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RegularizedOptimization repository benchmark
Raw
judgement.md

Benchmark Report for RegularizedOptimization

Job Properties

  • Time of benchmarks:
    • Target: 23 Mar 2026 - 16:03
    • Baseline: 23 Mar 2026 - 16:04
  • Package commits:
    • Target: 2f5e96b
    • Baseline: 60a9a7c
  • 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"] 3.74 (5%) ❌ 2.89 (1%) ❌
["R2", "bpdn_l0"] 0.89 (5%) ✅ 0.99 (1%)
["R2", "bpdn_l1"] 3.16 (5%) ❌ 1.10 (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         87 s          0 s         41 s        104 s          0 s  
       #2  2400 MHz         85 s          0 s         32 s        115 s          0 s  
       #3  2400 MHz         80 s          0 s         29 s        124 s          0 s  
  Memory: 7.0 GB (67.5 MB free)
  Uptime: 232.0 sec
  Load Avg:  7.3291015625  10.0185546875  5.2978515625
  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        102 s          0 s         44 s        118 s          0 s  
       #2  2400 MHz        100 s          0 s         34 s        130 s          0 s  
       #3  2400 MHz         95 s          0 s         31 s        138 s          0 s  
  Memory: 7.0 GB (75.078125 MB free)
  Uptime: 264.0 sec
  Load Avg:  6.2880859375  9.4365234375  5.2734375
  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: 23 Mar 2026 - 16:04
  • Package commit: 60a9a7c
  • 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"] 2.747 ms (5%) 642.27 KiB (1%) 946
["R2", "bpdn_l0"] 454.664 ms (5%) 3.29 MiB (1%) 176301
["R2", "bpdn_l1"] 1.916 ms (5%) 336.62 KiB (1%) 666

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        102 s          0 s         44 s        118 s          0 s  
       #2  2400 MHz        100 s          0 s         34 s        130 s          0 s  
       #3  2400 MHz         95 s          0 s         31 s        138 s          0 s  
  Memory: 7.0 GB (75.078125 MB free)
  Uptime: 264.0 sec
  Load Avg:  6.2880859375  9.4365234375  5.2734375
  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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tables.md

Solver Benchmarks Tables

This commit vs reference: R2DH_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 7.45e-04 12 12 11
BPDN/ProximalOperators.NormL1 4.98e-01 8.16e-04 14 14 13
BPDN/ProximalOperators.IndBallL0 8.25e-03 8.71e-04 11 11 10

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 7.33e-04 12 12 11
BPDN/ProximalOperators.NormL1 4.98e-01 8.39e-04 14 14 13
BPDN/ProximalOperators.IndBallL0 8.25e-03 8.74e-04 11 11 10

This commit vs reference: TR_sr1_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.29e+00 10001 10001 10000
BPDN/ProximalOperators.NormL1 4.98e-01 1.21e+00 10001 10001 10000
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.50e+00 10001 10001 10000

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.32e+00 10001 10001 10000
BPDN/ProximalOperators.NormL1 4.98e-01 1.28e+00 10001 10001 10000
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.54e+00 10001 10001 10000

This commit vs reference: R2N_sr1_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 3.01e+01 613 613 612
BPDN/ProximalOperators.NormL1 4.98e-01 3.00e+01 653 653 652
BPDN/ProximalOperators.IndBallL0 8.25e-03 3.02e+01 158 158 157

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 Inf Inf 0 0 0
BPDN/ProximalOperators.NormL1 Inf Inf 0 0 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

This commit vs reference: TRDH_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 2.12e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 2.12e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

This commit vs reference: R2N_bfgs_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 2.10e-03 9 9 8
BPDN/ProximalOperators.NormL1 4.98e-01 1.69e-03 9 9 8
BPDN/ProximalOperators.IndBallL0 8.25e-03 6.41e-03 7 7 6

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.40e-03 10 10 9
BPDN/ProximalOperators.NormL1 4.98e-01 1.12e-03 9 9 8
BPDN/ProximalOperators.IndBallL0 8.25e-03 2.60e-03 7 7 6

This commit vs reference: R2_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 4.98e-01 2.08e-03 41 31 40
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.18e-03 64 38 63

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 4.98e-01 1.10e-03 19 18 18
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.53e-03 19 19 18

This commit vs reference: TR_bfgs_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.24e+00 10001 10001 10000
BPDN/ProximalOperators.NormL1 4.98e-01 1.09e+00 10001 10001 10000
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.46e+00 10001 10001 10000

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.11e+00 10001 10001 10000
BPDN/ProximalOperators.NormL1 4.98e-01 1.10e+00 10001 10001 10000
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.69e+00 10001 10001 10000

This commit vs reference: R2N_bfgs_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.25e-01 17 17 16
BPDN/ProximalOperators.NormL1 4.98e-01 9.40e-02 16 16 15
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.10e-01 14 14 13

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.26e-01 18 18 17
BPDN/ProximalOperators.NormL1 4.98e-01 8.11e-02 16 16 15
BPDN/ProximalOperators.IndBallL0 8.25e-03 2.88e-01 14 14 13

This commit vs reference: TR_sr1_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 4.23e-03 39 39 38
BPDN/ProximalOperators.NormL1 4.98e-01 2.95e-03 27 27 26
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.19e-03 28 28 27

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 5.00e-03 38 38 37
BPDN/ProximalOperators.NormL1 4.98e-01 2.52e-03 26 26 25
BPDN/ProximalOperators.IndBallL0 8.25e-03 3.90e-03 28 28 27

This commit vs reference: R2DH_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.77e-03 29 29 28
BPDN/ProximalOperators.NormL1 4.98e-01 1.27e-03 21 21 20
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.02e-03 13 13 12

