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+
• run cd benchmarks; asv run --python=python3 -v -e on the graal-team/hpy branch

Results

No.	Numpy CPython API (v1.22.1)	HPy CPython ABI	HPy Universal	Benchmarks
-	Baseline	0.25%	0.58%	Average
1	49.373μs	116.583μs 136.13%	115.117μs 133.16%	bench_ufunc_strides.AVX_UFunc_log.time_log(4, 'f')
2	481.552μs	1.108ms 130.05%	1.086ms 125.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 1, 'f')
3	432.868μs	896.196μs 107.04%	454.304μs 4.95%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 1, 'f')
4	33.423μs	68.582μs 105.20%	34.541μs 3.35%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 2, 'F')
5	99.430μs	201.866μs 103.02%	102.023μs 2.61%	bench_lib.Nan.time_nanmax(200000, 0.1)
6	1.744ms	1.752ms 0.45%	3.390ms 94.34%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 2, 'f')
7	102.229μs	197.718μs 93.41%	109.683μs 7.29%	bench_lib.Nan.time_nanmax(200000, 0)
8	34.088μs	65.925μs 93.40%	34.519μs 1.26%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 4, 'F')
9	1.737ms	1.766ms 1.67%	3.321ms 91.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 2, 'f')
10	1.726ms	1.740ms 0.82%	3.257ms 88.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 1, 'f')
11	16.583μs	16.862μs 1.69%	31.261μs 88.52%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 1, 'F')
12	1.119ms	1.194ms 6.74%	2.101ms 87.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 4, 'd')
13	1.249ms	2.089ms 67.19%	2.271ms 81.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 1, 'd')
14	14.002μs	25.266μs 80.45%	23.577μs 68.39%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 1, 'F')
15	1.197ms	1.239ms 3.49%	2.156ms 80.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 1, 'd')
16	1.400ms	2.507ms 79.04%	2.481ms 77.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 2, 'f')
17	1.825ms	1.851ms 1.40%	3.253ms 78.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 1, 'd')
18	1.731ms	1.745ms 0.85%	3.051ms 76.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 2, 'f')
19	1.397ms	1.414ms 1.16%	2.434ms 74.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 2, 'f')
20	1.722ms	1.745ms 1.35%	2.995ms 73.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 2, 'f')
21	1.743ms	1.754ms 0.65%	3.015ms 72.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 2, 'd')
22	1.290ms	1.296ms 0.45%	2.223ms 72.33%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 4, 'd')
23	1.233ms	1.248ms 1.28%	2.111ms 71.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 1, 'd')
24	1.428ms	1.431ms 0.26%	2.434ms 70.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 4, 'f')
25	78.722μs	134.184μs 70.45%	81.484μs 3.51%	bench_ufunc_strides.AVX_UFunc_log.time_log(1, 'd')
26	3.483ms	5.935ms 70.37%	3.556ms 2.08%	bench_linalg.Linalg.time_op('svd', 'float64')
27	1.254ms	1.301ms 3.82%	2.115ms 68.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 1, 'd')
28	14.511μs	24.368μs 67.93%	14.726μs 1.48%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 2, 'F')
29	3.540ms	5.943ms 67.86%	5.917ms 67.13%	bench_linalg.Linalg.time_op('svd', 'int32')
30	14.780μs	24.651μs 66.79%	15.082μs 2.04%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 1, 'D')
31	2.169ms	2.181ms 0.55%	3.614ms 66.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 2, 'f')
32	1.310ms	1.313ms 0.19%	2.181ms 66.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 2, 'd')
33	79.869μs	132.150μs 65.46%	132.826μs 66.31%	bench_ufunc_strides.AVX_UFunc_log.time_log(2, 'd')
34	80.255μs	131.389μs 63.71%	132.940μs 65.65%	bench_ufunc_strides.AVX_UFunc_log.time_log(4, 'd')
35	3.580ms	5.927ms 65.55%	3.611ms 0.87%	bench_linalg.Linalg.time_op('svd', 'float32')
36	1.298ms	2.141ms 64.90%	2.088ms 60.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 2, 'd')
37	7.595ms	12.459ms 64.04%	7.780ms 2.43%	bench_linalg.Linalg.time_op('svd', 'complex128')
38	4.580ms	7.473ms 63.16%	4.592ms 0.25%	bench_linalg.Linalg.time_op('pinv', 'float64')
39	2.258ms	2.260ms 0.10%	3.597ms 59.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 4, 'f')
40	1.405ms	2.233ms 58.90%	2.219ms 57.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 4, 'd')
41	9.154ms	14.449ms 57.85%	9.260ms 1.16%	bench_linalg.Linalg.time_op('pinv', 'complex64')
42	4.587ms	7.223ms 57.45%	4.638ms 1.10%	bench_linalg.Linalg.time_op('pinv', 'int64')
43	7.684ms	12.097ms 57.44%	7.850ms 2.16%	bench_linalg.Linalg.time_op('svd', 'complex64')
44	4.619ms	7.178ms 55.38%	4.641ms 0.46%	bench_linalg.Linalg.time_op('pinv', 'int16')
45	4.629ms	7.177ms 55.05%	4.651ms 0.48%	bench_linalg.Linalg.time_op('pinv', 'int32')
46	30.418ms	46.457ms 52.73%	30.799ms 1.25%	bench_linalg.Eindot.time_einsum_ijk_jil_kl
47	262.069μs	392.829μs 49.90%	273.315μs 4.29%	bench_linalg.Linalg.time_op('det', 'int32')
48	2.082ms	3.062ms 47.04%	2.109ms 1.28%	bench_random.RNG.time_normal_zig('numpy')
49	2.391ms	3.500ms 46.40%	2.400ms 0.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 1, 'd')
50	7.029μs	10.230μs 45.55%	10.007μs 42.38%	bench_core.CorrConv.time_correlate(1000, 10, 'full')
51	268.322μs	388.572μs 44.82%	272.921μs 1.71%	bench_linalg.Linalg.time_op('det', 'int16')
52	6.900μs	9.989μs 44.76%	9.876μs 43.12%	bench_core.CorrConv.time_correlate(1000, 10, 'same')
53	264.151μs	382.304μs 44.73%	277.097μs 4.90%	bench_linalg.Linalg.time_op('det', 'float32')
54	91.245μs	92.737μs 1.64%	113.531μs 24.42%	bench_core.CorrConv.time_correlate(1000, 100, 'same')
55	84.424μs	104.863μs 24.21%	104.569μs 23.86%	bench_core.CorrConv.time_correlate(1000, 100, 'valid')
56	7.917ms	7.957ms 0.51%	9.794ms 23.71%	bench_ufunc.UFunc.time_ufunc_types('tan')
57	170.892μs	174.573μs 2.15%	210.568μs 23.22%	bench_linalg.Einsum.time_einsum_contig_contig(<class 'numpy.float64'>)
58	22.233μs	22.652μs 1.89%	27.216μs 22.42%	bench_lib.Nan.time_nanmax(200, 0)
59	10.139μs	12.361μs 21.92%	10.271μs 1.31%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 1, 'F')
60	61.609μs	75.062μs 21.84%	63.828μs 3.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 1, 'd')
61	237.254μs	238.202μs 0.40%	287.900μs 21.35%	bench_random.Randint_dtype.time_randint_fast('uint16')
62	89.283μs	91.519μs 2.50%	107.870μs 20.82%	bench_linalg.Einsum.time_einsum_contig_outstride0(<class 'numpy.float32'>)
63	14.201μs	16.950μs 19.36%	16.687μs 17.51%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 1, 'D')
64	12.320μs	13.725μs 11.41%	14.695μs 19.27%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 2, 'F')
65	10.455μs	12.183μs 16.53%	12.417μs 18.77%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 1, 'F')
66	338.863μs	399.918μs 18.02%	357.176μs 5.40%	bench_function_base.Bincount.time_bincount
67	7.225μs	8.524μs 17.97%	7.465μs 3.32%	bench_scalar.ScalarMath.time_addition_pyint('complex256')
68	2.369μs	2.780μs 17.33%	2.402μs 1.41%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=array(3.)))
69	206.414μs	212.302μs 2.85%	241.886μs 17.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 4, 'd')
70	12.397μs	14.464μs 16.67%	13.576μs 9.51%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 2, 'F')
71	7.779ms	9.056ms 16.42%	8.113ms 4.30%	bench_core.VarComplex.time_var(1000000)
72	56.871μs	66.017μs 16.08%	63.351μs 11.40%	bench_linalg.Einsum.time_einsum_noncon_mul(<class 'numpy.float64'>)
73	1.261ms	1.274ms 1.04%	1.463ms 16.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 4, 'f')
74	104.926μs	105.913μs 0.94%	121.629μs 15.92%	bench_linalg.Einsum.time_einsum_contig_contig(<class 'numpy.float32'>)
75	266.095μs	306.898μs 15.33%	266.349μs 0.10%	bench_linalg.Eindot.time_dot_d_dot_b_c
76	15.310μs	15.431μs 0.79%	17.652μs 15.29%	bench_function_base.Sort.time_sort('merge', 'int64', ('reversed',))
77	2.076ms	2.121ms 2.14%	2.384ms 14.83%	bench_lib.Nan.time_nanvar(200000, 2.0)
78	10.247ms	10.315ms 0.66%	11.716ms 14.33%	bench_core.CorrConv.time_correlate(1000, 10000, 'full')
79	108.794μs	123.764μs 13.76%	111.477μs 2.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 4, 'd')
80	324.050μs	329.459μs 1.67%	367.246μs 13.33%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 95])
81	3.592μs	4.067μs 13.25%	3.849μs 7.16%	bench_ma.Indexing.time_scalar(True, 2, 100)
82	17.632μs	18.087μs 2.59%	19.887μs 12.79%	bench_ma.MA.time_masked_array
83	102.427ms	103.095ms 0.65%	115.202ms 12.47%	bench_core.CorrConv.time_convolve(100000, 1000, 'valid')
84	39.354ms	41.173ms 4.62%	44.149ms 12.18%	bench_linalg.Eindot.time_matmul_a_b
85	50.601μs	50.835μs 0.46%	56.544μs 11.75%	bench_core.CorrConv.time_convolve(50, 1000, 'same')
86	1.294ms	1.306ms 0.95%	1.446ms 11.72%	bench_random.RNG.time_normal_zig('Philox')
87	3.447μs	3.736μs 8.38%	3.847μs 11.61%	bench_ma.Indexing.time_scalar(True, 1, 10)
88	326.829μs	364.468μs 11.52%	346.907μs 6.14%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 1535])
89	1.490ms	1.545ms 3.66%	1.660ms 11.40%	bench_random.Randint_dtype.time_randint_slow('uint32')
90	19.749μs	20.220μs 2.38%	21.983μs 11.31%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int64'>)
91	62.982μs	70.061μs 11.24%	63.249μs 0.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 2, 'd')
92	487.077μs	487.391μs 0.06%	541.330μs 11.14%	bench_reduce.AddReduceSeparate.time_reduce(0, 'int64')
93	989.973μs	1.012ms 2.24%	1.097ms 10.80%	bench_random.Randint_dtype.time_randint_slow('uint8')
94	255.971μs	283.527μs 10.77%	278.810μs 8.92%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 2047])
95	316.298μs	329.852μs 4.29%	350.003μs 10.66%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 2047])
96	608.717μs	615.153μs 1.06%	671.653μs 10.34%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 1535])
97	51.333μs	56.588μs 10.24%	51.761μs 0.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 1, 'd')
98	51.202μs	56.433μs 10.22%	55.684μs 8.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 1, 'f')
99	3.621μs	3.990μs 10.20%	3.834μs 5.88%	bench_ma.Indexing.time_scalar(True, 2, 1000)
100	1.055μs	1.071μs 1.53%	1.161μs 9.99%	bench_scalar.ScalarMath.time_abs('longfloat')
101	3.635μs	3.987μs 9.67%	3.673μs 1.04%	bench_ma.Indexing.time_scalar(True, 2, 10)
102	272.428μs	274.465μs 0.75%	298.449μs 9.55%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 2047])
103	732.728μs	749.186μs 2.25%	802.436μs 9.51%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 1535])
104	79.201μs	79.412μs 0.27%	86.666μs 9.43%	bench_lib.Nan.time_nanmean(200, 90.0)
105	74.467μs	81.433μs 9.35%	75.149μs 0.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 2, 'd')
106	15.412μs	15.500μs 0.57%	16.843μs 9.28%	bench_ma.Indexing.time_1d(False, 2, 100)
107	978.155μs	999.191μs 2.15%	1.069ms 9.27%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 64])
108	276.505μs	284.138μs 2.76%	302.062μs 9.24%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 1535])
109	34.404μs	34.600μs 0.57%	37.582μs 9.24%	bench_lib.Nan.time_nancumprod(200, 50.0)
110	78.253μs	79.550μs 1.66%	85.471μs 9.22%	bench_lib.Nan.time_nanmean(200, 0.1)
111	325.830μs	340.420μs 4.48%	355.762μs 9.19%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 2047])
112	2.609μs	2.719μs 4.24%	2.848μs 9.16%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(array([5]))
113	7.204μs	7.864μs 9.16%	7.511μs 4.26%	bench_scalar.ScalarMath.time_addition_pyint('complex128')
