NPBench Jacobi 2D

npbench.jacobi_2d.m

array_hashes

["06662ca7642f1952e510b3e97bb0c0f54344fa9432894bdefedd7406a784c8ee","51690f111f92b8933b08de46c8ff0ac8ed077b647af0e3256adb79dee9bf5280"]

array_shapes

[[350,350],[350,350]]

atol

1e-8

benchmark

jacobi_2d

dtype

float64

norm_error

0.00001

output_args

["A","B"]

parameters

{"N":350,"TSTEPS":80}

preset

M

rtol

0.00001

suite

NPBench

Reference: npbench.jacobi_2d.numpy vf2d7f27d87ba4881991e62c18a607aa6ba52b260 · Reference source

NPBench pinned NumPy kernel with M preset; reset mutated input arrays before each call

94.75 ms median

1 warm-up · 5 measured calls · perf_counter_ns

Raw reference samples (ns): 93323354 · 97585654 · 94751804 · 98080185 · 93476721

1. campaign.py:<lambda> · 1 calls · 0.093 s cumulative
2. campaign.py:run · 1 calls · 0.093 s cumulative
3. jacobi_2d_numpy.py:kernel · 1 calls · 0.093 s cumulative
4. ~:<method 'disable' of '_lsprof.Profiler' objects> · 1 calls · 0.000 s cumulative
5. campaign.py:_np_outputs · 1 calls · 0.000 s cumulative

linux · Python 3.12.12 · NVIDIA A100-SXM4-40GB · 40960 MiB · driver 550.54.15 · raddle 0.3.0 · raddle_bench 0.1.0 · numpy 2.5.3 · torch 2.8.0+cu128 · torch_cuda_runtime 12.8

Candidate history

1. phase-c-001-npbench.jacobi_2d.maccepted

   Source revision: sha256:342c861c2f9d10da576d319ebe8427f8f96f9542726130d69e97129b2a8c60af

   Source SHA-256: 342c861c2f9d10da576d319ebe8427f8f96f9542726130d69e97129b2a8c60af

   Build: passed

   Validation: matched · 2 outputs checked · max abs 0 · max rel 0 · npbench.numpy.v1

   Benchmark median 24.21 ms · raw ns: 24379364 · 24719719 · 24209097 · 23956734 · 24034313

   Confirmed median 24.24 ms · raw ns: 24566588 · 24505539 · 24244062 · 23940414 · 23890016

2. phase-c-002-npbench.jacobi_2d.mbuild_failed

   Source revision: sha256:342c861c2f9d10da576d319ebe8427f8f96f9542726130d69e97129b2a8c60af

   Source SHA-256:

   Build: failed

   Validation: not run

   candidate initialization or JIT failed

3. phase-c-003-npbench.jacobi_2d.maccepted

   Source revision: sha256:3321418832a62e17d8ae348863a9dda63444d559f7a9a22bc2ac84d466fc6c68

   Source SHA-256: 3321418832a62e17d8ae348863a9dda63444d559f7a9a22bc2ac84d466fc6c68

   Build: passed

   Validation: matched · 2 outputs checked · max abs 4.263256414560601e-13 · max rel 5.883400614287084e-16 · npbench.numpy.v1

   Benchmark median 4.13 ms · raw ns: 4456950 · 4120456 · 4126018 · 4123707 · 4142555

   Confirmed median 4.10 ms · raw ns: 4048467 · 4100603 · 4101346 · 4097130 · 4195230