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Parallelized Base functions
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Update */Manifest.toml #122

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github-actions[bot] commented 4 years ago

Commit Message

Update */Manifest.toml

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Project coverage is 75.18%. Comparing base (d40e1be) to head (2039d65).

Additional details and impacted files ```diff @@ Coverage Diff @@ ## master #122 +/- ## ========================================== + Coverage 74.90% 75.18% +0.28% ========================================== Files 11 11 Lines 530 528 -2 ========================================== Hits 397 397 + Misses 133 131 -2 ```

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Benchmark result # Judge result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmarks: - Target: 30 Jun 2020 - 00:28 - Baseline: 30 Jun 2020 - 00:34 * Package commits: - Target: 8685ff - 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"]` | 1.08 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "base"]` | 1.50 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx"]` | 1.32 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx-noterm"]` | 1.41 (5%) :x: | 1.37 (1%) :x: | | `["findfirst", "20%", "base"]` | 1.48 (5%) :x: | 1.00 (1%) | | `["findfirst", "20%", "tx"]` | 1.35 (5%) :x: | 1.00 (1%) | | `["findfirst", "20%", "tx-noterm"]` | 1.47 (5%) :x: | 1.27 (1%) :x: | | `["findfirst", "30%", "tx"]` | 1.28 (5%) :x: | 1.00 (1%) | | `["findfirst", "30%", "tx-noterm"]` | 1.51 (5%) :x: | 1.00 (1%) | | `["findfirst", "40%", "base"]` | 1.49 (5%) :x: | 1.00 (1%) | | `["findfirst", "40%", "tx"]` | 1.34 (5%) :x: | 1.00 (1%) | | `["findfirst", "40%", "tx-noterm"]` | 1.49 (5%) :x: | 1.00 (1%) | | `["findfirst", "50%", "base"]` | 1.49 (5%) :x: | 1.00 (1%) | | `["findfirst", "50%", "tx"]` | 1.36 (5%) :x: | 1.00 (1%) | | `["findfirst", "50%", "tx-noterm"]` | 1.54 (5%) :x: | 1.00 (1%) | | `["foreach", "broadcast", "A .= B .+ B'"]` | 1.06 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 1.06 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 45505.56 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 45808.90 (5%) :x: | 1.00 (1%) | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 43641.41 (5%) :x: | 1.00 (1%) | | `["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.StableQuickSort"]` | 0.94 (5%) :white_check_mark: | 1.00 (1%) | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 0.89 (5%) :white_check_mark: | 1.00 (1%) | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 0.90 (5%) :white_check_mark: | 1.00 (1%) | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 1.05 (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) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 48321 s 0 s 2695 s 46520 s 0 s #2 2095 MHz 59122 s 0 s 3051 s 30754 s 0 s Memory: 6.764884948730469 GB (1927.97265625 MB free) Uptime: 1043.0 sec Load Avg: 1.31787109375 1.36376953125 0.97900390625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` ### 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) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 77195 s 0 s 3680 s 51722 s 0 s #2 2095 MHz 76083 s 0 s 3665 s 48168 s 0 s Memory: 6.764884948730469 GB (2311.3125 MB free) Uptime: 1395.0 sec Load Avg: 1.32373046875 1.3740234375 1.10400390625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Target result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 30 Jun 2020 - 0:28 * Package commit: 8685ff * 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"]` | 2.200 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 22.801 μs (5%) | | 11.97 KiB (1%) | 219 | | `["findfirst", "0%", "tx-noterm"]` | 20.001 μs (5%) | | 12.02 KiB (1%) | 221 | | `["findfirst", "0%", "tx-seq"]` | 195.859 ns (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "10%", "base"]` | 87.605 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 76.505 μs (5%) | | 14.44 KiB (1%) | 271 | | `["findfirst", "10%", "tx-noterm"]` | 225.713 μs (5%) | | 42.22 KiB (1%) | 777 | | `["findfirst", "10%", "tx-seq"]` | 87.905 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "20%", "base"]` | 175.309 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 148.108 μs (5%) | | 21.41 KiB (1%) | 398 | | `["findfirst", "20%", "tx-noterm"]` | 234.713 μs (5%) | | 33.09 KiB (1%) | 615 | | `["findfirst", "20%", "tx-seq"]` | 175.910 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "30%", "base"]` | 267.617 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 195.412 μs (5%) | | 28.34 KiB (1%) | 525 | | `["findfirst", "30%", "tx-noterm"]` | 268.316 μs (5%) | | 28.42 KiB (1%) | 529 | | `["findfirst", "30%", "tx-seq"]` | 263.516 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "40%", "base"]` | 350.420 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 276.916 μs (5%) | | 35.38 KiB (1%) | 655 | | `["findfirst", "40%", "tx-noterm"]` | 317.119 μs (5%) | | 35.44 KiB (1%) | 658 | | `["findfirst", "40%", "tx-seq"]` | 351.120 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "50%", "base"]` | 438.026 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 322.419 μs (5%) | | 37.81 KiB (1%) | 705 | | `["findfirst", "50%", "tx-noterm"]` | 404.124 μs (5%) | | 54.08 KiB (1%) | 1004 | | `["findfirst", "50%", "tx-seq"]` | 438.726 μs (5%) | | 576 bytes (1%) | 16 | | `["foreach", "base", "A .