114	440.768μs	444.644μs 0.88%	481.025μs 9.13%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 2047])
115	155.084μs	157.141μs 1.33%	169.235μs 9.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 4, 'd')
116	317.800μs	346.587μs 9.06%	339.533μs 6.84%	bench_random.RNG.time_raw('numpy')
117	16.869μs	16.958μs 0.53%	18.388μs 9.01%	bench_ma.Indexing.time_1d(True, 2, 100)
118	1.505ms	1.640ms 8.93%	1.511ms 0.37%	bench_lib.Nan.time_nancumprod(200000, 0)
119	4.624ms	4.837ms 4.60%	5.027ms 8.71%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int32'>)
120	18.948μs	20.588μs 8.66%	19.996μs 5.53%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 2, 'D')
121	8.574μs	8.711μs 1.59%	9.302μs 8.49%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int16')
122	161.193μs	162.382μs 0.74%	174.869μs 8.48%	bench_core.Temporaries.time_mid2
123	16.706μs	18.119μs 8.46%	17.423μs 4.29%	bench_ma.Indexing.time_0d(True, 1, 100)
124	43.417μs	46.144μs 6.28%	47.081μs 8.44%	bench_core.PackBits.time_packbits_axis1(<class 'bool'>)
125	52.699μs	53.687μs 1.88%	57.063μs 8.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 1, 'f')
126	436.508μs	439.900μs 0.78%	472.484μs 8.24%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 1535])
127	151.290μs	156.339μs 3.34%	163.566μs 8.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 4, 'f')
128	709.560μs	712.040μs 0.35%	767.107μs 8.11%	bench_function_base.Sort.time_sort('heap', 'int64', ('random',))
129	3.789μs	4.088μs 7.90%	3.858μs 1.84%	bench_ma.Indexing.time_scalar(False, 1, 1000)
130	139.096μs	139.675μs 0.42%	149.994μs 7.84%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 1, 'f')
131	739.121μs	795.079μs 7.57%	796.829μs 7.81%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 1535])
132	2.942μs	2.993μs 1.71%	3.172μs 7.80%	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(1)
133	894.600μs	929.327μs 3.88%	964.327μs 7.79%	bench_random.RNG.time_normal_zig('SFC64')
134	351.407μs	354.907μs 1.00%	378.520μs 7.72%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 2047])
135	173.152μs	179.176μs 3.48%	186.420μs 7.66%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 2, 'd')
136	4.033ms	4.158ms 3.09%	4.340ms 7.61%	bench_linalg.Einsum.time_einsum_noncon_outer(<class 'numpy.float32'>)
137	55.581μs	57.081μs 2.70%	59.730μs 7.46%	bench_shape_base.Block.time_3d(10, 'copy')
138	264.005μs	264.695μs 0.26%	283.640μs 7.44%	bench_random.RNG.time_32bit('PCG64')
139	1.190ms	1.221ms 2.60%	1.277ms 7.31%	bench_random.Randint_dtype.time_randint_slow('uint16')
140	2.146ms	2.302ms 7.25%	2.177ms 1.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 2, 'f')
141	1.532ms	1.642ms 7.20%	1.574ms 2.75%	bench_lib.Nan.time_nancumprod(200000, 0.1)
142	314.749μs	316.885μs 0.68%	337.358μs 7.18%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 95])
143	16.452μs	17.405μs 5.79%	17.623μs 7.12%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 1, 'D')
144	312.551μs	316.389μs 1.23%	334.777μs 7.11%	bench_random.Randint_dtype.time_randint_fast('uint32')
145	56.008μs	58.237μs 3.98%	59.982μs 7.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 2, 'f')
146	22.498μs	22.882μs 1.71%	24.091μs 7.08%	bench_lib.Nan.time_nanmax(200, 90.0)
147	3.913μs	4.189μs 7.05%	4.090μs 4.53%	bench_ma.Indexing.time_scalar(False, 2, 1000)
148	22.583μs	22.976μs 1.74%	24.168μs 7.02%	bench_lib.Nan.time_nanmin(200, 0)
149	266.172μs	269.246μs 1.15%	284.753μs 6.98%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 1535])
150	13.709μs	14.654μs 6.89%	13.808μs 0.72%	bench_core.CorrConv.time_convolve(50, 100, 'same')
151	12.838μs	13.040μs 1.58%	13.722μs 6.88%	bench_shape_base.Block.time_3d(1, 'copy')
152	2.860ms	2.898ms 1.33%	3.057ms 6.88%	bench_lib.Nan.time_nanvar(200000, 90.0)
153	80.980μs	83.292μs 2.86%	86.541μs 6.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 1, 'd')
154	359.123μs	363.093μs 1.11%	383.676μs 6.84%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 1535])
155	5.643μs	5.678μs 0.63%	6.021μs 6.70%	bench_io.Copy.time_strided_assign('int16')
156	10.397μs	10.592μs 1.87%	11.089μs 6.65%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 2, 'F')
157	60.253μs	60.587μs 0.55%	64.260μs 6.65%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint32', (2, 2))
158	912.790ns	914.961ns 0.24%	973.450ns 6.65%	bench_array_coercion.ArrayCoercionSmall.time_array(5)
159	2.625ms	2.724ms 3.78%	2.796ms 6.52%	bench_lib.Nan.time_nancumprod(200000, 50.0)
160	48.991μs	52.163μs 6.47%	50.166μs 2.40%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int32'>)
161	1.141ms	1.142ms 0.07%	1.215ms 6.45%	bench_lib.Nan.time_nanargmax(200000, 0)
162	3.812μs	4.058μs 6.44%	3.859μs 1.23%	bench_ma.Indexing.time_scalar(False, 1, 100)
163	57.151μs	60.797μs 6.38%	57.992μs 1.47%	bench_linalg.Einsum.time_einsum_noncon_mul(<class 'numpy.float32'>)
164	1.619ms	1.644ms 1.55%	1.721ms 6.31%	bench_lib.Nan.time_nancumprod(200000, 2.0)
165	94.558μs	98.346μs 4.01%	100.505μs 6.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 4, 'd')
166	356.290μs	378.652μs 6.28%	359.387μs 0.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 1, 'f')
167	150.668μs	151.084μs 0.28%	160.085μs 6.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 4, 'f')
168	20.513μs	20.764μs 1.22%	21.795μs 6.25%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int64'>)
169	758.130μs	805.046μs 6.19%	797.079μs 5.14%	bench_ufunc.UFunc.time_ufunc_types('frexp')
170	3.482μs	3.697μs 6.17%	3.494μs 0.35%	bench_ma.Indexing.time_scalar(True, 1, 1000)
171	3.905μs	4.146μs 6.15%	3.995μs 2.30%	bench_ma.Indexing.time_scalar(False, 2, 10)
172	61.641μs	63.491μs 3.00%	65.413μs 6.12%	bench_linalg.Einsum.time_einsum_sum_mul(<class 'numpy.float64'>)
173	192.442μs	204.208μs 6.11%	195.864μs 1.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 4, 'd')
174	3.480μs	3.692μs 6.10%	3.513μs 0.95%	bench_ma.Indexing.time_scalar(True, 1, 100)
175	1.025μs	1.061μs 3.50%	1.087μs 6.10%	bench_scalar.ScalarMath.time_abs('int32')
176	28.963ms	30.720ms 6.07%	29.145ms 0.63%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 100000)
177	45.241μs	46.479μs 2.74%	47.986μs 6.07%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'object'>)
178	38.871μs	39.460μs 1.52%	41.223μs 6.05%	bench_lib.Nan.time_nanprod(200, 50.0)
179	608.511μs	609.682μs 0.19%	644.741μs 5.95%	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 10))
180	64.504μs	65.541μs 1.61%	68.293μs 5.87%	bench_linalg.Einsum.time_einsum_noncon_sum_mul2(<class 'numpy.float64'>)
181	3.921μs	4.149μs 5.83%	3.960μs 1.02%	bench_ma.Indexing.time_scalar(False, 2, 100)
182	51.402μs	54.365μs 5.76%	54.396μs 5.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 2, 'f')
183	39.871μs	42.181μs 5.80%	40.781μs 2.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 1, 'd')
184	34.298μs	34.338μs 0.12%	36.277μs 5.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 1, 'f')
185	103.876μs	109.849μs 5.75%	105.136μs 1.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 1, 'f')
186	154.205μs	162.955μs 5.67%	158.876μs 3.03%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 4, 'f')
187	22.496μs	22.790μs 1.30%	23.771μs 5.67%	bench_lib.Nan.time_nanmax(200, 50.0)
188	143.342μs	151.378μs 5.61%	147.082μs 2.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 2, 'f')
189	425.476μs	449.264μs 5.59%	428.104μs 0.62%	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 100))
190	16.717μs	17.014μs 1.78%	17.645μs 5.55%	bench_ma.Indexing.time_0d(True, 2, 100)
191	2.863ms	2.903ms 1.40%	3.022ms 5.55%	bench_lib.Nan.time_nanstd(200000, 90.0)
192	2.031ms	2.144ms 5.54%	2.050ms 0.92%	bench_lib.Nan.time_nancumsum(200000, 90.0)
193	144.965μs	145.366μs 0.28%	152.988μs 5.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 1, 'f')
194	1.707μs	1.721μs 0.80%	1.801μs 5.51%	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(5)
195	59.381μs	62.623μs 5.46%	62.162μs 4.68%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int16'>)
196	35.777μs	37.716μs 5.42%	35.906μs 0.36%	bench_ma.UFunc.time_scalar(False, True, 10)
197	45.640μs	46.496μs 1.88%	48.109μs 5.41%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int32'>)
198	1.530ms	1.613ms 5.41%	1.573ms 2.84%	bench_lib.Nan.time_nancumsum(200000, 0.1)
199	156.551μs	164.382μs 5.00%	164.941μs 5.36%	bench_linalg.Einsum.time_einsum_noncon_multiply(<class 'numpy.float64'>)
200	8.166μs	8.526μs 4.41%	8.596μs 5.26%	bench_scalar.ScalarMath.time_power_of_two('complex128')
201	388.607μs	393.234μs 1.19%	409.064μs 5.26%	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 10))
202	35.897μs	37.786μs 5.26%	36.166μs 0.75%	bench_lib.Nan.time_nansum(200, 50.0)
203	116.974μs	117.197μs 0.19%	123.084μs 5.22%	bench_function_base.Sort.time_argsort('quick', 'float64', ('reversed',))
204	37.927μs	38.304μs 1.00%	39.906μs 5.22%	bench_linalg.Einsum.time_einsum_noncon_contig_outstride0(<class 'numpy.float64'>)
205	269.346μs	272.269μs 1.09%	283.372μs 5.21%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int16'>)
206	273.505μs	277.964μs 1.63%	287.678μs 5.18%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 1535])
207	8.196μs	8.608μs 5.03%	8.331μs 1.65%	bench_scalar.ScalarMath.time_power_of_two('complex256')
208	2.338ms	2.453ms 4.94%	2.363ms 1.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 4, 'f')
209	76.187μs	77.320μs 1.49%	79.934μs 4.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 2, 'd')
210	944.268μs	952.426μs 0.86%	990.343μs 4.88%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 2, 'd')
211	48.562μs	50.915μs 4.85%	49.000μs 0.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 2, 'd')
212	122.421μs	128.342μs 4.84%	122.632μs 0.17%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 1, 'd')
213	323.638μs	329.170μs 1.71%	339.200μs 4.81%	bench_random.Randint.time_randint_fast
214	1.199μs	1.207μs 0.71%	1.256μs 4.78%	bench_overrides.ArrayFunction.time_mock_concatenate_duck
215	14.492μs	14.720μs 1.57%	15.184μs 4.77%	bench_reduce.MinMax.time_min(<class 'numpy.float32'>)
216	434.704μs	455.400μs 4.76%	434.712μs 0.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 1, 'f')
217	15.271μs	15.376μs 0.69%	15.996μs 4.75%	bench_ma.Indexing.time_0d(False, 1, 100)
218	82.286μs	86.182μs 4.74%	83.571μs 1.56%	bench_linalg.Linalg.time_op('norm', 'int16')
219	427.950μs	431.824μs 0.91%	448.200μs 4.73%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 95])
220	27.836μs	29.151μs 4.73%	28.908μs 3.85%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 4, 'D')
221	9.854μs	9.905μs 0.52%	10.312μs 4.65%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 1, 'F')
222	42.781μs	44.089μs 3.06%	44.760μs 4.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 1, 'f')
223	145.640μs	152.319μs 4.59%	148.604μs 2.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 1, 'd')
224	94.171μs	94.262μs 0.10%	98.469μs 4.56%	bench_lib.Nan.time_nanmedian(200, 2.0)
225	300.261μs	301.370μs 0.37%	313.867μs 4.53%	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 1000))
226	317.812μs	324.711μs 2.17%	332.200μs 4.53%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 2047])
227	98.337μs	100.593μs 2.29%	102.788μs 4.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 2, 'd')
228	575.511μs	581.394μs 1.02%	601.311μs 4.48%	bench_ufunc.UFunc.time_ufunc_types('greater')
