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tkf / ThreadsX.jl

Parallelized Base functions
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Let create-pull-request trigger CI via `on: push` #121

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tkf commented 4 years ago

close #120

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Benchmark result # Judge result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmarks: - Target: 29 Jun 2020 - 01:24 - Baseline: 29 Jun 2020 - 01:30 * Package commits: - Target: 26ac19 - Baseline: 39d436 * 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-seq"]` | 1.20 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx-noterm"]` | 1.01 (5%) | 0.72 (1%) :white_check_mark: | | `["findfirst", "20%", "tx"]` | 1.05 (5%) :x: | 1.00 (1%) | | `["findfirst", "20%", "tx-noterm"]` | 1.00 (5%) | 1.29 (1%) :x: | | `["foreach", "base", "A .= B .+ B'"]` | 0.90 (5%) :white_check_mark: | 1.00 (1%) | | `["foreach", "tx", "A .= B .+ C"]` | 0.87 (5%) :white_check_mark: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 1.09 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 1.09 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 1.09 (5%) :x: | 1.00 (1%) | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 1.29 (5%) :x: | 1.00 (1%) | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 1.29 (5%) :x: | 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 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 58248 s 0 s 2750 s 24773 s 0 s #2 2394 MHz 50555 s 0 s 2549 s 32864 s 0 s Memory: 6.764884948730469 GB (2032.0 MB free) Uptime: 879.0 sec Load Avg: 1.3427734375 1.326171875 0.89111328125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` ### 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 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 83768 s 0 s 3600 s 32705 s 0 s #2 2394 MHz 70888 s 0 s 3092 s 46357 s 0 s Memory: 6.764884948730469 GB (2495.1328125 MB free) Uptime: 1224.0 sec Load Avg: 1.24609375 1.3291015625 1.03662109375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # Target result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 29 Jun 2020 - 1:24 * Package commit: 26ac19 * 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"]` | 3.699 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 26.500 μs (5%) | | 11.97 KiB (1%) | 219 | | `["findfirst", "0%", "tx-noterm"]` | 23.900 μs (5%) | | 12.02 KiB (1%) | 221 | | `["findfirst", "0%", "tx-seq"]` | 330.672 ns (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "10%", "base"]` | 78.300 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 82.700 μs (5%) | | 14.44 KiB (1%) | 271 | | `["findfirst", "10%", "tx-noterm"]` | 216.000 μs (5%) | | 23.77 KiB (1%) | 443 | | `["findfirst", "10%", "tx-seq"]` | 78.600 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "20%", "base"]` | 155.999 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 152.800 μs (5%) | | 21.42 KiB (1%) | 399 | | `["findfirst", "20%", "tx-noterm"]` | 211.900 μs (5%) | | 30.77 KiB (1%) | 573 | | `["findfirst", "20%", "tx-seq"]` | 156.400 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "30%", "base"]` | 233.900 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 205.600 μs (5%) | | 28.34 KiB (1%) | 525 | | `["findfirst", "30%", "tx-noterm"]` | 233.500 μs (5%) | | 28.41 KiB (1%) | 528 | | `["findfirst", "30%", "tx-seq"]` | 234.299 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "40%", "base"]` | 311.699 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 277.500 μs (5%) | | 35.39 KiB (1%) | 656 | | `["findfirst", "40%", "tx-noterm"]` | 260.900 μs (5%) | | 35.42 KiB (1%) | 657 | | `["findfirst", "40%", "tx-seq"]` | 312.199 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "50%", "base"]` | 389.600 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 323.600 μs (5%) | | 37.84 KiB (1%) | 707 | | `["findfirst", "50%", "tx-noterm"]` | 342.400 μs (5%) | | 54.02 KiB (1%) | 1002 | | `["findfirst", "50%", "tx-seq"]` | 389.999 μs (5%) | | 576 bytes (1%) | 16 | | `["foreach", "base", "A .= B .+ B'"]` | 386.483 ms (5%) | 28.830 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 249.183 ms (5%) | 28.936 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 18.107 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 7.644 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 9.445 ms (5%) | | 25.94 KiB (1%) | 360 | | `["foreach", "tx", "A .= B .+ C"]` | 5.117 ms (5%) | | 12.73 KiB (1%) | 123 | | `["foreach_seq", "base", "Matrix"]` | 748.300 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 2.447 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 748.000 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 752.900 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 1.090 ms (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 748.299 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 26.300 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 26.500 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 26.200 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 26.600 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 107.725 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 107.724 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 107.724 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 108.261 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 2.200 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 2.189 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 3.425 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 3.425 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.761 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.973 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.758 ms (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.763 ms (5%) | | 1.02 MiB (1%) | 1245 | | `["sort", "F64 (wide)", "Base"]` | 6.518 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 5.546 ms (5%) | | 1.19 MiB (1%) | 562 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 5.271 ms (5%) | | 1.01 MiB (1%) | 2144 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 6.143 ms (5%) | | 1.39 MiB (1%) | 2192 | | `["sort", "I64 (narrow)", "Base"]` | 162.300 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 166.299 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 166.199 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 166.000 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 6.552 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 4.757 ms (5%) | | 1.19 MiB (1%) | 554 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 4.459 ms (5%) | | 1.01 MiB (1%) | 2236 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 5.287 ms (5%) | | 1.40 MiB (1%) | 2270 | | `["sort", "reversed", "Base"]` | 868.399 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.311 ms (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.228 ms (5%) | | 998.77 KiB (1%) | 1872 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.708 ms (5%) | | 1.36 MiB (1%) | 1903 | | `["sort", "sorted", "Base"]` | 816.200 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 971.099 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.240 