Numpy Benchmarks (Sept 25, 2022)

Benchmark Machine

• CPU: 2.6 GHz 6-Core Intel Core i7
• OS: Linux 5.19.0-76051900-generic
• RAM: 16GB
• Python: 3.8.5 (patched with gh-60074: add new stable API function PyType_FromMetaclass)
• HPy: 0.0.4

Results

No.	benchmarks	cpython-capi-1.22.1	cpython-hpy-capi	cpython-hpy-universal
-	average	0.00%	0.25%	0.58%
1	bench_ufunc_strides.AVX_UFunc_log.time_log(4, 'f')	49.373μs	116.583μs 136.13%	115.117μs 133.16%
2	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 1, 'f')	481.552μs	1.108ms 130.05%	1.086ms 125.55%
3	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 1, 'f')	432.868μs	896.196μs 107.04%	454.304μs 4.95%
4	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 2, 'F')	33.423μs	68.582μs 105.20%	34.541μs 3.35%
5	bench_lib.Nan.time_nanmax(200000, 0.1)	99.430μs	201.866μs 103.02%	102.023μs 2.61%
6	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 2, 'f')	1.744ms	1.752ms 0.45%	3.390ms 94.34%
7	bench_lib.Nan.time_nanmax(200000, 0)	102.229μs	197.718μs 93.41%	109.683μs 7.29%
8	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 4, 'F')	34.088μs	65.925μs 93.40%	34.519μs 1.26%
9	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 2, 'f')	1.737ms	1.766ms 1.67%	3.321ms 91.14%
10	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 1, 'f')	1.726ms	1.740ms 0.82%	3.257ms 88.68%
11	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 1, 'F')	16.583μs	16.862μs 1.69%	31.261μs 88.52%
12	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 4, 'd')	1.119ms	1.194ms 6.74%	2.101ms 87.77%
13	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 1, 'd')	1.249ms	2.089ms 67.19%	2.271ms 81.79%
14	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 1, 'F')	14.002μs	25.266μs 80.45%	23.577μs 68.39%
15	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 1, 'd')	1.197ms	1.239ms 3.49%	2.156ms 80.10%
16	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 2, 'f')	1.400ms	2.507ms 79.04%	2.481ms 77.15%
17	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 1, 'd')	1.825ms	1.851ms 1.40%	3.253ms 78.20%
18	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 2, 'f')	1.731ms	1.745ms 0.85%	3.051ms 76.29%
19	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 2, 'f')	1.397ms	1.414ms 1.16%	2.434ms 74.21%
20	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 2, 'f')	1.722ms	1.745ms 1.35%	2.995ms 73.91%
21	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 2, 'd')	1.743ms	1.754ms 0.65%	3.015ms 72.97%
22	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 4, 'd')	1.290ms	1.296ms 0.45%	2.223ms 72.33%
23	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 1, 'd')	1.233ms	1.248ms 1.28%	2.111ms 71.24%
24	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 4, 'f')	1.428ms	1.431ms 0.26%	2.434ms 70.50%
25	bench_ufunc_strides.AVX_UFunc_log.time_log(1, 'd')	78.722μs	134.184μs 70.45%	81.484μs 3.51%
26	bench_linalg.Linalg.time_op('svd', 'float64')	3.483ms	5.935ms 70.37%	3.556ms 2.08%
27	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 1, 'd')	1.254ms	1.301ms 3.82%	2.115ms 68.70%
28	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 2, 'F')	14.511μs	24.368μs 67.93%	14.726μs 1.48%
29	bench_linalg.Linalg.time_op('svd', 'int32')	3.540ms	5.943ms 67.86%	5.917ms 67.13%
30	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 1, 'D')	14.780μs	24.651μs 66.79%	15.082μs 2.04%
31	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 2, 'f')	2.169ms	2.181ms 0.55%	3.614ms 66.63%
32	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 2, 'd')	1.310ms	1.313ms 0.19%	2.181ms 66.50%
33	bench_ufunc_strides.AVX_UFunc_log.time_log(2, 'd')	79.869μs	132.150μs 65.46%	132.826μs 66.31%
34	bench_ufunc_strides.AVX_UFunc_log.time_log(4, 'd')	80.255μs	131.389μs 63.71%	132.940μs 65.65%
35	bench_linalg.Linalg.time_op('svd', 'float32')	3.580ms	5.927ms 65.55%	3.611ms 0.87%
36	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 2, 'd')	1.298ms	2.141ms 64.90%	2.088ms 60.82%
37	bench_linalg.Linalg.time_op('svd', 'complex128')	7.595ms	12.459ms 64.04%	7.780ms 2.43%
38	bench_linalg.Linalg.time_op('pinv', 'float64')	4.580ms	7.473ms 63.16%	4.592ms 0.25%
39	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 4, 'f')	2.258ms	2.260ms 0.10%	3.597ms 59.31%
40	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 4, 'd')	1.405ms	2.233ms 58.90%	2.219ms 57.94%
41	bench_linalg.Linalg.time_op('pinv', 'complex64')	9.154ms	14.449ms 57.85%	9.260ms 1.16%
42	bench_linalg.Linalg.time_op('pinv', 'int64')	4.587ms	7.223ms 57.45%	4.638ms 1.10%
43	bench_linalg.Linalg.time_op('svd', 'complex64')	7.684ms	12.097ms 57.44%	7.850ms 2.16%
44	bench_linalg.Linalg.time_op('pinv', 'int16')	4.619ms	7.178ms 55.38%	4.641ms 0.46%
45	bench_linalg.Linalg.time_op('pinv', 'int32')	4.629ms	7.177ms 55.05%	4.651ms 0.48%
46	bench_linalg.Eindot.time_einsum_ijk_jil_kl	30.418ms	46.457ms 52.73%	30.799ms 1.25%
47	bench_linalg.Linalg.time_op('det', 'int32')	262.069μs	392.829μs 49.90%	273.315μs 4.29%
48	bench_random.RNG.time_normal_zig('numpy')	2.082ms	3.062ms 47.04%	2.109ms 1.28%
49	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 1, 'd')	2.391ms	3.500ms 46.40%	2.400ms 0.39%
50	bench_core.CorrConv.time_correlate(1000, 10, 'full')	7.029μs	10.230μs 45.55%	10.007μs 42.38%
51	bench_linalg.Linalg.time_op('det', 'int16')	268.322μs	388.572μs 44.82%	272.921μs 1.71%
52	bench_core.CorrConv.time_correlate(1000, 10, 'same')	6.900μs	9.989μs 44.76%	9.876μs 43.12%
53	bench_linalg.Linalg.time_op('det', 'float32')	264.151μs	382.304μs 44.73%	277.097μs 4.90%
54	bench_core.CorrConv.time_correlate(1000, 100, 'same')	91.245μs	92.737μs 1.64%	113.531μs 24.42%
55	bench_core.CorrConv.time_correlate(1000, 100, 'valid')	84.424μs	104.863μs 24.21%	104.569μs 23.86%
56	bench_ufunc.UFunc.time_ufunc_types('tan')	7.917ms	7.957ms 0.51%	9.794ms 23.71%
57	bench_linalg.Einsum.time_einsum_contig_contig(<class 'numpy.float64'>)	170.892μs	174.573μs 2.15%	210.568μs 23.22%
58	bench_lib.Nan.time_nanmax(200, 0)	22.233μs	22.652μs 1.89%	27.216μs 22.42%
59	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 1, 'F')	10.139μs	12.361μs 21.92%	10.271μs 1.31%
60	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 1, 'd')	61.609μs	75.062μs 21.84%	63.828μs 3.60%
61	bench_random.Randint_dtype.time_randint_fast('uint16')	237.254μs	238.202μs 0.40%	287.900μs 21.35%
62	bench_linalg.Einsum.time_einsum_contig_outstride0(<class 'numpy.float32'>)	89.283μs	91.519μs 2.50%	107.870μs 20.82%
63	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 1, 'D')	14.201μs	16.950μs 19.36%	16.687μs 17.51%
64	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 2, 'F')	12.320μs	13.725μs 11.41%	14.695μs 19.27%
65	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 1, 'F')	10.455μs	12.183μs 16.53%	12.417μs 18.77%
66	bench_function_base.Bincount.time_bincount	338.863μs	399.918μs 18.02%	357.176μs 5.40%
67	bench_scalar.ScalarMath.time_addition_pyint('complex256')	7.225μs	8.524μs 17.97%	7.465μs 3.32%
68	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=array(3.)))	2.369μs	2.780μs 17.33%	2.402μs 1.41%
69	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 4, 'd')	206.414μs	212.302μs 2.85%	241.886μs 17.18%
70	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 2, 'F')	12.397μs	14.464μs 16.67%	13.576μs 9.51%
71	bench_core.VarComplex.time_var(1000000)	7.779ms	9.056ms 16.42%	8.113ms 4.30%
72	bench_linalg.Einsum.time_einsum_noncon_mul(<class 'numpy.float64'>)	56.871μs	66.017μs 16.08%	63.351μs 11.40%
73	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 4, 'f')	1.261ms	1.274ms 1.04%	1.463ms 16.01%
74	bench_linalg.Einsum.time_einsum_contig_contig(<class 'numpy.float32'>)	104.926μs	105.913μs 0.94%	121.629μs 15.92%
75	bench_linalg.Eindot.time_dot_d_dot_b_c	266.095μs	306.898μs 15.33%	266.349μs 0.10%
76	bench_function_base.Sort.time_sort('merge', 'int64', ('reversed',))	15.310μs	15.431μs 0.79%	17.652μs 15.29%
77	bench_lib.Nan.time_nanvar(200000, 2.0)	2.076ms	2.121ms 2.14%	2.384ms 14.83%
78	bench_core.CorrConv.time_correlate(1000, 10000, 'full')	10.247ms	10.315ms 0.66%	11.716ms 14.33%
79	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 4, 'd')	108.794μs	123.764μs 13.76%	111.477μs 2.47%
80	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 95])	324.050μs	329.459μs 1.67%	367.246μs 13.33%
81	bench_ma.Indexing.time_scalar(True, 2, 100)	3.592μs	4.067μs 13.25%	3.849μs 7.16%
82	bench_ma.MA.time_masked_array	17.632μs	18.087μs 2.59%	19.887μs 12.79%
83	bench_core.CorrConv.time_convolve(100000, 1000, 'valid')	102.427ms	103.095ms 0.65%	115.202ms 12.47%
84	bench_linalg.Eindot.time_matmul_a_b	39.354ms	41.173ms 4.62%	44.149ms 12.18%
85	bench_core.CorrConv.time_convolve(50, 1000, 'same')	50.601μs	50.835μs 0.46%	56.544μs 11.75%
86	bench_random.RNG.time_normal_zig('Philox')	1.294ms	1.306ms 0.95%	1.446ms 11.72%
87	bench_ma.Indexing.time_scalar(True, 1, 10)	3.447μs	3.736μs 8.38%	3.847μs 11.61%
88	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 1535])	326.829μs	364.468μs 11.52%	346.907μs 6.14%
89	bench_random.Randint_dtype.time_randint_slow('uint32')	1.490ms	1.545ms 3.66%	1.660ms 11.40%
90	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int64'>)	19.749μs	20.220μs 2.38%	21.983μs 11.31%
91	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 2, 'd')	62.982μs	70.061μs 11.24%	63.249μs 0.42%
92	bench_reduce.AddReduceSeparate.time_reduce(0, 'int64')	487.077μs	487.391μs 0.06%	541.330μs 11.14%
93	bench_random.Randint_dtype.time_randint_slow('uint8')	989.973μs	1.012ms 2.24%	1.097ms 10.80%
94	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 2047])	255.971μs	283.527μs 10.77%	278.810μs 8.92%
95	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 2047])	316.298μs	329.852μs 4.29%	350.003μs 10.66%
96	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 1535])	608.717μs	615.153μs 1.06%	671.653μs 10.34%
97	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 1, 'd')	51.333μs	56.588μs 10.24%	51.761μs 0.83%
98	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 1, 'f')	51.202μs	56.433μs 10.22%	55.684μs 8.76%
99	bench_ma.Indexing.time_scalar(True, 2, 1000)	3.621μs	3.990μs 10.20%	3.834μs 5.88%
100	bench_scalar.ScalarMath.time_abs('longfloat')	1.055μs	1.071μs 1.53%	1.161μs 9.99%
101	bench_ma.Indexing.time_scalar(True, 2, 10)	3.635μs	3.987μs 9.67%	3.673μs 1.04%
102	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 2047])	272.428μs	274.465μs 0.75%	298.449μs 9.55%
103	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 1535])	732.728μs	749.186μs 2.25%	802.436μs 9.51%
104	bench_lib.Nan.time_nanmean(200, 90.0)	79.201μs	79.412μs 0.27%	86.666μs 9.43%
105	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 2, 'd')	74.467μs	81.433μs 9.35%	75.149μs 0.92%
106	bench_ma.Indexing.time_1d(False, 2, 100)	15.412μs	15.500μs 0.57%	16.843μs 9.28%
107	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 64])	978.155μs	999.191μs 2.15%	1.069ms 9.27%
108	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 1535])	276.505μs	284.138μs 2.76%	302.062μs 9.24%
109	bench_lib.Nan.time_nancumprod(200, 50.0)	34.404μs	34.600μs 0.57%	37.582μs 9.24%
110	bench_lib.Nan.time_nanmean(200, 0.1)	78.253μs	79.550μs 1.66%	85.471μs 9.22%
111	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 2047])	325.830μs	340.420μs 4.48%	355.762μs 9.19%
112	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(array([5]))	2.609μs	2.719μs 4.24%	2.848μs 9.16%
113	bench_scalar.ScalarMath.time_addition_pyint('complex128')	7.204μs	7.864μs 9.16%	7.511μs 4.26%
114	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 2047])	440.768μs	444.644μs 0.88%	481.025μs 9.13%
115	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 4, 'd')	155.084μs	157.141μs 1.33%	169.235μs 9.12%
116	bench_random.RNG.time_raw('numpy')	317.800μs	346.587μs 9.06%	339.533μs 6.84%
117	bench_ma.Indexing.time_1d(True, 2, 100)	16.869μs	16.958μs 0.53%	18.388μs 9.01%
118	bench_lib.Nan.time_nancumprod(200000, 0)	1.505ms	1.640ms 8.93%	1.511ms 0.37%
119	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int32'>)	4.624ms	4.837ms 4.60%	5.027ms 8.71%
120	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 2, 'D')	18.948μs	20.588μs 8.66%	19.996μs 5.53%
121	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int16')	8.574μs	8.711μs 1.59%	9.302μs 8.49%
122	bench_core.Temporaries.time_mid2	161.193μs	162.382μs 0.74%	174.869μs 8.48%
123	bench_ma.Indexing.time_0d(True, 1, 100)	16.706μs	18.119μs 8.46%	17.423μs 4.29%
124	bench_core.PackBits.time_packbits_axis1(<class 'bool'>)	43.417μs	46.144μs 6.28%	47.081μs 8.44%
125	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 1, 'f')	52.699μs	53.687μs 1.88%	57.063μs 8.28%
126	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 1535])	436.508μs	439.900μs 0.78%	472.484μs 8.24%
127	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 4, 'f')	151.290μs	156.339μs 3.34%	163.566μs 8.11%
128	bench_function_base.Sort.time_sort('heap', 'int64', ('random',))	709.560μs	712.040μs 0.35%	767.107μs 8.11%
129	bench_ma.Indexing.time_scalar(False, 1, 1000)	3.789μs	4.088μs 7.90%	3.858μs 1.84%
130	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 1, 'f')	139.096μs	139.675μs 0.42%	149.994μs 7.84%
131	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 1535])	739.121μs	795.079μs 7.57%	796.829μs 7.81%
132	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(1)	2.942μs	2.993μs 1.71%	3.172μs 7.80%
133	bench_random.RNG.time_normal_zig('SFC64')	894.600μs	929.327μs 3.88%	964.327μs 7.79%
134	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 2047])	351.407μs	354.907μs 1.00%	378.520μs 7.72%
135	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 2, 'd')	173.152μs	179.176μs 3.48%	186.420μs 7.66%
136	bench_linalg.Einsum.time_einsum_noncon_outer(<class 'numpy.float32'>)	4.033ms	4.158ms 3.09%	4.340ms 7.61%
137	bench_shape_base.Block.time_3d(10, 'copy')	55.581μs	57.081μs 2.70%	59.730μs 7.46%
138	bench_random.RNG.time_32bit('PCG64')	264.005μs	264.695μs 0.26%	283.640μs 7.44%
139	bench_random.Randint_dtype.time_randint_slow('uint16')	1.190ms	1.221ms 2.60%	1.277ms 7.31%
140	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 2, 'f')	2.146ms	2.302ms 7.25%	2.177ms 1.45%
141	bench_lib.Nan.time_nancumprod(200000, 0.1)	1.532ms	1.642ms 7.20%	1.574ms 2.75%
142	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 95])	314.749μs	316.885μs 0.68%	337.358μs 7.18%
143	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 1, 'D')	16.452μs	17.405μs 5.79%	17.623μs 7.12%
144	bench_random.Randint_dtype.time_randint_fast('uint32')	312.551μs	316.389μs 1.23%	334.777μs 7.11%
145	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 2, 'f')	56.008μs	58.237μs 3.98%	59.982μs 7.09%
146	bench_lib.Nan.time_nanmax(200, 90.0)	22.498μs	22.882μs 1.71%	24.091μs 7.08%
147	bench_ma.Indexing.time_scalar(False, 2, 1000)	3.913μs	4.189μs 7.05%	4.090μs 4.53%
148	bench_lib.Nan.time_nanmin(200, 0)	22.583μs	22.976μs 1.74%	24.168μs 7.02%
149	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 1535])	266.172μs	269.246μs 1.15%	284.753μs 6.98%
150	bench_core.CorrConv.time_convolve(50, 100, 'same')	13.709μs	14.654μs 6.89%	13.808μs 0.72%
151	bench_shape_base.Block.time_3d(1, 'copy')	12.838μs	13.040μs 1.58%	13.722μs 6.88%
152	bench_lib.Nan.time_nanvar(200000, 90.0)	2.860ms	2.898ms 1.33%	3.057ms 6.88%
153	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 1, 'd')	80.980μs	83.292μs 2.86%	86.541μs 6.87%
154	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 1535])	359.123μs	363.093μs 1.11%	383.676μs 6.84%
155	bench_io.Copy.time_strided_assign('int16')	5.643μs	5.678μs 0.63%	6.021μs 6.70%
156	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 2, 'F')	10.397μs	10.592μs 1.87%	11.089μs 6.65%
157	bench_shape_base.Block2D.time_block2d((32, 32), 'uint32', (2, 2))	60.253μs	60.587μs 0.55%	64.260μs 6.65%
158	bench_array_coercion.ArrayCoercionSmall.time_array(5)	912.790ns	914.961ns 0.24%	973.450ns 6.65%
159	bench_lib.Nan.time_nancumprod(200000, 50.0)	2.625ms	2.724ms 3.78%	2.796ms 6.52%
160	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int32'>)	48.991μs	52.163μs 6.47%	50.166μs 2.40%
161	bench_lib.Nan.time_nanargmax(200000, 0)	1.141ms	1.142ms 0.07%	1.215ms 6.45%
162	bench_ma.Indexing.time_scalar(False, 1, 100)	3.812μs	4.058μs 6.44%	3.859μs 1.23%
163	bench_linalg.Einsum.time_einsum_noncon_mul(<class 'numpy.float32'>)	57.151μs	60.797μs 6.38%	57.992μs 1.47%
164	bench_lib.Nan.time_nancumprod(200000, 2.0)	1.619ms	1.644ms 1.55%	1.721ms 6.31%
165	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 4, 'd')	94.558μs	98.346μs 4.01%	100.505μs 6.29%
166	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 1, 'f')	356.290μs	378.652μs 6.28%	359.387μs 0.87%
167	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 4, 'f')	150.668μs	151.084μs 0.28%	160.085μs 6.25%
168	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int64'>)	20.513μs	20.764μs 1.22%	21.795μs 6.25%
169	bench_ufunc.UFunc.time_ufunc_types('frexp')	758.130μs	805.046μs 6.19%	797.079μs 5.14%
170	bench_ma.Indexing.time_scalar(True, 1, 1000)	3.482μs	3.697μs 6.17%	3.494μs 0.35%
171	bench_ma.Indexing.time_scalar(False, 2, 10)	3.905μs	4.146μs 6.15%	3.995μs 2.30%
172	bench_linalg.Einsum.time_einsum_sum_mul(<class 'numpy.float64'>)	61.641μs	63.491μs 3.00%	65.413μs 6.12%
173	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 4, 'd')	192.442μs	204.208μs 6.11%	195.864μs 1.78%
174	bench_ma.Indexing.time_scalar(True, 1, 100)	3.480μs	3.692μs 6.10%	3.513μs 0.95%
175	bench_scalar.ScalarMath.time_abs('int32')	1.025μs	1.061μs 3.50%	1.087μs 6.10%
176	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 100000)	28.963ms	30.720ms 6.07%	29.145ms 0.63%
177	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'object'>)	45.241μs	46.479μs 2.74%	47.986μs 6.07%
178	bench_lib.Nan.time_nanprod(200, 50.0)	38.871μs	39.460μs 1.52%	41.223μs 6.05%
179	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 10))	608.511μs	609.682μs 0.19%	644.741μs 5.95%
180	bench_linalg.Einsum.time_einsum_noncon_sum_mul2(<class 'numpy.float64'>)	64.504μs	65.541μs 1.61%	68.293μs 5.87%
181	bench_ma.Indexing.time_scalar(False, 2, 100)	3.921μs	4.149μs 5.83%	3.960μs 1.02%
182	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 2, 'f')	51.402μs	54.365μs 5.76%	54.396μs 5.82%
183	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 1, 'd')	39.871μs	42.181μs 5.80%	40.781μs 2.28%
184	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 1, 'f')	34.298μs	34.338μs 0.12%	36.277μs 5.77%
185	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 1, 'f')	103.876μs	109.849μs 5.75%	105.136μs 1.21%
186	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 4, 'f')	154.205μs	162.955μs 5.67%	158.876μs 3.03%
187	bench_lib.Nan.time_nanmax(200, 50.0)	22.496μs	22.790μs 1.30%	23.771μs 5.67%
188	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 2, 'f')	143.342μs	151.378μs 5.61%	147.082μs 2.61%
189	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 100))	425.476μs	449.264μs 5.59%	428.104μs 0.62%
190	bench_ma.Indexing.time_0d(True, 2, 100)	16.717μs	17.014μs 1.78%	17.645μs 5.55%
191	bench_lib.Nan.time_nanstd(200000, 90.0)	2.863ms	2.903ms 1.40%	3.022ms 5.55%
192	bench_lib.Nan.time_nancumsum(200000, 90.0)	2.031ms	2.144ms 5.54%	2.050ms 0.92%
193	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 1, 'f')	144.965μs	145.366μs 0.28%	152.988μs 5.53%
194	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(5)	1.707μs	1.721μs 0.80%	1.801μs 5.51%
195	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int16'>)	59.381μs	62.623μs 5.46%	62.162μs 4.68%
196	bench_ma.UFunc.time_scalar(False, True, 10)	35.777μs	37.716μs 5.42%	35.906μs 0.36%
197	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int32'>)	45.640μs	46.496μs 1.88%	48.109μs 5.41%
198	bench_lib.Nan.time_nancumsum(200000, 0.1)	1.530ms	1.613ms 5.41%	1.573ms 2.84%
199	bench_linalg.Einsum.time_einsum_noncon_multiply(<class 'numpy.float64'>)	156.551μs	164.382μs 5.00%	164.941μs 5.36%
200	bench_scalar.ScalarMath.time_power_of_two('complex128')	8.166μs	8.526μs 4.41%	8.596μs 5.26%
201	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 10))	388.607μs	393.234μs 1.19%	409.064μs 5.26%
202	bench_lib.Nan.time_nansum(200, 50.0)	35.897μs	37.786μs 5.26%	36.166μs 0.75%
203	bench_function_base.Sort.time_argsort('quick', 'float64', ('reversed',))	116.974μs	117.197μs 0.19%	123.084μs 5.22%
204	bench_linalg.Einsum.time_einsum_noncon_contig_outstride0(<class 'numpy.float64'>)	37.927μs	38.304μs 1.00%	39.906μs 5.22%
205	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int16'>)	269.346μs	272.269μs 1.09%	283.372μs 5.21%
206	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 1535])	273.505μs	277.964μs 1.63%	287.678μs 5.18%
207	bench_scalar.ScalarMath.time_power_of_two('complex256')	8.196μs	8.608μs 5.03%	8.331μs 1.65%
208	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 4, 'f')	2.338ms	2.453ms 4.94%	2.363ms 1.08%
209	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 2, 'd')	76.187μs	77.320μs 1.49%	79.934μs 4.92%
210	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 2, 'd')	944.268μs	952.426μs 0.86%	990.343μs 4.88%
211	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 2, 'd')	48.562μs	50.915μs 4.85%	49.000μs 0.90%
212	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 1, 'd')	122.421μs	128.342μs 4.84%	122.632μs 0.17%
213	bench_random.Randint.time_randint_fast	323.638μs	329.170μs 1.71%	339.200μs 4.81%
214	bench_overrides.ArrayFunction.time_mock_concatenate_duck	1.199μs	1.207μs 0.71%	1.256μs 4.78%
215	bench_reduce.MinMax.time_min(<class 'numpy.float32'>)	14.492μs	14.720μs 1.57%	15.184μs 4.77%
216	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 1, 'f')	434.704μs	455.400μs 4.76%	434.712μs 0.00%
217	bench_ma.Indexing.time_0d(False, 1, 100)	15.271μs	15.376μs 0.69%	15.996μs 4.75%
218	bench_linalg.Linalg.time_op('norm', 'int16')	82.286μs	86.182μs 4.74%	83.571μs 1.56%
219	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 95])	427.950μs	431.824μs 0.91%	448.200μs 4.73%
220	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 4, 'D')	27.836μs	29.151μs 4.73%	28.908μs 3.85%
221	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 1, 'F')	9.854μs	9.905μs 0.52%	10.312μs 4.65%
222	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 1, 'f')	42.781μs	44.089μs 3.06%	44.760μs 4.63%
223	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 1, 'd')	145.640μs	152.319μs 4.59%	148.604μs 2.04%
224	bench_lib.Nan.time_nanmedian(200, 2.0)	94.171μs	94.262μs 0.10%	98.469μs 4.56%
225	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 1000))	300.261μs	301.370μs 0.37%	313.867μs 4.53%
226	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 2047])	317.812μs	324.711μs 2.17%	332.200μs 4.53%
227	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 2, 'd')	98.337μs	100.593μs 2.29%	102.788μs 4.53%
228	bench_ufunc.UFunc.time_ufunc_types('greater')	575.511μs	581.394μs 1.02%	601.311μs 4.48%
229	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 2047])	430.604μs	431.129μs 0.12%	449.879μs 4.48%
230	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int16'>)	47.755μs	49.878μs 4.45%	48.651μs 1.88%
231	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int64'>)	1.956ms	1.962ms 0.30%	2.042ms 4.42%
232	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=(array(3.),)))	2.337μs	2.440μs 4.40%	2.366μs 1.23%
233	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 1, 'f')	33.627μs	35.099μs 4.38%	33.788μs 0.48%
234	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 1, 'd')	119.661μs	124.851μs 4.34%	124.246μs 3.83%
235	bench_random.RNG.time_raw('MT19937')	951.836μs	992.827μs 4.31%	992.555μs 4.28%
236	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 10))	404.169μs	408.985μs 1.19%	421.562μs 4.30%
237	bench_ma.Indexing.time_scalar(False, 1, 10)	3.812μs	3.975μs 4.28%	3.902μs 2.34%
238	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 4, 'f')	57.460μs	58.355μs 1.56%	59.906μs 4.26%
239	bench_lib.Nan.time_nanvar(200000, 0.1)	1.938ms	1.958ms 1.05%	2.020ms 4.22%
240	bench_scalar.ScalarMath.time_multiplication('float32')	914.629ns	953.208ns 4.22%	929.173ns 1.59%
241	bench_lib.Nan.time_nanmin(200, 0.1)	22.137μs	22.676μs 2.43%	23.070μs 4.21%
242	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'bool'>)	1.603ms	1.670ms 4.21%	1.616ms 0.85%
243	bench_scalar.ScalarMath.time_abs('int64')	1.033μs	1.058μs 2.38%	1.077μs 4.17%
244	bench_linalg.Einsum.time_einsum_sum_mul(<class 'numpy.float32'>)	58.957μs	61.406μs 4.15%	60.302μs 2.28%
245	bench_ufunc.UFunc.time_ufunc_types('bitwise_xor')	39.516μs	39.726μs 0.53%	41.145μs 4.12%
246	bench_scalar.ScalarMath.time_power_of_two('int64')	5.300μs	5.514μs 4.02%	5.517μs 4.09%
247	bench_linalg.Einsum.time_einsum_noncon_sum_mul(<class 'numpy.float32'>)	62.188μs	62.273μs 0.14%	64.692μs 4.03%
248	bench_ma.Indexing.time_0d(True, 2, 10)	16.954μs	17.489μs 3.15%	17.633μs 4.00%
249	bench_core.CorrConv.time_convolve(50, 100, 'valid')	11.942μs	12.416μs 3.97%	12.087μs 1.21%
250	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 1, 'd')	477.768μs	496.641μs 3.95%	489.459μs 2.45%
251	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 2, 'f')	2.054ms	2.065ms 0.50%	2.136ms 3.95%
252	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int64'>)	53.099μs	55.191μs 3.94%	54.046μs 1.78%
253	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 2, 'd')	151.749μs	157.717μs 3.93%	155.155μs 2.24%
254	bench_linalg.Einsum.time_einsum_noncon_multiply(<class 'numpy.float32'>)	115.207μs	119.728μs 3.92%	119.688μs 3.89%
255	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 2, 'f')	60.039μs	62.392μs 3.92%	60.545μs 0.84%
256	bench_lib.Unique.time_unique(200, 0.1)	30.893μs	31.595μs 2.27%	32.103μs 3.92%
257	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 4, 'f')	923.226μs	948.801μs 2.77%	959.342μs 3.91%
258	bench_lib.Nan.time_nanstd(200, 0)	163.929μs	165.739μs 1.10%	170.300μs 3.89%
259	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float32')	9.514μs	9.882μs 3.86%	9.554μs 0.42%
260	bench_linalg.Einsum.time_einsum_noncon_contig_contig(<class 'numpy.float32'>)	44.608μs	45.071μs 1.04%	46.315μs 3.83%
261	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 4, 'F')	17.357μs	17.510μs 0.88%	18.019μs 3.81%
262	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 1, 'd')	53.466μs	54.003μs 1.00%	55.501μs 3.81%
263	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'object'>)	253.052ms	262.578ms 3.76%	254.218ms 0.46%
264	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 1, 'd')	58.631μs	60.814μs 3.72%	59.050μs 0.72%
265	bench_scalar.ScalarMath.time_abs('int16')	1.037μs	1.069μs 3.13%	1.075μs 3.70%
266	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 2, 'f')	933.518μs	937.175μs 0.39%	968.009μs 3.69%
267	bench_ma.Indexing.time_0d(False, 2, 100)	15.502μs	15.532μs 0.19%	16.075μs 3.69%
268	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 4, 'd')	182.799μs	184.053μs 0.69%	189.531μs 3.68%
269	bench_array_coercion.ArrayCoercionSmall.time_asarray(1)	966.123ns	1.002μs 3.67%	983.448ns 1.79%
270	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int16'>)	1.324ms	1.371ms 3.57%	1.373ms 3.65%
271	bench_function_base.Sort.time_argsort('heap', 'int16', ('reversed',))	545.152μs	564.795μs 3.60%	547.058μs 0.35%
272	bench_function_base.Sort.time_argsort('merge', 'float64', ('uniform',))	20.297μs	20.618μs 1.58%	21.028μs 3.60%
273	bench_scalar.ScalarMath.time_power_of_two('int32')	55.330μs	55.848μs 0.94%	57.323μs 3.60%
274	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 10))	734.335μs	760.721μs 3.59%	740.543μs 0.85%
275	bench_ma.Indexing.time_1d(True, 2, 1000)	17.410μs	17.712μs 1.74%	18.030μs 3.56%
276	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 1, 'f')	847.203μs	867.883μs 2.44%	877.354μs 3.56%
277	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex64')	19.529μs	19.544μs 0.08%	20.223μs 3.55%
278	bench_io.Copy.time_memcpy('complex64')	8.557μs	8.723μs 1.94%	8.861μs 3.55%
279	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 95])	312.584μs	313.836μs 0.40%	323.594μs 3.52%
280	bench_ma.UFunc.time_scalar(False, False, 100)	26.653μs	26.954μs 1.13%	27.583μs 3.49%
281	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(5)	1.276μs	1.291μs 1.21%	1.320μs 3.48%
282	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int16'>)	59.874μs	61.946μs 3.46%	61.766μs 3.16%
283	bench_array_coercion.ArrayCoercionSmall.time_asarray(5)	861.660ns	887.779ns 3.03%	891.429ns 3.45%
284	bench_lib.Nan.time_nanmax(200, 0.1)	22.904μs	23.042μs 0.60%	23.687μs 3.42%
285	bench_lib.Nan.time_nanmean(200000, 90.0)	1.899ms	1.963ms 3.42%	1.950ms 2.73%
286	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 4, 'd')	161.442μs	166.952μs 3.41%	163.735μs 1.42%
287	bench_reduce.MinMax.time_max(<class 'numpy.float32'>)	14.431μs	14.921μs 3.40%	14.854μs 2.94%
288	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int32'>)	63.922μs	66.090μs 3.39%	64.705μs 1.23%
289	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int16'>)	3.981ms	4.083ms 2.58%	4.116ms 3.39%
290	bench_ma.Indexing.time_1d(False, 1, 10)	15.002μs	15.269μs 1.78%	15.510μs 3.39%
291	bench_linalg.Einsum.time_einsum_noncon_sum_mul(<class 'numpy.float64'>)	64.642μs	65.431μs 1.22%	66.830μs 3.38%
292	bench_lib.Nan.time_nanmin(200, 90.0)	22.498μs	22.636μs 0.61%	23.251μs 3.35%
293	bench_lib.Nan.time_nanmin(200, 2.0)	22.516μs	22.814μs 1.33%	23.267μs 3.34%
294	bench_scalar.ScalarMath.time_addition_pyint('int64')	4.969μs	5.135μs 3.33%	5.090μs 2.44%
295	bench_ufunc.Custom.time_and_bool	2.788μs	2.832μs 1.59%	2.880μs 3.33%
296	bench_ma.UFunc.time_1d(True, False, 100)	65.011μs	67.173μs 3.33%	65.796μs 1.21%
297	bench_io.Copy.time_memcpy('int16')	2.448μs	2.489μs 1.67%	2.529μs 3.31%
298	bench_io.Copy.time_memcpy('float32')	4.076μs	4.211μs 3.31%	4.142μs 1.63%
