"]` | 0.99 (5%) | 1.07 (1%) :x: | | `["findfirst", "20%", "tx-noterm"]` | 0.98 (5%) | 1.08 (1%) :x: | | `["findfirst", "30%", "tx-noterm"]` | 0.85 (5%) :white_check_mark: | 1.00 (1%) | | `["findfirst", "50%", "tx-noterm"]` | 0.99 (5%) | 0.91 (1%) :white_check_mark: | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 1.33 (5%) :x: | 1.00 (1%) | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 1.33 (5%) :x: | 1.00 (1%) | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 0.95 (5%) :white_check_mark: | 1.00 (1%) | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 0.95 (5%) :white_check_mark: | 1.00 (1%) | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["findfirst", "0%"]` - `["findfirst", "10%"]` - `["findfirst", "20%"]` - `["findfirst", "30%"]` - `["findfirst", "40%"]` - `["findfirst", "50%"]` - `["foreach", "base"]` - `["foreach", "broadcast"]` - `["foreach", "tx"]` - `["foreach_seq", "base"]` - `["foreach_seq", "tx"]` - `["foreach_seq_double", "cartesian"]` - `["foreach_seq_double", "cartesian", "tx"]` - `["foreach_seq_double", "linear"]` - `["foreach_seq_double", "linear", "tx"]` - `["foreach_seq_sum_many", ":nvecs => 8"]` - `["foreach_seq_sum_many", ":nvecs => 8", "tx"]` - `["sort", "F64 (narrow)"]` - `["sort", "F64 (wide)"]` - `["sort", "I64 (narrow)"]` - `["sort", "I64 (wide)"]` - `["sort", "reversed"]` - `["sort", "sorted"]` - `["unique", "rand(1:10, 1000000)"]` - `["unique", "rand(1:1000, 1000000)"]` ## Julia versioninfo ### Target ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1028-azure #29~18.04.1-Ubuntu SMP Fri Jun 5 14:32:34 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz: speed user nice sys idle irq #1 2294 MHz 48021 s 0 s 2770 s 47022 s 0 s #2 2294 MHz 58018 s 0 s 2823 s 32252 s 0 s Memory: 6.764884948730469 GB (2008.28125 MB free) Uptime: 1063.0 sec Load Avg: 1.31787109375 1.3779296875 1.01611328125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, broadwell) ``` ### Baseline ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1028-azure #29~18.04.1-Ubuntu SMP Fri Jun 5 14:32:34 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz: speed user nice sys idle irq #1 2294 MHz 70616 s 0 s 3582 s 57341 s 0 s #2 2294 MHz 80506 s 0 s 3422 s 42848 s 0 s Memory: 6.764884948730469 GB (2344.5546875 MB free) Uptime: 1402.0 sec Load Avg: 1.30810546875 1.39892578125 1.134765625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, broadwell) ``` --- # Target result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 28 Jun 2020 - 10:26 * Package commit: e53163 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 2` ## Results Below is a table of this job's results, obtained by running the benchmarks. The values listed in the `ID` column have the structure `[parent_group, child_group, ..., key]`, and can be used to index into the BaseBenchmarks suite to retrieve the corresponding benchmarks. The percentages accompanying time and memory values in the below table are noise tolerances. The "true" time/memory value for a given benchmark is expected to fall within this percentage of the reported value. An empty cell means that the value was zero. | ID | time | GC time | memory | allocations | |--------------------------------------------------------------------|----------------:|----------:|----------------:|------------:| | `["findfirst", "0%", "base"]` | 2.799 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 22.900 μs (5%) | | 11.95 KiB (1%) | 218 | | `["findfirst", "0%", "tx-noterm"]` | 20.300 μs (5%) | | 11.97 KiB (1%) | 218 | | `["findfirst", "0%", "tx-seq"]` | 201.743 ns (5%) | | 544 bytes (1%) | 14 | | `["findfirst", "10%", "base"]` | 59.300 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 66.000 μs (5%) | | 14.36 KiB (1%) | 266 | | `["findfirst", "10%", "tx-noterm"]` | 173.500 μs (5%) | | 32.89 KiB (1%) | 602 | | `["findfirst", "10%", "tx-seq"]` | 59.699 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "20%", "base"]` | 117.300 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 120.200 μs (5%) | | 21.33 KiB (1%) | 393 | | `["findfirst", "20%", "tx-noterm"]` | 171.500 μs (5%) | | 32.94 KiB (1%) | 605 | | `["findfirst", "20%", "tx-seq"]` | 117.999 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "30%", "base"]` | 175.999 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 168.500 μs (5%) | | 28.27 KiB (1%) | 520 | | `["findfirst", "30%", "tx-noterm"]` | 162.000 μs (5%) | | 28.30 KiB (1%) | 521 | | `["findfirst", "30%", "tx-seq"]` | 176.200 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "40%", "base"]` | 234.899 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 231.399 μs (5%) | | 35.31 KiB (1%) | 651 | | `["findfirst", "40%", "tx-noterm"]` | 214.700 μs (5%) | | 35.30 KiB (1%) | 649 | | `["findfirst", "40%", "tx-seq"]` | 234.800 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "50%", "base"]` | 292.800 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 258.500 μs (5%) | | 37.72 KiB (1%) | 699 | | `["findfirst", "50%", "tx-noterm"]` | 293.200 μs (5%) | | 49.28 KiB (1%) | 910 | | `["findfirst", "50%", "tx-seq"]` | 293.100 μs (5%) | | 560 bytes (1%) | 15 | | `["foreach", "base", "A .