229	430.604μs	431.129μs 0.12%	449.879μs 4.48%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 2047])
230	47.755μs	49.878μs 4.45%	48.651μs 1.88%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int16'>)
231	1.956ms	1.962ms 0.30%	2.042ms 4.42%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int64'>)
232	2.337μs	2.440μs 4.40%	2.366μs 1.23%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=(array(3.),)))
233	33.627μs	35.099μs 4.38%	33.788μs 0.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 1, 'f')
234	119.661μs	124.851μs 4.34%	124.246μs 3.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 1, 'd')
235	951.836μs	992.827μs 4.31%	992.555μs 4.28%	bench_random.RNG.time_raw('MT19937')
236	404.169μs	408.985μs 1.19%	421.562μs 4.30%	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 10))
237	3.812μs	3.975μs 4.28%	3.902μs 2.34%	bench_ma.Indexing.time_scalar(False, 1, 10)
238	57.460μs	58.355μs 1.56%	59.906μs 4.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 4, 'f')
239	1.938ms	1.958ms 1.05%	2.020ms 4.22%	bench_lib.Nan.time_nanvar(200000, 0.1)
240	914.629ns	953.208ns 4.22%	929.173ns 1.59%	bench_scalar.ScalarMath.time_multiplication('float32')
241	22.137μs	22.676μs 2.43%	23.070μs 4.21%	bench_lib.Nan.time_nanmin(200, 0.1)
242	1.603ms	1.670ms 4.21%	1.616ms 0.85%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'bool'>)
243	1.033μs	1.058μs 2.38%	1.077μs 4.17%	bench_scalar.ScalarMath.time_abs('int64')
244	58.957μs	61.406μs 4.15%	60.302μs 2.28%	bench_linalg.Einsum.time_einsum_sum_mul(<class 'numpy.float32'>)
245	39.516μs	39.726μs 0.53%	41.145μs 4.12%	bench_ufunc.UFunc.time_ufunc_types('bitwise_xor')
246	5.300μs	5.514μs 4.02%	5.517μs 4.09%	bench_scalar.ScalarMath.time_power_of_two('int64')
247	62.188μs	62.273μs 0.14%	64.692μs 4.03%	bench_linalg.Einsum.time_einsum_noncon_sum_mul(<class 'numpy.float32'>)
248	16.954μs	17.489μs 3.15%	17.633μs 4.00%	bench_ma.Indexing.time_0d(True, 2, 10)
249	11.942μs	12.416μs 3.97%	12.087μs 1.21%	bench_core.CorrConv.time_convolve(50, 100, 'valid')
250	477.768μs	496.641μs 3.95%	489.459μs 2.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 1, 'd')
251	2.054ms	2.065ms 0.50%	2.136ms 3.95%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 2, 'f')
252	53.099μs	55.191μs 3.94%	54.046μs 1.78%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int64'>)
253	151.749μs	157.717μs 3.93%	155.155μs 2.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 2, 'd')
254	115.207μs	119.728μs 3.92%	119.688μs 3.89%	bench_linalg.Einsum.time_einsum_noncon_multiply(<class 'numpy.float32'>)
255	60.039μs	62.392μs 3.92%	60.545μs 0.84%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 2, 'f')
256	30.893μs	31.595μs 2.27%	32.103μs 3.92%	bench_lib.Unique.time_unique(200, 0.1)
257	923.226μs	948.801μs 2.77%	959.342μs 3.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 4, 'f')
258	163.929μs	165.739μs 1.10%	170.300μs 3.89%	bench_lib.Nan.time_nanstd(200, 0)
259	9.514μs	9.882μs 3.86%	9.554μs 0.42%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float32')
260	44.608μs	45.071μs 1.04%	46.315μs 3.83%	bench_linalg.Einsum.time_einsum_noncon_contig_contig(<class 'numpy.float32'>)
261	17.357μs	17.510μs 0.88%	18.019μs 3.81%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 4, 'F')
262	53.466μs	54.003μs 1.00%	55.501μs 3.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 1, 'd')
263	253.052ms	262.578ms 3.76%	254.218ms 0.46%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'object'>)
264	58.631μs	60.814μs 3.72%	59.050μs 0.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 1, 'd')
265	1.037μs	1.069μs 3.13%	1.075μs 3.70%	bench_scalar.ScalarMath.time_abs('int16')
266	933.518μs	937.175μs 0.39%	968.009μs 3.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 2, 'f')
267	15.502μs	15.532μs 0.19%	16.075μs 3.69%	bench_ma.Indexing.time_0d(False, 2, 100)
268	182.799μs	184.053μs 0.69%	189.531μs 3.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 4, 'd')
269	966.123ns	1.002μs 3.67%	983.448ns 1.79%	bench_array_coercion.ArrayCoercionSmall.time_asarray(1)
270	1.324ms	1.371ms 3.57%	1.373ms 3.65%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int16'>)
271	545.152μs	564.795μs 3.60%	547.058μs 0.35%	bench_function_base.Sort.time_argsort('heap', 'int16', ('reversed',))
272	20.297μs	20.618μs 1.58%	21.028μs 3.60%	bench_function_base.Sort.time_argsort('merge', 'float64', ('uniform',))
273	55.330μs	55.848μs 0.94%	57.323μs 3.60%	bench_scalar.ScalarMath.time_power_of_two('int32')
274	734.335μs	760.721μs 3.59%	740.543μs 0.85%	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 10))
275	17.410μs	17.712μs 1.74%	18.030μs 3.56%	bench_ma.Indexing.time_1d(True, 2, 1000)
276	847.203μs	867.883μs 2.44%	877.354μs 3.56%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 1, 'f')
277	19.529μs	19.544μs 0.08%	20.223μs 3.55%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex64')
278	8.557μs	8.723μs 1.94%	8.861μs 3.55%	bench_io.Copy.time_memcpy('complex64')
279	312.584μs	313.836μs 0.40%	323.594μs 3.52%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 95])
280	26.653μs	26.954μs 1.13%	27.583μs 3.49%	bench_ma.UFunc.time_scalar(False, False, 100)
281	1.276μs	1.291μs 1.21%	1.320μs 3.48%	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(5)
282	59.874μs	61.946μs 3.46%	61.766μs 3.16%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int16'>)
283	861.660ns	887.779ns 3.03%	891.429ns 3.45%	bench_array_coercion.ArrayCoercionSmall.time_asarray(5)
284	22.904μs	23.042μs 0.60%	23.687μs 3.42%	bench_lib.Nan.time_nanmax(200, 0.1)
285	1.899ms	1.963ms 3.42%	1.950ms 2.73%	bench_lib.Nan.time_nanmean(200000, 90.0)
286	161.442μs	166.952μs 3.41%	163.735μs 1.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 4, 'd')
287	14.431μs	14.921μs 3.40%	14.854μs 2.94%	bench_reduce.MinMax.time_max(<class 'numpy.float32'>)
288	63.922μs	66.090μs 3.39%	64.705μs 1.23%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int32'>)
289	3.981ms	4.083ms 2.58%	4.116ms 3.39%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int16'>)
290	15.002μs	15.269μs 1.78%	15.510μs 3.39%	bench_ma.Indexing.time_1d(False, 1, 10)
291	64.642μs	65.431μs 1.22%	66.830μs 3.38%	bench_linalg.Einsum.time_einsum_noncon_sum_mul(<class 'numpy.float64'>)
292	22.498μs	22.636μs 0.61%	23.251μs 3.35%	bench_lib.Nan.time_nanmin(200, 90.0)
293	22.516μs	22.814μs 1.33%	23.267μs 3.34%	bench_lib.Nan.time_nanmin(200, 2.0)
294	4.969μs	5.135μs 3.33%	5.090μs 2.44%	bench_scalar.ScalarMath.time_addition_pyint('int64')
295	2.788μs	2.832μs 1.59%	2.880μs 3.33%	bench_ufunc.Custom.time_and_bool
296	65.011μs	67.173μs 3.33%	65.796μs 1.21%	bench_ma.UFunc.time_1d(True, False, 100)
297	2.448μs	2.489μs 1.67%	2.529μs 3.31%	bench_io.Copy.time_memcpy('int16')
298	4.076μs	4.211μs 3.31%	4.142μs 1.63%	bench_io.Copy.time_memcpy('float32')
299	8.331μs	8.606μs 3.30%	8.530μs 2.39%	bench_scalar.ScalarMath.time_power_of_two('float64')
300	2.948ms	2.963ms 0.52%	3.045ms 3.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 4, 'd')
301	49.097μs	50.709μs 3.28%	50.259μs 2.37%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int64'>)
302	9.209μs	9.511μs 3.27%	9.507μs 3.23%	bench_core.UnpackBits.time_unpackbits_little
303	3.957μs	4.086μs 3.27%	3.979μs 0.56%	bench_itemselection.PutMask.time_sparse(False, 'complex128')
304	265.560μs	274.210μs 3.26%	270.592μs 1.89%	bench_core.CorrConv.time_convolve(100000, 10, 'valid')
305	340.303μs	341.487μs 0.35%	351.343μs 3.24%	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 10))
306	16.671μs	16.849μs 1.07%	17.209μs 3.23%	bench_ma.Indexing.time_0d(True, 1, 10)
307	162.271μs	163.524μs 0.77%	167.481μs 3.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 1, 'd')
308	1.451ms	1.474ms 1.59%	1.498ms 3.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 2, 'd')
309	3.820ms	3.894ms 1.94%	3.942ms 3.19%	bench_ma.UFunc.time_2d(True, False, 1000)
310	90.219μs	93.053μs 3.14%	90.534μs 0.35%	bench_function_base.Sort.time_argsort('merge', 'int16', ('reversed',))
311	1.640μs	1.691μs 3.14%	1.663μs 1.40%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int8'>)
312	3.364μs	3.367μs 0.10%	3.469μs 3.13%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'bool'>)
313	16.705μs	16.736μs 0.19%	17.227μs 3.13%	bench_ma.Indexing.time_0d(True, 1, 1000)
314	62.795μs	64.745μs 3.11%	64.643μs 2.94%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int32'>)
315	6.207μs	6.400μs 3.11%	6.213μs 0.10%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int64'>)
316	1.294ms	1.303ms 0.71%	1.334ms 3.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 4, 'd')
317	35.018μs	35.757μs 2.11%	36.102μs 3.10%	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 10))
318	78.685μs	79.074μs 0.49%	81.119μs 3.09%	bench_lib.Nan.time_nanmean(200, 2.0)
319	54.421μs	56.083μs 3.06%	54.998μs 1.06%	bench_core.Core.time_eye_100
320	698.701μs	719.976μs 3.04%	701.757μs 0.44%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 2, 'd')
321	78.667μs	79.489μs 1.05%	81.062μs 3.04%	bench_lib.Nan.time_nanmean(200, 0)
322	117.444μs	121.018μs 3.04%	119.166μs 1.47%	bench_linalg.Einsum.time_einsum_multiply(<class 'numpy.float32'>)
323	95.365μs	97.679μs 2.43%	98.260μs 3.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 1, 'f')
324	22.595μs	23.002μs 1.80%	23.277μs 3.02%	bench_lib.Nan.time_nanmin(200, 50.0)
325	61.602μs	62.491μs 1.44%	63.460μs 3.02%	bench_linalg.Einsum.time_einsum_noncon_sum_mul2(<class 'numpy.float32'>)
326	141.526μs	142.248μs 0.51%	145.762μs 2.99%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 1, 'f')
327	1.317ms	1.356ms 2.99%	1.324ms 0.52%	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex128')
328	74.231μs	76.277μs 2.76%	76.449μs 2.99%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 2, 'd')
329	4.022ms	4.079ms 1.41%	4.142ms 2.98%	bench_lib.Nan.time_nanvar(200000, 50.0)
330	1.491ms	1.513ms 1.46%	1.535ms 2.95%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 1, 'd')
331	349.159μs	359.458μs 2.95%	352.822μs 1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 4, 'f')
332	93.167μs	95.886μs 2.92%	93.918μs 0.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 4, 'd')
333	36.080μs	37.129μs 2.91%	36.332μs 0.70%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'bool'>)
334	1.744μs	1.794μs 2.91%	1.752μs 0.46%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int64'>)
335	142.743μs	146.892μs 2.91%	145.681μs 2.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 2, 'f')
336	57.140μs	58.798μs 2.90%	57.634μs 0.86%	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 2)
337	275.954μs	277.503μs 0.56%	283.953μs 2.90%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 1024])
338	1.357ms	1.396ms 2.89%	1.380ms 1.71%	bench_random.RNG.time_normal_zig('MT19937')
339	31.879μs	32.359μs 1.50%	32.793μs 2.86%	bench_shape_base.Block.time_block_simple_row_wise(10)
340	687.683μs	707.350μs 2.86%	695.694μs 1.16%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 1, 'd')
341	1.337ms	1.348ms 0.77%	1.375ms 2.85%	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv(2)
342	2.142ms	2.202ms 2.81%	2.171ms 1.36%	bench_linalg.Einsum.time_einsum_mul(<class 'numpy.float64'>)