299	bench_scalar.ScalarMath.time_power_of_two('float64')	8.331μs	8.606μs 3.30%	8.530μs 2.39%
300	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 4, 'd')	2.948ms	2.963ms 0.52%	3.045ms 3.30%
301	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int64'>)	49.097μs	50.709μs 3.28%	50.259μs 2.37%
302	bench_core.UnpackBits.time_unpackbits_little	9.209μs	9.511μs 3.27%	9.507μs 3.23%
303	bench_itemselection.PutMask.time_sparse(False, 'complex128')	3.957μs	4.086μs 3.27%	3.979μs 0.56%
304	bench_core.CorrConv.time_convolve(100000, 10, 'valid')	265.560μs	274.210μs 3.26%	270.592μs 1.89%
305	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 10))	340.303μs	341.487μs 0.35%	351.343μs 3.24%
306	bench_ma.Indexing.time_0d(True, 1, 10)	16.671μs	16.849μs 1.07%	17.209μs 3.23%
307	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 1, 'd')	162.271μs	163.524μs 0.77%	167.481μs 3.21%
308	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 2, 'd')	1.451ms	1.474ms 1.59%	1.498ms 3.20%
309	bench_ma.UFunc.time_2d(True, False, 1000)	3.820ms	3.894ms 1.94%	3.942ms 3.19%
310	bench_function_base.Sort.time_argsort('merge', 'int16', ('reversed',))	90.219μs	93.053μs 3.14%	90.534μs 0.35%
311	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int8'>)	1.640μs	1.691μs 3.14%	1.663μs 1.40%
312	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'bool'>)	3.364μs	3.367μs 0.10%	3.469μs 3.13%
313	bench_ma.Indexing.time_0d(True, 1, 1000)	16.705μs	16.736μs 0.19%	17.227μs 3.13%
314	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int32'>)	62.795μs	64.745μs 3.11%	64.643μs 2.94%
315	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int64'>)	6.207μs	6.400μs 3.11%	6.213μs 0.10%
316	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 4, 'd')	1.294ms	1.303ms 0.71%	1.334ms 3.10%
317	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 10))	35.018μs	35.757μs 2.11%	36.102μs 3.10%
318	bench_lib.Nan.time_nanmean(200, 2.0)	78.685μs	79.074μs 0.49%	81.119μs 3.09%
319	bench_core.Core.time_eye_100	54.421μs	56.083μs 3.06%	54.998μs 1.06%
320	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 2, 'd')	698.701μs	719.976μs 3.04%	701.757μs 0.44%
321	bench_lib.Nan.time_nanmean(200, 0)	78.667μs	79.489μs 1.05%	81.062μs 3.04%
322	bench_linalg.Einsum.time_einsum_multiply(<class 'numpy.float32'>)	117.444μs	121.018μs 3.04%	119.166μs 1.47%
323	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 1, 'f')	95.365μs	97.679μs 2.43%	98.260μs 3.04%
324	bench_lib.Nan.time_nanmin(200, 50.0)	22.595μs	23.002μs 1.80%	23.277μs 3.02%
325	bench_linalg.Einsum.time_einsum_noncon_sum_mul2(<class 'numpy.float32'>)	61.602μs	62.491μs 1.44%	63.460μs 3.02%
326	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 1, 'f')	141.526μs	142.248μs 0.51%	145.762μs 2.99%
327	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex128')	1.317ms	1.356ms 2.99%	1.324ms 0.52%
328	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 2, 'd')	74.231μs	76.277μs 2.76%	76.449μs 2.99%
329	bench_lib.Nan.time_nanvar(200000, 50.0)	4.022ms	4.079ms 1.41%	4.142ms 2.98%
330	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 1, 'd')	1.491ms	1.513ms 1.46%	1.535ms 2.95%
331	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 4, 'f')	349.159μs	359.458μs 2.95%	352.822μs 1.05%
332	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 4, 'd')	93.167μs	95.886μs 2.92%	93.918μs 0.81%
333	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'bool'>)	36.080μs	37.129μs 2.91%	36.332μs 0.70%
334	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int64'>)	1.744μs	1.794μs 2.91%	1.752μs 0.46%
335	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 2, 'f')	142.743μs	146.892μs 2.91%	145.681μs 2.06%
336	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 2)	57.140μs	58.798μs 2.90%	57.634μs 0.86%
337	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 1024])	275.954μs	277.503μs 0.56%	283.953μs 2.90%
338	bench_random.RNG.time_normal_zig('MT19937')	1.357ms	1.396ms 2.89%	1.380ms 1.71%
339	bench_shape_base.Block.time_block_simple_row_wise(10)	31.879μs	32.359μs 1.50%	32.793μs 2.86%
340	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 1, 'd')	687.683μs	707.350μs 2.86%	695.694μs 1.16%
341	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv(2)	1.337ms	1.348ms 0.77%	1.375ms 2.85%
342	bench_linalg.Einsum.time_einsum_mul(<class 'numpy.float64'>)	2.142ms	2.202ms 2.81%	2.171ms 1.36%
343	bench_ma.UFunc.time_scalar_1d(False, False, 1000)	53.780μs	53.990μs 0.39%	55.286μs 2.80%
344	bench_scalar.ScalarMath.time_addition('complex64')	911.766ns	925.720ns 1.53%	937.036ns 2.77%
345	bench_import.Import.time_random	116.835ms	118.202ms 1.17%	120.066ms 2.77%
346	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 1, 'f')	21.589μs	21.797μs 0.97%	22.182μs 2.75%
347	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 2, 'd')	1.269ms	1.269ms 0.03%	1.304ms 2.75%
348	bench_linalg.Lstsq.time_numpy_linalg_lstsq_a__b_float64	1.964ms	1.991ms 1.37%	2.018ms 2.74%
349	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int16'>)	161.782μs	163.840μs 1.27%	166.219μs 2.74%
350	bench_core.Core.time_empty_100	1.167μs	1.199μs 2.74%	1.189μs 1.92%
351	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(5)	2.926μs	3.006μs 2.73%	2.970μs 1.49%
352	bench_ma.UFunc.time_1d(True, True, 100)	54.917μs	56.029μs 2.02%	56.413μs 2.72%
353	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 2, 'f')	59.956μs	60.924μs 1.62%	61.575μs 2.70%
354	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int16'>)	2.709ms	2.782ms 2.69%	2.718ms 0.33%
355	bench_core.Core.time_array_empty	2.304μs	2.366μs 2.69%	2.327μs 1.01%
356	bench_ma.UFunc.time_scalar(True, False, 1000)	36.034μs	36.282μs 0.69%	36.988μs 2.65%
357	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy([1])	4.348μs	4.381μs 0.77%	4.463μs 2.64%
358	bench_ma.Concatenate.time_it('ndarray', 2)	64.045μs	65.016μs 1.52%	65.731μs 2.63%
359	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'object'>)	1.315ms	1.349ms 2.57%	1.325ms 0.77%
360	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 1, 'D')	25.677μs	26.336μs 2.57%	26.010μs 1.30%
361	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 4, 'F')	28.571μs	29.034μs 1.62%	29.305μs 2.57%
362	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'object'>)	31.458μs	31.702μs 0.78%	32.264μs 2.56%
363	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 10000)	2.957ms	3.033ms 2.56%	2.960ms 0.08%
364	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 4, 'f')	1.784ms	1.830ms 2.55%	1.797ms 0.72%
365	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 2, 'f')	144.270μs	147.917μs 2.53%	144.649μs 0.26%
366	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int64'>)	2.043ms	2.095ms 2.52%	2.078ms 1.72%
367	bench_scalar.ScalarMath.time_multiplication('int16')	918.585ns	941.648ns 2.51%	931.740ns 1.43%
368	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 1, 'd')	157.206μs	161.132μs 2.50%	157.279μs 0.05%
369	bench_core.Core.time_dstack_l	26.669μs	27.335μs 2.50%	26.825μs 0.58%
370	bench_import.Import.time_matlib	117.530ms	119.261ms 1.47%	120.441ms 2.48%
371	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 1024])	1.590ms	1.615ms 1.58%	1.629ms 2.47%
372	bench_indexing.ScalarIndexing.time_assign(2)	36.474μs	36.782μs 0.84%	37.373μs 2.46%
373	bench_reduce.AddReduce.time_axis_0	24.024ms	24.103ms 0.33%	24.616ms 2.46%
374	bench_ma.UFunc.time_scalar_1d(False, False, 10)	49.680μs	49.987μs 0.62%	50.901μs 2.46%
375	bench_io.CopyTo.time_copyto_dense	6.779μs	6.946μs 2.45%	6.930μs 2.22%
376	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(100)	41.803μs	41.991μs 0.45%	42.821μs 2.44%
377	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 1, 'f')	52.229μs	53.149μs 1.76%	53.501μs 2.43%
378	bench_function_base.Sort.time_argsort('quick', 'int16', ('uniform',))	67.476μs	69.116μs 2.43%	67.902μs 0.63%
379	bench_function_base.Sort.time_sort('heap', 'int16', ('reversed',))	398.541μs	399.927μs 0.35%	408.196μs 2.42%
380	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int16'>)	19.819μs	20.292μs 2.38%	20.011μs 0.96%
381	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(100000)	29.615ms	30.065ms 1.52%	30.319ms 2.38%
382	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex256')	2.359ms	2.415ms 2.36%	2.398ms 1.66%
383	bench_core.VarComplex.time_var(1000)	96.090μs	98.337μs 2.34%	97.842μs 1.82%
384	bench_function_base.Sort.time_argsort('heap', 'int64', ('reversed',))	466.108μs	472.026μs 1.27%	476.917μs 2.32%
385	bench_reduce.AddReduceSeparate.time_reduce(1, 'int64')	660.212μs	674.040μs 2.09%	675.506μs 2.32%
386	bench_shape_base.Block2D.time_block2d((16, 16), 'uint64', (4, 4))	128.120μs	128.288μs 0.13%	131.084μs 2.31%
387	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 1, 'f')	53.668μs	54.901μs 2.30%	54.465μs 1.48%
388	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 2, 'd')	76.773μs	77.105μs 0.43%	78.525μs 2.28%
389	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 4, 'f')	48.462μs	48.904μs 0.91%	49.568μs 2.28%
390	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int32')	10.287μs	10.513μs 2.21%	10.520μs 2.26%
391	bench_itemselection.PutMask.time_sparse(False, 'int32')	3.725μs	3.809μs 2.25%	3.786μs 1.63%
392	bench_scalar.ScalarMath.time_addition_pyint('int32')	10.478μs	10.608μs 1.24%	10.714μs 2.25%
393	bench_scalar.ScalarMath.time_addition_pyint('float64')	7.491μs	7.660μs 2.25%	7.522μs 0.40%
394	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 4, 'd')	1.298ms	1.328ms 2.25%	1.302ms 0.28%
395	bench_lib.Nan.time_nanstd(200, 90.0)	164.692μs	166.090μs 0.85%	168.390μs 2.25%
396	bench_ma.Indexing.time_1d(True, 1, 10)	16.442μs	16.479μs 0.22%	16.810μs 2.24%
397	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'object'>)	45.530μs	46.526μs 2.19%	46.544μs 2.23%
398	bench_core.CorrConv.time_correlate(100000, 100, 'valid')	8.894ms	9.091ms 2.22%	8.898ms 0.04%
399	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 2, 'd')	504.247μs	512.755μs 1.69%	515.437μs 2.22%
400	bench_ma.UFunc.time_scalar(False, True, 1000)	35.980μs	36.014μs 0.09%	36.777μs 2.22%
401	bench_reduce.ArgMax.time_argmax(<class 'numpy.float32'>)	198.938μs	199.719μs 0.39%	203.342μs 2.21%
402	bench_shape_base.Block.time_3d(1, 'block')	95.645μs	97.763μs 2.21%	97.081μs 1.50%
403	bench_lib.Nan.time_nancumsum(200000, 2.0)	1.632ms	1.668ms 2.20%	1.633ms 0.06%
404	bench_linalg.Linalg.time_op('norm', 'float64')	83.425μs	85.215μs 2.15%	85.257μs 2.20%
405	bench_linalg.Einsum.time_einsum_noncon_contig_outstride0(<class 'numpy.float32'>)	38.246μs	38.654μs 1.07%	39.086μs 2.20%
406	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 1, 'd')	37.693μs	38.261μs 1.50%	38.521μs 2.20%
407	bench_linalg.Eindot.time_dot_trans_at_a	25.360ms	25.432ms 0.28%	25.916ms 2.19%
408	bench_ma.Indexing.time_0d(False, 1, 10)	15.337μs	15.448μs 0.73%	15.673μs 2.19%
409	bench_function_base.Sort.time_sort('merge', 'float64', ('ordered',))	16.072μs	16.272μs 1.25%	16.423μs 2.19%
410	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 2, 'f')	1.214ms	1.227ms 1.06%	1.241ms 2.18%
411	bench_function_base.Sort.time_sort('quick', 'int64', ('reversed',))	81.325μs	81.493μs 0.21%	83.093μs 2.17%
412	bench_import.Import.time_numpy_inspect	118.146ms	120.696ms 2.16%	118.211ms 0.05%
413	bench_scalar.ScalarMath.time_multiplication('float16')	1.018μs	1.040μs 2.16%	1.040μs 2.14%
414	bench_lib.Nan.time_nanprod(200, 0.1)	34.864μs	35.602μs 2.12%	35.611μs 2.14%
415	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int16')	5.334μs	5.448μs 2.14%	5.362μs 0.52%
416	bench_lib.Nan.time_nanmean(200000, 2.0)	1.482ms	1.514ms 2.12%	1.510ms 1.91%
417	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 1, 'f')	1.697ms	1.700ms 0.16%	1.733ms 2.11%
418	bench_lib.Nan.time_nanargmin(200, 0.1)	52.501μs	53.306μs 1.53%	53.610μs 2.11%
419	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs([1])	4.962μs	5.067μs 2.10%	5.044μs 1.65%
420	bench_scalar.ScalarMath.time_addition('float16')	1.019μs	1.021μs 0.27%	1.040μs 2.09%
421	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 4, 'f')	452.601μs	454.171μs 0.35%	462.046μs 2.09%
422	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 2, 'd')	168.360μs	169.791μs 0.85%	171.860μs 2.08%
423	bench_ma.UFunc.time_scalar_1d(False, True, 1000)	90.320μs	91.434μs 1.23%	92.191μs 2.07%
424	bench_scalar.ScalarMath.time_multiplication('int64')	911.303ns	913.847ns 0.28%	930.087ns 2.06%
425	bench_ma.Indexing.time_1d(False, 2, 10)	15.354μs	15.466μs 0.73%	15.670μs 2.06%
426	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 10000)	2.829ms	2.842ms 0.47%	2.887ms 2.05%
427	bench_reduce.SmallReduction.time_small	9.369μs	9.561μs 2.05%	9.504μs 1.44%
428	bench_itemselection.PutMask.time_sparse(False, 'float64')	3.972μs	4.053μs 2.05%	3.990μs 0.47%
429	bench_io.Copy.time_memcpy('complex128')	17.094μs	17.443μs 2.05%	17.311μs 1.27%
430	bench_lib.Nan.time_nanmax(200000, 50.0)	100.051μs	102.096μs 2.04%	101.432μs 1.38%
431	bench_core.Core.time_identity_100	57.408μs	58.574μs 2.03%	58.318μs 1.58%
432	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 2, 'd')	2.741ms	2.796ms 2.02%	2.748ms 0.26%
433	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(5)	3.412μs	3.425μs 0.40%	3.480μs 2.02%
434	bench_ma.UFunc.time_2d(False, False, 10)	39.092μs	39.860μs 1.96%	39.880μs 2.01%
435	bench_lib.Nan.time_nanstd(200, 0.1)	164.339μs	165.916μs 0.96%	167.619μs 2.00%
436	bench_core.CorrConv.time_convolve(1000, 10000, 'full')	10.338ms	10.543ms 1.98%	10.391ms 0.51%
437	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 4, 'd')	127.266μs	129.780μs 1.97%	127.871μs 0.48%
438	bench_scalar.ScalarMath.time_addition('int16')	920.797ns	930.214ns 1.02%	938.868ns 1.96%
439	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'bool'>)	14.678μs	14.839μs 1.10%	14.964μs 1.95%
440	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 4, 'f')	58.464μs	59.588μs 1.92%	58.517μs 0.09%
441	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 1000))	38.219μs	38.559μs 0.89%	38.954μs 1.92%
442	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 1, 'f')	137.603μs	140.248μs 1.92%	139.464μs 1.35%
443	bench_linalg.Einsum.time_einsum_sum_mul2(<class 'numpy.float64'>)	61.087μs	62.141μs 1.73%	62.239μs 1.89%
444	bench_ma.UFunc.time_scalar_1d(True, True, 100)	61.384μs	61.419μs 0.06%	62.533μs 1.87%
445	bench_function_base.Median.time_odd	104.201μs	104.309μs 0.10%	106.151μs 1.87%
446	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 2, 'f')	60.731μs	61.866μs 1.87%	60.853μs 0.20%
447	bench_lib.Nan.time_nanvar(200, 0)	158.488μs	159.724μs 0.78%	161.448μs 1.87%
448	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 4, 'f')	146.259μs	148.090μs 1.25%	148.988μs 1.87%
449	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int64'>)	19.196μs	19.554μs 1.86%	19.416μs 1.14%
450	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int16'>)	4.316μs	4.396μs 1.85%	4.394μs 1.81%
451	bench_linalg.Einsum.time_einsum_sum_mul2(<class 'numpy.float32'>)	59.682μs	60.415μs 1.23%	60.778μs 1.84%
452	bench_function_base.Sort.time_argsort('quick', 'float64', ('ordered',))	75.503μs	75.694μs 0.25%	76.879μs 1.82%
453	bench_function_base.Median.time_wide	4.027ms	4.098ms 1.77%	4.100ms 1.82%
454	bench_reduce.AnyAll.time_all_fast	5.766μs	5.870μs 1.81%	5.768μs 0.04%
455	bench_ma.UFunc.time_2d(True, True, 10)	61.408μs	61.882μs 0.77%	62.509μs 1.79%
456	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int8'>)	19.784μs	19.839μs 0.28%	20.139μs 1.79%
457	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 2, 'f')	41.321μs	42.060μs 1.79%	41.564μs 0.59%
458	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 2, 'f')	1.755ms	1.786ms 1.78%	1.765ms 0.58%
459	bench_linalg.Linalg.time_op('norm', 'float32')	61.828μs	62.053μs 0.36%	62.927μs 1.78%
460	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 4, 'f')	76.458μs	77.808μs 1.77%	76.620μs 0.21%
461	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 1, 'd')	87.923μs	88.278μs 0.40%	89.468μs 1.76%
462	bench_ma.UFunc.time_2d(True, False, 100)	127.479μs	128.405μs 0.73%	129.716μs 1.76%
463	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 2, 'd')	1.038ms	1.056ms 1.75%	1.047ms 0.88%
464	bench_lib.Nan.time_nanquantile(200000, 2.0)	3.206ms	3.262ms 1.75%	3.228ms 0.71%
465	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 1, 'f')	573.248μs	576.811μs 0.62%	583.242μs 1.74%
466	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 95])	1.000ms	1.017ms 1.74%	1.002ms 0.17%
467	bench_import.Import.time_ma	117.421ms	118.167ms 0.64%	119.458ms 1.74%
468	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int64'>)	2.042ms	2.056ms 0.68%	2.077ms 1.72%
469	bench_random.Randint_dtype.time_randint_slow('bool')	145.003μs	146.035μs 0.71%	147.487μs 1.71%
470	bench_shape_base.Block2D.time_block2d((32, 32), 'uint8', (2, 2))	48.475μs	48.873μs 0.82%	49.303μs 1.71%
471	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 1, 'd')	63.464μs	64.540μs 1.69%	63.935μs 0.74%
472	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 1, 'd')	470.680μs	478.635μs 1.69%	472.700μs 0.43%
473	bench_overrides.ArrayFunction.time_mock_concatenate_numpy	1.013μs	1.014μs 0.09%	1.030μs 1.69%
474	bench_reduce.AddReduceSeparate.time_reduce(1, 'float16')	3.825ms	3.829ms 0.10%	3.890ms 1.69%
475	bench_lib.Nan.time_nanpercentile(200, 0)	280.069μs	280.868μs 0.28%	284.772μs 1.68%
476	bench_scalar.ScalarMath.time_multiplication('int32')	929.517ns	945.072ns 1.67%	931.659ns 0.23%
477	bench_ma.UFunc.time_scalar_1d(True, False, 10)	67.610μs	68.310μs 1.04%	68.732μs 1.66%
478	bench_scalar.ScalarMath.time_addition_pyint('complex64')	13.458μs	13.681μs 1.66%	13.564μs 0.78%
479	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(1)	1.365μs	1.388μs 1.65%	1.366μs 0.03%
480	bench_core.PackBits.time_packbits_axis0(<class 'bool'>)	569.319μs	572.728μs 0.60%	578.644μs 1.64%
481	bench_scalar.ScalarMath.time_multiplication('longfloat')	1.010μs	1.026μs 1.63%	1.011μs 0.07%
482	bench_function_base.Sort.time_argsort('heap', 'int16', ('uniform',))	40.030μs	40.681μs 1.62%	40.273μs 0.61%
483	bench_ma.UFunc.time_2d(True, True, 100)	128.602μs	130.682μs 1.62%	130.489μs 1.47%
484	bench_ma.UFunc.time_1d(False, True, 100)	64.575μs	65.615μs 1.61%	65.366μs 1.23%
485	bench_shape_base.Block2D.time_block2d((32, 32), 'uint16', (2, 2))	53.056μs	53.728μs 1.27%	53.907μs 1.60%
486	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int16'>)	18.184μs	18.476μs 1.60%	18.248μs 0.35%
487	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int16'>)	72.935μs	74.101μs 1.60%	74.035μs 1.51%
488	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 1, 'd')	1.860ms	1.890ms 1.60%	1.886ms 1.37%
489	bench_ma.UFunc.time_2d(False, True, 100)	58.558μs	59.480μs 1.57%	59.122μs 0.96%
490	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 2, 'd')	76.875μs	78.085μs 1.57%	77.597μs 0.94%
491	bench_ma.UFunc.time_scalar(True, False, 10)	35.978μs	36.181μs 0.56%	36.545μs 1.57%
492	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'bool'>)	139.416μs	141.596μs 1.56%	140.501μs 0.78%
493	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 4, 'd')	509.966μs	517.940μs 1.56%	512.070μs 0.41%
494	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 2, 'd')	66.562μs	67.596μs 1.55%	67.176μs 0.92%
495	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int8'>)	2.567ms	2.581ms 0.56%	2.606ms 1.54%
496	bench_scalar.ScalarMath.time_multiplication('complex64')	907.898ns	912.936ns 0.55%	921.842ns 1.54%
497	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 4, 'd')	850.818μs	863.865μs 1.53%	853.365μs 0.30%
498	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 2, 'd')	98.349μs	99.281μs 0.95%	99.849μs 1.53%
499	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 4, 'd')	190.379μs	192.885μs 1.32%	193.277μs 1.52%
500	bench_shape_base.Block2D.time_block2d((128, 128), 'uint8', (4, 4))	165.632μs	168.153μs 1.52%	167.502μs 1.13%
501	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 1000))	262.629μs	266.608μs 1.52%	264.352μs 0.66%
502	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 2, 'f')	1.117ms	1.127ms 0.94%	1.134ms 1.51%
503	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int64'>)	1.695μs	1.721μs 1.50%	1.715μs 1.13%
504	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 1, 'd')	2.620ms	2.659ms 1.49%	2.650ms 1.14%
505	bench_lib.Nan.time_nanargmin(200, 90.0)	53.584μs	54.379μs 1.48%	54.159μs 1.07%
506	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 4, 'd')	107.158μs	108.737μs 1.47%	107.876μs 0.67%
507	bench_shape_base.Block2D.time_block2d((32, 32), 'uint8', (4, 4))	122.557μs	124.363μs 1.47%	124.233μs 1.37%
508	bench_linalg.Eindot.time_matmul_trans_at_a	26.259ms	26.641ms 1.45%	26.373ms 0.43%
509	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 2, 'f')	2.000ms	2.029ms 1.44%	2.029ms 1.42%
510	bench_linalg.Eindot.time_matmul_trans_a_at	9.163ms	9.294ms 1.43%	9.239ms 0.83%
511	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int64'>)	19.646μs	19.710μs 0.32%	19.927μs 1.43%
512	bench_random.Random.time_rng('binomial 10 0.5')	411.700μs	413.462μs 0.43%	417.578μs 1.43%
513	bench_io.Copy.time_strided_copy('int16')	11.599μs	11.690μs 0.78%	11.764μs 1.42%
514	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int32'>)	20.035μs	20.076μs 0.21%	20.314μs 1.39%
515	bench_lib.Unique.time_unique(200, 0)	31.223μs	31.229μs 0.02%	31.656μs 1.39%
516	bench_shape_base.Block2D.time_block2d((16, 16), 'uint16', (4, 4))	118.909μs	120.305μs 1.17%	120.523μs 1.36%
517	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'bool'>)	14.413μs	14.510μs 0.67%	14.609μs 1.36%
518	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 95])	939.018μs	951.691μs 1.35%	949.418μs 1.11%
519	bench_indexing.IndexingStructured0D.time_array_all	1.634μs	1.635μs 0.05%	1.656μs 1.34%
520	bench_records.Records.time_fromarrays_wo_dtype	105.682ms	106.868ms 1.12%	107.077ms 1.32%
521	bench_linalg.Linalg.time_op('norm', 'int32')	83.339μs	83.884μs 0.65%	84.437μs 1.32%
522	bench_ma.UFunc.time_1d(True, True, 10)	54.360μs	54.582μs 0.41%	55.075μs 1.32%
523	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 1, 'd')	1.144ms	1.159ms 1.31%	1.154ms 0.90%
524	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 4, 'f')	611.579μs	617.311μs 0.94%	619.534μs 1.30%
525	bench_scalar.ScalarMath.time_addition('float32')	916.764ns	920.635ns 0.42%	928.522ns 1.28%
526	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 4, 'f')	2.223ms	2.242ms 0.84%	2.251ms 1.28%
527	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 2, 'd')	1.051ms	1.065ms 1.27%	1.060ms 0.81%
528	bench_reduce.MinMax.time_max(<class 'numpy.float64'>)	18.540μs	18.774μs 1.26%	18.686μs 0.79%
529	bench_ma.UFunc.time_scalar(True, True, 1000)	21.572μs	21.598μs 0.12%	21.840μs 1.24%
530	bench_scalar.ScalarMath.time_addition('int32')	916.650ns	924.980ns 0.91%	927.989ns 1.24%
531	bench_ufunc.UFunc.time_ufunc_types('spacing')	648.887μs	656.819μs 1.22%	649.631μs 0.11%
532	bench_shape_base.Block2D.time_block2d((16, 16), 'uint32', (2, 2))	48.334μs	48.922μs 1.22%	48.661μs 0.68%
533	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'str'>)	96.761ms	97.920ms 1.20%	97.144ms 0.40%
534	bench_linalg.Linalg.time_op('norm', 'complex256')	213.533μs	216.084μs 1.19%	214.104μs 0.27%
535	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int8'>)	2.621μs	2.647μs 0.97%	2.653μs 1.19%
536	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int32'>)	1.518ms	1.536ms 1.18%	1.521ms 0.15%
537	bench_core.PackBits.time_packbits(<class 'bool'>)	3.858μs	3.903μs 1.18%	3.870μs 0.31%
538	bench_linalg.Eindot.time_matmul_d_matmul_b_c	270.096μs	270.350μs 0.09%	273.259μs 1.17%
539	bench_scalar.ScalarMath.time_addition('int64')	912.233ns	921.957ns 1.07%	922.877ns 1.17%
540	bench_scalar.ScalarMath.time_abs('float64')	1.031μs	1.043μs 1.16%	1.032μs 0.05%
541	bench_ma.MA.time_masked_array_l100	54.917μs	55.268μs 0.64%	55.551μs 1.16%
542	bench_function_base.Median.time_tall	3.907ms	3.914ms 0.16%	3.952ms 1.14%
543	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 100000)	14.732ms	14.812ms 0.54%	14.900ms 1.14%
544	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 1, 'd')	141.256μs	142.860μs 1.14%	142.085μs 0.59%
545	bench_ufunc.UFunc.time_ufunc_types('matmul')	22.647ms	22.773ms 0.55%	22.903ms 1.13%
546	bench_core.PackBits.time_packbits_little(<class 'bool'>)	4.133μs	4.135μs 0.05%	4.179μs 1.12%
547	bench_overrides.ArrayFunction.time_mock_broadcast_to_duck	1.096μs	1.106μs 0.96%	1.108μs 1.11%
548	bench_ma.UFunc.time_scalar(True, False, 100)	36.204μs	36.604μs 1.11%	36.328μs 0.34%
549	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 2, 'f')	51.451μs	52.019μs 1.10%	51.491μs 0.08%
550	bench_ma.UFunc.time_scalar(False, True, 100)	36.366μs	36.446μs 0.22%	36.767μs 1.10%
551	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'str'>)	2.843ms	2.852ms 0.30%	2.875ms 1.10%
552	bench_ufunc.UFunc.time_ufunc_types('logical_or')	564.066μs	570.255μs 1.10%	567.450μs 0.60%
553	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 2, 'd')	76.607μs	77.444μs 1.09%	76.773μs 0.22%
554	bench_lib.Nan.time_nanmean(200, 50.0)	79.162μs	79.691μs 0.67%	80.012μs 1.07%
555	bench_function_base.Sort.time_sort('quick', 'int16', ('reversed',))	90.180μs	91.140μs 1.06%	90.505μs 0.36%
556	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 4, 'f')	67.127μs	67.829μs 1.05%	67.725μs 0.89%
557	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 1, 'd')	2.627ms	2.639ms 0.46%	2.654ms 1.03%
558	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 4, 'd')	108.682μs	109.789μs 1.02%	108.787μs 0.10%
559	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 1, 'd')	158.702μs	159.413μs 0.45%	160.299μs 1.01%
560	bench_itemselection.PutMask.time_sparse(False, 'float32')	3.698μs	3.735μs 1.00%	3.701μs 0.06%
561	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 4, 'f')	140.259μs	140.526μs 0.19%	141.657μs 1.00%
562	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float32')	14.378μs	14.450μs 0.50%	14.521μs 0.99%
563	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int32'>)	1.654μs	1.666μs 0.77%	1.670μs 0.99%
564	bench_array_coercion.ArrayCoercionSmall.time_array_subok(array([5]))	2.567μs	2.583μs 0.59%	2.593μs 0.99%
565	bench_ma.UFunc.time_scalar_1d(True, False, 100)	71.910μs	72.310μs 0.56%	72.605μs 0.97%
566	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 4, 'd')	2.008ms	2.027ms 0.95%	2.027ms 0.94%
567	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int32'>)	5.023μs	5.071μs 0.95%	5.038μs 0.30%
568	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex128')	21.632μs	21.807μs 0.81%	21.835μs 0.94%
569	bench_shape_base.Block.time_block_simple_column_wise(10)	54.886μs	55.016μs 0.24%	55.398μs 0.93%
570	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 2, 'f')	1.069ms	1.079ms 0.93%	1.075ms 0.51%
571	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 1, 'd')	786.403μs	793.686μs 0.93%	789.972μs 0.45%
572	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 1, 'f')	89.319μs	90.138μs 0.92%	89.641μs 0.36%
573	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int8'>)	210.906μs	211.424μs 0.25%	212.816μs 0.91%
574	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 2, 'f')	91.166μs	91.963μs 0.87%	91.333μs 0.18%
575	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 4, 'f')	66.518μs	66.853μs 0.50%	67.088μs 0.86%
576	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 1, 'd')	1.139ms	1.149ms 0.85%	1.142ms 0.29%
577	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 100))	326.346μs	329.124μs 0.85%	328.068μs 0.53%
578	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv([1, 3])	1.601ms	1.610ms 0.57%	1.614ms 0.85%
579	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int32'>)	19.301μs	19.458μs 0.82%	19.463μs 0.84%
580	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 1000))	62.905μs	63.018μs 0.18%	63.432μs 0.84%
581	bench_ufunc.UFunc.time_ufunc_types('arctan2')	2.016ms	2.020ms 0.16%	2.033ms 0.84%
582	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int32'>)	795.424μs	796.931μs 0.19%	802.046μs 0.83%
583	bench_function_base.Sort.time_argsort('heap', 'float64', ('uniform',))	43.750μs	44.052μs 0.69%	44.111μs 0.83%
584	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int64'>)	15.038μs	15.162μs 0.82%	15.147μs 0.72%
585	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 4, 'f')	64.103μs	64.628μs 0.82%	64.450μs 0.54%
586	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 1, 'f')	847.263μs	854.133μs 0.81%	848.931μs 0.20%
587	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 1, 'd')	1.202ms	1.205ms 0.23%	1.212ms 0.80%
588	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 100)	40.961μs	41.286μs 0.80%	41.117μs 0.38%
589	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 4, 'd')	182.565μs	184.016μs 0.80%	183.649μs 0.59%
590	bench_random.Random.time_rng('uniform')	33.032μs	33.215μs 0.55%	33.295μs 0.79%
591	bench_ma.MA.time_masked_array_l100_t100	77.276μs	77.889μs 0.79%	77.504μs 0.30%
592	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(10000)	3.226ms	3.240ms 0.43%	3.251ms 0.79%
593	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 4, 'd')	108.819μs	109.671μs 0.78%	109.081μs 0.24%
594	bench_function_base.Sort.time_sort('heap', 'float64', ('uniform',))	38.758μs	39.061μs 0.78%	39.051μs 0.76%
595	bench_function_base.Sort.time_sort('merge', 'int16', ('random',))	35.176μs	35.449μs 0.78%	35.390μs 0.61%
596	bench_ufunc.CustomInplace.time_char_or	53.086μs	53.496μs 0.77%	53.218μs 0.25%
597	bench_core.CorrConv.time_convolve(100000, 1000, 'same')	102.685ms	102.959ms 0.27%	103.473ms 0.77%
598	bench_shape_base.Block2D.time_block2d((64, 64), 'uint8', (2, 2))	60.214μs	60.625μs 0.68%	60.673μs 0.76%
599	bench_core.CorrConv.time_correlate(1000, 10000, 'valid')	9.232ms	9.247ms 0.16%	9.301ms 0.75%