= B .+ B'"]` | 386.382 ms (5%) | 37.211 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 220.123 ms (5%) | 25.389 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 14.461 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 9.142 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 7.317 ms (5%) | | 25.92 KiB (1%) | 359 | | `["foreach", "tx", "A .= B .+ C"]` | 4.902 ms (5%) | | 12.75 KiB (1%) | 124 | | `["foreach_seq", "base", "Matrix"]` | 560.703 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.863 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 560.603 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 563.903 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 900.004 μs (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 560.502 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 19.800 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 20.200 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 20.400 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 20.300 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 101.809 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 101.917 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 104.803 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 104.162 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 2.122 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 2.122 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 2.600 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 2.589 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.165 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.520 ms (5%) | | 1.19 MiB (1%) | 534 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.517 ms (5%) | | 965.09 KiB (1%) | 1225 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.504 ms (5%) | | 1.02 MiB (1%) | 1245 | | `["sort", "F64 (wide)", "Base"]` | 5.214 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.579 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 4.647 ms (5%) | | 1.01 MiB (1%) | 2147 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 5.335 ms (5%) | | 1.39 MiB (1%) | 2196 | | `["sort", "I64 (narrow)", "Base"]` | 129.500 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 132.900 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 132.800 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 132.900 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.124 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 3.892 ms (5%) | | 1.19 MiB (1%) | 555 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 3.801 ms (5%) | | 1.01 MiB (1%) | 2237 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 4.579 ms (5%) | | 1.40 MiB (1%) | 2271 | | `["sort", "reversed", "Base"]` | 643.504 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.186 ms (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.075 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.486 ms (5%) | | 1.36 MiB (1%) | 1905 | | `["sort", "sorted", "Base"]` | 609.604 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 855.405 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.106 ms (5%) | | 998.77 KiB (1%) | 1872 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.249 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.240 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.503 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 7.670 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 4.828 ms (5%) | | 1.07 MiB (1%) | 1186 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["findfirst", "0%"]` - `["findfirst", "10%"]` - `["findfirst", "20%"]` - `["findfirst", "30%"]` - `["findfirst", "40%"]` - `["findfirst", "50%"]` - `["foreach", "base"]` - `["foreach", "broadcast"]` - `["foreach", "tx"]` - `["foreach_seq", "base"]` - `["foreach_seq", "tx"]` - `["foreach_seq_double", "cartesian"]` - `["foreach_seq_double", "cartesian", "tx"]` - `["foreach_seq_double", "linear"]` - `["foreach_seq_double", "linear", "tx"]` - `["foreach_seq_sum_many", ":nvecs => 8"]` - `["foreach_seq_sum_many", ":nvecs => 8", "tx"]` - `["sort", "F64 (narrow)"]` - `["sort", "F64 (wide)"]` - `["sort", "I64 (narrow)"]` - `["sort", "I64 (wide)"]` - `["sort", "reversed"]` - `["sort", "sorted"]` - `["unique", "rand(1:10, 1000000)"]` - `["unique", "rand(1:1000, 1000000)"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1028-azure #29~18.04.1-Ubuntu SMP Fri Jun 5 14:32:34 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz: speed user nice sys idle irq #1 2294 MHz 48021 s 0 s 2770 s 47022 s 0 s #2 2294 MHz 58018 s 0 s 2823 s 32252 s 0 s Memory: 6.764884948730469 GB (2008.28125 MB free) Uptime: 1063.0 sec Load Avg: 1.31787109375 1.3779296875 1.01611328125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, broadwell) ``` --- # Baseline result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 28 Jun 2020 - 10:32 * Package commit: ab83e0 * Julia commit: 44fa15 * Julia command flags: None * Environment variables: `OMP_NUM_THREADS => 1` `JULIA_NUM_THREADS => 2` ## Results Below is a table of this job's results, obtained by running the benchmarks. The values listed in the `ID` column have the structure `[parent_group, child_group, ..., key]`, and can be used to index into the BaseBenchmarks suite to retrieve the corresponding benchmarks. The percentages accompanying time and memory values in the below table are noise tolerances. The "true" time/memory value for a given benchmark is expected to fall within this percentage of the reported value. An empty cell means that the value was zero. | ID | time | GC time | memory | allocations | |--------------------------------------------------------------------|----------------:|----------:|----------------:|------------:| | `["findfirst", "0%", "base"]` | 2.800 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 22.700 μs (5%) | | 11.95 KiB (1%) | 218 | | `["findfirst", "0%", "tx-noterm"]` | 18.800 μs (5%) | | 11.97 KiB (1%) | 218 | | `["findfirst", "0%", "tx-seq"]` | 197.623 ns (5%) | | 544 bytes (1%) | 14 | | `["findfirst", "10%", "base"]` | 59.600 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 67.201 μs (5%) | | 14.36 KiB (1%) | 266 | | `["findfirst", "10%", "tx-noterm"]` | 175.000 μs (5%) | | 30.61 KiB (1%) | 563 | | `["findfirst", "10%", "tx-seq"]` | 59.700 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "20%", "base"]` | 117.301 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 122.400 μs (5%) | | 21.34 KiB (1%) | 394 | | `["findfirst", "20%", "tx-noterm"]` | 175.300 μs (5%) | | 30.59 KiB (1%) | 562 | | `["findfirst", "20%", "tx-seq"]` | 118.100 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "30%", "base"]` | 176.500 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 169.401 μs (5%) | | 28.27 KiB (1%) | 520 | | `["findfirst", "30%", "tx-noterm"]` | 189.701 μs (5%) | | 28.30 KiB (1%) | 521 | | `["findfirst", "30%", "tx-seq"]` | 176.101 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "40%", "base"]` | 234.700 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 228.601 μs (5%) | | 35.30 KiB (1%) | 650 | | `["findfirst", "40%", "tx-noterm"]` | 224.200 μs (5%) | | 35.31 KiB (1%) | 650 | | `["findfirst", "40%", "tx-seq"]` | 234.801 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "50%", "base"]` | 293.101 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 255.301 μs (5%) | | 37.70 KiB (1%) | 698 | | `["findfirst", "50%", "tx-noterm"]` | 297.101 μs (5%) | | 53.91 KiB (1%) | 993 | | `["findfirst", "50%", "tx-seq"]` | 293.101 μs (5%) | | 560 bytes (1%) | 15 | | `["foreach", "base", "A .= B .+ B'"]` | 405.853 ms (5%) | 32.226 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 215.946 ms (5%) | 31.856 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 14.738 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 9.210 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 7.292 ms (5%) | | 25.94 KiB (1%) | 360 | | `["foreach", "tx", "A .= B .+ C"]` | 4.815 ms (5%) | | 12.75 KiB (1%) | 124 | | `["foreach_seq", "base", "Matrix"]` | 560.900 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.886 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 560.701 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 564.200 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 877.101 μs (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 560.700 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 20.200 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 20.400 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 20.200 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 20.100 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 104.149 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 100.000 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 100.000 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 100.000 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 1.600 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 1.600 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 2.500 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 2.500 