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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-27 18:24:20 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-27 18:24:20 +0000
commit483eb2f56657e8e7f419ab1a4fab8dce9ade8609 (patch)
treee5d88d25d870d5dedacb6bbdbe2a966086a0a5cf /src/boost/libs/histogram/benchmark/histogram_filling_numpy.py
parentInitial commit. (diff)
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Adding upstream version 14.2.21.upstream/14.2.21upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'src/boost/libs/histogram/benchmark/histogram_filling_numpy.py')
-rw-r--r--src/boost/libs/histogram/benchmark/histogram_filling_numpy.py14
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diff --git a/src/boost/libs/histogram/benchmark/histogram_filling_numpy.py b/src/boost/libs/histogram/benchmark/histogram_filling_numpy.py
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+++ b/src/boost/libs/histogram/benchmark/histogram_filling_numpy.py
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+from __future__ import print_function
+import numpy as np
+# pip install fast-histogram
+from fast_histogram import histogram1d
+import timeit
+
+x = np.random.rand(1 << 20)
+nrepeat = 10
+
+print(timeit.timeit("np.histogram(x, bins=100, range=(0, 1))",
+ "from __main__ import x, np", number=nrepeat) / (nrepeat * len(x)) / 1e-9)
+
+print(timeit.timeit("histogram1d(x, bins=100, range=(0, 1))",
+ "from __main__ import x, histogram1d", number=nrepeat) / (nrepeat * len(x)) / 1e-9) \ No newline at end of file