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Remove overloads on similar #132

Merged
merged 2 commits into from
Jun 20, 2024
Merged

Remove overloads on similar #132

merged 2 commits into from
Jun 20, 2024

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adrhill
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@adrhill adrhill commented Jun 19, 2024

Closes #123.

@adrhill adrhill added the run benchmark Run benchmarks in CI label Jun 19, 2024
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codecov-commenter commented Jun 19, 2024 •
edited
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Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 87.23%. Comparing base (b47e936) to head (5f666dd).

Additional details and impacted files 
@@            Coverage Diff             @@
##             main     #132      +/-   ##
==========================================
+ Coverage   86.81%   87.23%   +0.42%     
==========================================
  Files          31       31              
  Lines        1395     1363      -32     
==========================================
- Hits         1211     1189      -22     
+ Misses        184      174      -10

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

@adrhill
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adrhill commented Jun 19, 2024

Looks like NNlib v0.9.X only supports Julia 1.9 and up.

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Benchmark result

Judge result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmarks:
    • Target: 19 Jun 2024 - 22:10
    • Baseline: 19 Jun 2024 - 22:24
  • Package commits:
    • Target: 4cd056
    • Baseline: b47e93
  • Julia commits:
    • Target: 48d4fd
    • Baseline: 48d4fd
  • Julia command flags:
    • Target: None
    • Baseline: None
  • Environment variables:
    • Target: None
    • Baseline: None

Results

A ratio greater than 1.0 denotes a possible regression (marked with ❌), while a ratio less
than 1.0 denotes a possible improvement (marked with ✅). 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
["Jacobian", "Global", "BitSet", "Conv", "size=128x128x3"] 1.09 (5%) ❌ 1.00 (1%)
["Jacobian", "Global", "RecursiveSet", "Conv", "size=28x28x3"] 1.06 (5%) ❌ 1.00 (1%)
["Jacobian", "Global", "Set", "Conv", "size=128x128x3"] 0.92 (5%) ✅ 1.00 (1%)
["Jacobian", "Global", "SortedVector", "Conv", "size=128x128x3"] 1.08 (5%) ❌ 1.00 (1%)
["Jacobian", "Local", "BitSet", "Conv", "size=128x128x3"] 1.09 (5%) ❌ 1.00 (1%)
["Jacobian", "Local", "RecursiveSet", "Conv", "size=28x28x3"] 1.06 (5%) ❌ 1.00 (1%)

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["Jacobian", "Global", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "BitSet", "Conv"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "DuplicateVector", "Conv"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "RecursiveSet", "Conv"]
  • ["Jacobian", "Global", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Global", "Set", "Conv"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "SortedVector", "Conv"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "BitSet", "Conv"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "DuplicateVector", "Conv"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "RecursiveSet", "Conv"]
  • ["Jacobian", "Local", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Local", "Set", "Conv"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "SortedVector", "Conv"]
  • ["OptimizationProblems", "britgas"]

Julia versioninfo

Target

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz       7104 s          2 s        424 s      15607 s          0 s
       #2  2445 MHz       6795 s          0 s        495 s      15846 s          0 s
       #3  2725 MHz       5869 s          0 s        470 s      16793 s          0 s
       #4  3125 MHz       5887 s          0 s        405 s      16845 s          0 s
  Memory: 15.606491088867188 GB (13435.078125 MB free)
  Uptime: 2320.01 sec
  Load Avg:  1.02  1.01  1.0
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       9648 s          2 s        574 s      21736 s          0 s
       #2  2445 MHz       8963 s          0 s        634 s      22362 s          0 s
       #3  3241 MHz       7873 s          0 s        619 s      23463 s          0 s
       #4  3261 MHz       7663 s          0 s        557 s      23740 s          0 s
  Memory: 15.606491088867188 GB (12994.28515625 MB free)
  Uptime: 3203.78 sec
  Load Avg:  1.0  1.0  1.0
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Target result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 19 Jun 2024 - 22:10
  • Package commit: 4cd056
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