600	bench_import.Import.time_fft	117.986ms	118.124ms 0.12%	118.867ms 0.75%
601	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 2, 'd')	477.127μs	480.570μs 0.72%	478.255μs 0.24%
602	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(range(0, 3))	5.681μs	5.691μs 0.17%	5.721μs 0.72%
603	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 100))	645.193μs	645.819μs 0.10%	649.756μs 0.71%
604	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int16'>)	1.678μs	1.690μs 0.70%	1.690μs 0.67%
605	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 4, 'f')	2.340ms	2.346ms 0.25%	2.357ms 0.69%
606	bench_core.UnpackBits.time_unpackbits_axis1_little	115.560μs	115.590μs 0.03%	116.334μs 0.67%
607	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 2, 'd')	191.937μs	192.426μs 0.25%	193.221μs 0.67%
608	bench_lib.Nan.time_nanquantile(200, 0.1)	269.454μs	271.192μs 0.65%	270.128μs 0.25%
609	bench_lib.Nan.time_nansum(200, 90.0)	35.845μs	36.073μs 0.64%	35.979μs 0.37%
610	bench_ufunc.UFunc.time_ufunc_types('logaddexp')	619.570μs	622.756μs 0.51%	623.329μs 0.61%
611	bench_scalar.ScalarMath.time_addition_pyint('longfloat')	7.310μs	7.326μs 0.22%	7.354μs 0.59%
612	bench_indexing.ScalarIndexing.time_assign(0)	16.791μs	16.807μs 0.10%	16.888μs 0.58%
613	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 1, 'f')	35.390μs	35.461μs 0.20%	35.589μs 0.56%
614	bench_indexing.Indexing.time_op('indexes_rand_', 'I', '')	805.880μs	810.315μs 0.55%	805.931μs 0.01%
615	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(array([5]))	1.443μs	1.450μs 0.52%	1.449μs 0.43%
616	bench_function_base.Sort.time_sort('quick', 'int64', ('random',))	407.923μs	409.984μs 0.51%	409.485μs 0.38%
617	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 100)	27.214μs	27.350μs 0.50%	27.269μs 0.20%
618	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 10000)	5.053ms	5.078ms 0.50%	5.056ms 0.06%
619	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint64'>, 8)	23.030μs	23.144μs 0.50%	23.095μs 0.29%
620	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 4, 'f')	58.047μs	58.331μs 0.49%	58.265μs 0.38%
621	bench_lib.Nan.time_nanvar(200, 90.0)	158.206μs	158.944μs 0.47%	158.619μs 0.26%
622	bench_linalg.Eindot.time_dot_trans_a_at	9.136ms	9.145ms 0.10%	9.178ms 0.46%
623	bench_function_base.Sort.time_sort('merge', 'int16', ('ordered',))	9.710μs	9.750μs 0.41%	9.754μs 0.46%
624	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int32'>)	78.862μs	79.190μs 0.42%	79.208μs 0.44%
625	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 10)	15.266μs	15.332μs 0.43%	15.321μs 0.36%
626	bench_function_base.Sort.time_argsort('merge', 'float64', ('ordered',))	20.013μs	20.098μs 0.42%	20.053μs 0.20%
627	bench_ufunc_strides.AVX_UFunc_log.time_log(2, 'f')	49.099μs	49.300μs 0.41%	49.272μs 0.35%
628	bench_function_base.Select.time_select_larger	627.300μs	628.359μs 0.17%	629.859μs 0.41%
629	bench_itemselection.PutMask.time_dense(True, 'int64')	3.795μs	3.810μs 0.40%	3.809μs 0.36%
630	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 100))	389.644μs	391.004μs 0.35%	391.041μs 0.36%
631	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'str'>)	958.439μs	958.736μs 0.03%	961.645μs 0.33%
632	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'str'>)	193.120ms	193.716ms 0.31%	193.148ms 0.01%
633	bench_function_base.Sort.time_argsort('quick', 'float64', ('uniform',))	126.156μs	126.543μs 0.31%	126.274μs 0.09%
634	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 10)	66.423μs	66.478μs 0.08%	66.613μs 0.29%
635	bench_core.CorrConv.time_convolve(100000, 10, 'full')	263.169μs	263.844μs 0.26%	263.490μs 0.12%
636	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 2, 'd')	1.715ms	1.719ms 0.24%	1.719ms 0.25%
637	bench_shape_base.Block2D.time_block2d((16, 16), 'uint16', (2, 2))	45.492μs	45.553μs 0.13%	45.599μs 0.24%
638	bench_linalg.Eindot.time_matmul_trans_a_atc	9.485ms	9.505ms 0.21%	9.487ms 0.01%
639	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 1, 'f')	2.244ms	2.248ms 0.18%	2.244ms 0.02%
640	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(10000)	95.454ms	95.574ms 0.13%	95.561ms 0.11%
641	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 1000))	607.817μs	608.035μs 0.04%	608.329μs 0.08%
642	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 4, 'f')	2.232ms	2.233ms 0.07%	2.233ms 0.04%
643	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 1, 'f')	1.364ms	434.724μs -68.13%	440.224μs -67.73%
644	bench_core.CorrConv.time_correlate(100000, 10, 'full')	590.861μs	254.708μs -56.89%	255.383μs -56.78%
645	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 1, 'f')	2.161ms	1.007ms -53.41%	1.014ms -53.10%
646	bench_lib.Nan.time_nanmin(200000, 0.1)	213.893μs	101.115μs -52.73%	101.154μs -52.71%
647	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 2, 'f')	921.544μs	439.704μs -52.29%	441.564μs -52.08%
648	bench_lib.Nan.time_nanmin(200000, 90.0)	210.770μs	102.161μs -51.53%	102.244μs -51.49%
649	bench_lib.Nan.time_nanmin(200000, 0)	202.617μs	100.631μs -50.33%	100.802μs -50.25%
650	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 1, 'd')	1.715ms	882.258μs -48.57%	884.931μs -48.41%
651	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 1, 'f')	1.998ms	1.092ms -45.35%	1.105ms -44.68%
652	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 4, 'd')	936.097μs	521.437μs -44.30%	527.222μs -43.68%
653	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 4, 'f')	2.028ms	1.133ms -44.12%	1.157ms -42.95%
654	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 1, 'f')	2.995ms	1.691ms -43.54%	2.998ms 0.12%
655	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 4, 'd')	2.192ms	1.254ms -42.80%	1.257ms -42.62%
656	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 4, 'f')	3.048ms	1.760ms -42.27%	3.099ms 1.68%
657	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 4, 'f')	2.106ms	1.256ms -40.34%	1.283ms -39.05%
658	bench_app.LaplaceInplace.time_it('inplace')	561.286ms	339.985ms -39.43%	406.848ms -27.52%
659	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 4, 'd')	2.944ms	1.805ms -38.69%	3.003ms 2.02%
660	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 2, 'd')	3.048ms	2.009ms -34.08%	2.012ms -33.97%
661	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 2, 'd')	2.976ms	1.987ms -33.24%	2.010ms -32.47%
662	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 1, 'f')	131.512μs	89.696μs -31.80%	93.309μs -29.05%
663	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 1, 'd')	3.793ms	2.706ms -28.66%	2.714ms -28.46%
664	bench_core.CorrConv.time_correlate(50, 10000, 'full')	588.057μs	439.129μs -25.33%	439.678μs -25.23%
665	bench_ufunc.UFunc.time_ufunc_types('expm1')	10.735ms	8.101ms -24.54%	8.147ms -24.11%
666	bench_ufunc.UFunc.time_ufunc_types('cbrt')	2.368ms	1.807ms -23.66%	1.819ms -23.17%
667	bench_core.CorrConv.time_convolve(50, 10000, 'same')	535.928μs	413.677μs -22.81%	416.446μs -22.29%
668	bench_ufunc.UFunc.time_ufunc_types('log10')	4.576ms	3.574ms -21.90%	3.606ms -21.19%
669	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 2047])	320.470μs	265.603μs -17.12%	283.935μs -11.40%
670	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 1535])	321.935μs	267.926μs -16.78%	289.272μs -10.15%
671	bench_ufunc.UFunc.time_ufunc_types('divide')	1.287ms	1.079ms -16.13%	1.100ms -14.48%
672	bench_ufunc.UFunc.time_ufunc_types('exp2')	5.799ms	4.911ms -15.32%	4.917ms -15.21%
673	bench_ufunc.UFunc.time_ufunc_types('tanh')	6.789ms	5.776ms -14.92%	5.895ms -13.17%
674	bench_ufunc.UFunc.time_ufunc_types('float_power')	12.678ms	10.786ms -14.92%	11.016ms -13.11%
675	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 4, 'd')	269.925μs	229.719μs -14.90%	232.144μs -14.00%
676	bench_ufunc.UFunc.time_ufunc_types('sinh')	7.915ms	6.830ms -13.71%	6.835ms -13.65%
677	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 4, 'f')	172.887μs	150.688μs -12.84%	154.406μs -10.69%
678	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 4, 'd')	206.709μs	180.259μs -12.80%	193.893μs -6.20%
679	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 4, 'd')	152.338μs	132.900μs -12.76%	134.765μs -11.54%
680	bench_io.Copy.time_memcpy_large_out_of_place('complex64')	4.622ms	4.044ms -12.51%	4.686ms 1.37%
681	bench_ma.UFunc.time_1d(False, True, 10)	73.223μs	64.574μs -11.81%	65.317μs -10.80%
682	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 2047])	337.784μs	298.558μs -11.61%	330.614μs -2.12%
683	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 2, 'd')	163.006μs	145.064μs -11.01%	149.612μs -8.22%
684	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 1024])	337.524μs	301.614μs -10.64%	345.744μs 2.44%
685	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 2, 'd')	171.600μs	154.427μs -10.01%	159.577μs -7.01%
686	bench_lib.Nan.time_nancumprod(200, 0.1)	33.151μs	29.912μs -9.77%	30.072μs -9.29%
687	bench_lib.Nan.time_nanquantile(200000, 0)	2.772ms	2.515ms -9.28%	2.921ms 5.37%
688	bench_linalg.Einsum.time_einsum_noncon_contig_contig(<class 'numpy.float64'>)	48.975μs	44.699μs -8.73%	45.274μs -7.56%
689	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 95])	844.801μs	771.936μs -8.63%	806.777μs -4.50%
690	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 2, 'd')	201.319μs	184.359μs -8.42%	186.487μs -7.37%
691	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 4, 'd')	206.898μs	189.541μs -8.39%	198.736μs -3.94%
692	bench_lib.Nan.time_nanmedian(200000, 0)	3.185ms	2.921ms -8.32%	2.969ms -6.79%
693	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 4, 'f')	158.418μs	145.268μs -8.30%	162.821μs 2.78%
694	bench_lib.Nan.time_nanquantile(200000, 0.1)	3.199ms	2.948ms -7.86%	3.142ms -1.80%
695	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex128')	31.476μs	29.126μs -7.47%	29.439μs -6.47%
696	bench_core.CorrConv.time_convolve(50, 100, 'full')	15.547μs	14.418μs -7.27%	14.542μs -6.47%
697	bench_lib.Nan.time_nanpercentile(200000, 0)	3.403ms	3.157ms -7.23%	3.163ms -7.06%
698	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 2, 'f')	65.468μs	60.907μs -6.97%	61.062μs -6.73%
699	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), subok=True, where=True))	2.677μs	2.493μs -6.89%	2.543μs -5.02%
700	bench_ufunc.UFunc.time_ufunc_types('ceil')	509.828μs	475.073μs -6.82%	488.331μs -4.22%
701	bench_itemselection.PutMask.time_dense(True, 'float32')	3.923μs	3.664μs -6.61%	3.740μs -4.68%
702	bench_lib.Nan.time_nanstd(200000, 2.0)	2.225ms	2.078ms -6.59%	2.186ms -1.72%
703	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float64')	20.052μs	18.748μs -6.50%	18.855μs -5.97%
704	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 1, 'd')	82.238μs	76.910μs -6.48%	78.557μs -4.48%
705	bench_core.Core.time_tril_indices_500	1.541ms	1.441ms -6.48%	1.486ms -3.52%
706	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 2, 'd')	105.074μs	98.380μs -6.37%	99.013μs -5.77%
707	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 1024])	1.606ms	1.504ms -6.36%	1.681ms 4.62%
708	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 2047])	291.443μs	272.949μs -6.35%	292.457μs 0.35%
709	bench_indexing.Indexing.time_op('indexes_', 'I', '=1')	344.456μs	322.621μs -6.34%	330.791μs -3.97%
710	bench_io.Copy.time_strided_assign('float32')	6.313μs	5.920μs -6.22%	6.028μs -4.51%
711	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 1, 'd')	147.312μs	138.205μs -6.18%	142.304μs -3.40%
712	bench_ufunc.UFunc.time_ufunc_types('true_divide')	1.135ms	1.066ms -6.03%	1.082ms -4.61%
713	bench_ufunc.UFunc.time_ufunc_types('sign')	783.086μs	735.936μs -6.02%	801.400μs 2.34%
714	bench_itemselection.PutMask.time_dense(True, 'int16')	3.943μs	3.711μs -5.90%	3.725μs -5.55%
715	bench_ufunc.Custom.time_or_bool	2.840μs	2.674μs -5.83%	2.784μs -1.97%
716	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 2, 'd')	160.453μs	151.356μs -5.67%	156.581μs -2.41%
717	bench_ma.Concatenate.time_it('unmasked', 2)	48.326μs	45.593μs -5.65%	47.176μs -2.38%
718	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int16'>)	85.499μs	80.665μs -5.65%	85.580μs 0.09%
719	bench_function_base.Sort.time_sort('heap', 'int16', ('uniform',))	30.114μs	28.413μs -5.65%	28.675μs -4.78%
720	bench_random.Shuffle.time_100000	1.339ms	1.264ms -5.64%	1.319ms -1.51%
721	bench_itemselection.PutMask.time_sparse(True, 'int64')	3.763μs	3.551μs -5.63%	3.558μs -5.45%
722	bench_random.RNG.time_32bit('numpy')	324.728μs	306.621μs -5.58%	316.281μs -2.60%
723	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 4, 'f')	157.177μs	148.533μs -5.50%	166.069μs 5.66%
724	bench_ufunc.UFunc.time_ufunc_types('equal')	568.353μs	537.205μs -5.48%	550.610μs -3.12%
725	bench_lib.Nan.time_nanpercentile(200000, 50.0)	5.411ms	5.115ms -5.48%	5.190ms -4.08%
726	bench_core.Indices.time_indices	1.759ms	1.664ms -5.39%	1.687ms -4.06%
727	bench_core.PackBits.time_packbits_little(<class 'numpy.uint64'>)	65.557μs	62.072μs -5.31%	62.717μs -4.33%
728	bench_io.Copy.time_cont_assign('float64')	6.818μs	6.458μs -5.29%	6.472μs -5.08%
729	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int32'>)	444.052μs	420.689μs -5.26%	440.104μs -0.89%
730	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 4, 'd')	129.334μs	122.546μs -5.25%	125.215μs -3.18%
731	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 64])	735.052μs	696.707μs -5.22%	746.540μs 1.56%
732	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 30000)	14.414ms	13.665ms -5.20%	13.851ms -3.91%
733	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex128')	13.999μs	13.277μs -5.16%	13.366μs -4.52%
734	bench_shape_base.Block2D.time_block2d((16, 16), 'uint64', (2, 2))	56.045μs	53.157μs -5.15%	53.234μs -5.02%
735	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 4, 'f')	156.666μs	148.652μs -5.12%	154.426μs -1.43%
736	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 1000))	360.630μs	342.245μs -5.10%	350.390μs -2.84%
737	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int16'>)	2.775ms	2.634ms -5.07%	2.790ms 0.53%
738	bench_random.RNG.time_normal_zig('PCG64')	1.099ms	1.043ms -5.05%	1.132ms 3.04%
739	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 95])	243.212μs	230.980μs -5.03%	279.003μs 14.72%
740	bench_ma.UFunc.time_scalar_1d(False, False, 100)	52.478μs	49.839μs -5.03%	51.788μs -1.32%
741	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 4, 'd')	113.478μs	107.807μs -5.00%	109.020μs -3.93%
742	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint64', (2, 2))	2.755ms	2.618ms -4.97%	2.658ms -3.50%
743	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'longfloat')	13.581μs	12.912μs -4.93%	12.930μs -4.79%
744	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 4, 'f')	78.348μs	74.547μs -4.85%	76.021μs -2.97%
745	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int32'>)	3.188ms	3.034ms -4.83%	3.284ms 2.99%
746	bench_lib.Nan.time_nancumsum(200, 0.1)	31.783μs	30.259μs -4.79%	31.321μs -1.45%
747	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 4, 'f')	155.431μs	147.987μs -4.79%	167.476μs 7.75%
748	bench_lib.Nan.time_nanmax(200000, 2.0)	104.867μs	99.883μs -4.75%	102.229μs -2.52%
749	bench_ufunc.UFunc.time_ufunc_types('conjugate')	689.388μs	656.787μs -4.73%	662.212μs -3.94%
750	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float16')	7.685μs	7.322μs -4.72%	7.355μs -4.29%
751	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int32'>)	1.601ms	1.526ms -4.69%	1.558ms -2.72%
752	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 1, 'F')	34.344μs	32.742μs -4.66%	33.203μs -3.32%
753	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float16')	5.318μs	5.071μs -4.65%	5.814μs 9.32%
754	bench_ufunc.CustomScalar.time_less_than_scalar2(<class 'numpy.float32'>)	10.127μs	9.658μs -4.63%	9.795μs -3.29%
755	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 4, 'd')	783.249μs	747.974μs -4.50%	757.538μs -3.28%
756	bench_io.Copy.time_memcpy_large_out_of_place('complex128')	7.538ms	7.199ms -4.49%	7.390ms -1.96%
757	bench_ma.UFunc.time_scalar_1d(False, True, 100)	81.204μs	77.611μs -4.42%	79.789μs -1.74%
758	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 1, 'd')	165.047μs	157.748μs -4.42%	160.954μs -2.48%
759	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 2, 'f')	64.454μs	61.608μs -4.42%	66.277μs 2.83%
760	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 4, 'f')	156.886μs	149.976μs -4.40%	155.295μs -1.01%
761	bench_ma.Concatenate.time_it('unmasked', 100)	417.952μs	399.619μs -4.39%	407.304μs -2.55%
762	bench_reduce.AddReduceSeparate.time_reduce(1, 'int16')	817.361μs	781.650μs -4.37%	803.079μs -1.75%
763	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int64')	19.719μs	18.860μs -4.36%	18.887μs -4.22%
764	bench_ufunc.UFunc.time_ufunc_types('fabs')	517.487μs	494.982μs -4.35%	504.164μs -2.57%
765	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int64'>)	6.018ms	5.758ms -4.31%	6.235ms 3.61%
766	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 300000)	142.545ms	136.428ms -4.29%	138.558ms -2.80%
767	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'bool'>)	821.208μs	786.007μs -4.29%	825.293μs 0.50%
768	bench_lib.Nan.time_nanargmax(200, 0.1)	54.929μs	52.593μs -4.25%	53.814μs -2.03%
769	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int32')	7.642μs	7.319μs -4.23%	7.383μs -3.39%
770	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int64'>)	534.808μs	512.391μs -4.19%	568.892μs 6.37%
771	bench_scalar.ScalarMath.time_addition('complex256')	1.050μs	1.007μs -4.17%	1.026μs -2.28%
772	bench_reduce.AddReduceSeparate.time_reduce(1, 'float32')	259.076μs	248.394μs -4.12%	255.015μs -1.57%
773	bench_shape_base.Block.time_block_complicated(100)	1.861ms	1.784ms -4.10%	1.879ms 0.98%
774	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 4, 'f')	79.378μs	76.129μs -4.09%	77.396μs -2.50%
775	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int8'>)	2.572ms	2.467ms -4.08%	2.506ms -2.57%
776	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int32'>)	3.067ms	2.943ms -4.04%	3.278ms 6.91%
777	bench_ufunc.CustomInplace.time_int_or_temp	320.673μs	307.760μs -4.03%	313.215μs -2.33%
778	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 4, 'F')	21.129μs	20.285μs -3.99%	21.365μs 1.11%
779	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 2, 'f')	452.838μs	434.784μs -3.99%	441.389μs -2.53%
780	bench_ufunc.UFunc.time_ufunc_types('deg2rad')	517.919μs	497.368μs -3.97%	501.505μs -3.17%
781	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int32')	9.817μs	9.428μs -3.97%	9.500μs -3.23%
782	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 4, 'd')	1.032ms	991.426μs -3.96%	1.025ms -0.73%
783	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 4, 'd')	1.059ms	1.018ms -3.96%	1.073ms 1.28%
784	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 3000)	1.425ms	1.369ms -3.93%	1.431ms 0.43%
785	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 1, 'f')	44.003μs	42.281μs -3.91%	46.290μs 5.20%
786	bench_lib.Nan.time_nanprod(200000, 0)	1.259ms	1.210ms -3.90%	1.216ms -3.43%
787	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, 43)	10.370μs	9.967μs -3.89%	10.156μs -2.06%
788	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(range(0, 3))	6.647μs	6.390μs -3.87%	6.454μs -2.90%
789	bench_shape_base.Block2D.time_block2d((256, 256), 'uint8', (4, 4))	228.549μs	219.715μs -3.87%	222.635μs -2.59%
790	bench_function_base.Sort.time_argsort('merge', 'int64', ('ordered',))	15.536μs	14.939μs -3.84%	14.986μs -3.54%
791	bench_io.CopyTo.time_copyto_sparse	42.950μs	41.304μs -3.83%	41.734μs -2.83%
792	bench_ufunc.UFunc.time_ufunc_types('arctanh')	3.961ms	3.810ms -3.82%	3.873ms -2.21%
793	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint8'>, 43)	11.027μs	10.608μs -3.80%	10.663μs -3.30%
794	bench_ufunc.UFunc.time_ufunc_types('not_equal')	576.379μs	554.505μs -3.80%	559.058μs -3.01%
795	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int64'>)	4.194ms	4.036ms -3.77%	4.479ms 6.80%
796	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.)))	2.366μs	2.277μs -3.77%	2.331μs -1.48%
797	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 100))	115.274μs	110.934μs -3.77%	112.761μs -2.18%
798	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 3000)	2.345ms	2.257ms -3.75%	2.280ms -2.75%
799	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 4, 'f')	2.141ms	2.061ms -3.74%	2.099ms -1.97%
800	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 2, 'd')	101.367μs	97.639μs -3.68%	100.174μs -1.18%
801	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float16')	10.948μs	10.546μs -3.68%	10.834μs -1.04%
802	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 1, 'f')	35.175μs	33.884μs -3.67%	34.449μs -2.06%
803	bench_array_coercion.ArrayCoercionSmall.time_array([1])	2.824μs	2.721μs -3.66%	2.729μs -3.38%
804	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 4, 'd')	170.552μs	164.316μs -3.66%	178.150μs 4.46%
805	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint64', (4, 4))	3.174ms	3.058ms -3.65%	3.129ms -1.41%
806	bench_core.CorrConv.time_correlate(50, 10, 'full')	4.471μs	4.309μs -3.64%	4.523μs 1.14%
807	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 2, 'D')	20.647μs	19.899μs -3.62%	25.235μs 22.22%
808	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 2, 'd')	103.993μs	100.247μs -3.60%	100.715μs -3.15%
809	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 300000)	234.357ms	226.013ms -3.56%	231.968ms -1.02%
810	bench_function_base.Sort.time_argsort('merge', 'int16', ('ordered',))	15.262μs	14.720μs -3.55%	14.763μs -3.27%
811	bench_scalar.ScalarMath.time_power_of_two('int16')	56.417μs	54.424μs -3.53%	57.162μs 1.32%
812	bench_lib.Nan.time_nanprod(200, 0)	35.963μs	34.694μs -3.53%	35.799μs -0.46%
813	bench_shape_base.Block.time_block_simple_column_wise(1)	33.362μs	32.206μs -3.46%	32.876μs -1.46%
814	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float64')	13.479μs	13.014μs -3.45%	13.106μs -2.77%
815	bench_ufunc.Scalar.time_add_scalar_conv_complex	3.372μs	3.256μs -3.45%	3.340μs -0.94%
816	bench_core.CorrConv.time_correlate(50, 10, 'valid')	4.400μs	4.250μs -3.42%	4.364μs -0.82%
817	bench_shape_base.Block.time_block_simple_column_wise(100)	599.246μs	578.811μs -3.41%	580.447μs -3.14%
818	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 1, 'f')	499.347μs	482.345μs -3.40%	483.744μs -3.12%
819	bench_ufunc.UFunc.time_ufunc_types('rad2deg')	512.464μs	495.055μs -3.40%	504.641μs -1.53%
820	bench_core.Core.time_arange_100	1.816μs	1.754μs -3.37%	1.775μs -2.24%
821	bench_ufunc.UFunc.time_ufunc_types('minimum')	897.392μs	867.466μs -3.33%	891.463μs -0.66%
822	bench_shape_base.Block.time_block_simple_row_wise(100)	321.824μs	311.109μs -3.33%	315.336μs -2.02%
823	bench_lib.Nan.time_nansum(200, 0.1)	36.151μs	34.948μs -3.33%	36.198μs 0.13%
824	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 1, 'd')	55.605μs	53.759μs -3.32%	59.095μs 6.28%
825	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 4, 'f')	1.179ms	1.140ms -3.28%	1.174ms -0.42%
826	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 1, 'd')	86.194μs	83.392μs -3.25%	88.185μs 2.31%
827	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int8'>)	3.824ms	3.701ms -3.23%	3.734ms -2.35%
828	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 30000)	123.843ms	119.858ms -3.22%	124.368ms 0.42%
829	bench_ufunc.CustomScalar.time_add_scalar2(<class 'numpy.float64'>)	17.197μs	16.644μs -3.21%	17.067μs -0.76%
830	bench_linalg.Linalg.time_op('norm', 'complex128')	143.284μs	138.720μs -3.18%	141.285μs -1.39%
831	bench_shape_base.Block2D.time_block2d((512, 512), 'uint16', (2, 2))	546.649μs	529.242μs -3.18%	542.672μs -0.73%
832	bench_shape_base.Block.time_block_complicated(10)	130.750μs	126.648μs -3.14%	129.966μs -0.60%
833	bench_random.Permutation.time_permutation_int	171.020μs	165.673μs -3.13%	172.766μs 1.02%
834	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex64')	13.611μs	13.186μs -3.12%	13.600μs -0.08%
835	bench_shape_base.Block2D.time_block2d((256, 256), 'uint32', (2, 2))	310.939μs	301.230μs -3.12%	306.776μs -1.34%
836	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(1)	2.561μs	2.481μs -3.10%	2.535μs -1.01%
837	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 2047])	336.609μs	326.194μs -3.09%	341.148μs 1.35%
838	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int8'>)	62.724μs	60.793μs -3.08%	69.981μs 11.57%
839	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 1024])	1.228ms	1.190ms -3.05%	1.314ms 7.00%
840	bench_lib.Nan.time_nanpercentile(200, 90.0)	303.452μs	294.205μs -3.05%	298.516μs -1.63%
841	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 4, 'd')	164.117μs	159.134μs -3.04%	162.566μs -0.94%
842	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'longfloat')	21.638μs	20.981μs -3.04%	21.282μs -1.65%
843	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 4, 'd')	187.808μs	182.125μs -3.03%	249.311μs 32.75%
844	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 1, 'f')	35.188μs	34.140μs -2.98%	34.674μs -1.46%
845	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 1, 'd')	1.236ms	1.199ms -2.96%	1.278ms 3.38%
846	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(range(0, 3))	5.782μs	5.612μs -2.94%	5.656μs -2.17%
847	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 4, 'd')	126.825μs	123.098μs -2.94%	135.408μs 6.77%
848	bench_core.Temporaries.time_large	4.007ms	3.890ms -2.93%	3.952ms -1.37%
849	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 1, 'd')	82.039μs	79.649μs -2.91%	80.965μs -1.31%
850	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 2, 'd')	1.461ms	1.419ms -2.88%	1.419ms -2.85%
851	bench_lib.Nan.time_nanprod(200000, 50.0)	2.313ms	2.247ms -2.86%	2.288ms -1.10%
852	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 1535])	335.415μs	325.867μs -2.85%	332.261μs -0.94%
853	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 2, 'd')	64.652μs	62.825μs -2.83%	62.990μs -2.57%
854	bench_lib.Nan.time_nansum(200000, 90.0)	1.585ms	1.540ms -2.80%	1.555ms -1.88%
855	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, 8)	10.362μs	10.071μs -2.80%	10.251μs -1.07%
856	bench_function_base.Sort.time_sort('merge', 'int64', ('uniform',))	13.868μs	13.480μs -2.80%	13.540μs -2.37%
857	bench_ufunc.Custom.time_nonzero	82.490μs	80.186μs -2.79%	81.041μs -1.76%
858	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 2047])	282.582μs	274.705μs -2.79%	284.674μs 0.74%
859	bench_io.CopyTo.time_copyto	19.231μs	18.698μs -2.77%	18.886μs -1.79%
860	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex256')	37.867μs	36.818μs -2.77%	37.039μs -2.19%
861	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex256')	37.792μs	36.749μs -2.76%	36.953μs -2.22%
862	bench_lib.Nan.time_nancumprod(200, 2.0)	30.693μs	29.850μs -2.75%	30.022μs -2.19%
863	bench_indexing.IndexingStructured0D.time_array_slice	2.249μs	2.188μs -2.72%	2.226μs -1.00%
864	bench_shape_base.Block.time_block_complicated(1)	83.502μs	81.241μs -2.71%	82.017μs -1.78%
865	bench_shape_base.Block2D.time_block2d((32, 32), 'uint64', (4, 4))	146.565μs	142.600μs -2.71%	147.315μs 0.51%
866	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex256')	36.773μs	35.779μs -2.70%	36.104μs -1.82%
867	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int16'>)	2.812μs	2.737μs -2.68%	2.754μs -2.05%
868	bench_shape_base.Block2D.time_block2d((512, 512), 'uint32', (4, 4))	1.127ms	1.097ms -2.68%	1.106ms -1.84%
869	bench_reduce.ArgMax.time_argmax(<class 'bool'>)	10.049μs	9.781μs -2.68%	10.480μs 4.28%
870	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float64')	9.748μs	9.488μs -2.67%	9.645μs -1.06%
871	bench_array_coercion.ArrayCoercionSmall.time_array(range(0, 3))	4.137μs	4.027μs -2.66%	4.059μs -1.89%
872	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 30000)	23.156ms	22.541ms -2.65%	22.918ms -1.03%
873	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 1, 'd')	2.318ms	2.257ms -2.65%	2.294ms -1.02%
874	bench_io.Copy.time_cont_assign('int8')	1.986μs	1.934μs -2.64%	2.116μs 6.53%
875	bench_ufunc.Custom.time_not_bool	2.360μs	2.298μs -2.64%	2.384μs 1.00%
876	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 4, 'f')	97.917μs	95.330μs -2.64%	101.649μs 3.81%
877	bench_shape_base.Block2D.time_block2d((512, 512), 'uint64', (2, 2))	2.119ms	2.063ms -2.63%	2.103ms -0.73%
878	bench_ufunc.UFunc.time_ufunc_types('trunc')	489.827μs	477.004μs -2.62%	483.027μs -1.39%
879	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'bool'>)	26.261μs	25.577μs -2.60%	25.721μs -2.05%
880	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 4, 'd')	178.587μs	173.940μs -2.60%	188.682μs 5.65%
881	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 4, 'd')	164.656μs	160.383μs -2.60%	177.137μs 7.58%
882	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 2, 'd')	63.960μs	62.307μs -2.58%	64.208μs 0.39%
883	bench_lib.Nan.time_nanvar(200000, 0)	1.968ms	1.918ms -2.57%	1.936ms -1.66%
884	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 1, 'd')	1.050ms	1.024ms -2.53%	1.054ms 0.32%
885	bench_lib.Nan.time_nanstd(200, 2.0)	170.408μs	166.095μs -2.53%	169.033μs -0.81%
886	bench_ma.Concatenate.time_it('masked', 100)	507.100μs	494.277μs -2.53%	504.527μs -0.51%
887	bench_shape_base.Block2D.time_block2d((256, 256), 'uint64', (2, 2))	544.747μs	530.979μs -2.53%	537.949μs -1.25%
888	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 1024])	265.494μs	258.788μs -2.53%	288.908μs 8.82%
889	bench_ma.Indexing.time_1d(False, 2, 1000)	15.680μs	15.288μs -2.51%	15.982μs 1.92%
890	bench_shape_base.Block2D.time_block2d((512, 512), 'uint32', (2, 2))	1.011ms	986.191μs -2.50%	1.002ms -0.90%
891	bench_ufunc.UFunc.time_ufunc_types('copysign')	439.279μs	428.379μs -2.48%	434.204μs -1.16%
892	bench_ufunc.UFunc.time_ufunc_types('log2')	3.428ms	3.343ms -2.47%	3.387ms -1.19%