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.74e-03 29 29 28
BPDN/ProximalOperators.NormL1 4.98e-01 1.23e-03 21 21 20
BPDN/ProximalOperators.IndBallL0 8.25e-03 9.88e-04 13 13 12

This commit vs reference: R2_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 4.40e-01 10001 5004 10000
BPDN/ProximalOperators.NormL1 4.98e-01 6.55e-03 145 84 144
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.10e-02 181 98 180

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 4.97e-01 10001 6226 10000
BPDN/ProximalOperators.NormL1 4.98e-01 2.16e-03 34 33 33
BPDN/ProximalOperators.IndBallL0 8.25e-03 2.94e-03 37 37 36

This commit vs reference: TRDH_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.96e-01 1.59e-04 3 3 2
BPDN/ProximalOperators.NormL1 7.96e-01 1.58e-04 3 3 2
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.96e-01 1.53e-04 3 3 2
BPDN/ProximalOperators.NormL1 7.96e-01 1.63e-04 3 3 2
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

This commit vs reference: R2DH_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 4.78e-04 8 8 7
BPDN/ProximalOperators.NormL1 4.98e-01 5.00e-04 9 9 8
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.27e-04 6 6 5

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 4.41e-04 8 8 7
BPDN/ProximalOperators.NormL1 4.98e-01 5.01e-04 9 9 8
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.33e-04 6 6 5

This commit vs reference: TRDH_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 2.12e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.NormL1 2.12e+00 0.00e+00 1 1 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0

This commit vs reference: R2N_sr1_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.12e-03 7 7 6
BPDN/ProximalOperators.NormL1 4.98e-01 1.88e-03 8 8 7
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.71e-03 5 5 4

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 9.67e-04 7 7 6
BPDN/ProximalOperators.NormL1 4.98e-01 1.02e-03 8 8 7
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.74e-03 5 5 4

This commit vs reference: TR_bfgs_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 2.77e-03 22 22 21
BPDN/ProximalOperators.NormL1 4.98e-01 1.80e-03 16 16 15
BPDN/ProximalOperators.IndBallL0 8.25e-03 3.02e-03 16 16 15

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 2.00e-03 20 20 19
BPDN/ProximalOperators.NormL1 4.98e-01 1.51e-03 15 15 14
BPDN/ProximalOperators.IndBallL0 8.25e-03 2.54e-03 16 16 15

This commit vs reference: R2N_sr1_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.94e-03 10 10 9
BPDN/ProximalOperators.NormL1 4.98e-01 2.81e-03 12 12 11
BPDN/ProximalOperators.IndBallL0 8.25e-03 4.31e-03 9 9 8

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 5.27e-02 10 10 9
BPDN/ProximalOperators.NormL1 4.98e-01 1.66e-03 12 12 11
BPDN/ProximalOperators.IndBallL0 8.25e-03 3.83e-03 9 9 8

This commit vs reference: TR_sr1_imprecise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.51e-03 13 13 12
BPDN/ProximalOperators.NormL1 4.98e-01 1.24e-03 11 11 10
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.45e-03 9 9 8

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 1.22e-03 12 12 11
BPDN/ProximalOperators.NormL1 4.98e-01 1.06e-03 11 11 10
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.45e-03 9 9 8

This commit vs reference: TR_bfgs_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 7.33e-03 73 73 72
BPDN/ProximalOperators.NormL1 4.98e-01 4.54e-03 47 47 46
BPDN/ProximalOperators.IndBallL0 8.25e-03 1.84e-02 54 54 53

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 7.07e-03 72 72 71
BPDN/ProximalOperators.NormL1 4.98e-01 4.44e-03 46 46 45
BPDN/ProximalOperators.IndBallL0 8.25e-03 7.43e-03 54 54 53

This commit vs reference: R2_precise

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 1.42e-04 3 3 2
BPDN/ProximalOperators.NormL1 4.98e-01 4.88e-03 107 64 106
BPDN/ProximalOperators.IndBallL0 8.25e-03 8.69e-03 140 76 139

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 1.79e+00 1.39e-04 3 3 2
BPDN/ProximalOperators.NormL1 4.98e-01 1.56e-03 27 26 26
BPDN/ProximalOperators.IndBallL0 8.25e-03 2.25e-03 29 29 28

This commit vs reference: R2N_bfgs_default

This commit

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 4.68e-01 3.00e+01 736 736 735
BPDN/ProximalOperators.NormL1 4.98e-01 3.00e+01 783 783 782
BPDN/ProximalOperators.IndBallL0 8.25e-03 3.01e+01 165 165 164

Reference

Name f(x) Time Obj Evals Grad Evals Iterations
BPDN/ProximalOperators.NormL0 Inf Inf 0 0 0
BPDN/ProximalOperators.NormL1 Inf Inf 0 0 0
BPDN/ProximalOperators.IndBallL0 Inf Inf 0 0 0
Raw
this_commit.md

Benchmark Report for RegularizedOptimization

Job Properties

  • Time of benchmark: 23 Mar 2026 - 16:03
  • Package commit: 2f5e96b
  • 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"] 10.263 ms (5%) 1.81 MiB (1%) 4319
["R2", "bpdn_l0"] 405.620 ms (5%) 3.27 MiB (1%) 175079
["R2", "bpdn_l1"] 6.052 ms (5%) 369.67 KiB (1%) 2604

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         87 s          0 s         41 s        104 s          0 s  
       #2  2400 MHz         85 s          0 s         32 s        115 s          0 s  
       #3  2400 MHz         80 s          0 s         29 s        124 s          0 s  
  Memory: 7.0 GB (67.5 MB free)
  Uptime: 232.0 sec
  Load Avg:  7.3291015625  10.0185546875  5.2978515625
  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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