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
["Hessian", "Global", ("BitSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 47.453 ms (5%) 67.95 MiB (1%) 106983
["Hessian", "Global", ("BitSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 198.700 ms (5%) 5.857 ms 345.61 MiB (1%) 287593
["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 65.933 ms (5%) 1.813 ms 96.40 MiB (1%) 84229
["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.105 ms (5%) 10.61 MiB (1%) 20854
["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 489.015 ms (5%) 24.607 ms 1.16 GiB (1%) 792458
["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 212.774 ms (5%) 7.059 ms 420.94 MiB (1%) 450196
["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 141.153 ms (5%) 5.760 ms 248.30 MiB (1%) 718307
["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.167 ms (5%) 12.74 MiB (1%) 14925
["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 343.284 ms (5%) 19.610 ms 751.92 MiB (1%) 633996
["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 225.982 ms (5%) 8.130 ms 384.46 MiB (1%) 691552
["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 152.413 ms (5%) 9.407 ms 314.34 MiB (1%) 950661
["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 6.608 ms (5%) 15.36 MiB (1%) 54190
["Hessian", "Global", ("Set", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 50.884 ms (5%) 73.10 MiB (1%) 128837
["Hessian", "Global", ("Set", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 226.762 ms (5%) 5.797 ms 380.60 MiB (1%) 316463
["Hessian", "Global", ("Set", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 68.290 ms (5%) 1.794 ms 98.45 MiB (1%) 85785
["Hessian", "Global", ("Set", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 7.434 ms (5%) 18.15 MiB (1%) 22639
["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 45.742 ms (5%) 65.74 MiB (1%) 85074
["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 197.988 ms (5%) 5.372 ms 342.18 MiB (1%) 218044
["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 62.305 ms (5%) 1.491 ms 94.41 MiB (1%) 50041
["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.322 ms (5%) 12.26 MiB (1%) 14956
["Hessian", "Local", ("BitSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 47.527 ms (5%) 67.96 MiB (1%) 106984
["Hessian", "Local", ("BitSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 197.746 ms (5%) 5.057 ms 345.76 MiB (1%) 287595
["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 65.427 ms (5%) 1.700 ms 96.58 MiB (1%) 84185
["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.232 ms (5%) 11.46 MiB (1%) 20905
["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 488.355 ms (5%) 25.478 ms 1.16 GiB (1%) 792459
["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 212.443 ms (5%) 6.692 ms 421.08 MiB (1%) 450198
["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 142.590 ms (5%) 5.927 ms 250.94 MiB (1%) 722231
["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.101 ms (5%) 12.40 MiB (1%) 14901
["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 344.890 ms (5%) 20.001 ms 751.92 MiB (1%) 633997
["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 229.449 ms (5%) 8.715 ms 384.61 MiB (1%) 691554
["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 154.257 ms (5%) 9.763 ms 313.94 MiB (1%) 948929
["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 6.332 ms (5%) 14.10 MiB (1%) 54062
["Hessian", "Local", ("Set", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 51.003 ms (5%) 73.11 MiB (1%) 128838
["Hessian", "Local", ("Set", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 227.407 ms (5%) 5.814 ms 380.75 MiB (1%) 316465
["Hessian", "Local", ("Set", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 68.231 ms (5%) 1.894 ms 98.85 MiB (1%) 86071
["Hessian", "Local", ("Set", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 6.897 ms (5%) 14.48 MiB (1%) 22438
["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 45.886 ms (5%) 65.75 MiB (1%) 85075
["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 197.707 ms (5%) 4.808 ms 342.32 MiB (1%) 218046
["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 59.738 ms (5%) 88.64 MiB (1%) 49522
["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.501 ms (5%) 13.37 MiB (1%) 15063
["Jacobian", "Global", "BitSet", "Brusselator", "ODE", "N=24"] 2.552 ms (5%) 5.81 MiB (1%) 59352
["Jacobian", "Global", "BitSet", "Brusselator", "ODE", "N=6"] 140.071 μs (5%) 255.66 KiB (1%) 2851
["Jacobian", "Global", "BitSet", "Brusselator", "operator", "N=24"] 939.543 μs (5%) 2.05 MiB (1%) 22266
["Jacobian", "Global", "BitSet", "Brusselator", "operator", "N=6"] 51.195 μs (5%) 101.25 KiB (1%) 1180
["Jacobian", "Global", "BitSet", "Conv", "size=128x128x3"] 2.318 s (5%) 936.458 ms 18.61 GiB (1%) 11476655
["Jacobian", "Global", "BitSet", "Conv", "size=28x28x3"] 19.323 ms (5%) 63.25 MiB (1%) 414348
["Jacobian", "Global", "BitSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.172 μs (5%) 14.92 KiB (1%) 141
["Jacobian", "Global", "BitSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 270.273 μs (5%) 532.50 KiB (1%) 5885
["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE", "N=24"] 17.667 ms (5%) 30.12 MiB (1%) 175237
["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE", "N=6"] 1.083 ms (5%) 1.89 MiB (1%) 11057
["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator", "N=24"] 3.543 ms (5%) 4.33 MiB (1%) 41514
["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator", "N=6"] 218.959 μs (5%) 277.88 KiB (1%) 2620
["Jacobian", "Global", "DuplicateVector", "Conv", "size=128x128x3"] 1.167 s (5%) 66.878 ms 1.02 GiB (1%) 4662061
["Jacobian", "Global", "DuplicateVector", "Conv", "size=28x28x3"] 38.103 ms (5%) 41.58 MiB (1%) 175248
["Jacobian", "Global", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.897 μs (5%) 14.72 KiB (1%) 104
["Jacobian", "Global", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 161.901 ms (5%) 5.126 ms 847.49 MiB (1%) 29627
["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE", "N=24"] 53.193 ms (5%) 25.95 MiB (1%) 214413
["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE", "N=6"] 3.323 ms (5%) 1.63 MiB (1%) 13513
["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator", "N=24"] 3.407 ms (5%) 5.12 MiB (1%) 55338
["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator", "N=6"] 203.018 μs (5%) 328.50 KiB (1%) 3484
