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RegularizedOptimization repository benchmark
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## This commit vs reference: R2_imprecise .svg
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## This commit vs reference: R2_precise .svg
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README.md

RegularizedOptimization Solver Benchmarks

Comparison between current commit and origin/jso-bmarks.

Raw
judgement.md

Benchmark Report for RegularizedOptimization

Job Properties

  • Time of benchmarks:
    • Target: 9 Mar 2026 - 21:36
    • Baseline: 9 Mar 2026 - 21:37
  • Package commits:
    • Target: 6f24cba
    • Baseline: b4d3e5b
  • Julia commits:
    • Target: 5fe89b8
    • Baseline: 5fe89b8
  • 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 ✅). Brackets display tolerances for the benchmark estimates. 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
["R2", "bpdn_B0"] 0.96 (5%) 0.94 (1%) ✅

Benchmark Group List

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

  • ["R2"]

Julia versioninfo

Target

Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: macOS (arm64-apple-darwin24.0.0)
  uname: Darwin 24.6.0 Darwin Kernel Version 24.6.0: Mon Jan 19 22:02:01 PST 2026; root:xnu-11417.140.69.708.3~1/RELEASE_ARM64_VMAPPLE arm64 arm
  CPU: Apple M1 (Virtual): 
              speed         user         nice          sys         idle          irq
       #1  2400 MHz        457 s          0 s        196 s        741 s          0 s  
       #2  2400 MHz        446 s          0 s        178 s        770 s          0 s  
       #3  2400 MHz        432 s          0 s        168 s        794 s          0 s  
  Memory: 7.0 GB (169.40625 MB free)
  Uptime: 1396.0 sec
  Load Avg:  3.65087890625  3.1875  4.1748046875
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, apple-m1)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 3 virtual cores)

Baseline

Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: macOS (arm64-apple-darwin24.0.0)
  uname: Darwin 24.6.0 Darwin Kernel Version 24.6.0: Mon Jan 19 22:02:01 PST 2026; root:xnu-11417.140.69.708.3~1/RELEASE_ARM64_VMAPPLE arm64 arm
  CPU: Apple M1 (Virtual): 
              speed         user         nice          sys         idle          irq
       #1  2400 MHz        473 s          0 s        198 s        755 s          0 s  
       #2  2400 MHz        462 s          0 s        180 s        784 s          0 s  
       #3  2400 MHz        447 s          0 s        170 s        809 s          0 s  
  Memory: 7.0 GB (71.015625 MB free)
  Uptime: 1428.0 sec
  Load Avg:  3.30615234375  3.16357421875  4.1318359375
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, apple-m1)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 3 virtual cores)
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reference.md

Benchmark Report for RegularizedOptimization

Job Properties

  • Time of benchmark: 9 Mar 2026 - 21:37
  • Package commit: b4d3e5b
  • Julia commit: 5fe89b8
  • 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
["R2", "bpdn_B0"] 3.330 ms (5%) 718.11 KiB (1%) 1162
["R2", "bpdn_l0"] 466.213 ms (5%) 3.31 MiB (1%) 177403
["R2", "bpdn_l1"] 1.961 ms (5%) 337.28 KiB (1%) 702

Benchmark Group List

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

  • ["R2"]

Julia versioninfo

Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: macOS (arm64-apple-darwin24.0.0)
  uname: Darwin 24.6.0 Darwin Kernel Version 24.6.0: Mon Jan 19 22:02:01 PST 2026; root:xnu-11417.140.69.708.3~1/RELEASE_ARM64_VMAPPLE arm64 arm
  CPU: Apple M1 (Virtual): 
              speed         user         nice          sys         idle          irq
       #1  2400 MHz        473 s          0 s        198 s        755 s          0 s  
       #2  2400 MHz        462 s          0 s        180 s        784 s          0 s  
       #3  2400 MHz        447 s          0 s        170 s        809 s          0 s  
  Memory: 7.0 GB (71.015625 MB free)
  Uptime: 1428.0 sec
  Load Avg:  3.30615234375  3.16357421875  4.1318359375
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, apple-m1)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 3 virtual cores)
Raw
TABLES.md

Solver Benchmarks Tables

This commit vs reference: R2_precise

Name f(x) Time
BPDN/ProximalOperators.NormL0 2.02e+00 2.23e-04
BPDN/ProximalOperators.NormL1 5.82e-01 1.52e-03
BPDN/ProximalOperators.IndBallL0 8.78e-03 2.92e-03
Name f(x) Time
BPDN/ProximalOperators.NormL0 2.02e+00 1.37e-04
BPDN/ProximalOperators.NormL1 4.72e-01 1.65e-03
BPDN/ProximalOperators.IndBallL0 8.89e-03 2.43e-03

This commit vs reference: R2_imprecise

Name f(x) Time
BPDN/ProximalOperators.NormL0 2.02e+00 0.00e+00
BPDN/ProximalOperators.NormL1 5.82e-01 9.62e-04
BPDN/ProximalOperators.IndBallL0 8.79e-03 2.11e-03
Name f(x) Time
BPDN/ProximalOperators.NormL0 2.02e+00 0.00e+00
BPDN/ProximalOperators.NormL1 4.72e-01 9.35e-04
BPDN/ProximalOperators.IndBallL0 8.89e-03 1.54e-03
Raw
this_commit.md

Benchmark Report for RegularizedOptimization

Job Properties

  • Time of benchmark: 9 Mar 2026 - 21:36
  • Package commit: 6f24cba
  • Julia commit: 5fe89b8
  • 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
["R2", "bpdn_B0"] 3.208 ms (5%) 675.98 KiB (1%) 1042
["R2", "bpdn_l0"] 454.359 ms (5%) 3.29 MiB (1%) 176595
["R2", "bpdn_l1"] 1.971 ms (5%) 336.91 KiB (1%) 684

Benchmark Group List

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

  • ["R2"]

Julia versioninfo

Julia Version 1.12.5
Commit 5fe89b8ddc1 (2026-02-09 16:05 UTC)
Build Info:
  Official https://julialang.org release
Platform Info:
  OS: macOS (arm64-apple-darwin24.0.0)
  uname: Darwin 24.6.0 Darwin Kernel Version 24.6.0: Mon Jan 19 22:02:01 PST 2026; root:xnu-11417.140.69.708.3~1/RELEASE_ARM64_VMAPPLE arm64 arm
  CPU: Apple M1 (Virtual): 
              speed         user         nice          sys         idle          irq
       #1  2400 MHz        457 s          0 s        196 s        741 s          0 s  
       #2  2400 MHz        446 s          0 s        178 s        770 s          0 s  
       #3  2400 MHz        432 s          0 s        168 s        794 s          0 s  
  Memory: 7.0 GB (169.40625 MB free)
  Uptime: 1396.0 sec
  Load Avg:  3.65087890625  3.1875  4.1748046875
  WORD_SIZE: 64
  LLVM: libLLVM-18.1.7 (ORCJIT, apple-m1)
  GC: Built with stock GC
Threads: 1 default, 1 interactive, 1 GC (on 3 virtual cores)
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