tkf / ThreadsX.jl

Parallelized Base functions
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Require Transducers 0.4.25 #108

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for #106

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Benchmark result # Judge result # Benchmark Report for */home/runner/work/ThreadsX.jl/ThreadsX.jl* ## Job Properties * Time of benchmarks: - Target: 31 Mar 2020 - 05:23 - Baseline: 31 Mar 2020 - 05:28 * Package commits: - Target: 4091b3 - Baseline: e92037 * Julia commits: - Target: b8e9a9 - Baseline: b8e9a9 * 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"]` | 1.07 (5%) :x: | 1.00 (1%) | | `["findfirst", "0%", "tx-noterm"]` | 1.23 (5%) :x: | 1.00 (1%) | | `["findfirst", "0%", "tx-seq"]` | 1.07 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx"]` | 1.05 (5%) :x: | 1.00 (1%) | | `["findfirst", "10%", "tx-noterm"]` | 1.10 (5%) :x: | 1.08 (1%) :x: | | `["findfirst", "20%", "tx-noterm"]` | 1.11 (5%) :x: | 1.17 (1%) :x: | | `["findfirst", "50%", "tx-noterm"]` | 0.96 (5%) | 0.74 (1%) :white_check_mark: | | `["foreach_seq_double", "cartesian", "man"]` | 0.94 (5%) :white_check_mark: | 1.00 (1%) | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 1.09 (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", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 1.07 (5%) :x: | 1.00 (1%) | | `["unique", "rand(1:10, 1000000)", "tx"]` | 0.93 (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 1.4.0 Commit b8e9a9ecc6 (2020-03-21 16:36 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.0.0-1032-azure #34-Ubuntu SMP Mon Feb 10 19:37:25 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 59542 s 0 s 2814 s 35486 s 0 s #2 2294 MHz 49802 s 0 s 2508 s 45601 s 0 s Memory: 6.782737731933594 GB (2662.65234375 MB free) Uptime: 994.0 sec Load Avg: 1.3193359375 1.30810546875 0.8935546875 WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-8.0.1 (ORCJIT, broadwell) ``` ### Baseline ``` Julia Version 1.4.0 Commit b8e9a9ecc6 (2020-03-21 16:36 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.0.0-1032-azure #34-Ubuntu SMP Mon Feb 10 19:37:25 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 77833 s 0 s 3633 s 51547 s 0 s #2 2294 MHz 78171 s 0 s 3260 s 51645 s 0 s Memory: 6.782737731933594 GB (2984.19140625 MB free) Uptime: 1348.0 sec Load Avg: 1.36181640625 1.3896484375 1.0693359375 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: 31 Mar 2020 - 5:23 * Package commit: 4091b3 * Julia commit: b8e9a9 * 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"]` | 3.100 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 25.900 μs (5%) | | 11.97 KiB (1%) | 219 | | `["findfirst", "0%", "tx-noterm"]` | 23.900 μs (5%) | | 11.97 KiB (1%) | 218 | | `["findfirst", "0%", "tx-seq"]` | 209.535 ns (5%) | | 544 bytes (1%) | 14 | | `["findfirst", "10%", "base"]` | 61.401 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 71.800 μs (5%) | | 14.36 KiB (1%) | 266 | | `["findfirst", "10%", "tx-noterm"]` | 198.801 μs (5%) | | 32.95 KiB (1%) | 609 | | `["findfirst", "10%", "tx-seq"]` | 60.100 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "20%", "base"]` | 117.900 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 127.100 μs (5%) | | 21.34 KiB (1%) | 394 | | `["findfirst", "20%", "tx-noterm"]` | 191.801 μs (5%) | | 32.98 KiB (1%) | 608 | | `["findfirst", "20%", "tx-seq"]` | 118.100 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "30%", "base"]` | 176.600 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 178.201 μs (5%) | | 28.27 KiB (1%) | 520 | | `["findfirst", "30%", "tx-noterm"]` | 219.301 μs (5%) | | 28.31 KiB (1%) | 522 | | `["findfirst", "30%", "tx-seq"]` | 