343	53.780μs	53.990μs 0.39%	55.286μs 2.80%	bench_ma.UFunc.time_scalar_1d(False, False, 1000)
344	911.766ns	925.720ns 1.53%	937.036ns 2.77%	bench_scalar.ScalarMath.time_addition('complex64')
345	116.835ms	118.202ms 1.17%	120.066ms 2.77%	bench_import.Import.time_random
346	21.589μs	21.797μs 0.97%	22.182μs 2.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 1, 'f')
347	1.269ms	1.269ms 0.03%	1.304ms 2.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 2, 'd')
348	1.964ms	1.991ms 1.37%	2.018ms 2.74%	bench_linalg.Lstsq.time_numpy_linalg_lstsq_a__b_float64
349	161.782μs	163.840μs 1.27%	166.219μs 2.74%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int16'>)
350	1.167μs	1.199μs 2.74%	1.189μs 1.92%	bench_core.Core.time_empty_100
351	2.926μs	3.006μs 2.73%	2.970μs 1.49%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(5)
352	54.917μs	56.029μs 2.02%	56.413μs 2.72%	bench_ma.UFunc.time_1d(True, True, 100)
353	59.956μs	60.924μs 1.62%	61.575μs 2.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 2, 'f')
354	2.709ms	2.782ms 2.69%	2.718ms 0.33%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int16'>)
355	2.304μs	2.366μs 2.69%	2.327μs 1.01%	bench_core.Core.time_array_empty
356	36.034μs	36.282μs 0.69%	36.988μs 2.65%	bench_ma.UFunc.time_scalar(True, False, 1000)
357	4.348μs	4.381μs 0.77%	4.463μs 2.64%	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy([1])
358	64.045μs	65.016μs 1.52%	65.731μs 2.63%	bench_ma.Concatenate.time_it('ndarray', 2)
359	1.315ms	1.349ms 2.57%	1.325ms 0.77%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'object'>)
360	25.677μs	26.336μs 2.57%	26.010μs 1.30%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 1, 'D')
361	28.571μs	29.034μs 1.62%	29.305μs 2.57%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 4, 'F')
362	31.458μs	31.702μs 0.78%	32.264μs 2.56%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'object'>)
363	2.957ms	3.033ms 2.56%	2.960ms 0.08%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 10000)
364	1.784ms	1.830ms 2.55%	1.797ms 0.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 4, 'f')
365	144.270μs	147.917μs 2.53%	144.649μs 0.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 2, 'f')
366	2.043ms	2.095ms 2.52%	2.078ms 1.72%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int64'>)
367	918.585ns	941.648ns 2.51%	931.740ns 1.43%	bench_scalar.ScalarMath.time_multiplication('int16')
368	157.206μs	161.132μs 2.50%	157.279μs 0.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 1, 'd')
369	26.669μs	27.335μs 2.50%	26.825μs 0.58%	bench_core.Core.time_dstack_l
370	117.530ms	119.261ms 1.47%	120.441ms 2.48%	bench_import.Import.time_matlib
371	1.590ms	1.615ms 1.58%	1.629ms 2.47%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 1024])
372	36.474μs	36.782μs 0.84%	37.373μs 2.46%	bench_indexing.ScalarIndexing.time_assign(2)
373	24.024ms	24.103ms 0.33%	24.616ms 2.46%	bench_reduce.AddReduce.time_axis_0
374	49.680μs	49.987μs 0.62%	50.901μs 2.46%	bench_ma.UFunc.time_scalar_1d(False, False, 10)
375	6.779μs	6.946μs 2.45%	6.930μs 2.22%	bench_io.CopyTo.time_copyto_dense
376	41.803μs	41.991μs 0.45%	42.821μs 2.44%	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(100)
377	52.229μs	53.149μs 1.76%	53.501μs 2.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 1, 'f')
378	67.476μs	69.116μs 2.43%	67.902μs 0.63%	bench_function_base.Sort.time_argsort('quick', 'int16', ('uniform',))
379	398.541μs	399.927μs 0.35%	408.196μs 2.42%	bench_function_base.Sort.time_sort('heap', 'int16', ('reversed',))
380	19.819μs	20.292μs 2.38%	20.011μs 0.96%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int16'>)
381	29.615ms	30.065ms 1.52%	30.319ms 2.38%	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(100000)
382	2.359ms	2.415ms 2.36%	2.398ms 1.66%	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex256')
383	96.090μs	98.337μs 2.34%	97.842μs 1.82%	bench_core.VarComplex.time_var(1000)
384	466.108μs	472.026μs 1.27%	476.917μs 2.32%	bench_function_base.Sort.time_argsort('heap', 'int64', ('reversed',))
385	660.212μs	674.040μs 2.09%	675.506μs 2.32%	bench_reduce.AddReduceSeparate.time_reduce(1, 'int64')
386	128.120μs	128.288μs 0.13%	131.084μs 2.31%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint64', (4, 4))
387	53.668μs	54.901μs 2.30%	54.465μs 1.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 1, 'f')
388	76.773μs	77.105μs 0.43%	78.525μs 2.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 2, 'd')
389	48.462μs	48.904μs 0.91%	49.568μs 2.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 4, 'f')
390	10.287μs	10.513μs 2.21%	10.520μs 2.26%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int32')
391	3.725μs	3.809μs 2.25%	3.786μs 1.63%	bench_itemselection.PutMask.time_sparse(False, 'int32')
392	10.478μs	10.608μs 1.24%	10.714μs 2.25%	bench_scalar.ScalarMath.time_addition_pyint('int32')
393	7.491μs	7.660μs 2.25%	7.522μs 0.40%	bench_scalar.ScalarMath.time_addition_pyint('float64')
394	1.298ms	1.328ms 2.25%	1.302ms 0.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 4, 'd')
395	164.692μs	166.090μs 0.85%	168.390μs 2.25%	bench_lib.Nan.time_nanstd(200, 90.0)
396	16.442μs	16.479μs 0.22%	16.810μs 2.24%	bench_ma.Indexing.time_1d(True, 1, 10)
397	45.530μs	46.526μs 2.19%	46.544μs 2.23%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'object'>)
398	8.894ms	9.091ms 2.22%	8.898ms 0.04%	bench_core.CorrConv.time_correlate(100000, 100, 'valid')
399	504.247μs	512.755μs 1.69%	515.437μs 2.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 2, 'd')
400	35.980μs	36.014μs 0.09%	36.777μs 2.22%	bench_ma.UFunc.time_scalar(False, True, 1000)
401	198.938μs	199.719μs 0.39%	203.342μs 2.21%	bench_reduce.ArgMax.time_argmax(<class 'numpy.float32'>)
402	95.645μs	97.763μs 2.21%	97.081μs 1.50%	bench_shape_base.Block.time_3d(1, 'block')
403	1.632ms	1.668ms 2.20%	1.633ms 0.06%	bench_lib.Nan.time_nancumsum(200000, 2.0)
404	83.425μs	85.215μs 2.15%	85.257μs 2.20%	bench_linalg.Linalg.time_op('norm', 'float64')
405	38.246μs	38.654μs 1.07%	39.086μs 2.20%	bench_linalg.Einsum.time_einsum_noncon_contig_outstride0(<class 'numpy.float32'>)
406	37.693μs	38.261μs 1.50%	38.521μs 2.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 1, 'd')
407	25.360ms	25.432ms 0.28%	25.916ms 2.19%	bench_linalg.Eindot.time_dot_trans_at_a
408	15.337μs	15.448μs 0.73%	15.673μs 2.19%	bench_ma.Indexing.time_0d(False, 1, 10)
409	16.072μs	16.272μs 1.25%	16.423μs 2.19%	bench_function_base.Sort.time_sort('merge', 'float64', ('ordered',))
410	1.214ms	1.227ms 1.06%	1.241ms 2.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 2, 'f')
411	81.325μs	81.493μs 0.21%	83.093μs 2.17%	bench_function_base.Sort.time_sort('quick', 'int64', ('reversed',))
412	118.146ms	120.696ms 2.16%	118.211ms 0.05%	bench_import.Import.time_numpy_inspect
413	1.018μs	1.040μs 2.16%	1.040μs 2.14%	bench_scalar.ScalarMath.time_multiplication('float16')
414	34.864μs	35.602μs 2.12%	35.611μs 2.14%	bench_lib.Nan.time_nanprod(200, 0.1)
415	5.334μs	5.448μs 2.14%	5.362μs 0.52%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int16')
416	1.482ms	1.514ms 2.12%	1.510ms 1.91%	bench_lib.Nan.time_nanmean(200000, 2.0)
417	1.697ms	1.700ms 0.16%	1.733ms 2.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 1, 'f')
418	52.501μs	53.306μs 1.53%	53.610μs 2.11%	bench_lib.Nan.time_nanargmin(200, 0.1)
419	4.962μs	5.067μs 2.10%	5.044μs 1.65%	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs([1])
420	1.019μs	1.021μs 0.27%	1.040μs 2.09%	bench_scalar.ScalarMath.time_addition('float16')
421	452.601μs	454.171μs 0.35%	462.046μs 2.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 4, 'f')
422	168.360μs	169.791μs 0.85%	171.860μs 2.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 2, 'd')
423	90.320μs	91.434μs 1.23%	92.191μs 2.07%	bench_ma.UFunc.time_scalar_1d(False, True, 1000)
424	911.303ns	913.847ns 0.28%	930.087ns 2.06%	bench_scalar.ScalarMath.time_multiplication('int64')
425	15.354μs	15.466μs 0.73%	15.670μs 2.06%	bench_ma.Indexing.time_1d(False, 2, 10)
426	2.829ms	2.842ms 0.47%	2.887ms 2.05%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 10000)
427	9.369μs	9.561μs 2.05%	9.504μs 1.44%	bench_reduce.SmallReduction.time_small
428	3.972μs	4.053μs 2.05%	3.990μs 0.47%	bench_itemselection.PutMask.time_sparse(False, 'float64')
429	17.094μs	17.443μs 2.05%	17.311μs 1.27%	bench_io.Copy.time_memcpy('complex128')
430	100.051μs	102.096μs 2.04%	101.432μs 1.38%	bench_lib.Nan.time_nanmax(200000, 50.0)
431	57.408μs	58.574μs 2.03%	58.318μs 1.58%	bench_core.Core.time_identity_100
432	2.741ms	2.796ms 2.02%	2.748ms 0.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 2, 'd')
433	3.412μs	3.425μs 0.40%	3.480μs 2.02%	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(5)
434	39.092μs	39.860μs 1.96%	39.880μs 2.01%	bench_ma.UFunc.time_2d(False, False, 10)
435	164.339μs	165.916μs 0.96%	167.619μs 2.00%	bench_lib.Nan.time_nanstd(200, 0.1)
436	10.338ms	10.543ms 1.98%	10.391ms 0.51%	bench_core.CorrConv.time_convolve(1000, 10000, 'full')
437	127.266μs	129.780μs 1.97%	127.871μs 0.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 4, 'd')
438	920.797ns	930.214ns 1.02%	938.868ns 1.96%	bench_scalar.ScalarMath.time_addition('int16')
439	14.678μs	14.839μs 1.10%	14.964μs 1.95%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'bool'>)
440	58.464μs	59.588μs 1.92%	58.517μs 0.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 4, 'f')
441	38.219μs	38.559μs 0.89%	38.954μs 1.92%	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 1000))
442	137.603μs	140.248μs 1.92%	139.464μs 1.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 1, 'f')
443	61.087μs	62.141μs 1.73%	62.239μs 1.89%	bench_linalg.Einsum.time_einsum_sum_mul2(<class 'numpy.float64'>)
444	61.384μs	61.419μs 0.06%	62.533μs 1.87%	bench_ma.UFunc.time_scalar_1d(True, True, 100)
445	104.201μs	104.309μs 0.10%	106.151μs 1.87%	bench_function_base.Median.time_odd
446	60.731μs	61.866μs 1.87%	60.853μs 0.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 2, 'f')
447	158.488μs	159.724μs 0.78%	161.448μs 1.87%	bench_lib.Nan.time_nanvar(200, 0)
448	146.259μs	148.090μs 1.25%	148.988μs 1.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 4, 'f')
449	19.196μs	19.554μs 1.86%	19.416μs 1.14%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int64'>)
450	4.316μs	4.396μs 1.85%	4.394μs 1.81%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int16'>)
451	59.682μs	60.415μs 1.23%	60.778μs 1.84%	bench_linalg.Einsum.time_einsum_sum_mul2(<class 'numpy.float32'>)
452	75.503μs	75.694μs 0.25%	76.879μs 1.82%	bench_function_base.Sort.time_argsort('quick', 'float64', ('ordered',))
453	4.027ms	4.098ms 1.77%	4.100ms 1.82%	bench_function_base.Median.time_wide
454	5.766μs	5.870μs 1.81%	5.768μs 0.04%	bench_reduce.AnyAll.time_all_fast
455	61.408μs	61.882μs 0.77%	62.509μs 1.79%	bench_ma.UFunc.time_2d(True, True, 10)
456	19.784μs	19.839μs 0.28%	20.139μs 1.79%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int8'>)
457	41.321μs	42.060μs 1.79%	41.564μs 0.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 2, 'f')
458	1.755ms	1.786ms 1.78%	1.765ms 0.58%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 2, 'f')
459	61.828μs	62.053μs 0.36%	62.927μs 1.78%	bench_linalg.Linalg.time_op('norm', 'float32')