["Jacobian", "Global", "RecursiveSet", "Conv", "size=128x128x3"] 12.476 s (5%) 1.643 s 10.21 GiB (1%) 50889199
["Jacobian", "Global", "RecursiveSet", "Conv", "size=28x28x3"] 371.205 ms (5%) 25.923 ms 384.42 MiB (1%) 1892002
["Jacobian", "Global", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 11.090 μs (5%) 31.11 KiB (1%) 347
["Jacobian", "Global", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 20.310 s (5%) 8.68 MiB (1%) 38938
["Jacobian", "Global", "Set", "Brusselator", "ODE", "N=24"] 11.486 ms (5%) 19.02 MiB (1%) 129165
["Jacobian", "Global", "Set", "Brusselator", "ODE", "N=6"] 650.724 μs (5%) 1.20 MiB (1%) 8185
["Jacobian", "Global", "Set", "Brusselator", "operator", "N=24"] 2.156 ms (5%) 3.96 MiB (1%) 36906
["Jacobian", "Global", "Set", "Brusselator", "operator", "N=6"] 114.424 μs (5%) 254.25 KiB (1%) 2332
["Jacobian", "Global", "Set", "Conv", "size=128x128x3"] 2.690 s (5%) 280.610 ms 3.68 GiB (1%) 24650689
["Jacobian", "Global", "Set", "Conv", "size=28x28x3"] 91.107 ms (5%) 5.998 ms 144.32 MiB (1%) 925914
["Jacobian", "Global", "Set", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 11.011 μs (5%) 31.05 KiB (1%) 255
["Jacobian", "Global", "Set", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 3.943 ms (5%) 8.20 MiB (1%) 24193
["Jacobian", "Global", "SortedVector", "Brusselator", "ODE", "N=24"] 1.875 ms (5%) 4.21 MiB (1%) 22021
["Jacobian", "Global", "SortedVector", "Brusselator", "ODE", "N=6"] 135.052 μs (5%) 277.41 KiB (1%) 1481
["Jacobian", "Global", "SortedVector", "Brusselator", "operator", "N=24"] 587.546 μs (5%) 1.24 MiB (1%) 9258
["Jacobian", "Global", "SortedVector", "Brusselator", "operator", "N=6"] 38.141 μs (5%) 80.44 KiB (1%) 604
["Jacobian", "Global", "SortedVector", "Conv", "size=128x128x3"] 710.774 ms (5%) 97.601 ms 1.02 GiB (1%) 4662061
["Jacobian", "Global", "SortedVector", "Conv", "size=28x28x3"] 19.603 ms (5%) 41.58 MiB (1%) 175248
["Jacobian", "Global", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 6.670 μs (5%) 11.00 KiB (1%) 76
["Jacobian", "Global", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 568.647 μs (5%) 1.90 MiB (1%) 2881
["Jacobian", "Local", "BitSet", "Brusselator", "ODE", "N=24"] 2.567 ms (5%) 5.91 MiB (1%) 59356
["Jacobian", "Local", "BitSet", "Brusselator", "ODE", "N=6"] 142.045 μs (5%) 261.92 KiB (1%) 2853
["Jacobian", "Local", "BitSet", "Brusselator", "operator", "N=24"] 954.470 μs (5%) 2.10 MiB (1%) 22270
["Jacobian", "Local", "BitSet", "Brusselator", "operator", "N=6"] 52.468 μs (5%) 104.78 KiB (1%) 1182
["Jacobian", "Local", "BitSet", "Conv", "size=128x128x3"] 2.279 s (5%) 670.927 ms 18.61 GiB (1%) 11476661
["Jacobian", "Local", "BitSet", "Conv", "size=28x28x3"] 19.129 ms (5%) 63.34 MiB (1%) 414354
["Jacobian", "Local", "BitSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 9.127 μs (5%) 20.94 KiB (1%) 147
["Jacobian", "Local", "BitSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 279.501 μs (5%) 530.80 KiB (1%) 5781
["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE", "N=24"] 17.723 ms (5%) 30.22 MiB (1%) 175241
["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE", "N=6"] 1.092 ms (5%) 1.90 MiB (1%) 11059
["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator", "N=24"] 3.559 ms (5%) 4.38 MiB (1%) 41518
["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator", "N=6"] 219.910 μs (5%) 281.41 KiB (1%) 2622
["Jacobian", "Local", "DuplicateVector", "Conv", "size=128x128x3"] 1.207 s (5%) 100.764 ms 1.02 GiB (1%) 4662067
["Jacobian", "Local", "DuplicateVector", "Conv", "size=28x28x3"] 38.391 ms (5%) 41.67 MiB (1%) 175254
["Jacobian", "Local", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 6.923 μs (5%) 15.52 KiB (1%) 73
["Jacobian", "Local", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 158.895 ms (5%) 5.256 ms 874.50 MiB (1%) 29599
["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE", "N=24"] 53.096 ms (5%) 26.04 MiB (1%) 214417
["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE", "N=6"] 3.341 ms (5%) 1.64 MiB (1%) 13515
["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator", "N=24"] 3.425 ms (5%) 5.17 MiB (1%) 55342
["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator", "N=6"] 203.711 μs (5%) 332.03 KiB (1%) 3486
["Jacobian", "Local", "RecursiveSet", "Conv", "size=128x128x3"] 13.007 s (5%) 2.042 s 10.21 GiB (1%) 50889205
["Jacobian", "Local", "RecursiveSet", "Conv", "size=28x28x3"] 384.513 ms (5%) 28.483 ms 384.51 MiB (1%) 1892008
["Jacobian", "Local", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 11.451 μs (5%) 36.19 KiB (1%) 354
["Jacobian", "Local", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 16.409 s (5%) 8.68 MiB (1%) 38805
["Jacobian", "Local", "Set", "Brusselator", "ODE", "N=24"] 11.599 ms (5%) 19.12 MiB (1%) 129169
["Jacobian", "Local", "Set", "Brusselator", "ODE", "N=6"] 655.171 μs (5%) 1.20 MiB (1%) 8187
["Jacobian", "Local", "Set", "Brusselator", "operator", "N=24"] 2.163 ms (5%) 4.01 MiB (1%) 36910
["Jacobian", "Local", "Set", "Brusselator", "operator", "N=6"] 115.536 μs (5%) 257.78 KiB (1%) 2334
["Jacobian", "Local", "Set", "Conv", "size=128x128x3"] 2.720 s (5%) 303.826 ms 3.69 GiB (1%) 24650695
["Jacobian", "Local", "Set", "Conv", "size=28x28x3"] 93.024 ms (5%) 6.670 ms 144.41 MiB (1%) 925920
["Jacobian", "Local", "Set", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 12.583 μs (5%) 38.28 KiB (1%) 281
["Jacobian", "Local", "Set", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 4.160 ms (5%) 8.60 MiB (1%) 25315
["Jacobian", "Local", "SortedVector", "Brusselator", "ODE", "N=24"] 1.890 ms (5%) 4.31 MiB (1%) 22025
["Jacobian", "Local", "SortedVector", "Brusselator", "ODE", "N=6"] 135.533 μs (5%) 283.67 KiB (1%) 1483
["Jacobian", "Local", "SortedVector", "Brusselator", "operator", "N=24"] 598.767 μs (5%) 1.30 MiB (1%) 9262
["Jacobian", "Local", "SortedVector", "Brusselator", "operator", "N=6"] 39.143 μs (5%) 83.97 KiB (1%) 606
["Jacobian", "Local", "SortedVector", "Conv", "size=128x128x3"] 697.987 ms (5%) 75.164 ms 1.02 GiB (1%) 4662067
["Jacobian", "Local", "SortedVector", "Conv", "size=28x28x3"] 19.876 ms (5%) 41.67 MiB (1%) 175254
["Jacobian", "Local", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 7.718 μs (5%) 17.36 KiB (1%) 88
["Jacobian", "Local", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 588.437 μs (5%) 1.95 MiB (1%) 2950
["OptimizationProblems", "britgas", "Hessian"] 5.029 ms (5%) 10.40 MiB (1%) 34692
["OptimizationProblems", "britgas", "Jacobian"] 280.322 μs (5%) 455.97 KiB (1%) 5666