176.600 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "40%", "base"]` | 234.901 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 248.900 μs (5%) | | 35.31 KiB (1%) | 651 | | `["findfirst", "40%", "tx-noterm"]` | 250.901 μs (5%) | | 35.33 KiB (1%) | 651 | | `["findfirst", "40%", "tx-seq"]` | 235.000 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "50%", "base"]` | 293.401 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 277.000 μs (5%) | | 37.69 KiB (1%) | 697 | | `["findfirst", "50%", "tx-noterm"]` | 315.201 μs (5%) | | 40.06 KiB (1%) | 744 | | `["findfirst", "50%", "tx-seq"]` | 293.301 μs (5%) | | 560 bytes (1%) | 15 | | `["foreach", "base", "A .= B .+ B'"]` | 433.879 ms (5%) | 28.260 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 255.481 ms (5%) | 29.016 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 16.762 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 9.760 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 8.034 ms (5%) | | 25.92 KiB (1%) | 359 | | `["foreach", "tx", "A .= B .+ C"]` | 5.090 ms (5%) | | 12.73 KiB (1%) | 123 | | `["foreach_seq", "base", "Matrix"]` | 560.404 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.894 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 560.604 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 563.704 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 876.606 μs (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 561.004 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 20.500 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 20.301 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 20.500 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 22.501 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 104.248 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => :ivdep"]` | 103.834 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => false"]` | 103.814 ns (5%) | | | | | `["foreach_seq_double", "linear", "tx", ":simd => true"]` | 104.979 ns (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "man"]` | 2.122 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => :ivdep"]` | 2.130 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => false"]` | 2.600 μs (5%) | | | | | `["foreach_seq_sum_many", ":nvecs => 8", "tx", ":simd => true"]` | 2.600 μs (5%) | | | | | `["sort", "F64 (narrow)", "Base"]` | 2.071 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.538 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.544 ms (5%) | | 965.11 KiB (1%) | 1226 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.591 ms (5%) | | 1.02 MiB (1%) | 1245 | | `["sort", "F64 (wide)", "Base"]` | 5.422 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.702 ms (5%) | | 1.19 MiB (1%) | 563 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 4.964 ms (5%) | | 1.01 MiB (1%) | 2145 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 5.787 ms (5%) | | 1.39 MiB (1%) | 2195 | | `["sort", "I64 (narrow)", "Base"]` | 132.700 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 136.701 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 132.500 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 132.201 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.195 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 4.104 ms (5%) | | 1.19 MiB (1%) | 554 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 3.997 ms (5%) | | 1.01 MiB (1%) | 2237 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 4.606 ms (5%) | | 1.40 MiB (1%) | 2271 | | `["sort", "reversed", "Base"]` | 651.202 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.187 ms (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.104 