893	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int32'>)	3.560μs	3.472μs -2.46%	3.581μs 0.60%
894	bench_shape_base.Block2D.time_block2d((256, 256), 'uint16', (2, 2))	192.834μs	188.109μs -2.45%	188.616μs -2.19%
895	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'bool'>)	15.518μs	15.139μs -2.44%	15.192μs -2.10%
896	bench_io.Copy.time_memcpy_large_out_of_place('float64')	4.276ms	4.172ms -2.44%	4.381ms 2.45%
897	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex256')	37.247μs	36.339μs -2.44%	36.425μs -2.21%
898	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 1535])	440.739μs	430.025μs -2.43%	454.067μs 3.02%
899	bench_ufunc.UFunc.time_ufunc_types('logical_xor')	605.234μs	590.672μs -2.41%	603.700μs -0.25%
900	bench_ufunc.Scalar.time_add_scalar_conv	3.117μs	3.042μs -2.40%	3.061μs -1.77%
901	bench_ma.Indexing.time_1d(False, 1, 1000)	15.308μs	14.940μs -2.40%	15.502μs 1.27%
902	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 4, 'd')	164.623μs	160.680μs -2.40%	163.734μs -0.54%
903	bench_lib.Nan.time_nanvar(200, 0.1)	159.279μs	155.472μs -2.39%	158.892μs -0.24%
904	bench_reduce.AddReduce.time_axis_1	11.893ms	11.609ms -2.39%	11.641ms -2.12%
905	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 4, 'd')	1.328ms	1.296ms -2.39%	1.312ms -1.14%
906	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 2, 'f')	928.143μs	906.008μs -2.38%	913.342μs -1.59%
907	bench_ufunc.UFunc.time_ufunc_types('square')	763.764μs	745.650μs -2.37%	748.936μs -1.94%
908	bench_random.RNG.time_32bit('Philox')	440.050μs	429.704μs -2.35%	499.796μs 13.58%
909	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 4, 'd')	2.633ms	2.571ms -2.35%	2.574ms -2.23%
910	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 4, 'd')	1.017ms	993.384μs -2.34%	1.005ms -1.24%
911	bench_shape_base.Block2D.time_block2d((64, 64), 'uint32', (4, 4))	165.880μs	162.009μs -2.33%	164.541μs -0.81%
912	bench_shape_base.Block2D.time_block2d((256, 256), 'uint8', (2, 2))	131.309μs	128.273μs -2.31%	131.513μs 0.16%
913	bench_function_base.Sort.time_sort('merge', 'int64', ('random',))	459.517μs	448.900μs -2.31%	449.113μs -2.26%
914	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 100)	59.146μs	57.784μs -2.30%	59.333μs 0.32%
915	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 2, 'f')	143.803μs	140.495μs -2.30%	146.366μs 1.78%
916	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 1, 'd')	1.028ms	1.005ms -2.28%	1.012ms -1.57%
917	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'bool'>)	36.853μs	36.014μs -2.28%	37.622μs 2.09%
918	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex256')	36.994μs	36.153μs -2.27%	36.985μs -0.02%
919	bench_ufunc.UFunc.time_ufunc_types('less_equal')	582.678μs	569.584μs -2.25%	589.874μs 1.24%
920	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 4, 'd')	124.204μs	121.415μs -2.25%	124.294μs 0.07%
921	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(array([5]))	1.807μs	1.766μs -2.24%	1.776μs -1.71%
922	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 1, 'f')	2.268ms	2.217ms -2.24%	2.250ms -0.82%
923	bench_ufunc.UFunc.time_ufunc_types('conj')	683.888μs	668.600μs -2.24%	672.663μs -1.64%
924	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 2, 'd')	1.583ms	1.548ms -2.23%	1.633ms 3.16%
925	bench_lib.Nan.time_nanquantile(200, 90.0)	294.641μs	288.092μs -2.22%	295.121μs 0.16%
926	bench_ufunc.UFunc.time_ufunc_types('greater_equal')	581.983μs	569.058μs -2.22%	580.711μs -0.22%
927	bench_ufunc.UFunc.time_ufunc_types('isnat')	647.137ns	632.926ns -2.20%	638.890ns -1.27%
928	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 2, 'd')	101.110μs	98.890μs -2.20%	102.637μs 1.51%
929	bench_lib.Nan.time_nanpercentile(200000, 90.0)	3.607ms	3.529ms -2.19%	3.551ms -1.56%
930	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 1, 'f')	1.046ms	1.023ms -2.18%	1.026ms -1.91%
931	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 4, 'd')	1.636ms	1.601ms -2.17%	1.614ms -1.38%
932	bench_shape_base.Block2D.time_block2d((512, 512), 'uint16', (4, 4))	654.825μs	640.662μs -2.16%	648.725μs -0.93%
933	bench_ma.UFunc.time_1d(True, False, 10)	65.570μs	64.161μs -2.15%	71.761μs 9.44%
934	bench_overrides.ArrayFunction.time_mock_concatenate_mixed	1.310μs	1.282μs -2.15%	1.337μs 2.05%
935	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 95])	248.221μs	242.907μs -2.14%	271.349μs 9.32%
936	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 1, 'd')	1.475ms	1.444ms -2.14%	1.680ms 13.89%
937	bench_reduce.AddReduceSeparate.time_reduce(0, 'longfloat')	2.608ms	2.552ms -2.14%	2.668ms 2.30%
938	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 4, 'f')	1.467ms	1.436ms -2.14%	2.444ms 66.60%
939	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 2, 'f')	588.102μs	575.611μs -2.12%	579.755μs -1.42%
940	bench_ufunc.UFunc.time_ufunc_types('isnan')	181.488μs	177.635μs -2.12%	178.510μs -1.64%
941	bench_itemselection.PutMask.time_dense(False, 'int16')	4.063μs	3.977μs -2.12%	4.010μs -1.32%
942	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 2, 'f')	503.542μs	492.891μs -2.12%	497.100μs -1.28%
943	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 4, 'd')	162.422μs	158.988μs -2.11%	183.839μs 13.19%
944	bench_itemselection.PutMask.time_dense(False, 'float32')	4.059μs	3.973μs -2.11%	3.996μs -1.56%
945	bench_itemselection.PutMask.time_sparse(True, 'complex64')	3.582μs	3.506μs -2.11%	3.560μs -0.61%
946	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 1000))	617.717μs	604.859μs -2.08%	605.311μs -2.01%
947	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), subok=True))	2.487μs	2.436μs -2.08%	2.467μs -0.83%
948	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 2, 'f')	42.898μs	42.011μs -2.07%	42.449μs -1.05%
949	bench_itemselection.PutMask.time_sparse(False, 'int16')	4.038μs	3.954μs -2.07%	3.993μs -1.10%
950	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 2, 'f')	150.670μs	147.556μs -2.07%	153.333μs 1.77%
951	bench_scalar.ScalarMath.time_power_of_two('complex64')	65.603μs	64.249μs -2.06%	64.287μs -2.01%
952	bench_itemselection.PutMask.time_dense(False, 'complex256')	6.656μs	6.520μs -2.05%	6.550μs -1.60%
953	bench_function_base.Sort.time_sort('quick', 'float64', ('uniform',))	111.478μs	109.194μs -2.05%	109.300μs -1.95%
954	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 2, 'd')	795.086μs	778.829μs -2.04%	789.257μs -0.73%
955	bench_core.CorrConv.time_convolve(50, 10, 'valid')	9.932μs	9.729μs -2.04%	9.846μs -0.86%
956	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 4, 'f')	74.477μs	72.957μs -2.04%	75.114μs 0.86%
957	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int64'>)	4.195ms	4.110ms -2.02%	4.233ms 0.91%
958	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 30000)	442.146ms	433.200ms -2.02%	436.983ms -1.17%
959	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 1, 'D')	15.778μs	15.460μs -2.02%	22.530μs 42.79%
960	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 2, 'D')	13.594μs	13.322μs -2.00%	13.374μs -1.62%
961	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 1, 'f')	1.213ms	1.189ms -2.00%	1.199ms -1.18%
962	bench_lib.Nan.time_nanargmax(200, 2.0)	54.237μs	53.153μs -2.00%	54.390μs 0.28%
963	bench_indexing.ScalarIndexing.time_index(2)	36.631μs	35.900μs -2.00%	36.616μs -0.04%
964	bench_shape_base.Block2D.time_block2d((256, 256), 'uint32', (4, 4))	408.108μs	399.962μs -2.00%	412.134μs 0.99%
965	bench_shape_base.Block2D.time_block2d((16, 16), 'uint8', (2, 2))	45.029μs	44.131μs -1.99%	44.441μs -1.30%
966	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 3000)	43.349ms	42.487ms -1.99%	43.443ms 0.22%
967	bench_indexing.IndexingStructured0D.time_scalar_slice	4.017μs	3.937μs -1.99%	3.965μs -1.28%
968	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint16'>, 8)	11.770μs	11.537μs -1.98%	11.649μs -1.03%
969	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 2, 'd')	2.350ms	2.304ms -1.96%	2.319ms -1.33%
970	bench_ufunc.UFunc.time_ufunc_types('nextafter')	692.646μs	679.073μs -1.96%	741.007μs 6.98%
971	bench_shape_base.Block2D.time_block2d((256, 256), 'uint16', (4, 4))	286.646μs	281.030μs -1.96%	293.447μs 2.37%
972	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 4, 'd')	164.626μs	161.402μs -1.96%	162.328μs -1.40%
973	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 2, 'F')	17.855μs	17.506μs -1.96%	32.230μs 80.51%
974	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 4, 'd')	1.411ms	1.383ms -1.94%	2.221ms 57.45%
975	bench_array_coercion.ArrayCoercionSmall.time_array_subok(1)	2.519μs	2.470μs -1.94%	2.534μs 0.58%
976	bench_ma.Concatenate.time_it('unmasked+masked', 100)	662.212μs	649.381μs -1.94%	697.319μs 5.30%
977	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 1024])	259.364μs	254.360μs -1.93%	296.142μs 14.18%
978	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint32', (2, 2))	1.846ms	1.811ms -1.93%	1.816ms -1.62%
979	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 1, 'd')	54.013μs	52.974μs -1.92%	54.193μs 0.33%
980	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 127])	167.584μs	164.360μs -1.92%	164.748μs -1.69%
981	bench_reduce.AnyAll.time_all_slow	9.739μs	9.552μs -1.91%	9.788μs 0.51%
982	bench_lib.Nan.time_nanstd(200000, 0.1)	1.962ms	1.924ms -1.91%	1.954ms -0.41%
983	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 100))	35.595μs	34.918μs -1.90%	36.452μs 2.41%
984	bench_function_base.Median.time_even_small	72.097μs	70.731μs -1.89%	71.312μs -1.09%
985	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 4, 'd')	1.153ms	1.131ms -1.89%	1.151ms -0.19%
986	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'bool'>)	28.787μs	28.244μs -1.89%	28.507μs -0.97%
987	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(5)	2.903μs	2.848μs -1.88%	2.957μs 1.85%
988	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 1, 'd')	144.256μs	141.539μs -1.88%	143.035μs -0.85%
989	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 4, 'd')	835.084μs	819.401μs -1.88%	1.623ms 94.40%
990	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 4, 'd')	223.125μs	218.935μs -1.88%	223.911μs 0.35%
991	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int16'>)	3.966ms	3.892ms -1.86%	4.042ms 1.93%
992	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float16')	5.038μs	4.945μs -1.86%	5.129μs 1.79%
993	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 2, 'f')	42.448μs	41.663μs -1.85%	42.482μs 0.08%
994	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 4, 'f')	618.885μs	607.450μs -1.85%	614.200μs -0.76%
995	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int64')	13.919μs	13.664μs -1.84%	13.694μs -1.62%
996	bench_ufunc.UFunc.time_ufunc_types('add')	858.901μs	843.175μs -1.83%	858.047μs -0.10%
997	bench_reduce.AnyAll.time_any_slow	10.299μs	10.112μs -1.82%	10.121μs -1.73%
998	bench_ufunc.CustomInplace.time_int_or	63.429μs	62.282μs -1.81%	62.989μs -0.69%
999	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 4, 'd')	124.338μs	122.096μs -1.80%	128.796μs 3.59%
1000	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 4, 'f')	1.073ms	1.054ms -1.80%	1.059ms -1.31%
1001	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 1, 'f')	592.923μs	582.272μs -1.80%	582.558μs -1.75%
1002	bench_shape_base.Block2D.time_block2d((128, 128), 'uint64', (2, 2))	191.164μs	187.734μs -1.79%	188.850μs -1.21%
1003	bench_reduce.AddReduceSeparate.time_reduce(0, 'float32')	200.730μs	197.129μs -1.79%	201.379μs 0.32%
1004	bench_itemselection.PutMask.time_dense(False, 'int32')	4.072μs	3.999μs -1.79%	4.029μs -1.05%
1005	bench_ma.UFunc.time_1d(False, True, 1000)	81.085μs	79.634μs -1.79%	85.743μs 5.75%
1006	bench_linalg.Linalg.time_op('svd', 'int16')	3.546ms	3.483ms -1.79%	3.510ms -1.03%
1007	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 4, 'd')	95.832μs	94.121μs -1.79%	94.960μs -0.91%
1008	bench_itemselection.PutMask.time_sparse(True, 'complex256')	3.607μs	3.542μs -1.78%	3.621μs 0.39%
1009	bench_ma.Concatenate.time_it('ndarray+masked', 2000)	71.615ms	70.339ms -1.78%	74.892ms 4.58%
1010	bench_function_base.Sort.time_argsort('heap', 'float64', ('random',))	890.200μs	874.383μs -1.78%	880.675μs -1.07%
1011	bench_itemselection.PutMask.time_sparse(True, 'longfloat')	3.609μs	3.546μs -1.77%	3.607μs -0.07%
1012	bench_lib.Nan.time_nanquantile(200, 2.0)	287.762μs	282.697μs -1.76%	290.319μs 0.89%
1013	bench_lib.Nan.time_nanstd(200, 50.0)	171.102μs	168.113μs -1.75%	190.693μs 11.45%
1014	bench_core.PackBits.time_packbits(<class 'numpy.uint64'>)	64.595μs	63.481μs -1.73%	64.021μs -0.89%
1015	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 2, 'd')	179.488μs	176.399μs -1.72%	177.340μs -1.20%
1016	bench_linalg.Einsum.time_einsum_mul(<class 'numpy.float32'>)	957.791μs	941.327μs -1.72%	1.025ms 7.05%
1017	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 4, 'f')	50.038μs	49.183μs -1.71%	49.222μs -1.63%
1018	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 4, 'f')	1.138ms	1.119ms -1.70%	1.124ms -1.20%
1019	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 4, 'f')	61.353μs	60.312μs -1.70%	60.465μs -1.45%
1020	bench_array_coercion.ArrayCoercionSmall.time_asarray(range(0, 3))	4.105μs	4.036μs -1.70%	4.052μs -1.31%
1021	bench_lib.Nan.time_nanquantile(200, 0)	275.185μs	270.528μs -1.69%	283.644μs 3.07%
1022	bench_lib.Nan.time_nanpercentile(200, 2.0)	297.440μs	292.450μs -1.68%	298.134μs 0.23%
1023	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint8', (4, 4))	743.728μs	731.257μs -1.68%	755.971μs 1.65%
1024	bench_linalg.Linalg.time_op('norm', 'int64')	88.567μs	87.082μs -1.68%	88.968μs 0.45%
1025	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 1000))	495.632μs	487.346μs -1.67%	494.777μs -0.17%
1026	bench_ufunc.UFunc.time_ufunc_types('arctan')	3.570ms	3.511ms -1.67%	3.549ms -0.58%
1027	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 1024])	342.684μs	336.971μs -1.67%	364.003μs 6.22%
1028	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 1, 'f')	36.200μs	35.599μs -1.66%	36.086μs -0.31%
1029	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 2, 'f')	55.523μs	54.601μs -1.66%	61.897μs 11.48%
1030	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 4, 'd')	1.582ms	1.556ms -1.66%	1.564ms -1.12%
1031	bench_shape_base.Block2D.time_block2d((256, 256), 'uint64', (4, 4))	642.950μs	632.318μs -1.65%	641.944μs -0.16%
1032	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int64'>)	6.059ms	5.959ms -1.65%	6.238ms 2.95%
1033	bench_lib.Nan.time_nancumprod(200, 0)	30.825μs	30.318μs -1.64%	30.567μs -0.84%
1034	bench_random.Random.time_rng('weibull 1')	540.710μs	531.855μs -1.64%	542.216μs 0.28%
1035	bench_lib.Nan.time_nanargmin(200, 0)	54.301μs	53.413μs -1.63%	54.060μs -0.44%
1036	bench_ma.Concatenate.time_it('ndarray', 100)	422.328μs	415.462μs -1.63%	421.850μs -0.11%
1037	bench_ma.Concatenate.time_it('ndarray', 2000)	54.918ms	54.031ms -1.62%	56.126ms 2.20%
1038	bench_itemselection.PutMask.time_dense(True, 'int32')	3.781μs	3.720μs -1.61%	3.755μs -0.67%
1039	bench_linalg.Einsum.time_einsum_noncon_outer(<class 'numpy.float64'>)	7.823ms	7.698ms -1.60%	7.716ms -1.37%
1040	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex256')	36.733μs	36.148μs -1.59%	36.563μs -0.46%
1041	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 95])	621.365μs	611.506μs -1.59%	659.977μs 6.21%
1042	bench_function_base.Sort.time_sort('merge', 'float64', ('uniform',))	16.279μs	16.021μs -1.59%	16.193μs -0.53%
1043	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 1, 'd')	39.575μs	38.949μs -1.58%	39.294μs -0.71%
1044	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 4, 'f')	66.620μs	65.569μs -1.58%	66.308μs -0.47%
1045	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 10)	13.706μs	13.491μs -1.56%	13.784μs 0.57%
1046	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 4, 'd')	239.693μs	235.993μs -1.54%	248.618μs 3.72%
1047	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int32'>)	78.581μs	77.369μs -1.54%	77.688μs -1.14%
1048	bench_function_base.Sort.time_sort('merge', 'int64', ('ordered',))	13.711μs	13.500μs -1.54%	13.606μs -0.76%
1049	bench_indexing.ScalarIndexing.time_assign(1)	27.224μs	26.806μs -1.54%	26.849μs -1.38%
1050	bench_ufunc.UFunc.time_ufunc_types('multiply')	874.600μs	861.216μs -1.53%	869.925μs -0.53%
1051	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int32')	7.406μs	7.294μs -1.51%	7.296μs -1.49%
1052	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 10))	513.129μs	505.430μs -1.50%	514.605μs 0.29%
1053	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float16')	7.267μs	7.158μs -1.50%	7.164μs -1.42%
1054	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 4, 'd')	124.975μs	123.102μs -1.50%	126.523μs 1.24%
1055	bench_scalar.ScalarMath.time_addition_pyint('float32')	13.621μs	13.418μs -1.49%	13.557μs -0.47%
1056	bench_ufunc.UFunc.time_ufunc_types('fmin')	915.809μs	902.259μs -1.48%	903.050μs -1.39%
1057	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(range(0, 3))	4.538μs	4.471μs -1.48%	4.556μs 0.39%
1058	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 4, 'f')	1.145ms	1.128ms -1.47%	1.159ms 1.23%
1059	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int16'>)	19.336μs	19.052μs -1.47%	19.203μs -0.69%
1060	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(20)	34.440μs	33.935μs -1.47%	34.316μs -0.36%
1061	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'longfloat')	20.756μs	20.453μs -1.46%	20.826μs 0.34%
1062	bench_ma.UFunc.time_1d(True, True, 1000)	66.554μs	65.583μs -1.46%	67.085μs 0.80%
1063	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 1000))	49.070μs	48.354μs -1.46%	52.401μs 6.79%
1064	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 4, 'f')	78.227μs	77.095μs -1.45%	77.727μs -0.64%
1065	bench_ufunc.UFunc.time_ufunc_types('abs')	1.062ms	1.046ms -1.45%	1.057ms -0.48%
1066	bench_function_base.Sort.time_sort('merge', 'int16', ('uniform',))	9.815μs	9.674μs -1.44%	9.777μs -0.39%
1067	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 4, 'f')	485.331μs	478.345μs -1.44%	481.150μs -0.86%
1068	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int32'>)	4.755ms	4.687ms -1.43%	4.837ms 1.73%
1069	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 2, 'd')	1.919ms	1.892ms -1.43%	1.901ms -0.94%
1070	bench_ma.Indexing.time_1d(True, 2, 10)	17.055μs	16.812μs -1.43%	17.658μs 3.53%
1071	bench_reduce.AddReduceSeparate.time_reduce(0, 'int32')	570.455μs	562.400μs -1.41%	568.200μs -0.40%
1072	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 4, 'f')	977.811μs	964.092μs -1.40%	973.051μs -0.49%
1073	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(range(0, 3))	4.089μs	4.032μs -1.39%	4.118μs 0.71%
1074	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 1535])	279.868μs	276.003μs -1.38%	320.446μs 14.50%
1075	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex256')	21.223μs	20.931μs -1.38%	21.485μs 1.23%
1076	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 100))	459.417μs	453.113μs -1.37%	457.067μs -0.51%
1077	bench_ma.Indexing.time_0d(False, 2, 10)	15.655μs	15.440μs -1.37%	15.821μs 1.06%
1078	bench_shape_base.Block2D.time_block2d((64, 64), 'uint16', (4, 4))	147.022μs	145.036μs -1.35%	145.959μs -0.72%
1079	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 2, 'd')	1.951ms	1.925ms -1.35%	1.931ms -1.05%
1080	bench_lib.Nan.time_nansum(200, 0)	35.664μs	35.184μs -1.35%	35.547μs -0.33%
1081	bench_ufunc.Scalar.time_add_scalar	1.745μs	1.722μs -1.34%	1.763μs 0.99%
1082	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 4, 'f')	159.818μs	157.690μs -1.33%	160.734μs 0.57%
1083	bench_itemselection.PutMask.time_dense(False, 'float64')	4.378μs	4.319μs -1.33%	4.443μs 1.50%
1084	bench_itemselection.PutMask.time_sparse(True, 'float16')	3.730μs	3.680μs -1.32%	3.874μs 3.87%
1085	bench_shape_base.Block2D.time_block2d((128, 128), 'uint16', (2, 2))	97.900μs	96.616μs -1.31%	99.599μs 1.74%
1086	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 1, 'd')	53.287μs	52.591μs -1.31%	54.348μs 1.99%
1087	bench_io.Copy.time_memcpy_large_out_of_place('float32')	2.422ms	2.391ms -1.30%	2.703ms 11.60%
1088	bench_ma.UFunc.time_1d(False, False, 1000)	40.381μs	39.861μs -1.29%	40.272μs -0.27%
1089	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 10)	13.842μs	13.664μs -1.28%	13.888μs 0.34%
1090	bench_indexing.Indexing.time_op('indexes_rand_', 'I', '=1')	332.073μs	327.821μs -1.28%	331.459μs -0.18%
1091	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'bool'>)	2.425ms	2.394ms -1.28%	2.555ms 5.37%
1092	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'longfloat')	13.526μs	13.353μs -1.28%	13.593μs 0.49%
1093	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 95])	526.878μs	520.155μs -1.28%	538.630μs 2.23%
1094	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 2, 'f')	49.420μs	48.790μs -1.28%	50.669μs 2.53%
1095	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 1, 'f')	939.185μs	927.259μs -1.27%	927.342μs -1.26%
1096	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 10000)	2.839ms	2.803ms -1.27%	2.859ms 0.70%
1097	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex256')	21.471μs	21.199μs -1.27%	21.256μs -1.00%
1098	bench_core.CorrConv.time_convolve(1000, 10, 'same')	12.771μs	12.609μs -1.27%	12.802μs 0.24%
1099	bench_ufunc.UFunc.time_ufunc_types('power')	10.557ms	10.424ms -1.27%	10.427ms -1.24%
1100	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 4, 'f')	1.803ms	1.780ms -1.26%	1.792ms -0.59%
1101	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 1, 'd')	78.657μs	77.675μs -1.25%	79.153μs 0.63%
1102	bench_indexing.Indexing.time_op('indexes_rand_', 'np.ix_(I, I)', '')	1.660ms	1.639ms -1.24%	1.747ms 5.26%
1103	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 100))	683.592μs	675.163μs -1.23%	680.069μs -0.52%
1104	bench_function_base.Percentile.time_percentile	313.163μs	309.306μs -1.23%	328.547μs 4.91%
1105	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, -43)	10.159μs	10.035μs -1.22%	10.150μs -0.10%
1106	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint8', (2, 2))	595.074μs	587.811μs -1.22%	594.006μs -0.18%
1107	bench_ufunc.UFunc.time_ufunc_types('bitwise_not')	27.470μs	27.135μs -1.22%	27.347μs -0.45%
1108	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 4, 'F')	16.906μs	16.701μs -1.21%	18.004μs 6.50%
1109	bench_indexing.IndexingStructured0D.time_scalar_all	3.693μs	3.648μs -1.21%	3.654μs -1.05%
1110	bench_lib.Nan.time_nancumprod(200, 90.0)	34.685μs	34.269μs -1.20%	34.482μs -0.59%
1111	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 4, 'd')	2.935ms	2.900ms -1.20%	2.912ms -0.78%
1112	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 4, 'd')	178.294μs	176.164μs -1.19%	205.859μs 15.46%
1113	bench_ma.Concatenate.time_it('unmasked', 2000)	47.712ms	47.147ms -1.18%	47.319ms -0.82%
1114	bench_ufunc.UFunc.time_ufunc_types('reciprocal')	924.934μs	914.050μs -1.18%	938.217μs 1.44%
1115	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 4, 'f')	361.304μs	357.087μs -1.17%	358.471μs -0.78%
1116	bench_core.CorrConv.time_correlate(50, 100, 'valid')	6.676μs	6.598μs -1.16%	7.190μs 7.70%
1117	bench_ufunc.UFunc.time_ufunc_types('exp')	5.171ms	5.112ms -1.15%	5.123ms -0.93%
1118	bench_itemselection.PutMask.time_sparse(True, 'float64')	3.574μs	3.533μs -1.14%	3.608μs 0.97%
1119	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 4, 'd')	748.045μs	739.538μs -1.14%	764.538μs 2.20%
1120	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(range(0, 3))	2.258μs	2.233μs -1.14%	2.265μs 0.30%
1121	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg([1])	2.256μs	2.230μs -1.14%	2.261μs 0.21%
1122	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 2, 'd')	800.694μs	791.615μs -1.13%	801.150μs 0.06%
1123	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 4, 'd')	107.982μs	106.758μs -1.13%	107.260μs -0.67%
1124	bench_shape_base.Block.time_no_lists(10)	48.107μs	47.562μs -1.13%	47.671μs -0.91%
1125	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 2, 'f')	1.108ms	1.095ms -1.13%	2.309ms 108.45%
1126	bench_indexing.ScalarIndexing.time_assign_cast(0)	38.909μs	38.472μs -1.12%	39.180μs 0.70%
1127	bench_ufunc.UFunc.time_ufunc_types('fmod')	839.932μs	830.549μs -1.12%	835.546μs -0.52%
1128	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 1, 'd')	664.924μs	657.506μs -1.12%	660.683μs -0.64%
1129	bench_ufunc.UFunc.time_ufunc_types('modf')	890.892μs	880.967μs -1.11%	886.842μs -0.45%
1130	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 4, 'd')	165.976μs	164.147μs -1.10%	175.862μs 5.96%
1131	bench_function_base.Sort.time_sort('quick', 'float64', ('random',))	465.130μs	460.027μs -1.10%	461.296μs -0.82%
1132	bench_itemselection.PutMask.time_sparse(False, 'complex256')	3.997μs	3.954μs -1.09%	4.054μs 1.42%
1133	bench_core.PackBits.time_packbits_axis1(<class 'numpy.uint64'>)	1.227ms	1.214ms -1.09%	1.221ms -0.55%
1134	bench_itemselection.PutMask.time_dense(True, 'longfloat')	4.089μs	4.045μs -1.08%	4.124μs 0.85%
1135	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 4, 'd')	540.306μs	534.460μs -1.08%	560.051μs 3.65%
1136	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 1)	57.563μs	56.941μs -1.08%	57.535μs -0.05%
1137	bench_function_base.Sort.time_sort('heap', 'int64', ('ordered',))	461.335μs	456.396μs -1.07%	463.961μs 0.57%
1138	bench_core.Core.time_identity_3000	5.684ms	5.623ms -1.06%	5.628ms -0.98%
1139	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 1, 'd')	1.209ms	1.196ms -1.06%	1.510ms 24.91%
1140	bench_shape_base.Block2D.time_block2d((64, 64), 'uint64', (4, 4))	184.878μs	182.927μs -1.06%	185.424μs 0.30%
1141	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 2, 'd')	64.408μs	63.729μs -1.05%	64.648μs 0.37%
1142	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 1, 'f')	899.601μs	890.133μs -1.05%	965.801μs 7.36%
1143	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 2, 'f')	143.005μs	141.508μs -1.05%	143.205μs 0.14%
1144	bench_itemselection.PutMask.time_dense(False, 'complex128')	4.749μs	4.700μs -1.04%	4.742μs -0.14%
1145	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 1, 'd')	39.881μs	39.466μs -1.04%	39.526μs -0.89%
1146	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int16')	7.402μs	7.326μs -1.03%	7.443μs 0.55%
1147	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 1, 'f')	1.367ms	1.353ms -1.03%	2.408ms 76.12%
1148	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 2, 'd')	133.871μs	132.489μs -1.03%	135.087μs 0.91%
1149	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 2, 'f')	48.824μs	48.320μs -1.03%	48.580μs -0.50%
1150	bench_core.CorrConv.time_correlate(100000, 10, 'same')	258.062μs	255.402μs -1.03%	258.202μs 0.05%
1151	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 1, 'd')	159.312μs	157.670μs -1.03%	164.434μs 3.22%
1152	bench_ma.UFunc.time_scalar(True, True, 100)	21.783μs	21.558μs -1.03%	22.302μs 2.38%
1153	bench_ma.UFunc.time_scalar_1d(True, True, 1000)	81.060μs	80.226μs -1.03%	82.161μs 1.36%
1154	bench_scalar.ScalarMath.time_multiplication('float64')	919.357ns	909.900ns -1.03%	920.482ns 0.12%
1155	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 4, 'd')	2.493ms	2.468ms -1.02%	2.476ms -0.70%
1156	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(20000)	15.943ms	15.782ms -1.01%	16.138ms 1.22%
1157	bench_ma.UFunc.time_2d(False, False, 100)	60.178μs	59.570μs -1.01%	59.864μs -0.52%
1158	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 2, 'f')	1.048ms	1.038ms -1.01%	1.085ms 3.49%
1159	bench_linalg.Linalg.time_op('norm', 'complex64')	103.749μs	102.707μs -1.00%	104.734μs 0.95%
1160	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'bool'>)	15.205μs	15.052μs -1.00%	15.261μs 0.37%
1161	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 1, 'f')	1.381ms	1.367ms -1.00%	2.413ms 74.79%
1162	bench_array_coercion.ArrayCoercionSmall.time_array_subok(5)	2.396μs	2.372μs -1.00%	2.413μs 0.70%
1163	bench_shape_base.Block.time_nested(10)	135.301μs	133.951μs -1.00%	136.476μs 0.87%
1164	bench_linalg.Linalg.time_op('det', 'int64')	265.979μs	263.327μs -1.00%	277.394μs 4.29%
1165	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 2, 'f')	42.623μs	42.200μs -0.99%	42.387μs -0.55%
1166	bench_indexing.IndexingSeparate.time_mmap_slicing	4.615ms	4.569ms -0.99%	4.599ms -0.35%
1167	bench_shape_base.Block2D.time_block2d((16, 16), 'uint32', (4, 4))	123.037μs	121.825μs -0.98%	122.760μs -0.23%
1168	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 4, 'f')	1.786ms	1.769ms -0.98%	3.185ms 78.32%
1169	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(500)	105.243ms	104.210ms -0.98%	104.222ms -0.97%
1170	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 100))	386.403μs	382.670μs -0.97%	401.119μs 3.81%
1171	bench_lib.Nan.time_nanargmax(200000, 2.0)	1.244ms	1.232ms -0.97%	1.232ms -0.94%
1172	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 1, 'd')	126.088μs	124.872μs -0.96%	125.560μs -0.42%
1173	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(range(0, 3))	4.115μs	4.075μs -0.96%	4.122μs 0.18%
1174	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(200)	179.482μs	177.764μs -0.96%	192.104μs 7.03%
1175	bench_ma.Concatenate.time_it('ndarray+masked', 2)	149.936μs	148.501μs -0.96%	153.164μs 2.15%
1176	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 2, 'd')	1.742ms	1.725ms -0.96%	2.974ms 70.74%
1177	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 2, 'd')	158.103μs	156.606μs -0.95%	163.245μs 3.25%
1178	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 95])	935.654μs	926.827μs -0.94%	960.145μs 2.62%
1179	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 100))	84.185μs	83.394μs -0.94%	83.993μs -0.23%
1180	bench_ma.Indexing.time_1d(False, 1, 100)	15.084μs	14.942μs -0.94%	16.297μs 8.04%