460	76.458μs	77.808μs 1.77%	76.620μs 0.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 4, 'f')
461	87.923μs	88.278μs 0.40%	89.468μs 1.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 1, 'd')
462	127.479μs	128.405μs 0.73%	129.716μs 1.76%	bench_ma.UFunc.time_2d(True, False, 100)
463	1.038ms	1.056ms 1.75%	1.047ms 0.88%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 2, 'd')
464	3.206ms	3.262ms 1.75%	3.228ms 0.71%	bench_lib.Nan.time_nanquantile(200000, 2.0)
465	573.248μs	576.811μs 0.62%	583.242μs 1.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 1, 'f')
466	1.000ms	1.017ms 1.74%	1.002ms 0.17%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 95])
467	117.421ms	118.167ms 0.64%	119.458ms 1.74%	bench_import.Import.time_ma
468	2.042ms	2.056ms 0.68%	2.077ms 1.72%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int64'>)
469	145.003μs	146.035μs 0.71%	147.487μs 1.71%	bench_random.Randint_dtype.time_randint_slow('bool')
470	48.475μs	48.873μs 0.82%	49.303μs 1.71%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint8', (2, 2))
471	63.464μs	64.540μs 1.69%	63.935μs 0.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 1, 'd')
472	470.680μs	478.635μs 1.69%	472.700μs 0.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 1, 'd')
473	1.013μs	1.014μs 0.09%	1.030μs 1.69%	bench_overrides.ArrayFunction.time_mock_concatenate_numpy
474	3.825ms	3.829ms 0.10%	3.890ms 1.69%	bench_reduce.AddReduceSeparate.time_reduce(1, 'float16')
475	280.069μs	280.868μs 0.28%	284.772μs 1.68%	bench_lib.Nan.time_nanpercentile(200, 0)
476	929.517ns	945.072ns 1.67%	931.659ns 0.23%	bench_scalar.ScalarMath.time_multiplication('int32')
477	67.610μs	68.310μs 1.04%	68.732μs 1.66%	bench_ma.UFunc.time_scalar_1d(True, False, 10)
478	13.458μs	13.681μs 1.66%	13.564μs 0.78%	bench_scalar.ScalarMath.time_addition_pyint('complex64')
479	1.365μs	1.388μs 1.65%	1.366μs 0.03%	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(1)
480	569.319μs	572.728μs 0.60%	578.644μs 1.64%	bench_core.PackBits.time_packbits_axis0(<class 'bool'>)
481	1.010μs	1.026μs 1.63%	1.011μs 0.07%	bench_scalar.ScalarMath.time_multiplication('longfloat')
482	40.030μs	40.681μs 1.62%	40.273μs 0.61%	bench_function_base.Sort.time_argsort('heap', 'int16', ('uniform',))
483	128.602μs	130.682μs 1.62%	130.489μs 1.47%	bench_ma.UFunc.time_2d(True, True, 100)
484	64.575μs	65.615μs 1.61%	65.366μs 1.23%	bench_ma.UFunc.time_1d(False, True, 100)
485	53.056μs	53.728μs 1.27%	53.907μs 1.60%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint16', (2, 2))
486	18.184μs	18.476μs 1.60%	18.248μs 0.35%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int16'>)
487	72.935μs	74.101μs 1.60%	74.035μs 1.51%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int16'>)
488	1.860ms	1.890ms 1.60%	1.886ms 1.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 1, 'd')
489	58.558μs	59.480μs 1.57%	59.122μs 0.96%	bench_ma.UFunc.time_2d(False, True, 100)
490	76.875μs	78.085μs 1.57%	77.597μs 0.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 2, 'd')
491	35.978μs	36.181μs 0.56%	36.545μs 1.57%	bench_ma.UFunc.time_scalar(True, False, 10)
492	139.416μs	141.596μs 1.56%	140.501μs 0.78%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'bool'>)
493	509.966μs	517.940μs 1.56%	512.070μs 0.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 4, 'd')
494	66.562μs	67.596μs 1.55%	67.176μs 0.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 2, 'd')
495	2.567ms	2.581ms 0.56%	2.606ms 1.54%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int8'>)
496	907.898ns	912.936ns 0.55%	921.842ns 1.54%	bench_scalar.ScalarMath.time_multiplication('complex64')
497	850.818μs	863.865μs 1.53%	853.365μs 0.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 4, 'd')
498	98.349μs	99.281μs 0.95%	99.849μs 1.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 2, 'd')
499	190.379μs	192.885μs 1.32%	193.277μs 1.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 4, 'd')
500	165.632μs	168.153μs 1.52%	167.502μs 1.13%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint8', (4, 4))
501	262.629μs	266.608μs 1.52%	264.352μs 0.66%	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 1000))
502	1.117ms	1.127ms 0.94%	1.134ms 1.51%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 2, 'f')
503	1.695μs	1.721μs 1.50%	1.715μs 1.13%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int64'>)
504	2.620ms	2.659ms 1.49%	2.650ms 1.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 1, 'd')
505	53.584μs	54.379μs 1.48%	54.159μs 1.07%	bench_lib.Nan.time_nanargmin(200, 90.0)
506	107.158μs	108.737μs 1.47%	107.876μs 0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 4, 'd')
507	122.557μs	124.363μs 1.47%	124.233μs 1.37%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint8', (4, 4))
508	26.259ms	26.641ms 1.45%	26.373ms 0.43%	bench_linalg.Eindot.time_matmul_trans_at_a
509	2.000ms	2.029ms 1.44%	2.029ms 1.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 2, 'f')
510	9.163ms	9.294ms 1.43%	9.239ms 0.83%	bench_linalg.Eindot.time_matmul_trans_a_at
511	19.646μs	19.710μs 0.32%	19.927μs 1.43%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int64'>)
512	411.700μs	413.462μs 0.43%	417.578μs 1.43%	bench_random.Random.time_rng('binomial 10 0.5')
513	11.599μs	11.690μs 0.78%	11.764μs 1.42%	bench_io.Copy.time_strided_copy('int16')
514	20.035μs	20.076μs 0.21%	20.314μs 1.39%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int32'>)
515	31.223μs	31.229μs 0.02%	31.656μs 1.39%	bench_lib.Unique.time_unique(200, 0)
516	118.909μs	120.305μs 1.17%	120.523μs 1.36%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint16', (4, 4))
517	14.413μs	14.510μs 0.67%	14.609μs 1.36%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'bool'>)
518	939.018μs	951.691μs 1.35%	949.418μs 1.11%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 95])
519	1.634μs	1.635μs 0.05%	1.656μs 1.34%	bench_indexing.IndexingStructured0D.time_array_all
520	105.682ms	106.868ms 1.12%	107.077ms 1.32%	bench_records.Records.time_fromarrays_wo_dtype
521	83.339μs	83.884μs 0.65%	84.437μs 1.32%	bench_linalg.Linalg.time_op('norm', 'int32')
522	54.360μs	54.582μs 0.41%	55.075μs 1.32%	bench_ma.UFunc.time_1d(True, True, 10)
523	1.144ms	1.159ms 1.31%	1.154ms 0.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 1, 'd')
524	611.579μs	617.311μs 0.94%	619.534μs 1.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 4, 'f')
525	916.764ns	920.635ns 0.42%	928.522ns 1.28%	bench_scalar.ScalarMath.time_addition('float32')
526	2.223ms	2.242ms 0.84%	2.251ms 1.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 4, 'f')
527	1.051ms	1.065ms 1.27%	1.060ms 0.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 2, 'd')
528	18.540μs	18.774μs 1.26%	18.686μs 0.79%	bench_reduce.MinMax.time_max(<class 'numpy.float64'>)
529	21.572μs	21.598μs 0.12%	21.840μs 1.24%	bench_ma.UFunc.time_scalar(True, True, 1000)
530	916.650ns	924.980ns 0.91%	927.989ns 1.24%	bench_scalar.ScalarMath.time_addition('int32')
531	648.887μs	656.819μs 1.22%	649.631μs 0.11%	bench_ufunc.UFunc.time_ufunc_types('spacing')
532	48.334μs	48.922μs 1.22%	48.661μs 0.68%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint32', (2, 2))
533	96.761ms	97.920ms 1.20%	97.144ms 0.40%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'str'>)
534	213.533μs	216.084μs 1.19%	214.104μs 0.27%	bench_linalg.Linalg.time_op('norm', 'complex256')
535	2.621μs	2.647μs 0.97%	2.653μs 1.19%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int8'>)
536	1.518ms	1.536ms 1.18%	1.521ms 0.15%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int32'>)
537	3.858μs	3.903μs 1.18%	3.870μs 0.31%	bench_core.PackBits.time_packbits(<class 'bool'>)
538	270.096μs	270.350μs 0.09%	273.259μs 1.17%	bench_linalg.Eindot.time_matmul_d_matmul_b_c
539	912.233ns	921.957ns 1.07%	922.877ns 1.17%	bench_scalar.ScalarMath.time_addition('int64')
540	1.031μs	1.043μs 1.16%	1.032μs 0.05%	bench_scalar.ScalarMath.time_abs('float64')
541	54.917μs	55.268μs 0.64%	55.551μs 1.16%	bench_ma.MA.time_masked_array_l100
542	3.907ms	3.914ms 0.16%	3.952ms 1.14%	bench_function_base.Median.time_tall
543	14.732ms	14.812ms 0.54%	14.900ms 1.14%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 100000)
544	141.256μs	142.860μs 1.14%	142.085μs 0.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 1, 'd')
545	22.647ms	22.773ms 0.55%	22.903ms 1.13%	bench_ufunc.UFunc.time_ufunc_types('matmul')
546	4.133μs	4.135μs 0.05%	4.179μs 1.12%	bench_core.PackBits.time_packbits_little(<class 'bool'>)
547	1.096μs	1.106μs 0.96%	1.108μs 1.11%	bench_overrides.ArrayFunction.time_mock_broadcast_to_duck
548	36.204μs	36.604μs 1.11%	36.328μs 0.34%	bench_ma.UFunc.time_scalar(True, False, 100)
549	51.451μs	52.019μs 1.10%	51.491μs 0.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 2, 'f')
550	36.366μs	36.446μs 0.22%	36.767μs 1.10%	bench_ma.UFunc.time_scalar(False, True, 100)
551	2.843ms	2.852ms 0.30%	2.875ms 1.10%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'str'>)
552	564.066μs	570.255μs 1.10%	567.450μs 0.60%	bench_ufunc.UFunc.time_ufunc_types('logical_or')
553	76.607μs	77.444μs 1.09%	76.773μs 0.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 2, 'd')
554	79.162μs	79.691μs 0.67%	80.012μs 1.07%	bench_lib.Nan.time_nanmean(200, 50.0)
555	90.180μs	91.140μs 1.06%	90.505μs 0.36%	bench_function_base.Sort.time_sort('quick', 'int16', ('reversed',))
556	67.127μs	67.829μs 1.05%	67.725μs 0.89%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 4, 'f')
557	2.627ms	2.639ms 0.46%	2.654ms 1.03%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 1, 'd')
558	108.682μs	109.789μs 1.02%	108.787μs 0.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 4, 'd')
559	158.702μs	159.413μs 0.45%	160.299μs 1.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 1, 'd')
560	3.698μs	3.735μs 1.00%	3.701μs 0.06%	bench_itemselection.PutMask.time_sparse(False, 'float32')
561	140.259μs	140.526μs 0.19%	141.657μs 1.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 4, 'f')
562	14.378μs	14.450μs 0.50%	14.521μs 0.99%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float32')
563	1.654μs	1.666μs 0.77%	1.670μs 0.99%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int32'>)
564	2.567μs	2.583μs 0.59%	2.593μs 0.99%	bench_array_coercion.ArrayCoercionSmall.time_array_subok(array([5]))
565	71.910μs	72.310μs 0.56%	72.605μs 0.97%	bench_ma.UFunc.time_scalar_1d(True, False, 100)
566	2.008ms	2.027ms 0.95%	2.027ms 0.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 4, 'd')
567	5.023μs	5.071μs 0.95%	5.038μs 0.30%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int32'>)
568	21.632μs	21.807μs 0.81%	21.835μs 0.94%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex128')
569	54.886μs	55.016μs 0.24%	55.398μs 0.93%	bench_shape_base.Block.time_block_simple_column_wise(10)
570	1.069ms	1.079ms 0.93%	1.075ms 0.51%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 2, 'f')
571	786.403μs	793.686μs 0.93%	789.972μs 0.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 1, 'd')
572	89.319μs	90.138μs 0.92%	89.641μs 0.36%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 1, 'f')
573	210.906μs	211.424μs 0.25%	212.816μs 0.91%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int8'>)
