--- /srv/reproducible-results/rbuild-debian/r-b-build.88ZtQBtD/b1/numpy_2.2.3+ds-5_i386.changes +++ /srv/reproducible-results/rbuild-debian/r-b-build.88ZtQBtD/b2/numpy_2.2.3+ds-5_i386.changes ├── Files │ @@ -1,5 +1,5 @@ │ │ - 02216633a218f000562e53ac1f56a5d3 5811628 doc optional python-numpy-doc_2.2.3+ds-5_all.deb │ + c9278d367aee30b020b35857e43c2d80 5811776 doc optional python-numpy-doc_2.2.3+ds-5_all.deb │ b49bca3955ba2733c9eab7427e208faf 29561492 debug optional python3-numpy-dbgsym_2.2.3+ds-5_i386.deb │ 7a879024cf54dda864e64f68093acac0 145792 python optional python3-numpy-dev_2.2.3+ds-5_i386.deb │ bce6078295d4ee3b39c68dd546156b6a 5060120 python optional python3-numpy_2.2.3+ds-5_i386.deb ├── python-numpy-doc_2.2.3+ds-5_all.deb │ ├── file list │ │ @@ -1,3 +1,3 @@ │ │ -rw-r--r-- 0 0 0 4 2025-03-09 20:14:24.000000 debian-binary │ │ --rw-r--r-- 0 0 0 64876 2025-03-09 20:14:24.000000 control.tar.xz │ │ --rw-r--r-- 0 0 0 5746560 2025-03-09 20:14:24.000000 data.tar.xz │ │ +-rw-r--r-- 0 0 0 64884 2025-03-09 20:14:24.000000 control.tar.xz │ │ +-rw-r--r-- 0 0 0 5746700 2025-03-09 20:14:24.000000 data.tar.xz │ ├── control.tar.xz │ │ ├── control.tar │ │ │ ├── ./md5sums │ │ │ │ ├── ./md5sums │ │ │ │ │┄ Files differ │ ├── data.tar.xz │ │ ├── data.tar │ │ │ ├── file list │ │ │ │ @@ -2578,15 +2578,15 @@ │ │ │ │ -rw-r--r-- 0 root (0) root (0) 42758 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.wald.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 46891 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.weibull.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45382 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generated/numpy.random.zipf.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 82403 2025-03-09 20:14:24.000000 ./usr/share/doc/python-numpy/html/reference/random/generator.html │ │ │ │ -rw-r--r-- 0 root (0) root (0) 45982 2025-03-09 20:14:24.000000 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In [1]: import numpy.random
│ │ │ │  
│ │ │ │  In [2]: rng = np.random.default_rng()
│ │ │ │  
│ │ │ │  In [3]: %timeit -n 1 rng.standard_normal(100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_normal(100000)
│ │ │ │     ...: 
│ │ │ │ -7.29 ms +- 962 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -14.2 ms +- 147 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +4.47 ms +- 204 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +6.21 ms +- 31.9 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │
In [4]: %timeit -n 1 rng.standard_exponential(100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_exponential(100000)
│ │ │ │     ...: 
│ │ │ │ -5.8 ms +- 80.8 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -16.6 ms +- 73.7 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +3.78 ms +- 46.2 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +5.84 ms +- 19.3 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │
In [5]: %timeit -n 1 rng.standard_gamma(3.0, 100000)
│ │ │ │     ...: %timeit -n 1 numpy.random.standard_gamma(3.0, 100000)
│ │ │ │     ...: 
│ │ │ │ -29.5 ms +- 357 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ -42.9 ms +- 18 ms per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +12.4 ms +- 30 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │ +14.3 ms +- 25.1 us per loop (mean +- std. dev. of 7 runs, 1 loop each)
│ │ │ │  
│ │ │ │
│ │ │ │ │ │ │ │ │ │ │ │ │ │ │ │
In [6]: rng = np.random.default_rng()
│ │ │ │  
│ │ │ │  In [7]: rng.random(3, dtype=np.float64)
│ │ │ │ -Out[7]: array([0.63916943, 0.41190027, 0.77778762])
│ │ │ │ +Out[7]: array([0.44341898, 0.48485351, 0.14821712])
│ │ │ │  
│ │ │ │  In [8]: rng.random(3, dtype=np.float32)
│ │ │ │ -Out[8]: array([0.30106312, 0.18675065, 0.21117067], dtype=float32)
│ │ │ │ +Out[8]: array([0.65999645, 0.6686265 , 0.3359151 ], dtype=float32)
│ │ │ │  
│ │ │ │  In [9]: rng.integers(0, 256, size=3, dtype=np.uint8)
│ │ │ │ -Out[9]: array([205, 106, 156], dtype=uint8)
│ │ │ │ +Out[9]: array([221,  44, 120], dtype=uint8)
│ │ │ │  
│ │ │ │
│ │ │ │