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.404 ms (5%) | | 1.36 MiB (1%) | 1905 | | `["unique", "rand(1:10, 1000000)", "base"]` | 10.460 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 5.525 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 9.649 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 5.859 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 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 58248 s 0 s 2750 s 24773 s 0 s #2 2394 MHz 50555 s 0 s 2549 s 32864 s 0 s Memory: 6.764884948730469 GB (2032.0 MB free) Uptime: 879.0 sec Load Avg: 1.3427734375 1.326171875 0.89111328125 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # Baseline result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 29 Jun 2020 - 1:30 * Package commit: 39d436 * 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"]` | 3.699 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 26.000 μs (5%) | | 11.97 KiB (1%) | 219 | | `["findfirst", "0%", "tx-noterm"]` | 23.400 μs (5%) | | 12.02 KiB (1%) | 221 | | `["findfirst", "0%", "tx-seq"]` | 276.471 ns (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "10%", "base"]` | 78.000 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 82.700 μs (5%) | | 14.44 KiB (1%) | 271 | | `["findfirst", "10%", "tx-noterm"]` | 213.299 μs (5%) | | 32.97 KiB (1%) | 608 | | `["findfirst", "10%", "tx-seq"]` | 78.700 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "20%", "base"]` | 155.900 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 145.000 μs (5%) | | 21.41 KiB (1%) | 398 | | `["findfirst", "20%", "tx-noterm"]` | 212.200 μs (5%) | | 23.77 KiB (1%) | 443 | | `["findfirst", "20%", "tx-seq"]` | 156.400 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "30%", "base"]` | 233.999 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 197.000 μs (5%) | | 28.34 KiB (1%) | 525 | | `["findfirst", "30%", "tx-noterm"]` | 223.500 μs (5%) | | 28.41 KiB (1%) | 528 | | `["findfirst", "30%", "tx-seq"]` | 234.299 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "40%", "base"]` | 311.600 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 280.700 μs (5%) | | 35.41 KiB (1%) | 657 | | `["findfirst", "40%", "tx-noterm"]` | 250.400 μs (5%) | | 35.44 KiB (1%) | 658 | | `["findfirst", "40%", "tx-seq"]` | 312.100 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "50%", "base"]` | 389.700 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 321.600 μs (5%) | | 37.86 KiB (1%) | 708 | | `["findfirst", "50%", "tx-noterm"]` | 339.699 μs (5%) | | 54.08 KiB (1%) | 1004 | | `["findfirst", "50%", "tx-seq"]` | 389.999 μs (5%) | | 576 bytes (1%) | 16 | | `["foreach", "base", "A .= B .+ B'"]` | 427.631 ms (5%) | 37.490 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 256.317 ms (5%) | 36.853 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 17.776 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 7.734 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 9.435 ms (5%) | | 25.94 KiB (1%) | 360 | | `["foreach", "tx", "A .= B .+ C"]` | 5.848 ms (5%) | | 12.77 KiB (1%) | 125 | | `["foreach_seq", "base", "Matrix"]` | 747.299 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 2.451 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 746.999 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 751.999 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 1.092 ms (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 747.199 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 26.500 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 26.500 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 26.100 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 26.400 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 104.292 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 99.000 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 99.000 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 99.000 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 1.699 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 1.699 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 3.300 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 3.300 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.758 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.943 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.757 ms (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.777 ms (5%) | | 1.02 MiB (1%) | 1246 | | `["sort", "F64 (wide)", "Base"]` | 6.519 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 5.478 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 5.343 ms (5%) | | 1.01 MiB (1%) | 2142 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 6.033 ms (5%) | | 1.39 MiB (1%) | 2193 | | `["sort", "I64 (narrow)", "Base"]` | 162.000 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 164.100 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 164.200 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 164.200 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 6.548 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 4.667 ms (5%) | | 1.19 MiB (1%) | 554 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 4.500 ms (5%) | | 1.01 MiB (1%) | 2236 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 5.220 ms (5%) | | 1.40 MiB (1%) | 2272 | | `["sort", "reversed", "Base"]` | 868.899 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.338 ms (5%) | | 1.18 MiB (1%) | 434 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.263 ms (5%) | | 998.77 KiB (1%) | 1872 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.727 ms (5%) | | 1.36 MiB (1%) | 1903 | | `["sort", "sorted", "Base"]` | 815.799 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 977.399 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.268 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.412 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["unique", "rand(1:10, 1000000)", "base"]` | 10.728 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 5.517 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 9.929 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 5.860 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 v3 @ 2.40GHz: speed user nice sys idle irq #1 2394 MHz 83768 s 0 s 3600 s 32705 s 0 s #2 2394 MHz 70888 s 0 s 3092 s 46357 s 0 s Memory: 6.764884948730469 GB (2495.1328125 MB free) Uptime: 1224.0 sec Load Avg: 1.24609375 1.3291015625 1.03662109375 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, haswell) ``` --- # 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: 63 Model name: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz Stepping: 2 CPU MHz: 2394.455 BogoMIPS: 4788.91 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 256K L3 cache: 30720K 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 invpcid_single pti fsgsbase bmi1 avx2 smep bmi2 erms invpcid xsaveopt md_clear | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz | | Vendor | :Intel | | Architecture | :Haswell | | Model | Family: 0x06, Model: 0x3f, Stepping: 0x02, 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, 30720) 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 |