= B .+ B'"]` | 270.931 ms (5%) | 23.565 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 206.170 ms (5%) | 23.012 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 7.708 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 6.469 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 3.999 ms (5%) | | 25.92 KiB (1%) | 359 | | `["foreach", "tx", "A .= B .+ C"]` | 3.297 ms (5%) | | 12.73 KiB (1%) | 123 | | `["foreach_seq", "base", "Matrix"]` | 621.278 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.786 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 621.177 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 625.175 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 1.014 ms (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 625.675 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 17.202 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 16.802 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 19.703 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 18.202 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 43.742 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 45.506 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 45.809 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 43.641 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 933.407 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 928.607 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 2.300 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 2.300 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.140 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.398 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 507.227 μs (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 530.627 μs (5%) | | 1.02 MiB (1%) | 1247 | | `["sort", "F64 (wide)", "Base"]` | 5.714 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.609 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 3.218 ms (5%) | | 1.01 MiB (1%) | 2148 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 3.874 ms (5%) | | 1.39 MiB (1%) | 2197 | | `["sort", "I64 (narrow)", "Base"]` | 116.706 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 105.905 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 107.306 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 105.905 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.460 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 3.651 ms (5%) | | 1.19 MiB (1%) | 553 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 2.760 ms (5%) | | 1.01 MiB (1%) | 2236 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 3.270 ms (5%) | | 1.40 MiB (1%) | 2272 | | `["sort", "reversed", "Base"]` | 594.431 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 973.050 μs (5%) | | 1.18 MiB (1%) | 434 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 768.440 μs (5%) | | 998.77 KiB (1%) | 1872 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.105 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["sort", "sorted", "Base"]` | 564.928 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 713.736 μs (5%) | | 1.18 MiB (1%) | 432 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 762.538 μs (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 877.344 μs (5%) | | 1.36 MiB (1%) | 1903 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.546 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.230 ms (5%) | | 50.97 KiB (1%) | 881 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 7.607 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 4.586 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) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 48321 s 0 s 2695 s 46520 s 0 s #2 2095 MHz 59122 s 0 s 3051 s 30754 s 0 s Memory: 6.764884948730469 GB (1927.97265625 MB free) Uptime: 1043.0 sec Load Avg: 1.31787109375 1.36376953125 0.97900390625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # Baseline result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmark: 30 Jun 2020 - 0:34 * 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"]` | 2.200 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 21.102 μs (5%) | | 11.98 KiB (1%) | 220 | | `["findfirst", "0%", "tx-noterm"]` | 19.202 μs (5%) | | 12.02 KiB (1%) | 221 | | `["findfirst", "0%", "tx-seq"]` | 188.359 ns (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "10%", "base"]` | 58.505 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 58.006 μs (5%) | | 14.44 KiB (1%) | 271 | | `["findfirst", "10%", "tx-noterm"]` | 159.816 μs (5%) | | 30.78 KiB (1%) | 574 | | `["findfirst", "10%", "tx-seq"]` | 87.808 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "20%", "base"]` | 118.611 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 109.310 μs (5%) | | 21.41 KiB (1%) | 398 | | `["findfirst", "20%", "tx-noterm"]` | 159.915 μs (5%) | | 26.08 KiB (1%) | 485 | | `["findfirst", "20%", "tx-seq"]` | 175.816 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "30%", "base"]` | 278.030 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 152.116 μs (5%) | | 28.34 KiB (1%) | 525 | | `["findfirst", "30%", "tx-noterm"]` | 177.718 μs (5%) | | 28.41 KiB (1%) | 528 | | `["findfirst", "30%", "tx-seq"]` | 263.427 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "40%", "base"]` | 235.924 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 206.120 μs (5%) | | 35.39 KiB (1%) | 656 | | `["findfirst", "40%", "tx-noterm"]` | 212.321 μs (5%) | | 35.44 KiB (1%) | 658 | | `["findfirst", "40%", "tx-seq"]` | 350.934 μs (5%) | | 576 bytes (1%) | 16 | | `["findfirst", "50%", "base"]` | 294.931 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 236.424 μs (5%) | | 37.86 KiB (1%) | 708 | | `["findfirst", "50%", "tx-noterm"]` | 261.627 μs (5%) | | 54.08 KiB (1%) | 1004 | | `["findfirst", "50%", "tx-seq"]` | 438.644 μs (5%) | | 576 bytes (1%) | 16 | | `["foreach", "base", "A .