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.166 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.513 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.464 ms (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.530 ms (5%) | | 1.02 MiB (1%) | 1244 | | `["sort", "F64 (wide)", "Base"]` | 5.136 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.607 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 4.653 ms (5%) | | 1.01 MiB (1%) | 2145 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 5.303 ms (5%) | | 1.39 MiB (1%) | 2196 | | `["sort", "I64 (narrow)", "Base"]` | 129.400 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 131.500 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 131.500 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 131.801 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.140 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 3.879 ms (5%) | | 1.19 MiB (1%) | 553 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 3.877 ms (5%) | | 1.01 MiB (1%) | 2237 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 4.491 ms (5%) | | 1.40 MiB (1%) | 2271 | | `["sort", "reversed", "Base"]` | 643.601 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.192 ms (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.134 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.494 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["sort", "sorted", "Base"]` | 609.101 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 839.501 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.170 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.239 ms (5%) | | 1.36 MiB (1%) | 1903 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.214 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.443 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 7.612 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 4.815 ms (5%) | | 1.07 MiB (1%) | 1186 | ## Benchmark Group List Here's a list of all the benchmark groups executed by this job: - `["findfirst", "0%"]` - `["findfirst", "10%"]` - `["findfirst", "20%"]` - `["findfirst", "30%"]` - `["findfirst", "40%"]` - `["findfirst", "50%"]` - `["foreach", "base"]` - `["foreach", "broadcast"]` - `["foreach", "tx"]` - `["foreach_seq", "base"]` - `["foreach_seq", "tx"]` - `["foreach_seq_double", "cartesian"]` - `["foreach_seq_double", "cartesian", "tx"]` - `["foreach_seq_double", "linear"]` - `["foreach_seq_double", "linear", "tx"]` - `["foreach_seq_sum_many", ":nvecs => 8"]` - `["foreach_seq_sum_many", ":nvecs => 8", "tx"]` - `["sort", "F64 (narrow)"]` - `["sort", "F64 (wide)"]` - `["sort", "I64 (narrow)"]` - `["sort", "I64 (wide)"]` - `["sort", "reversed"]` - `["sort", "sorted"]` - `["unique", "rand(1:10, 1000000)"]` - `["unique", "rand(1:1000, 1000000)"]` ## Julia versioninfo ``` Julia Version 1.4.2 Commit 44fa15b150* (2020-05-23 18:35 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.3.0-1028-azure #29~18.04.1-Ubuntu SMP Fri Jun 5 14:32:34 UTC 2020 x86_64 x86_64 CPU: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz: speed user nice sys idle irq #1 2294 MHz 70616 s 0 s 3582 s 57341 s 0 s #2 2294 MHz 80506 s 0 s 3422 s 42848 s 0 s Memory: 6.764884948730469 GB (2344.5546875 MB free) Uptime: 1402.0 sec Load Avg: 1.30810546875 1.39892578125 1.134765625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, broadwell) ``` --- # Runtime information | Runtime Info | | |:--|:--| | BLAS #threads | 2 | | `BLAS.vendor()` | `openblas64` | | `Sys.CPU_THREADS` | 2 | `lscpu` output: Architecture: x86_64 CPU op-mode(s): 32-bit, 64-bit Byte Order: Little Endian CPU(s): 2 On-line CPU(s) list: 0,1 Thread(s) per core: 1 Core(s) per socket: 2 Socket(s): 1 NUMA node(s): 1 Vendor ID: GenuineIntel CPU family: 6 Model: 79 Model name: Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz Stepping: 1 CPU MHz: 2294.687 BogoMIPS: 4589.37 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 256K L3 cache: 51200K NUMA node0 CPU(s): 0,1 Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx smap xsaveopt md_clear | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz | | Vendor | :Intel | | Architecture | :Broadwell | | Model | Family: 0x06, Model: 0x4f, Stepping: 0x01, Type: 0x00 | | Cores | 2 physical cores, 2 logical cores (on executing CPU) | | | No Hyperthreading detected | | Clock Frequencies | Not supported by CPU | | Data Cache | Level 1:3 : (32, 256, 51200) kbytes | | | 64 byte cache line size | | Address Size | 48 bits virtual, 44 bits physical | | SIMD | 256 bit = 32 byte max. SIMD vector size | | Time Stamp Counter | TSC is accessible via `rdtsc` | | | TSC increased at every clock cycle (non-invariant TSC) | | Perf. Monitoring | Performance Monitoring Counters (PMC) are not supported | | Hypervisor | Yes, Microsoft |