1181	bench_function_base.Sort.time_sort('quick', 'float64', ('reversed',))	109.623μs	108.595μs -0.94%	110.230μs 0.55%
1182	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), array(3.)))	2.210μs	2.190μs -0.93%	2.193μs -0.76%
1183	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 1, 'd')	777.673μs	770.436μs -0.93%	773.722μs -0.51%
1184	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 2, 'd')	1.198ms	1.187ms -0.93%	1.230ms 2.69%
1185	bench_core.Core.time_vstack_l	27.095μs	26.843μs -0.93%	27.342μs 0.91%
1186	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 300000)	1.242s	1.231s -0.92%	1.235s -0.55%
1187	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 4, 'd')	992.016μs	982.884μs -0.92%	1.160ms 16.91%
1188	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 1, 'f')	471.366μs	467.027μs -0.92%	467.254μs -0.87%
1189	bench_ufunc.UFunc.time_ufunc_types('cosh')	6.405ms	6.346ms -0.92%	6.369ms -0.56%
1190	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 64])	623.953μs	618.241μs -0.92%	619.212μs -0.76%
1191	bench_linalg.Eindot.time_inner_trans_a_ac	9.188ms	9.105ms -0.90%	9.130ms -0.63%
1192	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 1, 'f')	1.065ms	1.056ms -0.90%	1.059ms -0.57%
1193	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 1, 'f')	140.768μs	139.508μs -0.90%	156.672μs 11.30%
1194	bench_lib.Nan.time_nanargmin(200000, 0)	1.187ms	1.176ms -0.89%	1.187ms 0.03%
1195	bench_lib.Nan.time_nansum(200, 2.0)	35.329μs	35.015μs -0.89%	35.771μs 1.25%
1196	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 1, 'f')	139.841μs	138.608μs -0.88%	139.215μs -0.45%
1197	bench_itemselection.PutMask.time_dense(True, 'float16')	3.720μs	3.688μs -0.88%	3.693μs -0.75%
1198	bench_core.CorrConv.time_correlate(50, 10000, 'same')	435.488μs	431.671μs -0.88%	433.004μs -0.57%
1199	bench_function_base.Sort.time_argsort('heap', 'float64', ('ordered',))	523.170μs	518.605μs -0.87%	525.905μs 0.52%
1200	bench_function_base.Sort.time_argsort('quick', 'int64', ('uniform',))	79.176μs	78.486μs -0.87%	78.723μs -0.57%
1201	bench_linalg.Eindot.time_matmul_trans_atc_a	26.042ms	25.816ms -0.87%	31.251ms 20.00%
1202	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 1535])	300.803μs	298.197μs -0.87%	324.110μs 7.75%
1203	bench_itemselection.PutMask.time_dense(True, 'float64')	3.744μs	3.712μs -0.86%	3.732μs -0.34%
1204	bench_lib.Nan.time_nanmedian(200, 50.0)	99.622μs	98.771μs -0.86%	98.983μs -0.64%
1205	bench_io.Copy.time_cont_assign('int16')	3.076μs	3.050μs -0.84%	3.094μs 0.58%
1206	bench_io.Copy.time_strided_copy('float32')	12.500μs	12.395μs -0.84%	12.488μs -0.10%
1207	bench_core.Core.time_array_float_l1000_dtype	197.511μs	195.859μs -0.84%	202.238μs 2.39%
1208	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 4, 'f')	1.120ms	1.111ms -0.84%	1.191ms 6.34%
1209	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 2, 'f')	1.396ms	1.384ms -0.83%	1.386ms -0.70%
1210	bench_function_base.Sort.time_argsort('heap', 'float64', ('reversed',))	556.742μs	552.110μs -0.83%	569.283μs 2.25%
1211	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 1, 'd')	143.699μs	142.530μs -0.81%	146.014μs 1.61%
1212	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 4, 'f')	64.955μs	64.429μs -0.81%	64.486μs -0.72%
1213	bench_function_base.Median.time_odd_inplace	78.817μs	78.182μs -0.81%	79.310μs 0.63%
1214	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 4, 'd')	243.269μs	241.313μs -0.80%	243.321μs 0.02%
1215	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 2, 'd')	1.290ms	1.280ms -0.80%	2.070ms 60.47%
1216	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 4, 'd')	161.698μs	160.404μs -0.80%	165.269μs 2.21%
1217	bench_ma.UFunc.time_scalar_1d(True, True, 10)	59.105μs	58.633μs -0.80%	58.924μs -0.31%
1218	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 4, 'd')	1.870ms	1.855ms -0.80%	1.866ms -0.21%
1219	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 2, 'd')	102.536μs	101.722μs -0.79%	105.505μs 2.90%
1220	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 2, 'f')	145.265μs	144.118μs -0.79%	146.177μs 0.63%
1221	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 1, 'd')	921.369μs	914.217μs -0.78%	984.926μs 6.90%
1222	bench_ma.UFunc.time_2d(True, True, 1000)	3.890ms	3.860ms -0.77%	4.068ms 4.59%
1223	bench_core.CorrConv.time_convolve(1000, 1000, 'full')	1.039ms	1.031ms -0.77%	1.034ms -0.50%
1224	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'bool'>)	2.626μs	2.606μs -0.77%	2.608μs -0.70%
1225	bench_function_base.Sort.time_argsort('merge', 'float64', ('random',))	625.759μs	620.976μs -0.76%	625.682μs -0.01%
1226	bench_lib.Nan.time_nanmin(200000, 2.0)	100.825μs	100.058μs -0.76%	101.830μs 1.00%
1227	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 1, 'd')	77.909μs	77.317μs -0.76%	77.680μs -0.29%
1228	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'bool'>)	210.737μs	209.137μs -0.76%	210.093μs -0.31%
1229	bench_reduce.MinMax.time_min(<class 'numpy.float64'>)	18.541μs	18.401μs -0.76%	18.524μs -0.10%
1230	bench_ma.UFunc.time_scalar_1d(False, True, 10)	79.250μs	78.650μs -0.76%	82.931μs 4.65%
1231	bench_ufunc.UFunc.time_ufunc_types('positive')	706.480μs	701.140μs -0.76%	702.240μs -0.60%
1232	bench_random.RNG.time_raw('Philox')	1.044ms	1.036ms -0.74%	1.050ms 0.56%
1233	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'object'>)	20.577ms	20.425ms -0.74%	20.503ms -0.36%
1234	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(5)	2.389μs	2.371μs -0.74%	2.411μs 0.91%
1235	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 1, 'f')	587.817μs	583.505μs -0.73%	609.617μs 3.71%
1236	bench_ma.Indexing.time_0d(False, 2, 1000)	15.483μs	15.370μs -0.73%	16.038μs 3.59%
1237	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 4, 'd')	1.847ms	1.833ms -0.73%	3.045ms 64.85%
1238	bench_core.CorrConv.time_correlate(1000, 100, 'full')	94.649μs	93.966μs -0.72%	116.251μs 22.82%
1239	bench_core.CorrConv.time_correlate(50, 100, 'same')	8.565μs	8.504μs -0.72%	8.664μs 1.16%
1240	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 4, 'd')	161.553μs	160.395μs -0.72%	170.065μs 5.27%
1241	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 2, 'd')	920.142μs	913.634μs -0.71%	920.592μs 0.05%
1242	bench_overrides.ArrayFunction.time_mock_broadcast_to_numpy	868.801ns	862.687ns -0.70%	866.237ns -0.30%
1243	bench_app.MaxesOfDots.time_it	21.694ms	21.542ms -0.70%	24.800ms 14.32%
1244	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 1, 'd')	1.734ms	1.722ms -0.70%	3.010ms 73.63%
1245	bench_ma.Indexing.time_0d(True, 2, 1000)	17.005μs	16.887μs -0.70%	17.775μs 4.52%
1246	bench_lib.Nan.time_nanargmin(200000, 50.0)	2.267ms	2.251ms -0.69%	2.252ms -0.66%
1247	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 1, 'D')	11.209μs	11.132μs -0.69%	11.146μs -0.56%
1248	bench_lib.Nan.time_nanpercentile(200, 50.0)	295.714μs	293.683μs -0.69%	302.949μs 2.45%
1249	bench_ufunc_strides.LogisticRegression.time_train(<class 'numpy.float32'>)	4.103s	4.075s -0.68%	4.095s -0.21%
1250	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 2, 'd')	99.635μs	98.957μs -0.68%	100.582μs 0.95%
1251	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 2, 'd')	2.465ms	2.448ms -0.68%	3.495ms 41.78%
1252	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 1, 'f')	492.649μs	489.323μs -0.68%	491.505μs -0.23%
1253	bench_lib.Nan.time_nansum(200000, 0.1)	1.079ms	1.072ms -0.67%	1.079ms -0.03%
1254	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 2, 'd')	489.149μs	485.859μs -0.67%	498.548μs 1.92%
1255	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex128')	919.142μs	912.967μs -0.67%	937.009μs 1.94%
1256	bench_lib.Nan.time_nancumsum(200, 50.0)	30.851μs	30.645μs -0.67%	30.750μs -0.33%
1257	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 2, 'f')	349.610μs	347.270μs -0.67%	348.943μs -0.19%
1258	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int32')	9.612μs	9.548μs -0.67%	9.649μs 0.38%
1259	bench_core.CorrConv.time_convolve(50, 1000, 'valid')	48.966μs	48.641μs -0.67%	48.650μs -0.65%
1260	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 100)	42.538μs	42.255μs -0.66%	42.408μs -0.31%
1261	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 2, 'f')	468.378μs	465.275μs -0.66%	465.359μs -0.64%
1262	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 2, 'f')	38.449μs	38.195μs -0.66%	38.497μs 0.12%
1263	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(1)	952.010ns	945.725ns -0.66%	978.517ns 2.78%
1264	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), array(3.), subok=True, where=True))	2.466μs	2.450μs -0.65%	2.484μs 0.72%
1265	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 10))	464.844μs	461.823μs -0.65%	463.800μs -0.22%
1266	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 2, 'd')	1.493ms	1.483ms -0.63%	1.540ms 3.20%
1267	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int8'>)	19.997μs	19.870μs -0.63%	19.910μs -0.43%
1268	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 4, 'd')	1.589ms	1.579ms -0.62%	1.589ms -0.04%
1269	bench_core.CorrConv.time_correlate(100000, 100, 'same')	9.051ms	8.995ms -0.61%	9.001ms -0.55%
1270	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 1, 'd')	59.832μs	59.470μs -0.60%	59.568μs -0.44%
1271	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 1024])	263.834μs	262.259μs -0.60%	285.516μs 8.22%
1272	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 100))	80.046μs	79.573μs -0.59%	81.053μs 1.26%
1273	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 1024])	430.568μs	428.024μs -0.59%	449.192μs 4.33%
1274	bench_ma.Concatenate.time_it('unmasked+masked', 2000)	65.563ms	65.183ms -0.58%	65.411ms -0.23%
1275	bench_ufunc.UFunc.time_ufunc_types('sin')	7.130ms	7.089ms -0.58%	7.107ms -0.32%
1276	bench_ufunc.UFunc.time_ufunc_types('mod')	944.290μs	938.872μs -0.57%	941.967μs -0.25%
1277	bench_random.Randint_dtype.time_randint_fast('bool')	36.287μs	36.080μs -0.57%	36.731μs 1.22%
1278	bench_linalg.Eindot.time_inner_trans_a_a	9.164ms	9.112ms -0.57%	10.470ms 14.25%
1279	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 2, 'F')	28.507μs	28.345μs -0.57%	28.412μs -0.33%
1280	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 4, 'd')	123.188μs	122.501μs -0.56%	125.981μs 2.27%
1281	bench_core.CorrConv.time_correlate(100000, 1000, 'same')	103.076ms	102.505ms -0.55%	103.417ms 0.33%
1282	bench_lib.Nan.time_nanquantile(200, 50.0)	290.954μs	289.350μs -0.55%	291.336μs 0.13%
1283	bench_core.CorrConv.time_correlate(1000, 1000, 'full')	1.032ms	1.026ms -0.55%	1.170ms 13.33%
1284	bench_random.RNG.time_32bit('MT19937')	308.395μs	306.703μs -0.55%	323.408μs 4.87%
1285	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 1, 'f')	1.386ms	1.378ms -0.55%	2.375ms 71.39%
1286	bench_core.Core.time_array_int_l1000	236.868μs	235.580μs -0.54%	238.014μs 0.48%
1287	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 1, 'f')	463.789μs	461.275μs -0.54%	461.796μs -0.43%
1288	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 1, 'd')	2.328ms	2.315ms -0.54%	2.328ms 0.00%
1289	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 1024])	327.294μs	325.579μs -0.52%	342.423μs 4.62%
1290	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 1, 'f')	34.004μs	33.825μs -0.52%	34.702μs 2.05%
1291	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 1, 'f')	2.171ms	2.160ms -0.52%	3.535ms 62.84%
1292	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex128')	21.493μs	21.381μs -0.52%	21.445μs -0.23%
1293	bench_ufunc.UFunc.time_ufunc_types('gcd')	180.553μs	179.623μs -0.52%	179.660μs -0.49%
1294	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 4, 'd')	107.895μs	107.344μs -0.51%	107.514μs -0.35%
1295	bench_core.CorrConv.time_convolve(1000, 10, 'full')	12.719μs	12.655μs -0.51%	12.952μs 1.83%
1296	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 2, 'd')	1.184ms	1.179ms -0.50%	1.184ms -0.08%
1297	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 4, 'D')	20.108μs	20.008μs -0.50%	20.735μs 3.11%
1298	bench_core.UnpackBits.time_unpackbits_axis0	1.984ms	1.975ms -0.49%	1.980ms -0.22%
1299	bench_ufunc.UFunc.time_ufunc_types('isinf')	188.254μs	187.338μs -0.49%	196.186μs 4.21%
1300	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 4, 'd')	2.441ms	2.429ms -0.48%	2.431ms -0.42%
1301	bench_io.CopyTo.time_copyto_8_dense	69.384μs	69.053μs -0.48%	69.092μs -0.42%
1302	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 2, 'd')	2.737ms	2.724ms -0.48%	2.739ms 0.09%
1303	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 4, 'd')	733.434μs	729.976μs -0.47%	730.163μs -0.45%
1304	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 1, 'd')	750.629μs	747.174μs -0.46%	786.774μs 4.82%
1305	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int16')	11.475μs	11.422μs -0.46%	11.428μs -0.41%
1306	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 2, 'f')	42.088μs	41.897μs -0.45%	41.997μs -0.22%
1307	bench_records.Records.time_fromarrays_formats_as_list	106.941ms	106.459ms -0.45%	107.428ms 0.45%
1308	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(array([5]))	2.256μs	2.246μs -0.44%	2.247μs -0.39%
1309	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 4, 'd')	2.504ms	2.493ms -0.44%	2.504ms 0.00%
1310	bench_overrides.ArrayFunction.time_mock_concatenate_many	2.120μs	2.111μs -0.43%	2.138μs 0.85%
1311	bench_io.Copy.time_strided_assign('complex64')	32.657μs	32.525μs -0.41%	33.021μs 1.11%
1312	bench_shape_base.Block2D.time_block2d((128, 128), 'uint32', (2, 2))	129.520μs	128.995μs -0.41%	129.304μs -0.17%
1313	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 4, 'd')	974.454μs	970.551μs -0.40%	974.717μs 0.03%
1314	bench_io.Copy.time_cont_assign('complex64')	15.607μs	15.545μs -0.40%	15.845μs 1.52%
1315	bench_linalg.Eindot.time_dot_trans_a_atc	9.468ms	9.431ms -0.40%	9.456ms -0.14%
1316	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 2, 'f')	1.092ms	1.088ms -0.40%	1.094ms 0.14%
1317	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 2, 'd')	1.897ms	1.890ms -0.38%	1.890ms -0.37%
1318	bench_ma.Indexing.time_0d(False, 1, 1000)	15.414μs	15.356μs -0.38%	16.517μs 7.16%
1319	bench_lib.Nan.time_nanpercentile(200000, 2.0)	3.718ms	3.704ms -0.37%	3.749ms 0.84%
1320	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 2, 'd')	695.620μs	693.038μs -0.37%	765.851μs 10.10%
1321	bench_linalg.Eindot.time_einsum_i_ij_j	551.747μs	549.700μs -0.37%	979.114μs 77.46%
1322	bench_reduce.AddReduceSeparate.time_reduce(1, 'longfloat')	1.188ms	1.183ms -0.37%	1.200ms 1.04%
1323	bench_function_base.Sort.time_argsort('quick', 'float64', ('random',))	552.705μs	550.663μs -0.37%	564.228μs 2.08%
1324	bench_ma.UFunc.time_scalar(False, False, 10)	27.058μs	26.959μs -0.37%	27.379μs 1.19%
1325	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int32'>)	20.021μs	19.948μs -0.36%	20.240μs 1.10%
1326	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int16'>)	1.333ms	1.328ms -0.36%	1.347ms 1.04%
1327	bench_scalar.ScalarMath.time_power_of_two('longfloat')	8.444μs	8.413μs -0.36%	8.433μs -0.12%
1328	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 64])	596.400μs	594.270μs -0.36%	598.682μs 0.38%
1329	bench_ufunc.UFunc.time_ufunc_types('logical_and')	571.094μs	569.061μs -0.36%	571.558μs 0.08%
1330	bench_ufunc.UFunc.time_ufunc_types('arccosh')	5.786ms	5.766ms -0.35%	5.770ms -0.27%
1331	bench_function_base.Sort.time_sort('merge', 'float64', ('reversed',))	15.303μs	15.251μs -0.34%	15.468μs 1.08%
1332	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 2, 'd')	926.077μs	922.967μs -0.34%	952.676μs 2.87%
1333	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 1, 'f')	60.801μs	60.597μs -0.34%	61.235μs 0.71%
1334	bench_ma.Concatenate.time_it('ndarray+masked', 100)	664.137μs	661.912μs -0.34%	665.850μs 0.26%
1335	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 1024])	250.231μs	249.402μs -0.33%	277.178μs 10.77%
1336	bench_scalar.ScalarMath.time_addition_pyint('int16')	10.516μs	10.482μs -0.33%	10.698μs 1.72%
1337	bench_function_base.Sort.time_sort('merge', 'float64', ('random',))	485.618μs	484.027μs -0.33%	487.777μs 0.44%
1338	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 4, 'f')	606.734μs	604.756μs -0.33%	618.534μs 1.94%
1339	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(2000)	1.619ms	1.613ms -0.32%	1.623ms 0.25%
1340	bench_ma.Indexing.time_1d(True, 1, 100)	16.434μs	16.381μs -0.32%	16.893μs 2.79%
1341	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 1, 'f')	931.601μs	928.675μs -0.31%	952.717μs 2.27%
1342	bench_function_base.Sort.time_sort('quick', 'int64', ('ordered',))	56.740μs	56.568μs -0.30%	61.624μs 8.61%
1343	bench_function_base.Sort.time_argsort('merge', 'float64', ('reversed',))	16.889μs	16.838μs -0.30%	17.084μs 1.15%
1344	bench_ma.Concatenate.time_it('unmasked+masked', 2)	141.610μs	141.184μs -0.30%	159.686μs 12.76%
1345	bench_function_base.Sort.time_argsort('heap', 'int16', ('random',))	825.893μs	823.431μs -0.30%	825.239μs -0.08%
1346	bench_io.Copy.time_strided_copy('float64')	15.191μs	15.147μs -0.29%	15.323μs 0.87%
1347	bench_records.Records.time_fromstring_formats_as_list	16.495ms	16.448ms -0.29%	16.544ms 0.30%
1348	bench_function_base.Sort.time_sort('heap', 'float64', ('random',))	711.093μs	709.073μs -0.28%	734.221μs 3.25%
1349	bench_ma.UFunc.time_scalar(False, False, 1000)	26.855μs	26.779μs -0.28%	28.453μs 5.95%
1350	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 100))	757.257μs	755.114μs -0.28%	757.864μs 0.08%
1351	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 2047])	238.100μs	237.436μs -0.28%	303.721μs 27.56%
1352	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 2, 'd')	796.051μs	793.829μs -0.28%	804.508μs 1.06%
1353	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 1024])	315.491μs	314.621μs -0.28%	341.444μs 8.23%
1354	bench_ma.Indexing.time_1d(True, 1, 1000)	16.527μs	16.481μs -0.27%	16.959μs 2.62%
1355	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 2, 'd')	1.236ms	1.233ms -0.27%	1.278ms 3.39%
1356	bench_records.Records.time_fromarrays_formats_as_string	132.813ms	132.451ms -0.27%	134.767ms 1.47%
1357	bench_scalar.ScalarMath.time_addition('float64')	923.082ns	920.595ns -0.27%	921.621ns -0.16%
1358	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 2, 'f')	599.340μs	597.728μs -0.27%	600.211μs 0.15%
1359	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 2, 'd')	74.812μs	74.619μs -0.26%	74.991μs 0.24%
1360	bench_shape_base.Block2D.time_block2d((512, 512), 'uint8', (2, 2))	309.565μs	308.841μs -0.23%	311.215μs 0.53%
1361	bench_core.CorrConv.time_correlate(1000, 1000, 'valid')	5.370μs	5.358μs -0.22%	5.570μs 3.72%
1362	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 4, 'f')	974.144μs	972.009μs -0.22%	987.551μs 1.38%
1363	bench_random.Permutation.time_permutation_2d	2.207ms	2.202ms -0.21%	2.258ms 2.31%
1364	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 4, 'f')	66.176μs	66.038μs -0.21%	67.846μs 2.52%
1365	bench_function_base.Sort.time_sort('heap', 'float64', ('reversed',))	477.495μs	476.527μs -0.20%	481.729μs 0.89%
1366	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 95])	238.198μs	237.718μs -0.20%	281.628μs 18.23%
1367	bench_lib.Nan.time_nanargmin(200000, 90.0)	1.645ms	1.642ms -0.20%	1.727ms 4.99%
1368	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 4, 'd')	1.351ms	1.348ms -0.20%	1.353ms 0.16%
1369	bench_function_base.Sort.time_sort('quick', 'float64', ('ordered',))	72.095μs	71.953μs -0.20%	73.790μs 2.35%
1370	bench_shape_base.Block2D.time_block2d((64, 64), 'uint16', (2, 2))	69.504μs	69.368μs -0.20%	71.941μs 3.51%
1371	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 1, 'd')	1.687ms	1.684ms -0.19%	2.870ms 70.10%
1372	bench_ma.UFunc.time_2d(False, True, 10)	39.378μs	39.304μs -0.19%	39.847μs 1.19%
1373	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(10)	14.857μs	14.829μs -0.19%	14.951μs 0.63%
1374	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 1, 'f')	1.709ms	1.706ms -0.18%	2.964ms 73.41%
1375	bench_ma.UFunc.time_1d(False, False, 100)	35.833μs	35.768μs -0.18%	36.366μs 1.49%
1376	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 4, 'd')	2.531ms	2.526ms -0.18%	3.822ms 51.00%
1377	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 100)	41.222μs	41.150μs -0.17%	41.362μs 0.34%
1378	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 2, 'f')	1.216ms	1.214ms -0.17%	1.217ms 0.12%
1379	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 2, 'f')	2.284ms	2.280ms -0.16%	2.312ms 1.22%
1380	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 4, 'f')	602.301μs	601.339μs -0.16%	603.228μs 0.15%
1381	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 1, 'd')	48.805μs	48.729μs -0.16%	48.881μs 0.16%
1382	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 1, 'd')	49.058μs	48.985μs -0.15%	51.210μs 4.39%
1383	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 1, 'f')	102.069μs	101.929μs -0.14%	103.940μs 1.83%
1384	bench_linalg.Linalg.time_op('det', 'float64')	205.629μs	205.362μs -0.13%	217.642μs 5.84%
1385	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int8'>)	139.194μs	139.014μs -0.13%	141.845μs 1.90%
1386	bench_shape_base.Block2D.time_block2d((512, 512), 'uint64', (4, 4))	2.068ms	2.066ms -0.12%	2.079ms 0.54%
1387	bench_io.Copy.time_memcpy('int8')	1.658μs	1.656μs -0.12%	1.658μs -0.03%
1388	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 1024])	441.108μs	440.587μs -0.12%	474.983μs 7.68%
1389	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 1, 'd')	1.398ms	1.397ms -0.11%	1.435ms 2.60%
1390	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 4, 'f')	1.251ms	1.249ms -0.11%	1.264ms 1.05%
1391	bench_shape_base.Block2D.time_block2d((128, 128), 'uint32', (4, 4))	223.616μs	223.388μs -0.10%	226.736μs 1.40%
1392	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 2, 'D')	26.334μs	26.308μs -0.10%	26.362μs 0.10%
1393	bench_io.Copy.time_strided_assign('int8')	5.720μs	5.714μs -0.10%	5.746μs 0.46%
1394	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 1, 'd')	145.132μs	144.995μs -0.09%	145.968μs 0.58%
1395	bench_function_base.Sort.time_argsort('heap', 'int16', ('ordered',))	524.229μs	523.755μs -0.09%	524.580μs 0.07%
1396	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 100))	645.948μs	645.381μs -0.09%	675.240μs 4.53%
1397	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 4)	58.179μs	58.129μs -0.09%	58.353μs 0.30%
1398	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 100))	767.743μs	767.114μs -0.08%	768.507μs 0.10%
1399	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 2, 'd')	88.332μs	88.261μs -0.08%	88.835μs 0.57%
1400	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 1, 'f')	2.249ms	2.247ms -0.07%	3.817ms 69.70%
1401	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'object'>)	7.895μs	7.889μs -0.07%	8.696μs 10.14%
1402	bench_function_base.Sort.time_sort('heap', 'int64', ('uniform',))	36.566μs	36.541μs -0.07%	37.932μs 3.73%
1403	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 2, 'f')	60.434μs	60.393μs -0.07%	61.198μs 1.26%
1404	bench_random.Permutation.time_permutation_1d	170.170μs	170.058μs -0.07%	179.108μs 5.25%
1405	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 1, 'd')	928.369μs	927.800μs -0.06%	929.384μs 0.11%
1406	bench_linalg.Linalg.time_op('norm', 'float16')	112.537μs	112.474μs -0.06%	113.087μs 0.49%
1407	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 1000))	604.799μs	604.506μs -0.05%	610.212μs 0.89%
1408	bench_import.Import.time_numpy	118.142ms	118.121ms -0.02%	119.434ms 1.09%
1409	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 4, 'f')	507.555μs	507.505μs -0.01%	1.117ms 120.02%
1410	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 4, 'f')	1.208ms	483.823μs -59.94%	482.374μs -60.06%
1411	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 4, 'f')	1.222ms	488.570μs -60.03%	488.338μs -60.05%
1412	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 1, 'f')	1.145ms	462.004μs -59.66%	458.421μs -59.97%
1413	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 2, 'D')	89.961μs	36.754μs -59.14%	36.315μs -59.63%
1414	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 1, 'D')	76.447μs	34.580μs -54.77%	33.811μs -55.77%
1415	bench_core.CorrConv.time_correlate(100000, 10, 'valid')	581.819μs	273.097μs -53.06%	257.538μs -55.74%
1416	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 2, 'f')	1.921ms	869.200μs -54.76%	866.162μs -54.92%
1417	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 1, 'f')	1.867ms	864.777μs -53.68%	850.585μs -54.44%
1418	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 2, 'f')	2.228ms	1.035ms -53.53%	1.021ms -54.19%
1419	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 1, 'F')	70.906μs	32.904μs -53.59%	32.523μs -54.13%
1420	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 2, 'F')	72.666μs	34.499μs -52.52%	33.786μs -53.50%
1421	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 4, 'd')	2.298ms	1.092ms -52.48%	1.087ms -52.68%
1422	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 4, 'f')	2.220ms	1.061ms -52.21%	1.058ms -52.35%
1423	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 2, 'd')	2.124ms	1.034ms -51.33%	1.031ms -51.49%
1424	bench_lib.Nan.time_nanmin(200000, 50.0)	203.310μs	102.063μs -49.80%	98.751μs -51.43%
1425	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 2, 'd')	1.800ms	909.662μs -49.47%	901.162μs -49.94%
1426	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 1, 'd')	2.121ms	1.157ms -45.47%	1.153ms -45.67%
1427	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 2, 'f')	1.055ms	584.644μs -44.57%	582.558μs -44.77%
1428	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 2, 'd')	2.136ms	1.234ms -42.21%	1.184ms -44.57%
1429	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 2, 'f')	1.987ms	1.205ms -39.37%	1.104ms -44.45%
1430	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 1, 'd')	1.292ms	768.436μs -40.55%	759.900μs -41.21%
1431	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 4, 'd')	1.438ms	865.662μs -39.79%	856.758μs -40.41%
1432	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 1, 'd')	1.177ms	1.172ms -0.40%	702.694μs -40.29%
1433	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 4, 'd')	1.463ms	884.239μs -39.56%	875.580μs -40.15%
1434	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 1, 'd')	3.104ms	1.980ms -36.23%	1.957ms -36.97%
1435	bench_linalg.Linalg.time_op('pinv', 'float32')	7.281ms	7.597ms 4.34%	4.602ms -36.79%
1436	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 1, 'd')	2.992ms	2.969ms -0.76%	1.912ms -36.11%
1437	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 4, 'd')	3.222ms	2.105ms -34.66%	2.073ms -35.65%
1438	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 1, 'd')	2.932ms	1.956ms -33.26%	1.888ms -35.61%
1439	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 4, 'f')	2.774ms	1.822ms -34.34%	1.798ms -35.18%
1440	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 4, 'd')	3.162ms	3.272ms 3.47%	2.059ms -34.90%
1441	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 4, 'f')	2.738ms	1.832ms -33.10%	1.806ms -34.04%
1442	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 1, 'f')	2.590ms	1.745ms -32.61%	1.715ms -33.78%
1443	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 1, 'f')	2.623ms	1.746ms -33.43%	1.740ms -33.67%
1444	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 2, 'd')	2.951ms	2.967ms 0.52%	1.974ms -33.10%
1445	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 1, 'f')	2.566ms	2.593ms 1.02%	1.749ms -31.87%
1446	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 4, 'f')	2.656ms	2.707ms 1.93%	1.822ms -31.40%
1447	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 2, 'f')	2.552ms	2.593ms 1.60%	1.755ms -31.23%
1448	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 2, 'f')	2.638ms	2.589ms -1.87%	1.857ms -29.59%
1449	bench_ufunc.UFunc.time_ufunc_types('hypot')	1.358ms	1.298ms -4.43%	966.509μs -28.85%
1450	bench_core.CorrConv.time_correlate(50, 1000, 'same')	64.458μs	47.287μs -26.64%	47.031μs -27.04%
1451	bench_random.RNG.time_32bit('SFC64')	318.956μs	260.797μs -18.23%	234.936μs -26.34%
1452	bench_core.CorrConv.time_convolve(50, 10000, 'valid')	548.835μs	412.062μs -24.92%	410.584μs -25.19%
1453	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 2, 'd')	190.849μs	173.030μs -9.34%	150.239μs -21.28%
1454	bench_ufunc.CustomScalar.time_add_scalar2(<class 'numpy.float32'>)	13.109μs	10.606μs -19.10%	10.485μs -20.02%
1455	bench_core.CorrConv.time_convolve(50, 1000, 'full')	63.735μs	51.620μs -19.01%	50.979μs -20.01%
1456	bench_ma.UFunc.time_2d(False, False, 1000)	736.749μs	596.859μs -18.99%	595.068μs -19.23%
1457	bench_core.CorrConv.time_convolve(1000, 100, 'full')	122.605μs	101.372μs -17.32%	100.028μs -18.41%
1458	bench_ufunc.UFunc.time_ufunc_types('ldexp')	248.875μs	210.257μs -15.52%	208.502μs -16.22%
1459	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 4, 'f')	171.953μs	159.287μs -7.37%	147.535μs -14.20%
1460	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 127])	740.847μs	727.864μs -1.75%	644.444μs -13.01%
1461	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 4)	63.649μs	55.632μs -12.60%	55.543μs -12.74%
1462	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 2)	63.198μs	55.299μs -12.50%	55.171μs -12.70%
1463	bench_function_base.Median.time_odd_small	81.131μs	71.585μs -11.77%	71.008μs -12.48%
1464	bench_scalar.ScalarMath.time_power_of_two('float32')	71.430μs	63.450μs -11.17%	62.664μs -12.27%
1465	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 127])	741.085μs	737.840μs -0.44%	652.162μs -12.00%
1466	bench_io.Copy.time_strided_assign('complex128')	30.309μs	26.953μs -11.07%	26.910μs -11.21%