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["Hessian", "Global", ("BitSet", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("Set", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("Set", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("BitSet", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("Set", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("Set", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity"]
  • ["Jacobian", "Global", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "BitSet", "Conv"]
  • ["Jacobian", "Global", "BitSet", "SparseMul"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "DuplicateVector", "Conv"]
  • ["Jacobian", "Global", "DuplicateVector", "SparseMul"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "RecursiveSet", "Conv"]
  • ["Jacobian", "Global", "RecursiveSet", "SparseMul"]
  • ["Jacobian", "Global", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Global", "Set", "Conv"]
  • ["Jacobian", "Global", "Set", "SparseMul"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "SortedVector", "Conv"]
  • ["Jacobian", "Global", "SortedVector", "SparseMul"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "BitSet", "Conv"]
  • ["Jacobian", "Local", "BitSet", "SparseMul"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "DuplicateVector", "Conv"]
  • ["Jacobian", "Local", "DuplicateVector", "SparseMul"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "RecursiveSet", "Conv"]
  • ["Jacobian", "Local", "RecursiveSet", "SparseMul"]
  • ["Jacobian", "Local", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Local", "Set", "Conv"]
  • ["Jacobian", "Local", "Set", "SparseMul"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "SortedVector", "Conv"]
  • ["Jacobian", "Local", "SortedVector", "SparseMul"]
  • ["OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  3242 MHz       7104 s          2 s        424 s      15607 s          0 s
       #2  2445 MHz       6795 s          0 s        495 s      15846 s          0 s
       #3  2725 MHz       5869 s          0 s        470 s      16793 s          0 s
       #4  3125 MHz       5887 s          0 s        405 s      16845 s          0 s
  Memory: 15.606491088867188 GB (13435.078125 MB free)
  Uptime: 2320.01 sec
  Load Avg:  1.02  1.01  1.0
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Baseline result

