14 lines
506 B
Python
14 lines
506 B
Python
from __future__ import print_function
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import numpy as np
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# pip install fast-histogram
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from fast_histogram import histogram1d
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import timeit
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x = np.random.rand(1 << 20)
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nrepeat = 10
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print(timeit.timeit("np.histogram(x, bins=100, range=(0, 1))",
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"from __main__ import x, np", number=nrepeat) / (nrepeat * len(x)) / 1e-9)
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print(timeit.timeit("histogram1d(x, bins=100, range=(0, 1))",
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"from __main__ import x, histogram1d", number=nrepeat) / (nrepeat * len(x)) / 1e-9) |