1467	bench_ufunc.UFunc.time_ufunc_types('floor_divide')	1.221ms	1.213ms -0.63%	1.085ms -11.13%
1468	bench_shape_base.Block.time_3d(10, 'block')	1.689ms	1.506ms -10.82%	1.502ms -11.07%
1469	bench_indexing.Indexing.time_op('indexes_', ':,I', '=1')	440.419μs	408.850μs -7.17%	393.115μs -10.74%
1470	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 1, 'f')	47.708μs	43.117μs -9.62%	42.657μs -10.59%
1471	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float32')	7.804μs	7.281μs -6.71%	7.002μs -10.28%
1472	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0))	6.204μs	5.590μs -9.91%	5.581μs -10.05%
1473	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 2, 'd')	166.994μs	160.412μs -3.94%	150.509μs -9.87%
1474	bench_array_coercion.ArrayCoercionSmall.time_array(1)	1.083μs	1.035μs -4.42%	977.342ns -9.78%
1475	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 1, 'd')	85.273μs	79.508μs -6.76%	77.008μs -9.69%
1476	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 4, 'f')	169.778μs	158.731μs -6.51%	153.395μs -9.65%
1477	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 127])	651.325μs	667.975μs 2.56%	588.561μs -9.64%
1478	bench_ufunc.UFunc.time_ufunc_types('divmod')	1.533ms	1.405ms -8.33%	1.386ms -9.60%
1479	bench_lib.Nan.time_nanstd(200000, 0)	2.161ms	1.956ms -9.49%	1.954ms -9.60%
1480	bench_lib.Nan.time_nanprod(200000, 0.1)	1.361ms	1.257ms -7.59%	1.233ms -9.37%
1481	bench_lib.Nan.time_nanpercentile(200000, 0.1)	3.696ms	3.388ms -8.33%	3.351ms -9.35%
1482	bench_ufunc.UFunc.time_ufunc_types('rint')	997.269μs	932.884μs -6.46%	905.342μs -9.22%
1483	bench_function_base.Bincount.time_weights	696.893μs	648.662μs -6.92%	633.475μs -9.10%
1484	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 1000))	50.667μs	48.507μs -4.26%	46.210μs -8.80%
1485	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 1, 'd')	40.874μs	38.517μs -5.76%	37.320μs -8.69%
1486	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float16')	8.917μs	8.203μs -8.01%	8.158μs -8.51%
1487	bench_ufunc.CustomInplace.time_float_add_temp	334.060μs	317.781μs -4.87%	305.856μs -8.44%
1488	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 4, 'd')	176.672μs	163.981μs -7.18%	161.925μs -8.35%
1489	bench_core.CorrConv.time_correlate(1000, 1000, 'same')	854.640μs	786.686μs -7.95%	783.549μs -8.32%
1490	bench_core.CorrConv.time_correlate(50, 100, 'full')	10.131μs	9.655μs -4.70%	9.294μs -8.26%
1491	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 1, 'f')	46.233μs	43.367μs -6.20%	42.603μs -7.85%
1492	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 2, 'd')	163.150μs	154.575μs -5.26%	150.383μs -7.83%
1493	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 4, 'f')	165.116μs	154.649μs -6.34%	152.341μs -7.74%
1494	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 1, 'f')	32.841μs	33.345μs 1.54%	30.415μs -7.39%
1495	bench_linalg.Einsum.time_einsum_contig_outstride0(<class 'numpy.float64'>)	154.923μs	147.641μs -4.70%	143.568μs -7.33%
1496	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(1)	2.650μs	2.683μs 1.24%	2.456μs -7.31%
1497	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0, dtype=None))	6.139μs	5.815μs -5.28%	5.705μs -7.08%
1498	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 2, 'd')	188.360μs	175.244μs -6.96%	175.061μs -7.06%
1499	bench_random.Randint_dtype.time_randint_slow('uint64')	2.045ms	2.038ms -0.36%	1.901ms -7.04%
1500	bench_ufunc.UFunc.time_ufunc_types('signbit')	123.976μs	124.001μs 0.02%	115.385μs -6.93%
1501	bench_lib.Nan.time_nanargmax(200000, 50.0)	2.343ms	2.194ms -6.38%	2.182ms -6.89%
1502	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'bool'>)	45.739μs	43.653μs -4.56%	42.590μs -6.88%
1503	bench_random.Randint_dtype.time_randint_fast('uint64')	555.010μs	556.137μs 0.20%	516.955μs -6.86%
1504	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint8'>, 8)	11.184μs	10.537μs -5.78%	10.437μs -6.68%
1505	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 1, 'd')	62.063μs	58.142μs -6.32%	57.933μs -6.65%
1506	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 1, 'd')	115.283μs	115.779μs 0.43%	107.711μs -6.57%
1507	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 100))	116.177μs	108.986μs -6.19%	108.662μs -6.47%
1508	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 10000)	1.591ms	1.631ms 2.55%	1.488ms -6.44%
1509	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int8'>)	3.985ms	4.042ms 1.43%	3.731ms -6.37%
1510	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 4, 'D')	30.467μs	30.171μs -0.97%	28.532μs -6.35%
1511	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float16')	8.307μs	7.978μs -3.96%	7.784μs -6.29%
1512	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 4, 'd')	180.659μs	177.913μs -1.52%	169.468μs -6.19%
1513	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'bool'>)	45.681μs	44.314μs -2.99%	42.853μs -6.19%
1514	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int8'>)	76.602μs	74.109μs -3.25%	72.035μs -5.96%
1515	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int64')	13.991μs	13.357μs -4.53%	13.170μs -5.86%
1516	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 4, 'd')	257.335μs	262.724μs 2.09%	242.257μs -5.86%
1517	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 1, 'd')	1.503ms	1.424ms -5.29%	1.416ms -5.81%
1518	bench_core.CorrConv.time_correlate(50, 1000, 'full')	52.502μs	49.727μs -5.29%	49.483μs -5.75%
1519	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 1, 'f')	598.219μs	576.900μs -3.56%	563.900μs -5.74%
1520	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int64')	9.810μs	9.448μs -3.69%	9.249μs -5.72%
1521	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int64')	14.460μs	13.748μs -4.92%	13.635μs -5.71%
1522	bench_core.Temporaries.time_large2	3.926ms	4.121ms 4.95%	3.703ms -5.70%
1523	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'bool'>)	2.495ms	2.401ms -3.77%	2.353ms -5.69%
1524	bench_ufunc.UFunc.time_ufunc_types('bitwise_and')	42.687μs	40.321μs -5.54%	40.276μs -5.65%
1525	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float16')	11.717μs	11.255μs -3.94%	11.063μs -5.58%
1526	bench_function_base.Sort.time_argsort('heap', 'int64', ('ordered',))	460.496μs	441.344μs -4.16%	434.844μs -5.57%
1527	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex128')	21.800μs	20.635μs -5.34%	20.599μs -5.51%
1528	bench_reduce.AddReduceSeparate.time_reduce(0, 'int16')	614.873μs	622.594μs 1.26%	581.005μs -5.51%
1529	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 2, 'd')	135.805μs	133.224μs -1.90%	128.375μs -5.47%
1530	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex64')	497.055μs	495.874μs -0.24%	470.421μs -5.36%
1531	bench_ma.UFunc.time_1d(False, False, 10)	37.569μs	38.952μs 3.68%	35.600μs -5.24%
1532	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'bool'>)	1.738μs	1.673μs -3.75%	1.647μs -5.23%
1533	bench_array_coercion.ArrayCoercionSmall.time_array(array([5]))	1.101μs	1.093μs -0.69%	1.044μs -5.18%
1534	bench_itemselection.PutMask.time_sparse(False, 'int64')	4.205μs	4.077μs -3.06%	3.990μs -5.13%
1535	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, -43)	9.630μs	9.299μs -3.44%	9.137μs -5.12%
1536	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int16')	8.414μs	8.526μs 1.33%	7.986μs -5.09%
1537	bench_ufunc.CustomScalar.time_divide_scalar2_inplace(<class 'numpy.float32'>)	14.576μs	14.213μs -2.49%	13.866μs -4.87%
1538	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 2, 'f')	143.834μs	139.875μs -2.75%	136.856μs -4.85%
1539	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 2, 'f')	62.405μs	61.921μs -0.78%	59.378μs -4.85%
1540	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0))	5.910μs	5.725μs -3.14%	5.626μs -4.80%
1541	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex128')	21.904μs	21.382μs -2.39%	20.852μs -4.80%
1542	bench_ufunc.UFunc.time_ufunc_types('arccos')	6.509ms	6.295ms -3.29%	6.198ms -4.79%
1543	bench_shape_base.Block2D.time_block2d((512, 512), 'uint8', (4, 4))	424.950μs	406.677μs -4.30%	404.604μs -4.79%
1544	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 4, 'f')	75.519μs	73.670μs -2.45%	71.944μs -4.73%
1545	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 127])	655.159μs	667.381μs 1.87%	624.623μs -4.66%
1546	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 1, 'f')	35.628μs	34.840μs -2.21%	33.970μs -4.65%
1547	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 1)	57.715μs	61.931μs 7.30%	55.030μs -4.65%
1548	bench_ufunc.UFunc.time_ufunc_types('floor')	506.032μs	489.955μs -3.18%	482.505μs -4.65%
1549	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int64'>)	91.925μs	90.858μs -1.16%	87.662μs -4.64%
1550	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 2, 'f')	143.176μs	138.914μs -2.98%	136.608μs -4.59%
1551	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float32')	7.567μs	7.367μs -2.64%	7.221μs -4.57%
1552	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 1024])	351.536μs	344.469μs -2.01%	335.584μs -4.54%
1553	bench_lib.Nan.time_nancumsum(200, 0)	31.405μs	30.216μs -3.79%	29.983μs -4.53%
1554	bench_ufunc.UFunc.time_ufunc_types('heaviside')	667.544μs	652.350μs -2.28%	637.443μs -4.51%
1555	bench_io.Copy.time_memcpy_large_out_of_place('int8')	958.200μs	924.425μs -3.52%	915.145μs -4.49%
1556	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int16'>)	75.194μs	75.528μs 0.44%	71.871μs -4.42%
1557	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 1, 'f')	45.850μs	43.861μs -4.34%	43.831μs -4.40%
1558	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float64')	19.944μs	19.823μs -0.61%	19.077μs -4.35%
1559	bench_function_base.Histogram1D.time_small_coverage	705.540μs	705.757μs 0.03%	675.273μs -4.29%
1560	bench_lib.Nan.time_nanmedian(200000, 2.0)	3.434ms	3.566ms 3.82%	3.288ms -4.26%
1561	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 4, 'd')	158.079μs	153.184μs -3.10%	151.408μs -4.22%
1562	bench_core.Core.time_ones_100	5.167μs	4.988μs -3.45%	4.952μs -4.16%
1563	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex128')	13.483μs	13.228μs -1.89%	12.924μs -4.14%
1564	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 4, 'd')	191.974μs	261.730μs 36.34%	184.049μs -4.13%
1565	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 4, 'f')	614.301μs	595.190μs -3.11%	589.032μs -4.11%
1566	bench_io.Copy.time_strided_copy('complex128')	22.482μs	22.357μs -0.56%	21.558μs -4.11%
1567	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(array([5]))	383.567ns	389.719ns 1.60%	367.815ns -4.11%
1568	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 2, 'd')	64.800μs	67.208μs 3.72%	62.152μs -4.09%
1569	bench_itemselection.PutMask.time_dense(True, 'complex64')	3.832μs	3.721μs -2.90%	3.677μs -4.05%
1570	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'longfloat')	21.764μs	22.054μs 1.33%	20.889μs -4.02%
1571	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 2, 'd')	65.164μs	63.191μs -3.03%	62.550μs -4.01%
1572	bench_core.CorrConv.time_convolve(1000, 1000, 'valid')	11.791μs	11.541μs -2.12%	11.319μs -4.00%
1573	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 2, 'f')	51.987μs	50.812μs -2.26%	49.920μs -3.98%
1574	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int32'>)	164.573μs	165.037μs 0.28%	158.058μs -3.96%
1575	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int8'>)	1.309ms	1.310ms 0.11%	1.257ms -3.95%
1576	bench_lib.Nan.time_nanargmax(200, 90.0)	55.781μs	53.891μs -3.39%	53.581μs -3.94%
1577	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(1)	1.353μs	1.348μs -0.36%	1.299μs -3.94%
1578	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float32')	10.371μs	10.391μs 0.19%	9.963μs -3.94%
1579	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 4, 'D')	28.833μs	28.460μs -1.29%	27.713μs -3.89%
1580	bench_linalg.Linalg.time_op('det', 'complex64')	554.800μs	558.847μs 0.73%	533.255μs -3.88%
1581	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 1, 'f')	44.500μs	45.116μs 1.38%	42.778μs -3.87%
1582	bench_ufunc.UFunc.time_ufunc_types('bitwise_or')	41.303μs	41.898μs 1.44%	39.709μs -3.86%
1583	bench_ufunc.CustomInplace.time_char_or_temp	268.273μs	263.574μs -1.75%	257.965μs -3.84%
1584	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 4, 'f')	114.300μs	113.582μs -0.63%	109.933μs -3.82%
1585	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint16'>, 43)	11.905μs	11.475μs -3.61%	11.453μs -3.79%
1586	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 2, 'f')	506.042μs	499.300μs -1.33%	487.005μs -3.76%
1587	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 4, 'f')	615.663μs	596.700μs -3.08%	592.506μs -3.76%
1588	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 2, 'f')	56.979μs	56.142μs -1.47%	54.846μs -3.74%
1589	bench_lib.Nan.time_nanmedian(200000, 0.1)	2.810ms	2.711ms -3.53%	2.706ms -3.73%
1590	bench_core.CorrConv.time_correlate(1000, 10000, 'same')	10.394ms	10.094ms -2.89%	10.007ms -3.72%
1591	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex256')	51.902μs	50.675μs -2.36%	49.973μs -3.72%
1592	bench_function_base.Sort.time_sort('quick', 'int16', ('ordered',))	61.472μs	59.995μs -2.40%	59.202μs -3.69%
1593	bench_itemselection.PutMask.time_dense(False, 'longfloat')	4.810μs	4.743μs -1.41%	4.634μs -3.67%
1594	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 4, 'f')	156.689μs	155.476μs -0.77%	150.943μs -3.67%
1595	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 4, 'f')	525.129μs	523.119μs -0.38%	505.940μs -3.65%
1596	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 2, 'd')	181.109μs	176.103μs -2.76%	174.509μs -3.64%
1597	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 2047])	316.976μs	313.091μs -1.23%	305.473μs -3.63%
1598	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'longfloat')	13.503μs	13.310μs -1.43%	13.013μs -3.63%
1599	bench_function_base.Sort.time_argsort('quick', 'int64', ('reversed',))	98.620μs	96.075μs -2.58%	95.044μs -3.63%
1600	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 10)	15.679μs	15.344μs -2.14%	15.114μs -3.61%
1601	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, 43)	9.497μs	9.315μs -1.91%	9.154μs -3.60%
1602	bench_core.Core.time_array_l	17.216μs	17.716μs 2.90%	16.598μs -3.59%
1603	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 2, 'f')	146.395μs	142.729μs -2.50%	141.224μs -3.53%
1604	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 1, 'f')	44.938μs	44.208μs -1.62%	43.357μs -3.52%
1605	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex64')	14.205μs	14.172μs -0.23%	13.709μs -3.50%
1606	bench_linalg.Linalg.time_op('det', 'complex128')	446.736μs	443.692μs -0.68%	431.150μs -3.49%
1607	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int16')	11.061μs	10.857μs -1.85%	10.676μs -3.48%
1608	bench_random.Randint.time_randint_slow	1.676ms	1.675ms -0.03%	1.617ms -3.48%
1609	bench_array_coercion.ArrayCoercionSmall.time_asarray(array([5]))	382.372ns	390.238ns 2.06%	369.257ns -3.43%
1610	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float32')	10.613μs	10.841μs 2.15%	10.250μs -3.42%
1611	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0, dtype=None, out=array(0.)))	5.300μs	5.192μs -2.04%	5.120μs -3.39%
1612	bench_ufunc.UFunc.time_ufunc_types('fmax')	932.684μs	918.884μs -1.48%	901.175μs -3.38%
1613	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 2, 'd')	108.495μs	105.601μs -2.67%	104.839μs -3.37%
1614	bench_core.Core.time_array_l1	2.705μs	2.634μs -2.63%	2.614μs -3.37%
1615	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int32')	10.855μs	10.564μs -2.69%	10.490μs -3.37%
1616	bench_ufunc.UFunc.time_ufunc_types('subtract')	877.670μs	849.258μs -3.24%	848.175μs -3.36%
1617	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int64'>)	1.436ms	1.418ms -1.25%	1.388ms -3.31%
1618	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 1, 'f')	43.903μs	44.292μs 0.89%	42.455μs -3.30%
1619	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int32')	14.223μs	14.220μs -0.02%	13.754μs -3.29%
1620	bench_indexing.ScalarIndexing.time_assign_cast(1)	52.232μs	51.606μs -1.20%	50.514μs -3.29%
1621	bench_lib.Nan.time_nanargmin(200000, 2.0)	1.304ms	1.278ms -1.97%	1.261ms -3.28%
1622	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 1, 'd')	78.317μs	78.578μs 0.33%	75.756μs -3.27%
1623	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'longfloat')	30.761μs	32.307μs 5.03%	29.755μs -3.27%
1624	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'str'>)	21.612μs	21.135μs -2.21%	20.908μs -3.26%
1625	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 4, 'f')	78.488μs	77.850μs -0.81%	75.937μs -3.25%
1626	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 1, 'f')	35.091μs	34.333μs -2.16%	33.952μs -3.24%
1627	bench_itemselection.PutMask.time_sparse(False, 'longfloat')	4.033μs	4.234μs 4.99%	3.902μs -3.24%
1628	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex64')	14.135μs	14.074μs -0.43%	13.680μs -3.22%
1629	bench_reduce.AddReduceSeparate.time_reduce(0, 'float64')	487.947μs	500.027μs 2.48%	472.275μs -3.21%
1630	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int32')	14.451μs	14.349μs -0.70%	13.988μs -3.20%
1631	bench_scalar.ScalarMath.time_power_of_two('float16')	69.595μs	68.445μs -1.65%	67.370μs -3.20%
1632	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 2, 'f')	146.933μs	147.229μs 0.20%	142.272μs -3.17%
1633	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int16')	5.188μs	5.308μs 2.31%	5.024μs -3.16%
1634	bench_lib.Nan.time_nansum(200000, 50.0)	2.192ms	2.133ms -2.69%	2.123ms -3.15%
1635	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float32')	10.638μs	10.381μs -2.41%	10.303μs -3.15%
1636	bench_ufunc.CustomInplace.time_float_add	55.436μs	54.724μs -1.28%	53.701μs -3.13%
1637	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0, None, array(0.)))	5.174μs	5.356μs 3.53%	5.012μs -3.12%
1638	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 2, 'd')	103.776μs	101.119μs -2.56%	100.544μs -3.11%
1639	bench_records.Records.time_fromstring_formats_as_string	44.267ms	43.052ms -2.75%	42.893ms -3.10%
1640	bench_array_coercion.ArrayCoercionSmall.time_asanyarray([1])	2.800μs	2.793μs -0.23%	2.713μs -3.10%
1641	bench_ufunc.UFunc.time_ufunc_types('logaddexp2')	643.512μs	629.153μs -2.23%	623.568μs -3.10%
1642	bench_ufunc.UFunc.time_ufunc_types('maximum')	902.184μs	876.675μs -2.83%	874.393μs -3.08%
1643	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 1, 'f')	587.534μs	570.505μs -2.90%	569.453μs -3.08%
1644	bench_array_coercion.ArrayCoercionSmall.time_array_subok(range(0, 3))	5.787μs	5.687μs -1.74%	5.610μs -3.07%
1645	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int64')	9.711μs	9.597μs -1.17%	9.413μs -3.07%
1646	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'bool'>)	72.135μs	70.575μs -2.16%	69.921μs -3.07%
1647	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 1, 'd')	81.667μs	83.636μs 2.41%	79.165μs -3.06%
1648	bench_io.Copy.time_strided_assign('float64')	7.278μs	7.313μs 0.48%	7.055μs -3.06%
1649	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 4, 'f')	144.802μs	141.867μs -2.03%	140.380μs -3.05%
1650	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 4, 'd')	1.386ms	1.347ms -2.82%	1.344ms -3.05%
1651	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float32')	7.372μs	7.255μs -1.60%	7.150μs -3.01%
1652	bench_lib.Nan.time_nanprod(200, 90.0)	41.059μs	40.030μs -2.51%	39.825μs -3.01%
1653	bench_reduce.AnyAll.time_any_fast	6.009μs	5.879μs -2.16%	5.829μs -3.00%
1654	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 4, 'd')	127.318μs	125.031μs -1.80%	123.516μs -2.99%
1655	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'object'>)	416.815μs	404.812μs -2.88%	404.388μs -2.98%
1656	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float64')	13.380μs	13.494μs 0.85%	12.982μs -2.97%
1657	bench_function_base.Sort.time_argsort('heap', 'int64', ('random',))	789.922μs	774.829μs -1.91%	766.436μs -2.97%
1658	bench_lib.Nan.time_nanargmin(200, 2.0)	54.628μs	53.548μs -1.98%	53.013μs -2.96%
1659	bench_core.Core.time_diagflat_l50_l50	79.744μs	78.344μs -1.76%	77.386μs -2.96%
1660	bench_lib.Nan.time_nanstd(200000, 50.0)	4.178ms	4.056ms -2.92%	4.054ms -2.95%
1661	bench_core.CorrConv.time_correlate(50, 10, 'same')	4.381μs	4.539μs 3.60%	4.252μs -2.95%
1662	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 1, 'f')	21.954μs	21.912μs -0.19%	21.308μs -2.94%
1663	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 10))	118.246μs	119.690μs 1.22%	114.773μs -2.94%
1664	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int64')	19.911μs	19.503μs -2.05%	19.329μs -2.92%
1665	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 4, 'f')	954.060μs	944.967μs -0.95%	926.217μs -2.92%
1666	bench_array_coercion.ArrayCoercionSmall.time_array_subok([1])	4.395μs	4.386μs -0.21%	4.267μs -2.92%
1667	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 2, 'f')	51.161μs	51.145μs -0.03%	49.669μs -2.92%
1668	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 1, 'f')	141.363μs	138.551μs -1.99%	137.261μs -2.90%
1669	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int16')	8.081μs	8.495μs 5.12%	7.847μs -2.89%
1670	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(range(0, 3))	5.784μs	5.699μs -1.47%	5.618μs -2.88%
1671	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex64')	13.799μs	13.715μs -0.61%	13.402μs -2.88%
1672	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(1000)	341.506μs	338.648μs -0.84%	331.686μs -2.88%
1673	bench_array_coercion.ArrayCoercionSmall.time_asarray([1])	2.803μs	2.779μs -0.87%	2.723μs -2.88%
1674	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), out=array(0.)))	5.068μs	5.092μs 0.48%	4.923μs -2.87%
1675	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 1, 'd')	78.516μs	78.908μs 0.50%	76.267μs -2.86%
1676	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 10))	99.406μs	97.861μs -1.55%	96.565μs -2.86%
1677	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 2, 'd')	91.129μs	90.280μs -0.93%	88.524μs -2.86%
1678	bench_core.CorrConv.time_convolve(50, 10, 'same')	10.140μs	10.376μs 2.33%	9.852μs -2.85%
1679	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 4, 'f')	49.674μs	48.928μs -1.50%	48.263μs -2.84%
1680	bench_function_base.Sort.time_sort('heap', 'int64', ('reversed',))	505.587μs	492.596μs -2.57%	491.255μs -2.83%
1681	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float64')	9.708μs	9.556μs -1.56%	9.433μs -2.83%
1682	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 2, 'd')	65.790μs	64.860μs -1.41%	63.943μs -2.81%
1683	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 2, 'f')	499.901μs	497.232μs -0.53%	485.914μs -2.80%
1684	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 2, 'f')	38.996μs	38.418μs -1.48%	37.906μs -2.79%
1685	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float32')	9.694μs	9.749μs 0.57%	9.424μs -2.79%
1686	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int64'>)	90.554μs	92.562μs 2.22%	88.034μs -2.78%
1687	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 1, 'f')	21.398μs	21.510μs 0.52%	20.803μs -2.78%
1688	bench_ufunc.CustomInplace.time_double_add	65.348μs	63.828μs -2.33%	63.537μs -2.77%
1689	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 4, 'f')	58.863μs	59.365μs 0.85%	57.234μs -2.77%
1690	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 2, 'd')	103.680μs	100.939μs -2.64%	100.810μs -2.77%
1691	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 10))	125.931μs	124.254μs -1.33%	122.446μs -2.77%
1692	bench_core.VarComplex.time_var(100000)	1.092ms	1.151ms 5.36%	1.062ms -2.77%
1693	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 4, 'd')	244.219μs	239.679μs -1.86%	237.512μs -2.75%
1694	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int64')	13.071μs	14.382μs 10.03%	12.713μs -2.74%
1695	bench_lib.Nan.time_nancumsum(200000, 0)	1.525ms	1.642ms 7.68%	1.484ms -2.74%
1696	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, 8)	9.491μs	9.400μs -0.96%	9.234μs -2.71%
1697	bench_shape_base.Block.time_no_lists(100)	394.612μs	385.581μs -2.29%	383.946μs -2.70%
1698	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, -8)	14.513μs	14.287μs -1.56%	14.122μs -2.69%
1699	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 1, 'f')	143.208μs	140.670μs -1.77%	139.368μs -2.68%
1700	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int16'>)	3.597μs	3.554μs -1.22%	3.501μs -2.68%
1701	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(5)	2.282μs	2.308μs 1.14%	2.221μs -2.66%
1702	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 4, 'f')	2.076ms	2.067ms -0.45%	2.021ms -2.66%
1703	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 1, 'd')	146.399μs	144.896μs -1.03%	142.521μs -2.65%
1704	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 4, 'f')	150.626μs	163.548μs 8.58%	146.662μs -2.63%
1705	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 2, 'f')	49.019μs	48.967μs -0.11%	47.734μs -2.62%
1706	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 1535])	315.425μs	314.457μs -0.31%	307.174μs -2.62%
1707	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 10))	644.919μs	651.569μs 1.03%	628.065μs -2.61%
1708	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 2, 'f')	141.826μs	140.670μs -0.82%	138.122μs -2.61%
1709	bench_indexing.IndexingSeparate.time_mmap_fancy_indexing	16.873ms	16.863ms -0.06%	16.433ms -2.61%
1710	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 1, 'd')	40.478μs	40.017μs -1.14%	39.427μs -2.60%
1711	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int32')	13.873μs	13.759μs -0.83%	13.515μs -2.58%
1712	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 1, 'd')	39.356μs	39.225μs -0.33%	38.350μs -2.56%
1713	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 4, 'f')	59.220μs	58.186μs -1.75%	57.710μs -2.55%
1714	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 2, 'd')	102.033μs	99.531μs -2.45%	99.433μs -2.55%
1715	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 100)	27.440μs	27.113μs -1.19%	26.745μs -2.53%
1716	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 2, 'd')	1.243ms	1.217ms -2.11%	1.212ms -2.53%
1717	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex128')	21.029μs	20.764μs -1.26%	20.499μs -2.52%
1718	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex64')	19.209μs	19.154μs -0.29%	18.727μs -2.51%
1719	bench_lib.Nan.time_nansum(200000, 0)	1.090ms	1.074ms -1.47%	1.063ms -2.50%
1720	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 100))	542.085μs	537.180μs -0.90%	528.655μs -2.48%
1721	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int32')	9.818μs	9.798μs -0.21%	9.577μs -2.46%
1722	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 2, 'd')	155.180μs	171.008μs 10.20%	151.366μs -2.46%
1723	bench_itemselection.PutMask.time_dense(False, 'int64')	4.425μs	4.350μs -1.68%	4.316μs -2.46%
1724	bench_lib.Nan.time_nanprod(200000, 90.0)	1.749ms	1.715ms -1.95%	1.706ms -2.45%
1725	bench_core.CorrConv.time_convolve(100000, 10, 'same')	266.595μs	262.860μs -1.40%	260.088μs -2.44%
1726	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float16')	8.908μs	8.783μs -1.40%	8.691μs -2.44%
1727	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float32')	13.731μs	13.848μs 0.85%	13.398μs -2.42%
1728	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex64')	18.510μs	18.080μs -2.32%	18.063μs -2.42%
1729	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 1, 'd')	1.213ms	1.214ms 0.12%	1.184ms -2.41%
1730	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 1, 'f')	36.340μs	35.966μs -1.03%	35.463μs -2.41%
1731	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float16')	11.497μs	11.523μs 0.23%	11.220μs -2.41%
1732	bench_io.Copy.time_memcpy('float64')	8.935μs	8.809μs -1.41%	8.720μs -2.41%
1733	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 4, 'f')	96.931μs	94.981μs -2.01%	94.610μs -2.39%
1734	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 1, 'd')	2.318ms	2.296ms -0.95%	2.263ms -2.39%
1735	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float16')	5.413μs	5.598μs 3.42%	5.284μs -2.38%
1736	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 10))	170.916μs	169.330μs -0.93%	166.854μs -2.38%
1737	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float64')	14.252μs	14.008μs -1.71%	13.913μs -2.38%
1738	bench_core.Core.time_triu_indices_500	1.640ms	1.605ms -2.14%	1.601ms -2.37%
1739	bench_itemselection.PutMask.time_sparse(False, 'float16')	4.037μs	4.019μs -0.44%	3.941μs -2.37%
1740	bench_core.CorrConv.time_convolve(1000, 10000, 'valid')	9.520ms	9.387ms -1.40%	9.296ms -2.36%
1741	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 2, 'f')	586.812μs	580.644μs -1.05%	573.084μs -2.34%
1742	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'object'>)	206.787μs	206.776μs -0.01%	201.954μs -2.34%
1743	bench_lib.Nan.time_nanargmax(200, 50.0)	54.957μs	53.934μs -1.86%	53.675μs -2.33%
1744	bench_ufunc.UFunc.time_ufunc_types('sqrt')	1.769ms	1.751ms -1.00%	1.728ms -2.33%
1745	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float64')	13.973μs	13.734μs -1.71%	13.647μs -2.33%
1746	bench_ufunc.UFunc.time_ufunc_types('log')	3.332ms	3.262ms -2.08%	3.254ms -2.33%
1747	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int64')	13.906μs	13.934μs 0.20%	13.584μs -2.32%
1748	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 1, 'f')	1.202ms	1.194ms -0.72%	1.174ms -2.31%
1749	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 4, 'd')	122.711μs	122.665μs -0.04%	119.875μs -2.31%
1750	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int8'>)	19.597μs	19.455μs -0.72%	19.148μs -2.29%
1751	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 4, 'f')	1.806ms	1.777ms -1.58%	1.765ms -2.29%