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.472 ms (5%) | | 1.36 MiB (1%) | 1902 | | `["sort", "sorted", "Base"]` | 614.702 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 863.307 μs (5%) | | 1.18 MiB (1%) | 430 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.128 ms (5%) | | 998.75 KiB (1%) | 1871 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.242 ms (5%) | | 1.36 MiB (1%) | 1903 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.523 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.563 ms (5%) | | 50.98 KiB (1%) | 882 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 8.302 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 4.882 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 1.4.0 Commit b8e9a9ecc6 (2020-03-21 16:36 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.0.0-1032-azure #34-Ubuntu SMP Mon Feb 10 19:37:25 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 59542 s 0 s 2814 s 35486 s 0 s #2 2294 MHz 49802 s 0 s 2508 s 45601 s 0 s Memory: 6.782737731933594 GB (2662.65234375 MB free) Uptime: 994.0 sec Load Avg: 1.3193359375 1.30810546875 0.8935546875 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: 31 Mar 2020 - 5:28 * Package commit: e92037 * Julia commit: b8e9a9 * 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"]` | 3.200 ns (5%) | | | | | `["findfirst", "0%", "tx"]` | 24.200 μs (5%) | | 11.95 KiB (1%) | 218 | | `["findfirst", "0%", "tx-noterm"]` | 19.500 μs (5%) | | 11.97 KiB (1%) | 218 | | `["findfirst", "0%", "tx-seq"]` | 195.140 ns (5%) | | 544 bytes (1%) | 14 | | `["findfirst", "10%", "base"]` | 59.701 μs (5%) | | | | | `["findfirst", "10%", "tx"]` | 68.200 μs (5%) | | 14.36 KiB (1%) | 266 | | `["findfirst", "10%", "tx-noterm"]` | 180.101 μs (5%) | | 30.53 KiB (1%) | 558 | | `["findfirst", "10%", "tx-seq"]` | 59.800 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "20%", "base"]` | 118.101 μs (5%) | | | | | `["findfirst", "20%", "tx"]` | 124.401 μs (5%) | | 21.34 KiB (1%) | 394 | | `["findfirst", "20%", "tx-noterm"]` | 173.401 μs (5%) | | 28.27 KiB (1%) | 519 | | `["findfirst", "20%", "tx-seq"]` | 118.200 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "30%", "base"]` | 176.501 μs (5%) | | | | | `["findfirst", "30%", "tx"]` | 170.301 μs (5%) | | 28.27 KiB (1%) | 520 | | `["findfirst", "30%", "tx-noterm"]` | 212.601 μs (5%) | | 28.31 KiB (1%) | 522 | | `["findfirst", "30%", "tx-seq"]` | 176.601 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "40%", "base"]` | 234.701 μs (5%) | | | | | `["findfirst", "40%", "tx"]` | 243.501 μs (5%) | | 35.33 KiB (1%) | 652 | | `["findfirst", "40%", "tx-noterm"]` | 250.401 μs (5%) | | 35.31 KiB (1%) | 650 | | `["findfirst", "40%", "tx-seq"]` | 234.701 μs (5%) | | 560 bytes (1%) | 15 | | `["findfirst", "50%", "base"]` | 293.301 μs (5%) | | | | | `["findfirst", "50%", "tx"]` | 284.701 μs (5%) | | 37.72 KiB (1%) | 699 | | `["findfirst", "50%", "tx-noterm"]` | 326.902 μs (5%) | | 53.86 KiB (1%) | 992 | | `["findfirst", "50%", "tx-seq"]` | 293.401 μs (5%) | | 560 bytes (1%) | 15 | | `["foreach", "base", "A .= B .+ B'"]` | 416.216 ms (5%) | 36.328 ms | 305.18 MiB (1%) | 16000002 | | `["foreach", "base", "A .= B .+ C"]` | 250.828 ms (5%) | 35.477 ms | 305.18 MiB (1%) | 16000001 | | `["foreach", "broadcast", "A .= B .+ B'"]` | 16.725 ms (5%) | | | | | `["foreach", "broadcast", "A .= B .+ C"]` | 9.837 ms (5%) | | | | | `["foreach", "tx", "A .= B .+ B'"]` | 8.025 ms (5%) | | 25.94 KiB (1%) | 360 | | `["foreach", "tx", "A .= B .