Create pytest benchmark tests

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nmannall
2024-01-04 16:11:17 +00:00
父节点 cb91f3a879
当前提交 b175af4ca1

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tests/test_benchmarks.py 普通文件
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"""A series of models with different domain sizes used for benchmarking.
The domain is free space with a simple source (Hertzian Dipole) and
receiver at the centre.
"""
import os
from pathlib import Path
import pytest
import gprMax
# Cube side lengths (in cells) for different domains
DOMAINS = [0.10] # [0.10, 0.15, 0.20, 0.30, 0.40, 0.50, 0.60, 0.70, 0.80]
# Number of OpenMP threads to benchmark each domain size
OMP_THREADS = [1, 2, 4, 8, 16, 32, 64, 128]
# Discretisation
dl = 0.001
@pytest.mark.parametrize("domain", DOMAINS)
@pytest.mark.parametrize("omp_threads", OMP_THREADS)
def test_simple_benchmarks(request, benchmark, domain, omp_threads):
output_dir = Path(os.path.dirname(request.fspath), "tmp", request.node.name)
os.makedirs(output_dir, exist_ok=True)
output_filepath = output_dir / "model.h5"
# Domain
x = domain
y = x
z = x
scene = gprMax.Scene()
title = gprMax.Title(name=request.node.name)
domain = gprMax.Domain(p1=(x, y, z))
dxdydz = gprMax.Discretisation(p1=(dl, dl, dl))
time_window = gprMax.TimeWindow(time=3e-9)
wv = gprMax.Waveform(wave_type="gaussiandotnorm", amp=1, freq=900e6, id="MySource")
src = gprMax.HertzianDipole(p1=(x / 2, y / 2, z / 2), polarisation="x", waveform_id="MySource")
rx = gprMax.Rx(p1=(x / 4, y / 4, z / 4))
omp = gprMax.OMPThreads(n=omp_threads)
scenes = []
scene.add(title)
scene.add(domain)
scene.add(dxdydz)
scene.add(time_window)
scene.add(wv)
scene.add(src)
scene.add(omp)
scene.add(rx)
scenes.append(scene)
# Run benchmark once (i.e. 1 round)
# benchmark.pedantic(gprMax.run, kwargs={'scenes': scenes, 'n': len(scenes), 'geometry_only': False, 'outputfile': output_filepath, 'gpu': None})
# Automatically choose number of rounds.
benchmark(gprMax.run, scenes=scenes, n=len(scenes), geometry_only=False, outputfile=output_filepath, gpu=None)