1752	bench_core.CorrConv.time_convolve(1000, 100, 'same')	98.400μs	97.596μs -0.82%	96.156μs -2.28%
1753	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 1, 'd')	147.200μs	144.703μs -1.70%	143.846μs -2.28%
1754	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 4, 'f')	64.972μs	65.998μs 1.58%	63.492μs -2.28%
1755	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'bool'>)	15.369μs	15.448μs 0.51%	15.019μs -2.28%
1756	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 4, 'd')	1.191ms	1.231ms 3.38%	1.164ms -2.27%
1757	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex128')	30.719μs	30.196μs -1.70%	30.023μs -2.26%
1758	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex64')	13.145μs	13.065μs -0.61%	12.847μs -2.26%
1759	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 4, 'd')	109.011μs	107.753μs -1.15%	106.558μs -2.25%
1760	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 2, 'f')	107.358μs	106.424μs -0.87%	104.945μs -2.25%
1761	bench_lib.Nan.time_nancumprod(200000, 90.0)	2.028ms	2.083ms 2.74%	1.982ms -2.24%
1762	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 4, 'd')	1.568ms	1.540ms -1.85%	1.533ms -2.24%
1763	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 2, 'd')	819.730μs	812.508μs -0.88%	801.365μs -2.24%
1764	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 1, 'd')	2.247ms	2.289ms 1.89%	2.196ms -2.24%
1765	bench_indexing.Indexing.time_op('indexes_rand_', ':,I', '=1')	415.986μs	432.927μs 4.07%	406.696μs -2.23%
1766	bench_ufunc.Broadcast.time_broadcast	9.939ms	9.767ms -1.74%	9.718ms -2.22%
1767	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 1, 'f')	46.442μs	48.696μs 4.85%	45.411μs -2.22%
1768	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(10000)	3.032ms	2.984ms -1.60%	2.965ms -2.21%
1769	bench_core.Core.time_array_1	735.511ns	722.455ns -1.78%	719.348ns -2.20%
1770	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 10))	139.003μs	138.564μs -0.32%	135.956μs -2.19%
1771	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float64')	18.408μs	18.381μs -0.14%	18.005μs -2.19%
1772	bench_indexing.Indexing.time_op('indexes_', 'I', '')	813.746μs	804.392μs -1.15%	795.969μs -2.18%
1773	bench_lib.Nan.time_nanpercentile(200, 0.1)	281.339μs	276.365μs -1.77%	275.208μs -2.18%
1774	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex64')	815.438μs	815.662μs 0.03%	797.700μs -2.18%
1775	bench_core.Core.time_array_float_l1000	363.067μs	356.969μs -1.68%	355.176μs -2.17%
1776	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex256')	21.594μs	21.364μs -1.07%	21.125μs -2.17%
1777	bench_itemselection.PutMask.time_sparse(True, 'complex128')	3.624μs	3.583μs -1.13%	3.545μs -2.17%
1778	bench_core.Core.time_diagflat_l100	72.345μs	72.329μs -0.02%	70.781μs -2.16%
1779	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint32', (4, 4))	1.972ms	1.977ms 0.24%	1.930ms -2.16%
1780	bench_lib.Nan.time_nanprod(200000, 2.0)	1.337ms	1.353ms 1.20%	1.308ms -2.16%
1781	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 10))	621.035μs	620.300μs -0.12%	607.653μs -2.15%
1782	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int64'>)	10.722μs	10.959μs 2.21%	10.492μs -2.15%
1783	bench_ufunc.UFunc.time_ufunc_types('radians')	510.910μs	504.605μs -1.23%	499.914μs -2.15%
1784	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 1, 'd')	897.993μs	891.008μs -0.78%	878.675μs -2.15%
1785	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 95])	343.185μs	338.446μs -1.38%	335.825μs -2.14%
1786	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 1, 'f')	141.005μs	141.176μs 0.12%	137.982μs -2.14%
1787	bench_function_base.Histogram1D.time_full_coverage	3.615ms	3.567ms -1.34%	3.538ms -2.14%
1788	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 4, 'f')	459.363μs	459.838μs 0.10%	449.546μs -2.14%
1789	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 1, 'f')	143.069μs	141.085μs -1.39%	140.015μs -2.13%
1790	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 4, 'f')	59.551μs	58.738μs -1.37%	58.285μs -2.13%
1791	bench_lib.Nan.time_nanmedian(200000, 50.0)	4.909ms	4.845ms -1.30%	4.805ms -2.12%
1792	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 1, 'f')	1.104ms	1.094ms -0.92%	1.080ms -2.12%
1793	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 2, 'd')	146.025μs	149.158μs 2.15%	142.933μs -2.12%
1794	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex128')	30.296μs	29.837μs -1.51%	29.655μs -2.12%
1795	bench_scalar.ScalarMath.time_abs('float32')	1.065μs	1.052μs -1.17%	1.043μs -2.10%
1796	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 2, 'd')	64.161μs	63.573μs -0.92%	62.813μs -2.10%
1797	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 4, 'f')	77.818μs	76.761μs -1.36%	76.186μs -2.10%
1798	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 1, 'd')	833.724μs	833.585μs -0.02%	816.277μs -2.09%
1799	bench_core.Temporaries.time_mid	164.144μs	170.225μs 3.71%	160.735μs -2.08%
1800	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, -8)	10.350μs	10.423μs 0.70%	10.135μs -2.08%
1801	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 4, 'f')	1.076ms	1.062ms -1.26%	1.053ms -2.07%
1802	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 2, 'd')	1.248ms	1.285ms 3.03%	1.222ms -2.07%
1803	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int32')	7.296μs	7.422μs 1.72%	7.145μs -2.06%
1804	bench_itemselection.PutMask.time_dense(False, 'complex64')	4.448μs	4.541μs 2.10%	4.356μs -2.06%
1805	bench_function_base.Sort.time_argsort('merge', 'int64', ('random',))	535.510μs	529.980μs -1.03%	524.505μs -2.06%
1806	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 1, 'f')	25.108μs	24.706μs -1.60%	24.596μs -2.04%
1807	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(array([5]))	383.281ns	394.425ns 2.91%	375.491ns -2.03%
1808	bench_ufunc.UFunc.time_ufunc_types('remainder')	949.790μs	955.282μs 0.58%	930.600μs -2.02%
1809	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.])))	5.552μs	5.495μs -1.02%	5.440μs -2.02%
1810	bench_indexing.ScalarIndexing.time_index(0)	16.627μs	16.535μs -0.55%	16.292μs -2.01%
1811	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 4, 'f')	58.919μs	58.129μs -1.34%	57.736μs -2.01%
1812	bench_io.LoadtxtReadUint64Integers.time_read_uint64(1000)	339.540μs	337.406μs -0.63%	332.753μs -2.00%
1813	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int64')	18.687μs	18.652μs -0.19%	18.314μs -2.00%
1814	bench_ufunc.UFunc.time_ufunc_types('lcm')	262.219μs	259.615μs -0.99%	256.990μs -1.99%
1815	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'bool'>)	4.119μs	4.106μs -0.31%	4.037μs -1.99%
1816	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 2, 'f')	958.155μs	1.031ms 7.56%	939.176μs -1.98%
1817	bench_lib.Nan.time_nanargmin(200000, 0.1)	1.212ms	1.191ms -1.77%	1.188ms -1.98%
1818	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 4, 'f')	918.786μs	913.384μs -0.59%	900.624μs -1.98%
1819	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 10)	15.434μs	15.214μs -1.43%	15.129μs -1.97%
1820	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'longfloat')	29.888μs	29.537μs -1.18%	29.299μs -1.97%
1821	bench_core.Core.time_array_float64_l1000	190.586μs	196.868μs 3.30%	186.856μs -1.96%
1822	bench_reduce.AddReduceSeparate.time_reduce(1, 'int32')	765.800μs	757.578μs -1.07%	750.828μs -1.96%
1823	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 10))	720.660μs	709.607μs -1.53%	706.607μs -1.95%
1824	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 4, 'd')	2.931ms	2.909ms -0.75%	2.874ms -1.94%
1825	bench_ufunc.UFunc.time_ufunc_types('degrees')	509.234μs	502.868μs -1.25%	499.391μs -1.93%
1826	bench_ufunc.UFunc.time_ufunc_types('right_shift')	111.839μs	122.615μs 9.64%	109.684μs -1.93%
1827	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype([1])	4.384μs	4.412μs 0.64%	4.300μs -1.92%
1828	bench_ufunc.CustomInplace.time_double_add_temp	312.506μs	322.253μs 3.12%	306.503μs -1.92%
1829	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int8'>)	61.538μs	61.124μs -0.67%	60.359μs -1.92%
1830	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 2, 'f')	596.312μs	594.450μs -0.31%	584.927μs -1.91%
1831	bench_core.CorrConv.time_convolve(50, 10000, 'full')	416.381μs	417.177μs 0.19%	408.446μs -1.91%
1832	bench_shape_base.Block.time_no_lists(1)	28.073μs	31.027μs 10.52%	27.539μs -1.90%
1833	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 4, 'f')	901.227μs	903.842μs 0.29%	884.085μs -1.90%
1834	bench_lib.Nan.time_nanquantile(200000, 90.0)	3.622ms	3.619ms -0.10%	3.554ms -1.90%
1835	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 4, 'f')	2.351ms	2.336ms -0.63%	2.306ms -1.90%
1836	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 4, 'f')	63.888μs	64.155μs 0.42%	62.677μs -1.89%
1837	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 4, 'd')	234.818μs	272.313μs 15.97%	230.374μs -1.89%
1838	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex128')	21.392μs	21.224μs -0.79%	20.988μs -1.89%
1839	bench_ufunc.UFunc.time_ufunc_types('negative')	705.713μs	697.173μs -1.21%	692.440μs -1.88%
1840	bench_lib.Nan.time_nanvar(200, 50.0)	161.389μs	159.194μs -1.36%	158.362μs -1.88%
1841	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 1, 'f')	144.989μs	144.255μs -0.51%	142.271μs -1.87%
1842	bench_lib.Nan.time_nanargmax(200000, 90.0)	1.594ms	1.595ms 0.02%	1.565ms -1.87%
1843	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 2, 'f')	47.244μs	46.781μs -0.98%	46.361μs -1.87%
1844	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int64')	9.692μs	10.390μs 7.21%	9.511μs -1.87%
1845	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 2, 'd')	2.729ms	2.748ms 0.70%	2.678ms -1.86%
1846	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float64')	13.427μs	13.447μs 0.15%	13.180μs -1.84%
1847	bench_function_base.Sort.time_sort_worst	75.535ms	74.993ms -0.72%	74.144ms -1.84%
1848	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 4, 'f')	78.733μs	77.539μs -1.52%	77.293μs -1.83%
1849	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 2, 'd')	75.150μs	75.153μs 0.00%	73.781μs -1.82%
1850	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 2, 'f')	42.042μs	41.901μs -0.34%	41.278μs -1.82%
1851	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int16')	11.271μs	11.881μs 5.41%	11.067μs -1.82%
1852	bench_core.CorrConv.time_correlate(50, 10000, 'valid')	437.858μs	434.275μs -0.82%	429.921μs -1.81%
1853	bench_linalg.Linalg.time_op('norm', 'longfloat')	122.962μs	126.496μs 2.87%	120.734μs -1.81%
1854	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 1, 'f')	144.033μs	144.036μs 0.00%	141.425μs -1.81%
1855	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float16')	7.362μs	7.635μs 3.71%	7.229μs -1.81%
1856	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 2, 'f')	1.759ms	1.748ms -0.64%	1.727ms -1.80%
1857	bench_import.Import.time_linalg	118.607ms	117.899ms -0.60%	116.471ms -1.80%
1858	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 2, 'd')	49.919μs	49.720μs -0.40%	49.022μs -1.80%
1859	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'object'>)	5.815μs	5.846μs 0.53%	5.711μs -1.80%
1860	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 2, 'f')	52.751μs	61.865μs 17.28%	51.804μs -1.79%
1861	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 3000)	12.385ms	12.302ms -0.67%	12.163ms -1.79%
1862	bench_indexing.ScalarIndexing.time_assign_cast(2)	61.429μs	61.392μs -0.06%	60.330μs -1.79%
1863	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 2, 'd')	1.498ms	1.552ms 3.62%	1.472ms -1.78%
1864	bench_shape_base.Block2D.time_block2d((128, 128), 'uint16', (4, 4))	189.153μs	191.747μs 1.37%	185.793μs -1.78%
1865	bench_indexing.Indexing.time_op('indexes_', ':,I', '')	1.009ms	1.002ms -0.73%	991.009μs -1.77%
1866	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 1, 'f')	584.353μs	575.866μs -1.45%	574.005μs -1.77%
1867	bench_function_base.Sort.time_argsort('quick', 'int16', ('random',))	473.757μs	478.959μs 1.10%	465.413μs -1.76%
1868	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 4, 'f')	77.911μs	77.443μs -0.60%	76.541μs -1.76%
1869	bench_lib.Nan.time_nanmedian(200, 0)	86.041μs	85.158μs -1.03%	84.529μs -1.76%
1870	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint32'>, 43)	14.893μs	14.755μs -0.92%	14.634μs -1.74%
1871	bench_function_base.Sort.time_argsort('quick', 'int16', ('ordered',))	58.194μs	58.855μs 1.13%	57.184μs -1.74%
1872	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0, None))	5.658μs	5.721μs 1.10%	5.560μs -1.73%
1873	bench_shape_base.Block.time_3d(100, 'copy')	180.835ms	180.860ms 0.01%	177.704ms -1.73%
1874	bench_ufunc.CustomScalar.time_divide_scalar2(<class 'numpy.float32'>)	12.905μs	12.818μs -0.68%	12.683μs -1.72%
1875	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 1, 'd')	38.382μs	37.770μs -1.59%	37.720μs -1.72%
1876	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 1, 'f')	47.084μs	46.694μs -0.83%	46.273μs -1.72%
1877	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 4, 'f')	66.554μs	66.663μs 0.16%	65.410μs -1.72%
1878	bench_lib.Nan.time_nanquantile(200000, 50.0)	5.500ms	5.461ms -0.70%	5.405ms -1.72%
1879	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'str'>)	30.428μs	30.677μs 0.82%	29.907μs -1.71%
1880	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs([1])	3.236μs	3.448μs 6.56%	3.181μs -1.71%
1881	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 4, 'd')	2.020ms	2.014ms -0.32%	1.986ms -1.70%
1882	bench_shape_base.Block2D.time_block2d((32, 32), 'uint32', (4, 4))	136.719μs	135.501μs -0.89%	134.389μs -1.70%
1883	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 4, 'd')	109.830μs	108.692μs -1.04%	107.960μs -1.70%
1884	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 2, 'f')	46.788μs	53.773μs 14.93%	45.994μs -1.70%
1885	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 2, 'f')	472.592μs	465.088μs -1.59%	464.613μs -1.69%
1886	bench_core.Core.time_array_l_view	634.043μs	628.256μs -0.91%	623.350μs -1.69%
1887	bench_lib.Nan.time_nanmean(200000, 50.0)	2.529ms	2.499ms -1.18%	2.487ms -1.69%
1888	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int32'>)	1.707μs	1.704μs -0.20%	1.679μs -1.68%
1889	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 1000))	39.293μs	39.497μs 0.52%	38.633μs -1.68%
1890	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 2, 'f')	475.310μs	478.095μs 0.59%	467.396μs -1.67%
1891	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 1, 'd')	1.677ms	1.661ms -0.94%	1.649ms -1.66%
1892	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'longfloat')	20.904μs	21.870μs 4.62%	20.560μs -1.65%
1893	bench_linalg.Einsum.time_einsum_outer(<class 'numpy.float64'>)	16.755ms	16.724ms -0.19%	16.479ms -1.65%
1894	bench_indexing.ScalarIndexing.time_index(1)	27.091μs	27.071μs -0.07%	26.647μs -1.64%
1895	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 1, 'f')	2.169ms	2.137ms -1.48%	2.133ms -1.64%
1896	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 2, 'f')	1.732ms	1.725ms -0.40%	1.704ms -1.63%
1897	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 1, 'f')	913.268μs	913.842μs 0.06%	898.425μs -1.63%
1898	bench_ufunc.CustomScalar.time_less_than_scalar2(<class 'numpy.float64'>)	12.692μs	12.898μs 1.62%	12.487μs -1.62%
1899	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, -43)	14.445μs	18.507μs 28.12%	14.212μs -1.62%
1900	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int16'>)	20.337μs	20.629μs 1.44%	20.008μs -1.62%
1901	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 2, 'f')	369.392μs	372.090μs 0.73%	363.437μs -1.61%
1902	bench_itemselection.PutMask.time_sparse(True, 'float32')	3.569μs	3.521μs -1.35%	3.511μs -1.61%
1903	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 2, 'f')	53.598μs	56.511μs 5.43%	52.737μs -1.61%
1904	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 2, 'f')	905.559μs	892.217μs -1.47%	891.008μs -1.61%
1905	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 1, 'f')	142.183μs	142.553μs 0.26%	139.901μs -1.60%
1906	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 1, 'f')	35.324μs	35.231μs -0.26%	34.758μs -1.60%
1907	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex64')	9.775μs	9.901μs 1.29%	9.618μs -1.60%
1908	bench_function_base.Sort.time_argsort('merge', 'int64', ('uniform',))	14.961μs	14.952μs -0.06%	14.722μs -1.59%
1909	bench_linalg.Einsum.time_einsum_outer(<class 'numpy.float32'>)	8.805ms	8.679ms -1.44%	8.665ms -1.59%
1910	bench_io.Copy.time_memcpy_large_out_of_place('int16')	1.883ms	1.869ms -0.73%	1.853ms -1.59%
1911	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 95])	910.017μs	915.175μs 0.57%	895.592μs -1.59%
1912	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 4, 'f')	456.925μs	454.344μs -0.56%	449.724μs -1.58%
1913	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int8'>)	44.249μs	44.411μs 0.37%	43.552μs -1.58%
1914	bench_random.RNG.time_raw('SFC64')	740.514μs	745.436μs 0.66%	728.971μs -1.56%
1915	bench_core.CorrConv.time_convolve(50, 10, 'full')	10.016μs	10.320μs 3.04%	9.860μs -1.56%
1916	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 4, 'd')	122.941μs	124.669μs 1.41%	121.027μs -1.56%
1917	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 10))	338.448μs	339.403μs 0.28%	333.261μs -1.53%
1918	bench_ufunc.CustomScalar.time_divide_scalar2(<class 'numpy.float64'>)	20.735μs	20.524μs -1.02%	20.417μs -1.53%
1919	bench_function_base.Sort.time_sort('merge', 'int16', ('reversed',))	38.108μs	38.448μs 0.89%	37.527μs -1.52%
1920	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 2, 'd')	74.602μs	73.809μs -1.06%	73.468μs -1.52%
1921	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, -8)	9.373μs	9.271μs -1.09%	9.231μs -1.52%
1922	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 1, 'f')	21.332μs	21.168μs -0.77%	21.009μs -1.52%
1923	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 4, 'f')	59.409μs	60.010μs 1.01%	58.511μs -1.51%
1924	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float64')	13.736μs	15.578μs 13.41%	13.529μs -1.51%
1925	bench_indexing.Indexing.time_op('indexes_rand_', ':,I', '')	1.055ms	1.052ms -0.21%	1.039ms -1.51%
1926	bench_lib.Nan.time_nanprod(200, 2.0)	35.979μs	36.588μs 1.69%	35.438μs -1.50%
1927	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float32')	14.097μs	14.103μs 0.04%	13.885μs -1.50%
1928	bench_ma.Concatenate.time_it('masked', 2000)	63.107ms	64.444ms 2.12%	62.160ms -1.50%
1929	bench_reduce.AddReduceSeparate.time_reduce(0, 'float16')	11.203ms	11.159ms -0.39%	11.035ms -1.50%
1930	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 100000)	14.854ms	15.365ms 3.44%	14.634ms -1.49%
1931	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 2, 'f')	56.443μs	55.773μs -1.19%	55.605μs -1.48%
1932	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 2, 'd')	1.063ms	1.121ms 5.43%	1.048ms -1.48%
1933	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 2, 'f')	47.849μs	47.382μs -0.98%	47.140μs -1.48%
1934	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 1, 'd')	878.701μs	879.008μs 0.04%	865.854μs -1.46%
1935	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float64')	9.811μs	9.716μs -0.97%	9.668μs -1.46%
1936	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int16')	7.247μs	7.395μs 2.05%	7.141μs -1.46%
1937	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 10))	440.475μs	440.504μs 0.01%	434.150μs -1.44%
1938	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 1, 'f')	1.734ms	1.724ms -0.55%	1.709ms -1.43%
1939	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 300000)	4.425s	4.406s -0.42%	4.361s -1.43%
1940	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int8'>)	3.397μs	3.380μs -0.49%	3.348μs -1.42%
1941	bench_core.Core.time_array_l100	33.988μs	34.156μs 0.49%	33.505μs -1.42%
1942	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(5)	901.753ns	894.794ns -0.77%	888.954ns -1.42%
1943	bench_scalar.ScalarMath.time_addition_pyint('float16')	14.225μs	14.437μs 1.49%	14.023μs -1.42%
1944	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 1, 'f')	21.661μs	21.785μs 0.57%	21.354μs -1.42%
1945	bench_indexing.Indexing.time_op('indexes_', 'np.ix_(I, I)', '=1')	1.587ms	1.570ms -1.12%	1.565ms -1.41%
1946	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 2, 'f')	1.114ms	1.102ms -1.05%	1.098ms -1.41%
1947	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 4, 'f')	1.808ms	1.800ms -0.45%	1.782ms -1.40%
1948	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 2, 'f')	869.785μs	862.354μs -0.85%	857.662μs -1.39%
1949	bench_core.CorrConv.time_convolve(100000, 10000, 'same')	1.031s	1.035s 0.31%	1.017s -1.39%
1950	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 1, 'd')	1.006ms	1.005ms -0.02%	991.691μs -1.38%
1951	bench_core.Core.time_diag_l100	89.223μs	90.724μs 1.68%	87.997μs -1.37%
1952	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 1, 'f')	1.997ms	2.035ms 1.89%	1.969ms -1.37%
1953	bench_lib.Nan.time_nancumsum(200, 2.0)	30.909μs	30.615μs -0.95%	30.485μs -1.37%
1954	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 1000))	255.795μs	264.563μs 3.43%	252.286μs -1.37%
1955	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex256')	50.812μs	52.802μs 3.92%	50.117μs -1.37%
1956	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 4, 'd')	1.274ms	1.315ms 3.23%	1.256ms -1.36%
1957	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 100000)	28.210ms	28.102ms -0.38%	27.825ms -1.36%
1958	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 4, 'd')	1.141ms	1.211ms 6.17%	1.125ms -1.36%
1959	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 2, 'f')	143.112μs	141.258μs -1.30%	141.183μs -1.35%
1960	bench_function_base.Histogram1D.time_fine_binning	3.787ms	3.787ms -0.00%	3.736ms -1.34%
1961	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(1)	2.508μs	2.544μs 1.45%	2.475μs -1.32%
1962	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 1, 'f')	1.022ms	1.021ms -0.10%	1.009ms -1.32%
1963	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 4, 'd')	1.263ms	1.257ms -0.50%	1.246ms -1.32%
1964	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, -8)	34.580μs	36.054μs 4.26%	34.124μs -1.32%
1965	bench_ufunc.UFunc.time_ufunc_types('left_shift')	114.954μs	113.873μs -0.94%	113.441μs -1.32%
1966	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 2, 'd')	78.138μs	78.894μs 0.97%	77.110μs -1.32%
1967	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 1, 'f')	1.087ms	1.080ms -0.65%	1.072ms -1.31%
1968	bench_linalg.Eindot.time_einsum_ij_jk_a_b	10.001ms	9.948ms -0.53%	9.870ms -1.31%
1969	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'object'>)	3.719μs	3.733μs 0.38%	3.670μs -1.31%
1970	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'str'>)	11.331μs	11.873μs 4.78%	11.183μs -1.31%
1971	bench_lib.Nan.time_nanmean(200000, 0)	1.435ms	1.449ms 0.99%	1.417ms -1.30%
1972	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 2, 'd')	1.208ms	1.212ms 0.35%	1.192ms -1.30%
1973	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 1000))	728.161μs	730.774μs 0.36%	718.757μs -1.29%
1974	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'longfloat')	21.376μs	22.737μs 6.37%	21.100μs -1.29%
1975	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 4, 'D')	43.218μs	44.178μs 2.22%	42.660μs -1.29%
1976	bench_shape_base.Block2D.time_block2d((128, 128), 'uint64', (4, 4))	283.839μs	289.895μs 2.13%	280.178μs -1.29%
1977	bench_function_base.Median.time_even_inplace	89.787μs	90.688μs 1.00%	88.631μs -1.29%
1978	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(550)	198.811μs	200.153μs 0.67%	196.252μs -1.29%
1979	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 2, 'd')	780.045μs	774.757μs -0.68%	770.041μs -1.28%
1980	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 2, 'd')	2.355ms	2.345ms -0.42%	2.325ms -1.27%
1981	bench_itemselection.PutMask.time_dense(False, 'float16')	4.009μs	4.157μs 3.70%	3.958μs -1.27%
1982	bench_shape_base.Block2D.time_block2d((64, 64), 'uint8', (4, 4))	135.819μs	135.201μs -0.45%	134.099μs -1.27%
1983	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 4, 'f')	59.125μs	59.636μs 0.87%	58.378μs -1.26%
1984	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 1, 'f')	1.766ms	1.755ms -0.64%	1.744ms -1.26%
1985	bench_scalar.ScalarMath.time_multiplication('complex128')	924.439ns	916.620ns -0.85%	912.962ns -1.24%
1986	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 1, 'd')	1.073ms	1.134ms 5.69%	1.060ms -1.24%
1987	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 1, 'd')	778.458μs	769.686μs -1.13%	768.829μs -1.24%
1988	bench_function_base.Median.time_even	114.008μs	113.520μs -0.43%	112.600μs -1.24%
1989	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 1, 'f')	46.932μs	47.350μs 0.89%	46.352μs -1.24%
1990	bench_core.PackBits.time_packbits_axis0(<class 'numpy.uint64'>)	1.344ms	1.332ms -0.91%	1.327ms -1.23%
1991	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint16', (4, 4))	1.231ms	1.226ms -0.44%	1.216ms -1.23%
1992	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 1, 'd')	52.353μs	51.998μs -0.68%	51.710μs -1.23%
1993	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 2, 'f')	92.322μs	95.975μs 3.96%	91.191μs -1.22%
1994	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 1, 'd')	57.160μs	56.856μs -0.53%	56.461μs -1.22%
1995	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 4, 'd')	1.140ms	1.218ms 6.82%	1.126ms -1.22%
1996	bench_core.VarComplex.time_var(10000)	188.540μs	190.183μs 0.87%	186.238μs -1.22%
1997	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 2, 'd')	152.881μs	164.182μs 7.39%	151.014μs -1.22%
1998	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(1)	2.253μs	2.243μs -0.45%	2.226μs -1.22%
1999	bench_core.UnpackBits.time_unpackbits_axis1	115.780μs	115.150μs -0.54%	114.372μs -1.22%
2000	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 2, 'f')	2.286ms	2.410ms 5.43%	2.258ms -1.21%
2001	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 1, 'd')	468.831μs	468.330μs -0.11%	463.150μs -1.21%
2002	bench_function_base.Sort.time_argsort('heap', 'int64', ('uniform',))	34.956μs	34.892μs -0.18%	34.534μs -1.21%
2003	bench_io.LoadtxtReadUint64Integers.time_read_uint64(10000)	3.264ms	3.245ms -0.60%	3.225ms -1.21%
2004	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 2, 'f')	142.540μs	143.748μs 0.85%	140.821μs -1.21%
2005	bench_core.Core.time_hstack_l	23.364μs	23.599μs 1.01%	23.083μs -1.20%
2006	bench_linalg.Einsum.time_einsum_multiply(<class 'numpy.float64'>)	156.400μs	165.600μs 5.88%	154.518μs -1.20%
2007	bench_function_base.Sort.time_sort('quick', 'int16', ('uniform',))	61.581μs	65.710μs 6.71%	60.842μs -1.20%
2008	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 2, 'f')	1.223ms	1.217ms -0.49%	1.208ms -1.20%
2009	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 4, 'd')	983.852μs	985.884μs 0.21%	972.217μs -1.18%
2010	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 1, 'd')	142.603μs	142.790μs 0.13%	140.917μs -1.18%
2011	bench_ma.UFunc.time_2d(False, True, 1000)	610.335μs	607.770μs -0.42%	603.131μs -1.18%
2012	bench_function_base.Sort.time_sort('heap', 'float64', ('ordered',))	458.617μs	473.831μs 3.32%	453.213μs -1.18%
2013	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 2, 'd')	917.843μs	930.925μs 1.43%	907.050μs -1.18%
2014	bench_function_base.Sort.time_argsort('merge', 'int64', ('reversed',))	17.939μs	17.829μs -0.61%	17.729μs -1.17%
2015	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'object'>)	613.343μs	607.329μs -0.98%	606.153μs -1.17%
2016	bench_shape_base.Block2D.time_block2d((128, 128), 'uint8', (2, 2))	81.938μs	81.891μs -0.06%	80.982μs -1.17%
2017	bench_linalg.Linalg.time_op('pinv', 'complex128')	9.226ms	13.339ms 44.58%	9.118ms -1.17%
2018	bench_ufunc.UFunc.time_ufunc_types('absolute')	1.042ms	1.043ms 0.04%	1.030ms -1.16%
2019	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex64')	9.600μs	9.711μs 1.16%	9.489μs -1.16%
2020	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int32'>)	20.389μs	20.646μs 1.26%	20.154μs -1.15%
2021	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int16'>)	1.669μs	1.691μs 1.27%	1.650μs -1.15%
2022	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 1, 'd')	1.856ms	1.860ms 0.20%	1.835ms -1.15%
2023	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int8'>)	18.327μs	18.526μs 1.09%	18.116μs -1.15%
2024	bench_scalar.ScalarMath.time_addition('longfloat')	1.016μs	1.013μs -0.29%	1.005μs -1.14%
2025	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 4, 'd')	1.528ms	1.520ms -0.52%	1.511ms -1.14%
2026	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 1, 'd')	1.044ms	1.090ms 4.42%	1.032ms -1.14%
2027	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype([1])	4.373μs	4.376μs 0.06%	4.323μs -1.14%
2028	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 2, 'd')	2.344ms	2.324ms -0.86%	2.318ms -1.13%
2029	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 2, 'f')	2.280ms	2.274ms -0.27%	2.254ms -1.13%
2030	bench_scalar.ScalarMath.time_multiplication('complex256')	1.028μs	1.018μs -0.98%	1.017μs -1.12%
2031	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 1, 'd')	1.046ms	1.097ms 4.87%	1.034ms -1.12%
2032	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 2, 'd')	63.363μs	65.259μs 2.99%	62.654μs -1.12%
2033	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 4, 'd')	2.158ms	2.158ms 0.00%	2.134ms -1.11%
2034	bench_itemselection.PutMask.time_dense(True, 'complex256')	5.597μs	5.645μs 0.86%	5.535μs -1.11%
2035	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 1, 'd')	166.219μs	172.332μs 3.68%	164.405μs -1.09%
2036	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint32'>, 8)	14.800μs	14.688μs -0.76%	14.639μs -1.09%
2037	bench_lib.Nan.time_nancumsum(200000, 50.0)	2.682ms	2.682ms -0.01%	2.653ms -1.09%