Benchmark Report for /home/runner/work/SparseConnectivityTracer.jl/SparseConnectivityTracer.jl

Job Properties

  • Time of benchmark: 19 Jun 2024 - 22:24
  • Package commit: b47e93
  • Julia commit: 48d4fd
  • Julia command flags: None
  • Environment variables: None

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
["Hessian", "Global", ("BitSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 46.454 ms (5%) 67.95 MiB (1%) 106983
["Hessian", "Global", ("BitSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 195.798 ms (5%) 5.507 ms 345.61 MiB (1%) 287593
["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 62.112 ms (5%) 92.15 MiB (1%) 84517
["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.328 ms (5%) 12.56 MiB (1%) 23386
["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 488.019 ms (5%) 25.290 ms 1.16 GiB (1%) 792458
["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 209.777 ms (5%) 7.186 ms 420.94 MiB (1%) 450196
["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 138.749 ms (5%) 4.610 ms 255.09 MiB (1%) 718364
["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.079 ms (5%) 12.37 MiB (1%) 16862
["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 338.941 ms (5%) 20.195 ms 751.92 MiB (1%) 633996
["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 226.766 ms (5%) 8.106 ms 384.46 MiB (1%) 691552
["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 146.241 ms (5%) 7.294 ms 312.58 MiB (1%) 946802
["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 6.557 ms (5%) 16.07 MiB (1%) 58267
["Hessian", "Global", ("Set", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 49.619 ms (5%) 73.10 MiB (1%) 128837
["Hessian", "Global", ("Set", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 223.935 ms (5%) 5.647 ms 380.60 MiB (1%) 316463
["Hessian", "Global", ("Set", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 64.611 ms (5%) 97.17 MiB (1%) 86466
["Hessian", "Global", ("Set", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 7.014 ms (5%) 15.53 MiB (1%) 25731
["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 45.213 ms (5%) 65.74 MiB (1%) 85074
["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 195.602 ms (5%) 5.156 ms 342.18 MiB (1%) 218044
["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 61.451 ms (5%) 1.579 ms 93.93 MiB (1%) 50585
["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.177 ms (5%) 10.95 MiB (1%) 16834
["Hessian", "Local", ("BitSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 46.583 ms (5%) 67.96 MiB (1%) 106984
["Hessian", "Local", ("BitSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 196.646 ms (5%) 5.619 ms 345.76 MiB (1%) 287595
["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 64.519 ms (5%) 1.605 ms 97.19 MiB (1%) 85033
["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.478 ms (5%) 12.29 MiB (1%) 24103
["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 485.435 ms (5%) 24.562 ms 1.16 GiB (1%) 792459
["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 209.980 ms (5%) 7.335 ms 421.08 MiB (1%) 450198
["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 137.503 ms (5%) 4.688 ms 246.94 MiB (1%) 721090
["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.296 ms (5%) 13.32 MiB (1%) 17643
["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 340.257 ms (5%) 21.162 ms 751.92 MiB (1%) 633997
["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 227.535 ms (5%) 8.356 ms 384.61 MiB (1%) 691554
["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 150.948 ms (5%) 7.967 ms 319.93 MiB (1%) 963502
["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 7.616 ms (5%) 21.79 MiB (1%) 59358
["Hessian", "Local", ("Set", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 50.076 ms (5%) 73.11 MiB (1%) 128838
["Hessian", "Local", ("Set", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 225.808 ms (5%) 6.120 ms 380.75 MiB (1%) 316465
["Hessian", "Local", ("Set", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 68.299 ms (5%) 1.759 ms 101.33 MiB (1%) 87201
["Hessian", "Local", ("Set", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 7.450 ms (5%) 15.10 MiB (1%) 26091
["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead", (:(N = 200), :(K = 16))] 45.181 ms (5%) 65.75 MiB (1%) 85075
["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead", (:(N = 3200), :(K = 2))] 195.683 ms (5%) 5.110 ms 342.32 MiB (1%) 218046
["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity", (:(N = 100), :(K = 32))] 59.574 ms (5%) 89.90 MiB (1%) 50366
["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity", (:(N = 400), :(K = 2))] 5.772 ms (5%) 15.38 MiB (1%) 17909
["Jacobian", "Global", "BitSet", "Brusselator", "ODE", "N=24"] 2.506 ms (5%) 5.81 MiB (1%) 59356
["Jacobian", "Global", "BitSet", "Brusselator", "ODE", "N=6"] 139.340 μs (5%) 255.81 KiB (1%) 2855
["Jacobian", "Global", "BitSet", "Brusselator", "operator", "N=24"] 929.916 μs (5%) 2.05 MiB (1%) 22268
["Jacobian", "Global", "BitSet", "Brusselator", "operator", "N=6"] 50.233 μs (5%) 101.38 KiB (1%) 1182
["Jacobian", "Global", "BitSet", "Conv", "size=128x128x3"] 2.127 s (5%) 358.220 ms 18.61 GiB (1%) 11476657
["Jacobian", "Global", "BitSet", "Conv", "size=28x28x3"] 18.503 ms (5%) 63.25 MiB (1%) 414350
["Jacobian", "Global", "BitSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.957 μs (5%) 17.00 KiB (1%) 161
["Jacobian", "Global", "BitSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 275.605 μs (5%) 540.75 KiB (1%) 6017
["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE", "N=24"] 17.493 ms (5%) 30.12 MiB (1%) 175241
["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE", "N=6"] 1.065 ms (5%) 1.89 MiB (1%) 11061
["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator", "N=24"] 3.485 ms (5%) 4.33 MiB (1%) 41515
["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator", "N=6"] 214.020 μs (5%) 277.94 KiB (1%) 2621
["Jacobian", "Global", "DuplicateVector", "Conv", "size=128x128x3"] 1.131 s (5%) 58.340 ms 1.02 GiB (1%) 4662062
["Jacobian", "Global", "DuplicateVector", "Conv", "size=28x28x3"] 38.359 ms (5%) 41.58 MiB (1%) 175249
["Jacobian", "Global", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 7.324 μs (5%) 12.47 KiB (1%) 87
["Jacobian", "Global", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 158.668 ms (5%) 5.015 ms 806.54 MiB (1%) 29597
["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE", "N=24"] 53.613 ms (5%) 25.95 MiB (1%) 214417
["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE", "N=6"] 3.303 ms (5%) 1.63 MiB (1%) 13517
["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator", "N=24"] 3.411 ms (5%) 5.12 MiB (1%) 55344