= B .+ B'"]` | 279.750 ms (5%) | 33.399 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 213.358 ms (5%) | 31.851 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 7.302 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 6.471 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 3.821 ms (5%) | | 25.92 KiB (1%) | 359 | | `["foreach", "tx", "A .= B .+ C"]` | 3.235 ms (5%) | | 12.75 KiB (1%) | 124 | | `["foreach_seq", "base", "Matrix"]` | 621.646 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.796 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 621.546 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 622.246 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 1.020 ms (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 621.745 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 17.201 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 17.301 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 19.501 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 17.202 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 43.841 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 0.001 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 0.001 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 0.001 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 700.000 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 700.000 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 2.300 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 2.300 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.133 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.389 ms (5%) | | 1.19 MiB (1%) | 534 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 497.740 μs (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 514.442 μs (5%) | | 1.02 MiB (1%) | 1247 | | `["sort", "F64 (wide)", "Base"]` | 5.512 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.637 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 3.211 ms (5%) | | 1.01 MiB (1%) | 2148 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 3.806 ms (5%) | | 1.39 MiB (1%) | 2196 | | `["sort", "I64 (narrow)", "Base"]` | 112.609 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 104.509 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 105.309 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 101.009 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.371 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 3.774 ms (5%) | | 1.19 MiB (1%) | 554 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 2.723 ms (5%) | | 1.01 MiB (1%) | 2239 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 3.394 ms (5%) | | 1.40 MiB (1%) | 2271 | | `["sort", "reversed", "Base"]` | 594.647 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 989.578 μs (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 775.362 μs (5%) | | 998.70 KiB (1%) | 1868 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.170 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["sort", "sorted", "Base"]` | 565.944 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 799.762 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 750.058 μs (5%) | | 998.72 KiB (1%) | 1869 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 979.375 μs (5%) | | 1.36 MiB (1%) | 1902 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.152 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.281 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 7.289 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 4.362 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) Platinum 8171M CPU @ 2.60GHz: speed user nice sys idle irq #1 2095 MHz 77195 s 0 s 3680 s 51722 s 0 s #2 2095 MHz 76083 s 0 s 3665 s 48168 s 0 s Memory: 6.764884948730469 GB (2311.3125 MB free) Uptime: 1395.0 sec Load Avg: 1.32373046875 1.3740234375 1.10400390625 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, skylake) ``` --- # 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: 85 Model name: Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz Stepping: 4 CPU MHz: 2095.232 BogoMIPS: 4190.46 Hypervisor vendor: Microsoft Virtualization type: full L1d cache: 32K L1i cache: 32K L2 cache: 1024K L3 cache: 36608K 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 mpx avx512f avx512dq rdseed adx smap clflushopt avx512cd avx512bw avx512vl xsaveopt xsavec xsaves | Cpu Property | Value | |:------------------ |:------------------------------------------------------- | | Brand | Intel(R) Xeon(R) Platinum 8171M CPU @ 2.60GHz | | Vendor | :Intel | | Architecture | :Skylake | | Model | Family: 0x06, Model: 0x55, Stepping: 0x04, 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, 1024, 36608) kbytes | | | 64 byte cache line size | | Address Size | 48 bits virtual, 44 bits physical | | SIMD | 512 bit = 64 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 |