574	91.166μs	91.963μs 0.87%	91.333μs 0.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 2, 'f')
575	66.518μs	66.853μs 0.50%	67.088μs 0.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 4, 'f')
576	1.139ms	1.149ms 0.85%	1.142ms 0.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 1, 'd')
577	326.346μs	329.124μs 0.85%	328.068μs 0.53%	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 100))
578	1.601ms	1.610ms 0.57%	1.614ms 0.85%	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv([1, 3])
579	19.301μs	19.458μs 0.82%	19.463μs 0.84%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int32'>)
580	62.905μs	63.018μs 0.18%	63.432μs 0.84%	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 1000))
581	2.016ms	2.020ms 0.16%	2.033ms 0.84%	bench_ufunc.UFunc.time_ufunc_types('arctan2')
582	795.424μs	796.931μs 0.19%	802.046μs 0.83%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'numpy.int32'>)
583	43.750μs	44.052μs 0.69%	44.111μs 0.83%	bench_function_base.Sort.time_argsort('heap', 'float64', ('uniform',))
584	15.038μs	15.162μs 0.82%	15.147μs 0.72%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int64'>)
585	64.103μs	64.628μs 0.82%	64.450μs 0.54%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 4, 'f')
586	847.263μs	854.133μs 0.81%	848.931μs 0.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 1, 'f')
587	1.202ms	1.205ms 0.23%	1.212ms 0.80%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 1, 'd')
588	40.961μs	41.286μs 0.80%	41.117μs 0.38%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 100)
589	182.565μs	184.016μs 0.80%	183.649μs 0.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 4, 'd')
590	33.032μs	33.215μs 0.55%	33.295μs 0.79%	bench_random.Random.time_rng('uniform')
591	77.276μs	77.889μs 0.79%	77.504μs 0.30%	bench_ma.MA.time_masked_array_l100_t100
592	3.226ms	3.240ms 0.43%	3.251ms 0.79%	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(10000)
593	108.819μs	109.671μs 0.78%	109.081μs 0.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 4, 'd')
594	38.758μs	39.061μs 0.78%	39.051μs 0.76%	bench_function_base.Sort.time_sort('heap', 'float64', ('uniform',))
595	35.176μs	35.449μs 0.78%	35.390μs 0.61%	bench_function_base.Sort.time_sort('merge', 'int16', ('random',))
596	53.086μs	53.496μs 0.77%	53.218μs 0.25%	bench_ufunc.CustomInplace.time_char_or
597	102.685ms	102.959ms 0.27%	103.473ms 0.77%	bench_core.CorrConv.time_convolve(100000, 1000, 'same')
598	60.214μs	60.625μs 0.68%	60.673μs 0.76%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint8', (2, 2))
599	9.232ms	9.247ms 0.16%	9.301ms 0.75%	bench_core.CorrConv.time_correlate(1000, 10000, 'valid')
600	117.986ms	118.124ms 0.12%	118.867ms 0.75%	bench_import.Import.time_fft
601	477.127μs	480.570μs 0.72%	478.255μs 0.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 2, 'd')
602	5.681μs	5.691μs 0.17%	5.721μs 0.72%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(range(0, 3))
603	645.193μs	645.819μs 0.10%	649.756μs 0.71%	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 100))
604	1.678μs	1.690μs 0.70%	1.690μs 0.67%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int16'>)
605	2.340ms	2.346ms 0.25%	2.357ms 0.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 4, 'f')
606	115.560μs	115.590μs 0.03%	116.334μs 0.67%	bench_core.UnpackBits.time_unpackbits_axis1_little
607	191.937μs	192.426μs 0.25%	193.221μs 0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 2, 'd')
608	269.454μs	271.192μs 0.65%	270.128μs 0.25%	bench_lib.Nan.time_nanquantile(200, 0.1)
609	35.845μs	36.073μs 0.64%	35.979μs 0.37%	bench_lib.Nan.time_nansum(200, 90.0)
610	619.570μs	622.756μs 0.51%	623.329μs 0.61%	bench_ufunc.UFunc.time_ufunc_types('logaddexp')
611	7.310μs	7.326μs 0.22%	7.354μs 0.59%	bench_scalar.ScalarMath.time_addition_pyint('longfloat')
612	16.791μs	16.807μs 0.10%	16.888μs 0.58%	bench_indexing.ScalarIndexing.time_assign(0)
613	35.390μs	35.461μs 0.20%	35.589μs 0.56%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 1, 'f')
614	805.880μs	810.315μs 0.55%	805.931μs 0.01%	bench_indexing.Indexing.time_op('indexes_rand_', 'I', '')
615	1.443μs	1.450μs 0.52%	1.449μs 0.43%	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(array([5]))
616	407.923μs	409.984μs 0.51%	409.485μs 0.38%	bench_function_base.Sort.time_sort('quick', 'int64', ('random',))
617	27.214μs	27.350μs 0.50%	27.269μs 0.20%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 100)
618	5.053ms	5.078ms 0.50%	5.056ms 0.06%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 10000)
619	23.030μs	23.144μs 0.50%	23.095μs 0.29%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint64'>, 8)
620	58.047μs	58.331μs 0.49%	58.265μs 0.38%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 4, 'f')
621	158.206μs	158.944μs 0.47%	158.619μs 0.26%	bench_lib.Nan.time_nanvar(200, 90.0)
622	9.136ms	9.145ms 0.10%	9.178ms 0.46%	bench_linalg.Eindot.time_dot_trans_a_at
623	9.710μs	9.750μs 0.41%	9.754μs 0.46%	bench_function_base.Sort.time_sort('merge', 'int16', ('ordered',))
624	78.862μs	79.190μs 0.42%	79.208μs 0.44%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int32'>)
625	15.266μs	15.332μs 0.43%	15.321μs 0.36%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 10)
626	20.013μs	20.098μs 0.42%	20.053μs 0.20%	bench_function_base.Sort.time_argsort('merge', 'float64', ('ordered',))
627	49.099μs	49.300μs 0.41%	49.272μs 0.35%	bench_ufunc_strides.AVX_UFunc_log.time_log(2, 'f')
628	627.300μs	628.359μs 0.17%	629.859μs 0.41%	bench_function_base.Select.time_select_larger
629	3.795μs	3.810μs 0.40%	3.809μs 0.36%	bench_itemselection.PutMask.time_dense(True, 'int64')
630	389.644μs	391.004μs 0.35%	391.041μs 0.36%	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 100))
631	958.439μs	958.736μs 0.03%	961.645μs 0.33%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'str'>)
632	193.120ms	193.716ms 0.31%	193.148ms 0.01%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'str'>)
633	126.156μs	126.543μs 0.31%	126.274μs 0.09%	bench_function_base.Sort.time_argsort('quick', 'float64', ('uniform',))
634	66.423μs	66.478μs 0.08%	66.613μs 0.29%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 10)
635	263.169μs	263.844μs 0.26%	263.490μs 0.12%	bench_core.CorrConv.time_convolve(100000, 10, 'full')
636	1.715ms	1.719ms 0.24%	1.719ms 0.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 2, 'd')
637	45.492μs	45.553μs 0.13%	45.599μs 0.24%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint16', (2, 2))
638	9.485ms	9.505ms 0.21%	9.487ms 0.01%	bench_linalg.Eindot.time_matmul_trans_a_atc
639	2.244ms	2.248ms 0.18%	2.244ms 0.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 1, 'f')
640	95.454ms	95.574ms 0.13%	95.561ms 0.11%	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(10000)
641	607.817μs	608.035μs 0.04%	608.329μs 0.08%	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 1000))
642	2.232ms	2.233ms 0.07%	2.233ms 0.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 4, 'f')
643	1.364ms	434.724μs -68.13%	440.224μs -67.73%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 1, 'f')
644	590.861μs	254.708μs -56.89%	255.383μs -56.78%	bench_core.CorrConv.time_correlate(100000, 10, 'full')
645	2.161ms	1.007ms -53.41%	1.014ms -53.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 1, 'f')
646	213.893μs	101.115μs -52.73%	101.154μs -52.71%	bench_lib.Nan.time_nanmin(200000, 0.1)
647	921.544μs	439.704μs -52.29%	441.564μs -52.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 2, 'f')
648	210.770μs	102.161μs -51.53%	102.244μs -51.49%	bench_lib.Nan.time_nanmin(200000, 90.0)
649	202.617μs	100.631μs -50.33%	100.802μs -50.25%	bench_lib.Nan.time_nanmin(200000, 0)
650	1.715ms	882.258μs -48.57%	884.931μs -48.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 1, 'd')
651	1.998ms	1.092ms -45.35%	1.105ms -44.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 1, 'f')
652	936.097μs	521.437μs -44.30%	527.222μs -43.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 4, 'd')
653	2.028ms	1.133ms -44.12%	1.157ms -42.95%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 4, 'f')
654	2.995ms	1.691ms -43.54%	2.998ms 0.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 1, 'f')
655	2.192ms	1.254ms -42.80%	1.257ms -42.62%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 4, 'd')
656	3.048ms	1.760ms -42.27%	3.099ms 1.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 4, 'f')
657	2.106ms	1.256ms -40.34%	1.283ms -39.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 4, 'f')
658	561.286ms	339.985ms -39.43%	406.848ms -27.52%	bench_app.LaplaceInplace.time_it('inplace')
659	2.944ms	1.805ms -38.69%	3.003ms 2.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 4, 'd')
660	3.048ms	2.009ms -34.08%	2.012ms -33.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 2, 'd')
661	2.976ms	1.987ms -33.24%	2.010ms -32.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 2, 'd')
662	131.512μs	89.696μs -31.80%	93.309μs -29.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 1, 'f')
663	3.793ms	2.706ms -28.66%	2.714ms -28.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 1, 'd')
664	588.057μs	439.129μs -25.33%	439.678μs -25.23%	bench_core.CorrConv.time_correlate(50, 10000, 'full')
665	10.735ms	8.101ms -24.54%	8.147ms -24.11%	bench_ufunc.UFunc.time_ufunc_types('expm1')
666	2.368ms	1.807ms -23.66%	1.819ms -23.17%	bench_ufunc.UFunc.time_ufunc_types('cbrt')
667	535.928μs	413.677μs -22.81%	416.446μs -22.29%	bench_core.CorrConv.time_convolve(50, 10000, 'same')
668	4.576ms	3.574ms -21.90%	3.606ms -21.19%	bench_ufunc.UFunc.time_ufunc_types('log10')
669	320.470μs	265.603μs -17.12%	283.935μs -11.40%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 2047])
670	321.935μs	267.926μs -16.78%	289.272μs -10.15%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 1535])
671	1.287ms	1.079ms -16.13%	1.100ms -14.48%	bench_ufunc.UFunc.time_ufunc_types('divide')
672	5.799ms	4.911ms -15.32%	4.917ms -15.21%	bench_ufunc.UFunc.time_ufunc_types('exp2')
673	6.789ms	5.776ms -14.92%	5.895ms -13.17%	bench_ufunc.UFunc.time_ufunc_types('tanh')
674	12.678ms	10.786ms -14.92%	11.016ms -13.11%	bench_ufunc.UFunc.time_ufunc_types('float_power')
675	269.925μs	229.719μs -14.90%	232.144μs -14.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 4, 'd')
676	7.915ms	6.830ms -13.71%	6.835ms -13.65%	bench_ufunc.UFunc.time_ufunc_types('sinh')
677	172.887μs	150.688μs -12.84%	154.406μs -10.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 4, 'f')
678	206.709μs	180.259μs -12.80%	193.893μs -6.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 4, 'd')
679	152.338μs	132.900μs -12.76%	134.765μs -11.54%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 4, 'd')
680	4.622ms	4.044ms -12.51%	4.686ms 1.37%	bench_io.Copy.time_memcpy_large_out_of_place('complex64')
681	73.223μs	64.574μs -11.81%	65.317μs -10.80%	bench_ma.UFunc.time_1d(False, True, 10)
682	337.784μs	298.558μs -11.61%	330.614μs -2.12%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 2047])
683	163.006μs	145.064μs -11.01%	149.612μs -8.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 2, 'd')
684	337.524μs	301.614μs -10.64%	345.744μs 2.44%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 1024])