["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator", "N=6"] 202.457 μs (5%) 328.94 KiB (1%) 3490
["Jacobian", "Global", "RecursiveSet", "Conv", "size=128x128x3"] 12.411 s (5%) 1.798 s 10.21 GiB (1%) 50889205
["Jacobian", "Global", "RecursiveSet", "Conv", "size=28x28x3"] 349.581 ms (5%) 19.978 ms 384.42 MiB (1%) 1892008
["Jacobian", "Global", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 13.215 μs (5%) 37.41 KiB (1%) 415
["Jacobian", "Global", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 18.892 s (5%) 8.68 MiB (1%) 38937
["Jacobian", "Global", "Set", "Brusselator", "ODE", "N=24"] 11.469 ms (5%) 19.02 MiB (1%) 129169
["Jacobian", "Global", "Set", "Brusselator", "ODE", "N=6"] 648.039 μs (5%) 1.20 MiB (1%) 8189
["Jacobian", "Global", "Set", "Brusselator", "operator", "N=24"] 2.118 ms (5%) 3.96 MiB (1%) 36910
["Jacobian", "Global", "Set", "Brusselator", "operator", "N=6"] 113.131 μs (5%) 254.64 KiB (1%) 2336
["Jacobian", "Global", "Set", "Conv", "size=128x128x3"] 2.924 s (5%) 557.656 ms 3.68 GiB (1%) 24650693
["Jacobian", "Global", "Set", "Conv", "size=28x28x3"] 91.831 ms (5%) 6.104 ms 144.32 MiB (1%) 925918
["Jacobian", "Global", "Set", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 11.672 μs (5%) 33.36 KiB (1%) 279
["Jacobian", "Global", "Set", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 4.049 ms (5%) 8.41 MiB (1%) 24864
["Jacobian", "Global", "SortedVector", "Brusselator", "ODE", "N=24"] 1.878 ms (5%) 4.21 MiB (1%) 22025
["Jacobian", "Global", "SortedVector", "Brusselator", "ODE", "N=6"] 134.211 μs (5%) 277.56 KiB (1%) 1485
["Jacobian", "Global", "SortedVector", "Brusselator", "operator", "N=24"] 594.549 μs (5%) 1.24 MiB (1%) 9259
["Jacobian", "Global", "SortedVector", "Brusselator", "operator", "N=6"] 38.773 μs (5%) 80.50 KiB (1%) 605
["Jacobian", "Global", "SortedVector", "Conv", "size=128x128x3"] 659.620 ms (5%) 81.700 ms 1.02 GiB (1%) 4662062
["Jacobian", "Global", "SortedVector", "Conv", "size=28x28x3"] 20.239 ms (5%) 41.58 MiB (1%) 175249
["Jacobian", "Global", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 7.484 μs (5%) 12.75 KiB (1%) 91
["Jacobian", "Global", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 551.618 μs (5%) 1.93 MiB (1%) 2930
["Jacobian", "Local", "BitSet", "Brusselator", "ODE", "N=24"] 2.586 ms (5%) 5.91 MiB (1%) 59360
["Jacobian", "Local", "BitSet", "Brusselator", "ODE", "N=6"] 142.516 μs (5%) 262.08 KiB (1%) 2857
["Jacobian", "Local", "BitSet", "Brusselator", "operator", "N=24"] 959.660 μs (5%) 2.11 MiB (1%) 22273
["Jacobian", "Local", "BitSet", "Brusselator", "operator", "N=6"] 52.077 μs (5%) 105.56 KiB (1%) 1185
["Jacobian", "Local", "BitSet", "Conv", "size=128x128x3"] 2.091 s (5%) 350.397 ms 18.61 GiB (1%) 11476669
["Jacobian", "Local", "BitSet", "Conv", "size=28x28x3"] 19.465 ms (5%) 63.37 MiB (1%) 414361
["Jacobian", "Local", "BitSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 9.307 μs (5%) 26.53 KiB (1%) 169
["Jacobian", "Local", "BitSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 276.275 μs (5%) 538.77 KiB (1%) 5841
["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE", "N=24"] 17.701 ms (5%) 30.22 MiB (1%) 175245
["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE", "N=6"] 1.072 ms (5%) 1.90 MiB (1%) 11063
["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator", "N=24"] 3.509 ms (5%) 4.39 MiB (1%) 41520
["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator", "N=6"] 217.265 μs (5%) 282.12 KiB (1%) 2624
["Jacobian", "Local", "DuplicateVector", "Conv", "size=128x128x3"] 1.202 s (5%) 97.776 ms 1.02 GiB (1%) 4662074
["Jacobian", "Local", "DuplicateVector", "Conv", "size=28x28x3"] 38.648 ms (5%) 41.69 MiB (1%) 175260
["Jacobian", "Local", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 8.887 μs (5%) 22.52 KiB (1%) 103
["Jacobian", "Local", "DuplicateVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 177.886 ms (5%) 5.142 ms 934.71 MiB (1%) 29718
["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE", "N=24"] 53.630 ms (5%) 26.04 MiB (1%) 214421
["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE", "N=6"] 3.359 ms (5%) 1.64 MiB (1%) 13519
["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator", "N=24"] 3.447 ms (5%) 5.18 MiB (1%) 55349
["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator", "N=6"] 204.822 μs (5%) 333.12 KiB (1%) 3493
["Jacobian", "Local", "RecursiveSet", "Conv", "size=128x128x3"] 12.856 s (5%) 1.934 s 10.21 GiB (1%) 50889217
["Jacobian", "Local", "RecursiveSet", "Conv", "size=28x28x3"] 362.397 ms (5%) 23.393 ms 384.54 MiB (1%) 1892019
["Jacobian", "Local", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 14.015 μs (5%) 45.95 KiB (1%) 415
["Jacobian", "Local", "RecursiveSet", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 19.999 s (5%) 11.75 MiB (1%) 44765
["Jacobian", "Local", "Set", "Brusselator", "ODE", "N=24"] 11.532 ms (5%) 19.12 MiB (1%) 129173
["Jacobian", "Local", "Set", "Brusselator", "ODE", "N=6"] 645.534 μs (5%) 1.20 MiB (1%) 8191
["Jacobian", "Local", "Set", "Brusselator", "operator", "N=24"] 2.128 ms (5%) 4.02 MiB (1%) 36915
["Jacobian", "Local", "Set", "Brusselator", "operator", "N=6"] 117.008 μs (5%) 258.83 KiB (1%) 2339
["Jacobian", "Local", "Set", "Conv", "size=128x128x3"] 2.655 s (5%) 277.690 ms 3.69 GiB (1%) 24650705
["Jacobian", "Local", "Set", "Conv", "size=28x28x3"] 92.521 ms (5%) 6.158 ms 144.43 MiB (1%) 925929
["Jacobian", "Local", "Set", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 14.467 μs (5%) 45.50 KiB (1%) 315
["Jacobian", "Local", "Set", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 4.114 ms (5%) 8.51 MiB (1%) 25354
["Jacobian", "Local", "SortedVector", "Brusselator", "ODE", "N=24"] 1.946 ms (5%) 4.31 MiB (1%) 22029
["Jacobian", "Local", "SortedVector", "Brusselator", "ODE", "N=6"] 137.746 μs (5%) 283.83 KiB (1%) 1487
["Jacobian", "Local", "SortedVector", "Brusselator", "operator", "N=24"] 605.009 μs (5%) 1.31 MiB (1%) 9264
["Jacobian", "Local", "SortedVector", "Brusselator", "operator", "N=6"] 40.406 μs (5%) 84.69 KiB (1%) 608
["Jacobian", "Local", "SortedVector", "Conv", "size=128x128x3"] 700.622 ms (5%) 93.015 ms 1.02 GiB (1%) 4662074
["Jacobian", "Local", "SortedVector", "Conv", "size=28x28x3"] 20.485 ms (5%) 41.69 MiB (1%) 175260
["Jacobian", "Local", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.01), :(depth = 5))] 7.214 μs (5%) 20.75 KiB (1%) 89
["Jacobian", "Local", "SortedVector", "SparseMul", (:(n = 50), :(p = 0.25), :(depth = 5))] 572.268 μs (5%) 1.99 MiB (1%) 3009
["OptimizationProblems", "britgas", "Hessian"] 4.990 ms (5%) 10.40 MiB (1%) 34698
["OptimizationProblems", "britgas", "Jacobian"] 278.569 μs (5%) 456.09 KiB (1%) 5668