+ C"]` | 5.103 ms (5%) | | 12.75 KiB (1%) | 124 | | `["foreach_seq", "base", "Matrix"]` | 560.902 μs (5%) | | | | | `["foreach_seq", "base", "Transpose"]` | 1.921 ms (5%) | | | | | `["foreach_seq", "base", "Vector"]` | 560.702 μs (5%) | | | | | `["foreach_seq", "tx", "Matrix"]` | 564.402 μs (5%) | | | | | `["foreach_seq", "tx", "Transpose"]` | 895.404 μs (5%) | | 16 bytes (1%) | 1 | | `["foreach_seq", "tx", "Vector"]` | 560.902 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "man"]` | 21.700 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => :ivdep"]` | 20.400 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => false"]` | 20.401 μs (5%) | | | | | `["foreach_seq_double", "cartesian", "tx", ":simd => true"]` | 20.600 μs (5%) | | | | | `["foreach_seq_double", "linear", "man"]` | 104.575 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"]` | 2.050 ms (5%) | | | | | `["sort", "F64 (narrow)", "ThreadsX.MergeSort"]` | 2.570 ms (5%) | | 1.19 MiB (1%) | 535 | | `["sort", "F64 (narrow)", "ThreadsX.QuickSort"]` | 1.555 ms (5%) | | 965.09 KiB (1%) | 1225 | | `["sort", "F64 (narrow)", "ThreadsX.StableQuickSort"]` | 1.566 ms (5%) | | 1.02 MiB (1%) | 1246 | | `["sort", "F64 (wide)", "Base"]` | 5.184 ms (5%) | | | | | `["sort", "F64 (wide)", "ThreadsX.MergeSort"]` | 4.714 ms (5%) | | 1.19 MiB (1%) | 562 | | `["sort", "F64 (wide)", "ThreadsX.QuickSort"]` | 4.943 ms (5%) | | 1.01 MiB (1%) | 2145 | | `["sort", "F64 (wide)", "ThreadsX.StableQuickSort"]` | 5.388 ms (5%) | | 1.39 MiB (1%) | 2194 | | `["sort", "I64 (narrow)", "Base"]` | 128.601 μs (5%) | | 160 bytes (1%) | 1 | | `["sort", "I64 (narrow)", "ThreadsX.MergeSort"]` | 130.900 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.QuickSort"]` | 131.001 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (narrow)", "ThreadsX.StableQuickSort"]` | 135.600 μs (5%) | | 864 bytes (1%) | 17 | | `["sort", "I64 (wide)", "Base"]` | 5.127 ms (5%) | | | | | `["sort", "I64 (wide)", "ThreadsX.MergeSort"]` | 3.988 ms (5%) | | 1.19 MiB (1%) | 553 | | `["sort", "I64 (wide)", "ThreadsX.QuickSort"]` | 3.999 ms (5%) | | 1.01 MiB (1%) | 2237 | | `["sort", "I64 (wide)", "ThreadsX.StableQuickSort"]` | 4.715 ms (5%) | | 1.40 MiB (1%) | 2271 | | `["sort", "reversed", "Base"]` | 645.202 μs (5%) | | | | | `["sort", "reversed", "ThreadsX.MergeSort"]` | 1.203 ms (5%) | | 1.18 MiB (1%) | 435 | | `["sort", "reversed", "ThreadsX.QuickSort"]` | 1.129 ms (5%) | | 998.73 KiB (1%) | 1870 | | `["sort", "reversed", "ThreadsX.StableQuickSort"]` | 1.487 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["sort", "sorted", "Base"]` | 609.302 μs (5%) | | | | | `["sort", "sorted", "ThreadsX.MergeSort"]` | 851.603 μs (5%) | | 1.18 MiB (1%) | 431 | | `["sort", "sorted", "ThreadsX.QuickSort"]` | 1.166 ms (5%) | | 998.77 KiB (1%) | 1872 | | `["sort", "sorted", "ThreadsX.StableQuickSort"]` | 1.262 ms (5%) | | 1.36 MiB (1%) | 1904 | | `["unique", "rand(1:10, 1000000)", "base"]` | 8.333 ms (5%) | | 832 bytes (1%) | 8 | | `["unique", "rand(1:10, 1000000)", "tx"]` | 4.900 ms (5%) | | 50.97 KiB (1%) | 881 | | `["unique", "rand(1:1000, 1000000)", "base"]` | 7.955 ms (5%) | | 65.95 KiB (1%) | 27 | | `["unique", "rand(1:1000, 1000000)", "tx"]` | 5.134 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 1.4.0 Commit b8e9a9ecc6 (2020-03-21 16:36 UTC) Platform Info: OS: Linux (x86_64-pc-linux-gnu) Ubuntu 18.04.4 LTS uname: Linux 5.0.0-1032-azure #34-Ubuntu SMP Mon Feb 10 19:37:25 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 77833 s 0 s 3633 s 51547 s 0 s #2 2294 MHz 78171 s 0 s 3260 s 51645 s 0 s Memory: 6.782737731933594 GB (2984.19140625 MB free) Uptime: 1348.0 sec Load Avg: 1.36181640625 1.3896484375 1.0693359375 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: 2294.685 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 |