685	171.600μs	154.427μs -10.01%	159.577μs -7.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 2, 'd')
686	33.151μs	29.912μs -9.77%	30.072μs -9.29%	bench_lib.Nan.time_nancumprod(200, 0.1)
687	2.772ms	2.515ms -9.28%	2.921ms 5.37%	bench_lib.Nan.time_nanquantile(200000, 0)
688	48.975μs	44.699μs -8.73%	45.274μs -7.56%	bench_linalg.Einsum.time_einsum_noncon_contig_contig(<class 'numpy.float64'>)
689	844.801μs	771.936μs -8.63%	806.777μs -4.50%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint64'>, 95])
690	201.319μs	184.359μs -8.42%	186.487μs -7.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 2, 'd')
691	206.898μs	189.541μs -8.39%	198.736μs -3.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 4, 'd')
692	3.185ms	2.921ms -8.32%	2.969ms -6.79%	bench_lib.Nan.time_nanmedian(200000, 0)
693	158.418μs	145.268μs -8.30%	162.821μs 2.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 4, 'f')
694	3.199ms	2.948ms -7.86%	3.142ms -1.80%	bench_lib.Nan.time_nanquantile(200000, 0.1)
695	31.476μs	29.126μs -7.47%	29.439μs -6.47%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex128')
696	15.547μs	14.418μs -7.27%	14.542μs -6.47%	bench_core.CorrConv.time_convolve(50, 100, 'full')
697	3.403ms	3.157ms -7.23%	3.163ms -7.06%	bench_lib.Nan.time_nanpercentile(200000, 0)
698	65.468μs	60.907μs -6.97%	61.062μs -6.73%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 2, 'f')
699	2.677μs	2.493μs -6.89%	2.543μs -5.02%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), subok=True, where=True))
700	509.828μs	475.073μs -6.82%	488.331μs -4.22%	bench_ufunc.UFunc.time_ufunc_types('ceil')
701	3.923μs	3.664μs -6.61%	3.740μs -4.68%	bench_itemselection.PutMask.time_dense(True, 'float32')
702	2.225ms	2.078ms -6.59%	2.186ms -1.72%	bench_lib.Nan.time_nanstd(200000, 2.0)
703	20.052μs	18.748μs -6.50%	18.855μs -5.97%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float64')
704	82.238μs	76.910μs -6.48%	78.557μs -4.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 1, 'd')
705	1.541ms	1.441ms -6.48%	1.486ms -3.52%	bench_core.Core.time_tril_indices_500
706	105.074μs	98.380μs -6.37%	99.013μs -5.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 2, 'd')
707	1.606ms	1.504ms -6.36%	1.681ms 4.62%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint32'>, 1024])
708	291.443μs	272.949μs -6.35%	292.457μs 0.35%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 2047])
709	344.456μs	322.621μs -6.34%	330.791μs -3.97%	bench_indexing.Indexing.time_op('indexes_', 'I', '=1')
710	6.313μs	5.920μs -6.22%	6.028μs -4.51%	bench_io.Copy.time_strided_assign('float32')
711	147.312μs	138.205μs -6.18%	142.304μs -3.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 1, 'd')
712	1.135ms	1.066ms -6.03%	1.082ms -4.61%	bench_ufunc.UFunc.time_ufunc_types('true_divide')
713	783.086μs	735.936μs -6.02%	801.400μs 2.34%	bench_ufunc.UFunc.time_ufunc_types('sign')
714	3.943μs	3.711μs -5.90%	3.725μs -5.55%	bench_itemselection.PutMask.time_dense(True, 'int16')
715	2.840μs	2.674μs -5.83%	2.784μs -1.97%	bench_ufunc.Custom.time_or_bool
716	160.453μs	151.356μs -5.67%	156.581μs -2.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 2, 'd')
717	48.326μs	45.593μs -5.65%	47.176μs -2.38%	bench_ma.Concatenate.time_it('unmasked', 2)
718	85.499μs	80.665μs -5.65%	85.580μs 0.09%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int16'>)
719	30.114μs	28.413μs -5.65%	28.675μs -4.78%	bench_function_base.Sort.time_sort('heap', 'int16', ('uniform',))
720	1.339ms	1.264ms -5.64%	1.319ms -1.51%	bench_random.Shuffle.time_100000
721	3.763μs	3.551μs -5.63%	3.558μs -5.45%	bench_itemselection.PutMask.time_sparse(True, 'int64')
722	324.728μs	306.621μs -5.58%	316.281μs -2.60%	bench_random.RNG.time_32bit('numpy')
723	157.177μs	148.533μs -5.50%	166.069μs 5.66%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 4, 'f')
724	568.353μs	537.205μs -5.48%	550.610μs -3.12%	bench_ufunc.UFunc.time_ufunc_types('equal')
725	5.411ms	5.115ms -5.48%	5.190ms -4.08%	bench_lib.Nan.time_nanpercentile(200000, 50.0)
726	1.759ms	1.664ms -5.39%	1.687ms -4.06%	bench_core.Indices.time_indices
727	65.557μs	62.072μs -5.31%	62.717μs -4.33%	bench_core.PackBits.time_packbits_little(<class 'numpy.uint64'>)
728	6.818μs	6.458μs -5.29%	6.472μs -5.08%	bench_io.Copy.time_cont_assign('float64')
729	444.052μs	420.689μs -5.26%	440.104μs -0.89%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int32'>)
730	129.334μs	122.546μs -5.25%	125.215μs -3.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 4, 'd')
731	735.052μs	696.707μs -5.22%	746.540μs 1.56%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 64])
732	14.414ms	13.665ms -5.20%	13.851ms -3.91%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 30000)
733	13.999μs	13.277μs -5.16%	13.366μs -4.52%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex128')
734	56.045μs	53.157μs -5.15%	53.234μs -5.02%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint64', (2, 2))
735	156.666μs	148.652μs -5.12%	154.426μs -1.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 4, 'f')
736	360.630μs	342.245μs -5.10%	350.390μs -2.84%	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 1000))
737	2.775ms	2.634ms -5.07%	2.790ms 0.53%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int16'>)
738	1.099ms	1.043ms -5.05%	1.132ms 3.04%	bench_random.RNG.time_normal_zig('PCG64')
739	243.212μs	230.980μs -5.03%	279.003μs 14.72%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 95])
740	52.478μs	49.839μs -5.03%	51.788μs -1.32%	bench_ma.UFunc.time_scalar_1d(False, False, 100)
741	113.478μs	107.807μs -5.00%	109.020μs -3.93%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 4, 'd')
742	2.755ms	2.618ms -4.97%	2.658ms -3.50%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint64', (2, 2))
743	13.581μs	12.912μs -4.93%	12.930μs -4.79%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'longfloat')
744	78.348μs	74.547μs -4.85%	76.021μs -2.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 4, 'f')
745	3.188ms	3.034ms -4.83%	3.284ms 2.99%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int32'>)
746	31.783μs	30.259μs -4.79%	31.321μs -1.45%	bench_lib.Nan.time_nancumsum(200, 0.1)
747	155.431μs	147.987μs -4.79%	167.476μs 7.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 4, 'f')
748	104.867μs	99.883μs -4.75%	102.229μs -2.52%	bench_lib.Nan.time_nanmax(200000, 2.0)
749	689.388μs	656.787μs -4.73%	662.212μs -3.94%	bench_ufunc.UFunc.time_ufunc_types('conjugate')
750	7.685μs	7.322μs -4.72%	7.355μs -4.29%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float16')
751	1.601ms	1.526ms -4.69%	1.558ms -2.72%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int32'>)
752	34.344μs	32.742μs -4.66%	33.203μs -3.32%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 1, 'F')
753	5.318μs	5.071μs -4.65%	5.814μs 9.32%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float16')
754	10.127μs	9.658μs -4.63%	9.795μs -3.29%	bench_ufunc.CustomScalar.time_less_than_scalar2(<class 'numpy.float32'>)
755	783.249μs	747.974μs -4.50%	757.538μs -3.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 4, 'd')
756	7.538ms	7.199ms -4.49%	7.390ms -1.96%	bench_io.Copy.time_memcpy_large_out_of_place('complex128')
757	81.204μs	77.611μs -4.42%	79.789μs -1.74%	bench_ma.UFunc.time_scalar_1d(False, True, 100)
758	165.047μs	157.748μs -4.42%	160.954μs -2.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 1, 'd')
759	64.454μs	61.608μs -4.42%	66.277μs 2.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 2, 'f')
760	156.886μs	149.976μs -4.40%	155.295μs -1.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 4, 'f')
761	417.952μs	399.619μs -4.39%	407.304μs -2.55%	bench_ma.Concatenate.time_it('unmasked', 100)
762	817.361μs	781.650μs -4.37%	803.079μs -1.75%	bench_reduce.AddReduceSeparate.time_reduce(1, 'int16')
763	19.719μs	18.860μs -4.36%	18.887μs -4.22%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int64')
764	517.487μs	494.982μs -4.35%	504.164μs -2.57%	bench_ufunc.UFunc.time_ufunc_types('fabs')
765	6.018ms	5.758ms -4.31%	6.235ms 3.61%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int64'>)
766	142.545ms	136.428ms -4.29%	138.558ms -2.80%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 300000)
767	821.208μs	786.007μs -4.29%	825.293μs 0.50%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'bool'>)
768	54.929μs	52.593μs -4.25%	53.814μs -2.03%	bench_lib.Nan.time_nanargmax(200, 0.1)
769	7.642μs	7.319μs -4.23%	7.383μs -3.39%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int32')
770	534.808μs	512.391μs -4.19%	568.892μs 6.37%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int64'>)
771	1.050μs	1.007μs -4.17%	1.026μs -2.28%	bench_scalar.ScalarMath.time_addition('complex256')
772	259.076μs	248.394μs -4.12%	255.015μs -1.57%	bench_reduce.AddReduceSeparate.time_reduce(1, 'float32')
773	1.861ms	1.784ms -4.10%	1.879ms 0.98%	bench_shape_base.Block.time_block_complicated(100)
774	79.378μs	76.129μs -4.09%	77.396μs -2.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 4, 'f')
775	2.572ms	2.467ms -4.08%	2.506ms -2.57%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int8'>)
776	3.067ms	2.943ms -4.04%	3.278ms 6.91%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int32'>)
777	320.673μs	307.760μs -4.03%	313.215μs -2.33%	bench_ufunc.CustomInplace.time_int_or_temp
778	21.129μs	20.285μs -3.99%	21.365μs 1.11%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 4, 'F')
779	452.838μs	434.784μs -3.99%	441.389μs -2.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 2, 'f')
780	517.919μs	497.368μs -3.97%	501.505μs -3.17%	bench_ufunc.UFunc.time_ufunc_types('deg2rad')
781	9.817μs	9.428μs -3.97%	9.500μs -3.23%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int32')
782	1.032ms	991.426μs -3.96%	1.025ms -0.73%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 4, 'd')
783	1.059ms	1.018ms -3.96%	1.073ms 1.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 4, 'd')
784	1.425ms	1.369ms -3.93%	1.431ms 0.43%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('float64'), 3000)
785	44.003μs	42.281μs -3.91%	46.290μs 5.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 1, 'f')
786	1.259ms	1.210ms -3.90%	1.216ms -3.43%	bench_lib.Nan.time_nanprod(200000, 0)
787	10.370μs	9.967μs -3.89%	10.156μs -2.06%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, 43)
788	6.647μs	6.390μs -3.87%	6.454μs -2.90%	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(range(0, 3))
789	228.549μs	219.715μs -3.87%	222.635μs -2.59%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint8', (4, 4))
790	15.536μs	14.939μs -3.84%	14.986μs -3.54%	bench_function_base.Sort.time_argsort('merge', 'int64', ('ordered',))
791	42.950μs	41.304μs -3.83%	41.734μs -2.83%	bench_io.CopyTo.time_copyto_sparse
792	3.961ms	3.810ms -3.82%	3.873ms -2.21%	bench_ufunc.UFunc.time_ufunc_types('arctanh')
793	11.027μs	10.608μs -3.80%	10.663μs -3.30%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint8'>, 43)
794	576.379μs	554.505μs -3.80%	559.058μs -3.01%	bench_ufunc.UFunc.time_ufunc_types('not_equal')
795	4.194ms	4.036ms -3.77%	4.479ms 6.80%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'numpy.int64'>)
796	2.366μs	2.277μs -3.77%	2.331μs -1.48%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.)))