Benchmark Group List

Here's a list of all the benchmark groups executed by this job:

  • ["Hessian", "Global", ("BitSet", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("BitSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("DuplicateVector", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("DuplicateVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("RecursiveSet", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("RecursiveSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("Set", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("Set", "Set"), "RandomSparsity"]
  • ["Hessian", "Global", ("SortedVector", "Set"), "ArrowHead"]
  • ["Hessian", "Global", ("SortedVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("BitSet", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("BitSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("DuplicateVector", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("DuplicateVector", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("RecursiveSet", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("RecursiveSet", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("Set", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("Set", "Set"), "RandomSparsity"]
  • ["Hessian", "Local", ("SortedVector", "Set"), "ArrowHead"]
  • ["Hessian", "Local", ("SortedVector", "Set"), "RandomSparsity"]
  • ["Jacobian", "Global", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "BitSet", "Conv"]
  • ["Jacobian", "Global", "BitSet", "SparseMul"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "DuplicateVector", "Conv"]
  • ["Jacobian", "Global", "DuplicateVector", "SparseMul"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Global", "RecursiveSet", "Conv"]
  • ["Jacobian", "Global", "RecursiveSet", "SparseMul"]
  • ["Jacobian", "Global", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Global", "Set", "Conv"]
  • ["Jacobian", "Global", "Set", "SparseMul"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Global", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Global", "SortedVector", "Conv"]
  • ["Jacobian", "Global", "SortedVector", "SparseMul"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "BitSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "BitSet", "Conv"]
  • ["Jacobian", "Local", "BitSet", "SparseMul"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "DuplicateVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "DuplicateVector", "Conv"]
  • ["Jacobian", "Local", "DuplicateVector", "SparseMul"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "RecursiveSet", "Brusselator", "operator"]
  • ["Jacobian", "Local", "RecursiveSet", "Conv"]
  • ["Jacobian", "Local", "RecursiveSet", "SparseMul"]
  • ["Jacobian", "Local", "Set", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "Set", "Brusselator", "operator"]
  • ["Jacobian", "Local", "Set", "Conv"]
  • ["Jacobian", "Local", "Set", "SparseMul"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "ODE"]
  • ["Jacobian", "Local", "SortedVector", "Brusselator", "operator"]
  • ["Jacobian", "Local", "SortedVector", "Conv"]
  • ["Jacobian", "Local", "SortedVector", "SparseMul"]
  • ["OptimizationProblems", "britgas"]