2038	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int64'>)	72.947μs	73.299μs 0.48%	72.156μs -1.09%
2039	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 2, 'd')	66.649μs	67.620μs 1.46%	65.926μs -1.08%
2040	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'object'>)	3.881ms	3.943ms 1.60%	3.839ms -1.08%
2041	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(0)	105.136ms	104.704ms -0.41%	104.001ms -1.08%
2042	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 2, 'f')	38.759μs	38.488μs -0.70%	38.341μs -1.08%
2043	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int64'>)	19.842μs	19.669μs -0.87%	19.628μs -1.08%
2044	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 4, 'f')	65.484μs	65.159μs -0.50%	64.780μs -1.08%
2045	bench_io.Copy.time_strided_copy('complex64')	18.189μs	18.071μs -0.65%	17.994μs -1.07%
2046	bench_function_base.Sort.time_argsort('quick', 'int64', ('ordered',))	67.461μs	66.841μs -0.92%	66.737μs -1.07%
2047	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int8'>)	73.210μs	80.348μs 9.75%	72.432μs -1.06%
2048	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'bool'>)	15.040μs	15.179μs 0.93%	14.881μs -1.06%
2049	bench_scalar.ScalarMath.time_abs('complex256')	1.080μs	1.096μs 1.46%	1.069μs -1.05%
2050	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 1, 'd')	85.318μs	85.416μs 0.11%	84.420μs -1.05%
2051	bench_function_base.Sort.time_sort('quick', 'int64', ('uniform',))	65.189μs	65.352μs 0.25%	64.504μs -1.05%
2052	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 2, 'f')	41.835μs	42.180μs 0.82%	41.395μs -1.05%
2053	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, 43)	14.530μs	18.217μs 25.37%	14.378μs -1.04%
2054	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 4, 'f')	507.259μs	514.323μs 1.39%	501.982μs -1.04%
2055	bench_io.Copy.time_cont_assign('float32')	3.777μs	3.766μs -0.28%	3.738μs -1.03%
2056	bench_ma.UFunc.time_2d(True, False, 10)	62.380μs	62.269μs -0.18%	61.743μs -1.02%
2057	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 2, 'd')	2.454ms	3.429ms 39.74%	2.429ms -1.02%
2058	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 2, 'f')	52.115μs	52.328μs 0.41%	51.585μs -1.02%
2059	bench_core.VarComplex.time_var(100)	77.506μs	76.968μs -0.69%	76.718μs -1.02%
2060	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 4, 'F')	15.556μs	25.167μs 61.78%	15.399μs -1.01%
2061	bench_lib.Nan.time_nanvar(200, 2.0)	159.821μs	163.352μs 2.21%	158.209μs -1.01%
2062	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 1, 'd')	1.456ms	1.458ms 0.08%	1.442ms -1.00%
2063	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 4, 'f')	65.885μs	65.833μs -0.08%	65.225μs -1.00%
2064	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int32')	10.283μs	10.396μs 1.10%	10.181μs -0.99%
2065	bench_lib.Unique.time_unique(200000, 0)	14.351ms	14.247ms -0.73%	14.208ms -0.99%
2066	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 100))	340.486μs	339.664μs -0.24%	337.103μs -0.99%
2067	bench_core.CorrConv.time_convolve(1000, 10, 'valid')	12.556μs	12.663μs 0.85%	12.431μs -0.99%
2068	bench_core.Core.time_zeros_100	1.145μs	1.192μs 4.05%	1.134μs -0.99%
2069	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 1, 'd')	898.469μs	926.050μs 3.07%	889.633μs -0.98%
2070	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, 8)	34.311μs	44.348μs 29.25%	33.974μs -0.98%
2071	bench_shape_base.Block2D.time_block2d((64, 64), 'uint32', (2, 2))	81.121μs	80.671μs -0.55%	80.328μs -0.98%
2072	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray([1])	2.753μs	2.763μs 0.36%	2.727μs -0.98%
2073	bench_core.CorrConv.time_correlate(50, 1000, 'valid')	45.738μs	45.296μs -0.97%	45.292μs -0.97%
2074	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 4, 'f')	2.081ms	2.064ms -0.79%	2.061ms -0.97%
2075	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex256')	51.059μs	50.866μs -0.38%	50.566μs -0.97%
2076	bench_lib.Nan.time_nanargmax(200000, 0.1)	1.156ms	1.146ms -0.94%	1.145ms -0.96%
2077	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 4, 'd')	937.555μs	931.086μs -0.69%	928.547μs -0.96%
2078	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int64'>)	18.379μs	18.742μs 1.98%	18.206μs -0.94%
2079	bench_lib.Nan.time_nansum(200000, 2.0)	1.165ms	1.194ms 2.47%	1.154ms -0.94%
2080	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 2, 'f')	51.719μs	51.531μs -0.36%	51.235μs -0.94%
2081	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 1, 'D')	48.273μs	47.965μs -0.64%	47.822μs -0.93%
2082	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 2, 'd')	1.076ms	1.129ms 4.89%	1.066ms -0.92%
2083	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int64'>)	1.793μs	1.811μs 1.02%	1.776μs -0.92%
2084	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int8'>)	49.053μs	49.607μs 1.13%	48.605μs -0.91%
2085	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 100))	65.146μs	65.383μs 0.36%	64.552μs -0.91%
2086	bench_function_base.Sort.time_argsort('quick', 'int64', ('random',))	522.604μs	521.355μs -0.24%	517.855μs -0.91%
2087	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'object'>)	126.590ms	129.042ms 1.94%	125.440ms -0.91%
2088	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(array([5]))	2.257μs	2.255μs -0.07%	2.236μs -0.91%
2089	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'object'>)	32.272μs	32.806μs 1.66%	31.979μs -0.91%
2090	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 4, 'F')	12.771μs	13.523μs 5.89%	12.657μs -0.90%
2091	bench_itemselection.PutMask.time_sparse(True, 'int32')	3.597μs	3.711μs 3.17%	3.565μs -0.89%
2092	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 1, 'd')	1.147ms	1.175ms 2.46%	1.137ms -0.88%
2093	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 100000)	28.269ms	28.586ms 1.12%	28.021ms -0.88%
2094	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 4, 'D')	19.030μs	18.951μs -0.42%	18.864μs -0.87%
2095	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 4, 'd')	107.287μs	106.389μs -0.84%	106.356μs -0.87%
2096	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 4, 'D')	28.669μs	29.027μs 1.25%	28.421μs -0.86%
2097	bench_core.CorrConv.time_correlate(1000, 10, 'valid')	6.864μs	6.830μs -0.50%	6.805μs -0.86%
2098	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'object'>)	3.850ms	3.915ms 1.69%	3.817ms -0.86%
2099	bench_core.VarComplex.time_var(10)	71.316μs	72.029μs 1.00%	70.706μs -0.86%
2100	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 1, 'f')	21.631μs	22.517μs 4.10%	21.446μs -0.85%
2101	bench_function_base.Select.time_select	119.778μs	119.782μs 0.00%	118.763μs -0.85%
2102	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 1, 'd')	39.416μs	39.638μs 0.56%	39.083μs -0.85%
2103	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 2, 'f')	2.199ms	2.196ms -0.14%	2.180ms -0.85%
2104	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 1, 'f')	45.659μs	45.760μs 0.22%	45.273μs -0.84%
2105	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 100000)	53.924ms	53.779ms -0.27%	53.471ms -0.84%
2106	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int8'>)	1.683μs	1.703μs 1.18%	1.669μs -0.84%
2107	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint16', (2, 2))	1.053ms	1.070ms 1.66%	1.044ms -0.84%
2108	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 4, 'd')	109.212μs	109.366μs 0.14%	108.302μs -0.83%
2109	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 1, 'f')	888.308μs	890.717μs 0.27%	880.925μs -0.83%
2110	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 4, 'F')	35.101μs	36.565μs 4.17%	34.810μs -0.83%
2111	bench_ma.UFunc.time_scalar_1d(True, False, 1000)	92.425μs	93.046μs 0.67%	91.661μs -0.83%
2112	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 4, 'f')	1.111ms	1.126ms 1.33%	1.102ms -0.83%
2113	bench_itemselection.PutMask.time_sparse(False, 'complex64')	3.993μs	4.112μs 2.98%	3.960μs -0.82%
2114	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 4, 'd')	2.425ms	2.453ms 1.15%	2.406ms -0.82%
2115	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 4, 'd')	124.887μs	125.643μs 0.60%	123.868μs -0.82%
2116	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 2, 'd')	49.286μs	49.496μs 0.43%	48.884μs -0.81%
2117	bench_shape_base.Block2D.time_block2d((32, 32), 'uint64', (2, 2))	69.644μs	71.084μs 2.07%	69.089μs -0.80%
2118	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex64')	13.301μs	13.344μs 0.32%	13.195μs -0.79%
2119	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 4, 'd')	2.081ms	2.069ms -0.57%	2.064ms -0.79%
2120	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 2, 'f')	447.663μs	445.046μs -0.58%	444.129μs -0.79%
2121	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'object'>)	1.317ms	1.405ms 6.67%	1.307ms -0.79%
2122	bench_scalar.ScalarMath.time_abs('complex64')	1.061μs	1.063μs 0.20%	1.053μs -0.78%
2123	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 4, 'd')	1.339ms	1.346ms 0.52%	1.329ms -0.77%
2124	bench_shape_base.Block2D.time_block2d((16, 16), 'uint8', (4, 4))	120.024μs	120.573μs 0.46%	119.104μs -0.77%
2125	bench_indexing.Indexing.time_op('indexes_', 'np.ix_(I, I)', '')	1.631ms	1.629ms -0.10%	1.619ms -0.76%
2126	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'longfloat')	29.229μs	29.384μs 0.53%	29.006μs -0.76%
2127	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 1000))	89.653μs	89.216μs -0.49%	88.976μs -0.75%
2128	bench_function_base.Sort.time_argsort('merge', 'int16', ('random',))	98.182μs	102.440μs 4.34%	97.442μs -0.75%
2129	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 1, 'f')	94.067μs	95.323μs 1.34%	93.366μs -0.75%
2130	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 4, 'f')	935.601μs	946.842μs 1.20%	928.634μs -0.74%
2131	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 2, 'f')	59.571μs	59.612μs 0.07%	59.130μs -0.74%
2132	bench_ufunc.UFunc.time_ufunc_types('isfinite')	189.056μs	188.058μs -0.53%	187.666μs -0.74%
2133	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int64'>)	71.315μs	71.742μs 0.60%	70.792μs -0.73%
2134	bench_core.CorrConv.time_correlate(100000, 10000, 'valid')	949.606ms	953.428ms 0.40%	942.688ms -0.73%
2135	bench_random.Random.time_rng('poisson 10')	925.976μs	923.217μs -0.30%	919.259μs -0.73%
2136	bench_lib.Nan.time_nanmedian(200, 0.1)	85.338μs	84.759μs -0.68%	84.720μs -0.72%
2137	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 2, 'd')	960.620μs	953.717μs -0.72%	953.676μs -0.72%
2138	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int16'>)	19.957μs	20.885μs 4.65%	19.815μs -0.71%
2139	bench_linalg.Eindot.time_tensordot_a_b_axes_1_0_0_1	35.661ms	36.121ms 1.29%	35.406ms -0.71%
2140	bench_core.CorrConv.time_convolve(100000, 10000, 'valid')	945.565ms	962.550ms 1.80%	938.843ms -0.71%
2141	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'object'>)	2.579ms	2.642ms 2.43%	2.561ms -0.71%
2142	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'bool'>)	1.674μs	1.705μs 1.84%	1.662μs -0.71%
2143	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 1, 'f')	139.839μs	140.928μs 0.78%	138.858μs -0.70%
2144	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 1000))	315.409μs	314.548μs -0.27%	313.245μs -0.69%
2145	bench_ma.UFunc.time_1d(True, False, 1000)	81.854μs	81.887μs 0.04%	81.296μs -0.68%
2146	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex128')	13.276μs	13.655μs 2.85%	13.186μs -0.68%
2147	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 1, 'f')	337.539μs	340.321μs 0.82%	335.261μs -0.67%
2148	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 1, 'd')	1.401ms	1.414ms 0.91%	1.391ms -0.67%
2149	bench_core.CorrConv.time_convolve(1000, 100, 'valid')	91.609μs	92.488μs 0.96%	90.992μs -0.67%
2150	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 1, 'f')	45.351μs	45.451μs 0.22%	45.046μs -0.67%
2151	bench_shape_base.Block.time_nested(100)	1.005ms	1.006ms 0.09%	998.109μs -0.67%
2152	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 100000)	350.308ms	348.610ms -0.48%	347.971ms -0.67%
2153	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 1, 'f')	46.502μs	50.603μs 8.82%	46.203μs -0.64%
2154	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int32'>)	6.637μs	6.601μs -0.54%	6.594μs -0.64%
2155	bench_app.LaplaceInplace.time_it('normal')	610.528ms	638.197ms 4.53%	606.625ms -0.64%
2156	bench_itemselection.PutMask.time_sparse(True, 'int16')	3.732μs	3.736μs 0.11%	3.708μs -0.63%
2157	bench_core.Core.time_eye_3000	5.671ms	5.650ms -0.36%	5.635ms -0.63%
2158	bench_scalar.ScalarMath.time_abs('float16')	1.079μs	1.096μs 1.60%	1.072μs -0.63%
2159	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'object'>)	377.973ms	385.481ms 1.99%	375.601ms -0.63%
2160	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 4, 'f')	1.433ms	2.546ms 77.61%	1.424ms -0.62%
2161	bench_shape_base.Block.time_nested(1)	105.822μs	105.367μs -0.43%	105.168μs -0.62%
2162	bench_function_base.Sort.time_sort('heap', 'int16', ('ordered',))	378.607μs	382.874μs 1.13%	376.271μs -0.62%
2163	bench_ufunc.UFunc.time_ufunc_types('less')	576.733μs	578.474μs 0.30%	573.190μs -0.61%
2164	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int16')	7.425μs	7.445μs 0.27%	7.379μs -0.61%
2165	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int32'>)	19.394μs	19.323μs -0.37%	19.276μs -0.61%
2166	bench_random.Random.time_rng('normal')	40.228μs	40.802μs 1.43%	39.984μs -0.61%
2167	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'object'>)	2.615ms	2.660ms 1.72%	2.599ms -0.61%
2168	bench_shape_base.Block.time_block_simple_row_wise(1)	20.066μs	20.063μs -0.02%	19.946μs -0.60%
2169	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int8'>)	19.297μs	19.670μs 1.94%	19.182μs -0.60%
2170	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 2, 'f')	1.038ms	1.035ms -0.32%	1.032ms -0.59%
2171	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 2, 'f')	42.196μs	42.212μs 0.04%	41.950μs -0.58%
2172	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 10)	17.993μs	17.924μs -0.38%	17.888μs -0.58%
2173	bench_core.CorrConv.time_correlate(100000, 10000, 'full')	1.057s	1.054s -0.22%	1.051s -0.58%
2174	bench_ufunc.UFunc.time_ufunc_types('invert')	27.406μs	27.637μs 0.84%	27.248μs -0.58%
2175	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 10000)	1.496ms	1.509ms 0.90%	1.487ms -0.57%
2176	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 2, 'f')	144.156μs	143.852μs -0.21%	143.330μs -0.57%
2177	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 2, 'f')	51.232μs	51.842μs 1.19%	50.940μs -0.57%
2178	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'object'>)	59.055μs	58.737μs -0.54%	58.718μs -0.57%
2179	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 4, 'D')	48.680μs	56.446μs 15.95%	48.404μs -0.57%
2180	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 1, 'd')	38.711μs	38.658μs -0.14%	38.497μs -0.55%
2181	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 2, 'd')	1.231ms	1.237ms 0.45%	1.225ms -0.55%
2182	bench_io.Copy.time_strided_copy('int8')	10.906μs	11.120μs 1.97%	10.847μs -0.54%
2183	bench_core.CorrConv.time_convolve(100000, 100, 'full')	9.018ms	9.036ms 0.20%	8.969ms -0.54%
2184	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 4, 'f')	981.394μs	998.055μs 1.70%	976.176μs -0.53%
2185	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'longfloat')	21.419μs	22.050μs 2.95%	21.305μs -0.53%
2186	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 1, 'f')	1.984ms	2.052ms 3.39%	1.974ms -0.53%
2187	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 1, 'd')	79.877μs	81.083μs 1.51%	79.461μs -0.52%
2188	bench_itemselection.PutMask.time_dense(True, 'complex128')	4.043μs	4.133μs 2.22%	4.022μs -0.52%
2189	bench_core.CorrConv.time_convolve(100000, 1000, 'full')	103.248ms	104.018ms 0.75%	102.722ms -0.51%
2190	bench_function_base.Sort.time_sort('quick', 'int16', ('random',))	392.189μs	407.575μs 3.92%	390.207μs -0.51%
2191	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 2, 'd')	126.854μs	129.227μs 1.87%	126.214μs -0.50%
2192	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'object'>)	379.700ms	390.514ms 2.85%	377.787ms -0.50%
2193	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'bool'>)	785.519μs	839.686μs 6.90%	781.579μs -0.50%
2194	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 1, 'd')	2.231ms	2.232ms 0.08%	2.220ms -0.50%
2195	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, -43)	34.553μs	45.986μs 33.09%	34.382μs -0.49%
2196	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 64])	647.825μs	645.756μs -0.32%	644.631μs -0.49%
2197	bench_lib.Nan.time_nanmax(200000, 90.0)	102.205μs	199.682μs 95.37%	101.703μs -0.49%
2198	bench_lib.Nan.time_nanargmin(200, 50.0)	54.388μs	55.222μs 1.53%	54.122μs -0.49%
2199	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 2, 'f')	938.351μs	944.592μs 0.67%	933.759μs -0.49%
2200	bench_core.CorrConv.time_convolve(100000, 100, 'valid')	8.949ms	8.970ms 0.24%	8.905ms -0.49%
2201	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 4, 'f')	373.031μs	372.331μs -0.19%	371.228μs -0.48%
2202	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(array([5]))	2.657μs	2.693μs 1.35%	2.644μs -0.48%
2203	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 2, 'f')	59.800μs	60.096μs 0.50%	59.517μs -0.47%
2204	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 4, 'f')	74.266μs	75.372μs 1.49%	73.919μs -0.47%
2205	bench_core.CorrConv.time_correlate(100000, 1000, 'full')	103.582ms	103.709ms 0.12%	103.106ms -0.46%
2206	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 1, 'd')	86.575μs	127.912μs 47.75%	86.178μs -0.46%
2207	bench_ufunc.UFunc.time_ufunc_types('log1p')	3.514ms	3.541ms 0.76%	3.498ms -0.46%
2208	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv([1, 3, 5, 7])	2.167ms	2.196ms 1.34%	2.157ms -0.45%
2209	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 2, 'f')	344.785μs	343.291μs -0.43%	343.224μs -0.45%
2210	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int8'>)	20.539μs	20.595μs 0.27%	20.447μs -0.45%
2211	bench_ufunc.UFunc.time_ufunc_types('logical_not')	217.612μs	218.176μs 0.26%	216.640μs -0.45%
2212	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 2, 'd')	684.308μs	684.381μs 0.01%	681.288μs -0.44%
2213	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'bool'>)	1.663μs	1.676μs 0.80%	1.656μs -0.44%
2214	bench_linalg.Eindot.time_dot_trans_atc_a	25.243ms	25.193ms -0.20%	25.132ms -0.44%
2215	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 2, 'f')	898.351μs	900.800μs 0.27%	894.425μs -0.44%
2216	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int8'>)	71.298μs	71.054μs -0.34%	70.988μs -0.44%
2217	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 2, 'd')	77.974μs	77.901μs -0.09%	77.640μs -0.43%
2218	bench_function_base.Percentile.time_quartile	306.337μs	307.836μs 0.49%	305.032μs -0.43%
2219	bench_random.RNG.time_raw('PCG64')	834.631μs	856.591μs 2.63%	831.123μs -0.42%
2220	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 1000))	299.483μs	298.473μs -0.34%	298.225μs -0.42%
2221	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 2, 'f')	141.755μs	142.610μs 0.60%	141.160μs -0.42%
2222	bench_lib.Nan.time_nanmedian(200, 90.0)	100.846μs	102.769μs 1.91%	100.423μs -0.42%
2223	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 4, 'd')	845.802μs	848.222μs 0.29%	842.294μs -0.41%
2224	bench_linalg.Linalg.time_op('svd', 'int64')	3.553ms	5.943ms 67.25%	3.538ms -0.41%
2225	bench_core.UnpackBits.time_unpackbits	8.590μs	8.566μs -0.28%	8.554μs -0.41%
2226	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 2, 'f')	136.089μs	135.656μs -0.32%	135.538μs -0.40%
2227	bench_io.Copy.time_cont_assign('complex128')	15.970μs	15.985μs 0.09%	15.906μs -0.40%
2228	bench_ufunc.UFunc.time_ufunc_types('cos')	7.389ms	7.407ms 0.24%	7.359ms -0.40%
2229	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int64')	13.267μs	14.262μs 7.50%	13.214μs -0.40%
2230	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 2, 'D')	19.801μs	20.057μs 1.30%	19.723μs -0.39%
2231	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 4, 'd')	107.761μs	109.100μs 1.24%	107.346μs -0.39%
2232	bench_function_base.Sort.time_argsort('merge', 'int16', ('uniform',))	14.603μs	15.163μs 3.83%	14.547μs -0.38%
2233	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float32')	9.605μs	9.717μs 1.16%	9.569μs -0.38%
2234	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int8'>)	4.098μs	4.104μs 0.14%	4.083μs -0.37%
2235	bench_shape_base.Block2D.time_block2d((32, 32), 'uint16', (4, 4))	127.310μs	133.439μs 4.81%	126.837μs -0.37%
2236	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 1, 'f')	1.066ms	1.067ms 0.07%	1.062ms -0.36%
2237	bench_core.CorrConv.time_convolve(100000, 100, 'same')	8.919ms	9.001ms 0.93%	8.887ms -0.36%
2238	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 100)	390.257μs	391.379μs 0.29%	388.874μs -0.35%
2239	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'str'>)	1.906ms	1.911ms 0.26%	1.900ms -0.35%
2240	bench_ma.UFunc.time_scalar(True, True, 10)	21.792μs	21.839μs 0.22%	21.715μs -0.35%
2241	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int8'>)	1.679μs	1.698μs 1.14%	1.673μs -0.35%
2242	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 1, 'f')	1.202ms	1.208ms 0.42%	1.198ms -0.34%
2243	bench_scalar.ScalarMath.time_abs('complex128')	1.045μs	1.057μs 1.13%	1.042μs -0.34%
2244	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 4, 'f')	58.575μs	59.923μs 2.30%	58.377μs -0.34%
2245	bench_io.CopyTo.time_copyto_8_sparse	79.150μs	79.195μs 0.06%	78.884μs -0.34%
2246	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 1, 'f')	2.143ms	2.332ms 8.83%	2.136ms -0.33%
2247	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'object'>)	126.506ms	128.745ms 1.77%	126.087ms -0.33%
2248	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint64'>, 43)	23.216μs	23.148μs -0.29%	23.140μs -0.33%
2249	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 1, 'd')	142.334μs	142.687μs 0.25%	141.870μs -0.33%
2250	bench_core.CorrConv.time_correlate(100000, 100, 'full')	8.951ms	9.173ms 2.48%	8.922ms -0.32%
2251	bench_lib.Nan.time_nanmean(200000, 0.1)	1.407ms	1.435ms 1.97%	1.403ms -0.32%
2252	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 1, 'f')	1.979ms	2.040ms 3.08%	1.972ms -0.32%
2253	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=array(3.), subok=True, where=True))	2.553μs	2.785μs 9.08%	2.545μs -0.32%
2254	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex256')	5.327ms	5.394ms 1.24%	5.311ms -0.32%
2255	bench_scalar.ScalarMath.time_addition('complex128')	907.314ns	912.341ns 0.55%	904.556ns -0.30%
2256	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 4, 'f')	77.405μs	77.803μs 0.51%	77.172μs -0.30%
2257	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 2, 'd')	850.533μs	861.085μs 1.24%	848.079μs -0.29%
2258	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 1, 'f')	939.973μs	938.925μs -0.11%	937.342μs -0.28%
2259	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, 8)	14.191μs	14.558μs 2.59%	14.152μs -0.28%
2260	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 2, 'f')	583.613μs	585.811μs 0.38%	582.033μs -0.27%
2261	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 2, 'd')	1.111ms	1.793ms 61.48%	1.108ms -0.27%
2262	bench_core.CorrConv.time_correlate(100000, 10000, 'same')	1.027s	1.030s 0.27%	1.024s -0.27%
2263	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 2, 'f')	867.242μs	897.550μs 3.49%	864.970μs -0.26%
2264	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 4, 'f')	890.786μs	894.050μs 0.37%	888.470μs -0.26%
2265	bench_ma.Concatenate.time_it('masked', 2)	78.223μs	78.102μs -0.15%	78.023μs -0.26%
2266	bench_random.Randint_dtype.time_randint_fast('uint8')	165.027μs	165.923μs 0.54%	164.612μs -0.25%
2267	bench_indexing.Indexing.time_op('indexes_rand_', 'np.ix_(I, I)', '=1')	1.607ms	1.721ms 7.13%	1.603ms -0.25%
2268	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int32'>)	18.427μs	18.763μs 1.82%	18.381μs -0.25%
2269	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 4, 'f')	64.351μs	65.464μs 1.73%	64.192μs -0.25%
2270	bench_records.Records.time_fromarrays_w_dtype	89.633ms	90.054ms 0.47%	89.411ms -0.25%
2271	bench_core.CorrConv.time_convolve(1000, 10000, 'same')	10.052ms	10.063ms 0.11%	10.028ms -0.24%
2272	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 1, 'd')	147.002μs	148.717μs 1.17%	146.657μs -0.24%
2273	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'object'>)	40.811ms	40.941ms 0.32%	40.715ms -0.23%
2274	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 4, 'd')	123.904μs	124.031μs 0.10%	123.616μs -0.23%
2275	bench_core.CorrConv.time_correlate(100000, 1000, 'valid')	101.880ms	102.826ms 0.93%	101.661ms -0.21%
2276	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 1, 'd')	48.869μs	48.823μs -0.09%	48.765μs -0.21%
2277	bench_lib.Nan.time_nanmedian(200000, 90.0)	3.339ms	3.471ms 3.96%	3.332ms -0.21%
2278	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 4, 'f')	58.258μs	58.240μs -0.03%	58.141μs -0.20%
2279	bench_linalg.Eindot.time_dot_a_b	38.287ms	43.386ms 13.32%	38.211ms -0.20%
2280	bench_io.LoadtxtCSVStructured.time_loadtxt_csv_struct_dtype	15.029ms	15.161ms 0.88%	15.000ms -0.19%
2281	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int16')	5.009μs	5.025μs 0.33%	5.000μs -0.19%
2282	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 1000))	691.239μs	700.707μs 1.37%	689.973μs -0.18%
2283	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex64')	9.555μs	9.657μs 1.08%	9.539μs -0.17%
2284	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, 43)	34.350μs	45.584μs 32.70%	34.298μs -0.15%
2285	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int16'>)	44.514μs	45.358μs 1.90%	44.449μs -0.15%
2286	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 2, 'f')	2.000ms	2.005ms 0.28%	1.997ms -0.14%
2287	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 1, 'f')	20.534μs	20.524μs -0.05%	20.505μs -0.14%
2288	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 2, 'f')	143.328μs	143.803μs 0.33%	143.134μs -0.14%
2289	bench_lib.Nan.time_nancumsum(200, 90.0)	30.885μs	31.431μs 1.77%	30.844μs -0.13%
2290	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 1, 'F')	27.704μs	70.567μs 154.72%	27.667μs -0.13%
2291	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'object'>)	61.140ms	61.168ms 0.05%	61.060ms -0.13%
2292	bench_lib.Nan.time_nanmax(200, 2.0)	23.156μs	23.342μs 0.81%	23.127μs -0.13%
2293	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'bool'>)	1.623ms	1.640ms 1.05%	1.621ms -0.12%
2294	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 1, 'f')	1.093ms	1.112ms 1.65%	1.092ms -0.12%
2295	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 2, 'D')	15.979μs	24.881μs 55.71%	15.960μs -0.12%
2296	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'object'>)	58.224μs	59.444μs 2.10%	58.157μs -0.12%
2297	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int32'>)	1.678μs	1.691μs 0.80%	1.676μs -0.11%
2298	bench_ufunc.CustomScalar.time_divide_scalar2_inplace(<class 'numpy.float64'>)	21.615μs	35.770μs 65.49%	21.591μs -0.11%
2299	bench_ufunc.UFunc.time_ufunc_types('arcsin')	6.364ms	6.475ms 1.74%	6.357ms -0.11%
2300	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 10000)	34.748ms	34.766ms 0.05%	34.712ms -0.10%
2301	bench_reduce.AddReduceSeparate.time_reduce(1, 'float64')	335.918μs	337.230μs 0.39%	335.577μs -0.10%
2302	bench_function_base.Sort.time_sort('heap', 'int16', ('random',))	589.217μs	596.089μs 1.17%	588.644μs -0.10%
2303	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int8'>)	1.296ms	1.307ms 0.85%	1.295ms -0.10%
2304	bench_shape_base.Block2D.time_block2d((64, 64), 'uint64', (2, 2))	96.057μs	95.992μs -0.07%	95.974μs -0.09%
2305	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'object'>)	252.893ms	259.428ms 2.58%	252.684ms -0.08%
2306	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 4, 'd')	1.650ms	1.662ms 0.70%	1.649ms -0.08%
2307	bench_core.CorrConv.time_convolve(100000, 10000, 'full')	1.042s	1.067s 2.39%	1.041s -0.08%
2308	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 2, 'D')	48.613μs	49.148μs 1.10%	48.577μs -0.07%
2309	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 1, 'f')	140.874μs	141.271μs 0.28%	140.771μs -0.07%
2310	bench_io.Savez.time_vb_savez_squares	333.178ms	367.779ms 10.39%	332.937ms -0.07%
2311	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 2, 'd')	1.498ms	1.505ms 0.47%	1.497ms -0.06%
2312	bench_ufunc.UFunc.time_ufunc_types('arcsinh')	5.639ms	5.753ms 2.03%	5.636ms -0.05%
2313	bench_ufunc_strides.AVX_UFunc_log.time_log(1, 'f')	48.706μs	48.779μs 0.15%	48.681μs -0.05%
2314	bench_core.VarComplex.time_var(10000000)	79.661ms	85.423ms 7.23%	79.625ms -0.05%
2315	bench_core.CorrConv.time_convolve(1000, 1000, 'same')	782.815μs	795.315μs 1.60%	782.472μs -0.04%
2316	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int16'>)	1.662μs	1.713μs 3.10%	1.661μs -0.04%
2317	bench_lib.Nan.time_nanargmax(200, 0)	53.333μs	53.503μs 0.32%	53.312μs -0.04%
2318	bench_io.LoadtxtReadUint64Integers.time_read_uint64(550)	197.287μs	199.738μs 1.24%	197.223μs -0.03%
2319	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 2, 'd')	2.274ms	2.931ms 28.92%	2.273ms -0.03%
2320	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'str'>)	289.129ms	299.788ms 3.69%	289.085ms -0.02%
2321	bench_function_base.Sort.time_argsort('quick', 'int16', ('reversed',))	103.919μs	104.264μs 0.33%	103.904μs -0.02%
2322	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int16'>)	19.515μs	20.345μs 4.25%	19.514μs -0.00%
2323	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 1, 'f')	344.778μs	349.303μs 1.31%	344.770μs -0.00%