Julia versioninfo

Julia Version 1.10.4
Commit 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
      Ubuntu 22.04.4 LTS
  uname: Linux 6.5.0-1022-azure #23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024 x86_64 x86_64
  CPU: AMD EPYC 7763 64-Core Processor: 
              speed         user         nice          sys         idle          irq
       #1  2445 MHz       9648 s          2 s        574 s      21736 s          0 s
       #2  2445 MHz       8963 s          0 s        634 s      22362 s          0 s
       #3  3241 MHz       7873 s          0 s        619 s      23463 s          0 s
       #4  3261 MHz       7663 s          0 s        557 s      23740 s          0 s
  Memory: 15.606491088867188 GB (12994.28515625 MB free)
  Uptime: 3203.78 sec
  Load Avg:  1.0  1.0  1.0
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Runtime information

Runtime Info
BLAS #threads 2
BLAS.vendor() lbt
Sys.CPU_THREADS 4

lscpu output:

Architecture:                       x86_64
CPU op-mode(s):                     32-bit, 64-bit
Address sizes:                      48 bits physical, 48 bits virtual
Byte Order:                         Little Endian
CPU(s):                             4
On-line CPU(s) list:                0-3
Vendor ID:                          AuthenticAMD
Model name:                         AMD EPYC 7763 64-Core Processor
CPU family:                         25
Model:                              1
Thread(s) per core:                 2
Core(s) per socket:                 2
Socket(s):                          1
Stepping:                           1
BogoMIPS:                           4890.86
Flags:                              fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl tsc_reliable nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy svm cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw topoext invpcid_single vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves clzero xsaveerptr rdpru arat npt nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload umip vaes vpclmulqdq rdpid fsrm
Virtualization:                     AMD-V
Hypervisor vendor:                  Microsoft
Virtualization type:                full
L1d cache:                          64 KiB (2 instances)
L1i cache:                          64 KiB (2 instances)
L2 cache:                           1 MiB (2 instances)
L3 cache:                           32 MiB (1 instance)
NUMA node(s):                       1
NUMA node0 CPU(s):                  0-3
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit:        Not affected
Vulnerability L1tf:                 Not affected
Vulnerability Mds:                  Not affected
Vulnerability Meltdown:             Not affected
Vulnerability Mmio stale data:      Not affected
Vulnerability Retbleed:             Not affected
Vulnerability Spec rstack overflow: Vulnerable: Safe RET, no microcode
Vulnerability Spec store bypass:    Vulnerable
Vulnerability Spectre v1:           Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2:           Mitigation; Retpolines; STIBP disabled; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected
Vulnerability Srbds:                Not affected
Vulnerability Tsx async abort:      Not affected
Cpu Property Value
Brand AMD EPYC 7763 64-Core Processor
Vendor :AMD
Architecture :Unknown
Model Family: 0xaf, Model: 0x01, Stepping: 0x01, Type: 0x00
Cores 16 physical cores, 16 logical cores (on executing CPU)
No Hyperthreading hardware capability detected
Clock Frequencies Not supported by CPU
Data Cache Level 1:3 : (32, 512, 32768) kbytes
64 byte cache line size
Address Size 48 bits virtual, 48 bits physical
SIMD 256 bit = 32 byte max. SIMD vector size
Time Stamp Counter TSC is accessible via rdtsc
TSC runs at constant rate (invariant from clock frequency)
Perf. Monitoring Performance Monitoring Counters (PMC) are not supported
Hypervisor Yes, Microsoft

@adrhill
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adrhill commented Jun 20, 2024

The way I see it, we have two options for Julia 1.6 support:

  • we overload similar in SCT on Julia <1.9
  • we overload similar in the NNlib extension on NNlib <0.9.18
  • we use the upcoming SCT v0.6 release to wipe our slate clean and break compatibility of Julia <1.9 with conv_direct!

I'm in favor of the last option. How about you @gdalle?

@adrhill adrhill removed the run benchmark Run benchmarks in CI label Jun 20, 2024
@gdalle
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gdalle commented Jun 20, 2024

I favor the first option, because the whole NLP ecosystem wants to support Julia 1.6, and now ADNLPModels relies on SCT.

@adrhill
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adrhill commented Jun 20, 2024

The overloads on similar are only required for conv_direct! in NNlib.
The NLP ecosystem is unrelated, as you can see by the tests passing.

@gdalle
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gdalle commented Jun 20, 2024

Oh right, sorry. Then yeah third option

@adrhill adrhill merged commit 34e6bec into main Jun 20, 2024
5 checks passed
@adrhill adrhill deleted the ah/remove-similar branch June 20, 2024 09:48
adrhill referenced this pull request Jul 30, 2024
@adrhill
SparseConnectivityTracer v0.6.0
ec44afc
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Remove overloads on similar
3 participants
@adrhill @codecov-commenter @gdalle