797	115.274μs	110.934μs -3.77%	112.761μs -2.18%	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 100))
798	2.345ms	2.257ms -3.75%	2.280ms -2.75%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 3000)
799	2.141ms	2.061ms -3.74%	2.099ms -1.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 4, 'f')
800	101.367μs	97.639μs -3.68%	100.174μs -1.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 2, 'd')
801	10.948μs	10.546μs -3.68%	10.834μs -1.04%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float16')
802	35.175μs	33.884μs -3.67%	34.449μs -2.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 1, 'f')
803	2.824μs	2.721μs -3.66%	2.729μs -3.38%	bench_array_coercion.ArrayCoercionSmall.time_array([1])
804	170.552μs	164.316μs -3.66%	178.150μs 4.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 4, 'd')
805	3.174ms	3.058ms -3.65%	3.129ms -1.41%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint64', (4, 4))
806	4.471μs	4.309μs -3.64%	4.523μs 1.14%	bench_core.CorrConv.time_correlate(50, 10, 'full')
807	20.647μs	19.899μs -3.62%	25.235μs 22.22%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 2, 'D')
808	103.993μs	100.247μs -3.60%	100.715μs -3.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 2, 'd')
809	234.357ms	226.013ms -3.56%	231.968ms -1.02%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 300000)
810	15.262μs	14.720μs -3.55%	14.763μs -3.27%	bench_function_base.Sort.time_argsort('merge', 'int16', ('ordered',))
811	56.417μs	54.424μs -3.53%	57.162μs 1.32%	bench_scalar.ScalarMath.time_power_of_two('int16')
812	35.963μs	34.694μs -3.53%	35.799μs -0.46%	bench_lib.Nan.time_nanprod(200, 0)
813	33.362μs	32.206μs -3.46%	32.876μs -1.46%	bench_shape_base.Block.time_block_simple_column_wise(1)
814	13.479μs	13.014μs -3.45%	13.106μs -2.77%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float64')
815	3.372μs	3.256μs -3.45%	3.340μs -0.94%	bench_ufunc.Scalar.time_add_scalar_conv_complex
816	4.400μs	4.250μs -3.42%	4.364μs -0.82%	bench_core.CorrConv.time_correlate(50, 10, 'valid')
817	599.246μs	578.811μs -3.41%	580.447μs -3.14%	bench_shape_base.Block.time_block_simple_column_wise(100)
818	499.347μs	482.345μs -3.40%	483.744μs -3.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 1, 'f')
819	512.464μs	495.055μs -3.40%	504.641μs -1.53%	bench_ufunc.UFunc.time_ufunc_types('rad2deg')
820	1.816μs	1.754μs -3.37%	1.775μs -2.24%	bench_core.Core.time_arange_100
821	897.392μs	867.466μs -3.33%	891.463μs -0.66%	bench_ufunc.UFunc.time_ufunc_types('minimum')
822	321.824μs	311.109μs -3.33%	315.336μs -2.02%	bench_shape_base.Block.time_block_simple_row_wise(100)
823	36.151μs	34.948μs -3.33%	36.198μs 0.13%	bench_lib.Nan.time_nansum(200, 0.1)
824	55.605μs	53.759μs -3.32%	59.095μs 6.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 1, 'd')
825	1.179ms	1.140ms -3.28%	1.174ms -0.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 4, 'f')
826	86.194μs	83.392μs -3.25%	88.185μs 2.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 1, 'd')
827	3.824ms	3.701ms -3.23%	3.734ms -2.35%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int8'>)
828	123.843ms	119.858ms -3.22%	124.368ms 0.42%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 30000)
829	17.197μs	16.644μs -3.21%	17.067μs -0.76%	bench_ufunc.CustomScalar.time_add_scalar2(<class 'numpy.float64'>)
830	143.284μs	138.720μs -3.18%	141.285μs -1.39%	bench_linalg.Linalg.time_op('norm', 'complex128')
831	546.649μs	529.242μs -3.18%	542.672μs -0.73%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint16', (2, 2))
832	130.750μs	126.648μs -3.14%	129.966μs -0.60%	bench_shape_base.Block.time_block_complicated(10)
833	171.020μs	165.673μs -3.13%	172.766μs 1.02%	bench_random.Permutation.time_permutation_int
834	13.611μs	13.186μs -3.12%	13.600μs -0.08%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex64')
835	310.939μs	301.230μs -3.12%	306.776μs -1.34%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint32', (2, 2))
836	2.561μs	2.481μs -3.10%	2.535μs -1.01%	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(1)
837	336.609μs	326.194μs -3.09%	341.148μs 1.35%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 2047])
838	62.724μs	60.793μs -3.08%	69.981μs 11.57%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int8'>)
839	1.228ms	1.190ms -3.05%	1.314ms 7.00%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 1024])
840	303.452μs	294.205μs -3.05%	298.516μs -1.63%	bench_lib.Nan.time_nanpercentile(200, 90.0)
841	164.117μs	159.134μs -3.04%	162.566μs -0.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 4, 'd')
842	21.638μs	20.981μs -3.04%	21.282μs -1.65%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'longfloat')
843	187.808μs	182.125μs -3.03%	249.311μs 32.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 4, 'd')
844	35.188μs	34.140μs -2.98%	34.674μs -1.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 1, 'f')
845	1.236ms	1.199ms -2.96%	1.278ms 3.38%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 1, 'd')
846	5.782μs	5.612μs -2.94%	5.656μs -2.17%	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(range(0, 3))
847	126.825μs	123.098μs -2.94%	135.408μs 6.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 4, 'd')
848	4.007ms	3.890ms -2.93%	3.952ms -1.37%	bench_core.Temporaries.time_large
849	82.039μs	79.649μs -2.91%	80.965μs -1.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 1, 'd')
850	1.461ms	1.419ms -2.88%	1.419ms -2.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 2, 'd')
851	2.313ms	2.247ms -2.86%	2.288ms -1.10%	bench_lib.Nan.time_nanprod(200000, 50.0)
852	335.415μs	325.867μs -2.85%	332.261μs -0.94%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 1535])
853	64.652μs	62.825μs -2.83%	62.990μs -2.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 2, 'd')
854	1.585ms	1.540ms -2.80%	1.555ms -1.88%	bench_lib.Nan.time_nansum(200000, 90.0)
855	10.362μs	10.071μs -2.80%	10.251μs -1.07%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, 8)
856	13.868μs	13.480μs -2.80%	13.540μs -2.37%	bench_function_base.Sort.time_sort('merge', 'int64', ('uniform',))
857	82.490μs	80.186μs -2.79%	81.041μs -1.76%	bench_ufunc.Custom.time_nonzero
858	282.582μs	274.705μs -2.79%	284.674μs 0.74%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint32'>, 2047])
859	19.231μs	18.698μs -2.77%	18.886μs -1.79%	bench_io.CopyTo.time_copyto
860	37.867μs	36.818μs -2.77%	37.039μs -2.19%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex256')
861	37.792μs	36.749μs -2.76%	36.953μs -2.22%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex256')
862	30.693μs	29.850μs -2.75%	30.022μs -2.19%	bench_lib.Nan.time_nancumprod(200, 2.0)
863	2.249μs	2.188μs -2.72%	2.226μs -1.00%	bench_indexing.IndexingStructured0D.time_array_slice
864	83.502μs	81.241μs -2.71%	82.017μs -1.78%	bench_shape_base.Block.time_block_complicated(1)
865	146.565μs	142.600μs -2.71%	147.315μs 0.51%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint64', (4, 4))
866	36.773μs	35.779μs -2.70%	36.104μs -1.82%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex256')
867	2.812μs	2.737μs -2.68%	2.754μs -2.05%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int16'>)
868	1.127ms	1.097ms -2.68%	1.106ms -1.84%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint32', (4, 4))
869	10.049μs	9.781μs -2.68%	10.480μs 4.28%	bench_reduce.ArgMax.time_argmax(<class 'bool'>)
870	9.748μs	9.488μs -2.67%	9.645μs -1.06%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float64')
871	4.137μs	4.027μs -2.66%	4.059μs -1.89%	bench_array_coercion.ArrayCoercionSmall.time_array(range(0, 3))
872	23.156ms	22.541ms -2.65%	22.918ms -1.03%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('complex128'), 30000)
873	2.318ms	2.257ms -2.65%	2.294ms -1.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 1, 'd')
874	1.986μs	1.934μs -2.64%	2.116μs 6.53%	bench_io.Copy.time_cont_assign('int8')
875	2.360μs	2.298μs -2.64%	2.384μs 1.00%	bench_ufunc.Custom.time_not_bool
876	97.917μs	95.330μs -2.64%	101.649μs 3.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 4, 'f')
877	2.119ms	2.063ms -2.63%	2.103ms -0.73%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint64', (2, 2))
878	489.827μs	477.004μs -2.62%	483.027μs -1.39%	bench_ufunc.UFunc.time_ufunc_types('trunc')
879	26.261μs	25.577μs -2.60%	25.721μs -2.05%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'bool'>)
880	178.587μs	173.940μs -2.60%	188.682μs 5.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 4, 'd')
881	164.656μs	160.383μs -2.60%	177.137μs 7.58%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 4, 'd')
882	63.960μs	62.307μs -2.58%	64.208μs 0.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 2, 'd')
883	1.968ms	1.918ms -2.57%	1.936ms -1.66%	bench_lib.Nan.time_nanvar(200000, 0)
884	1.050ms	1.024ms -2.53%	1.054ms 0.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 1, 'd')
885	170.408μs	166.095μs -2.53%	169.033μs -0.81%	bench_lib.Nan.time_nanstd(200, 2.0)
886	507.100μs	494.277μs -2.53%	504.527μs -0.51%	bench_ma.Concatenate.time_it('masked', 100)
887	544.747μs	530.979μs -2.53%	537.949μs -1.25%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint64', (2, 2))
888	265.494μs	258.788μs -2.53%	288.908μs 8.82%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint32'>, 1024])
889	15.680μs	15.288μs -2.51%	15.982μs 1.92%	bench_ma.Indexing.time_1d(False, 2, 1000)
890	1.011ms	986.191μs -2.50%	1.002ms -0.90%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint32', (2, 2))
891	439.279μs	428.379μs -2.48%	434.204μs -1.16%	bench_ufunc.UFunc.time_ufunc_types('copysign')
892	3.428ms	3.343ms -2.47%	3.387ms -1.19%	bench_ufunc.UFunc.time_ufunc_types('log2')
893	3.560μs	3.472μs -2.46%	3.581μs 0.60%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'numpy.int32'>)
894	192.834μs	188.109μs -2.45%	188.616μs -2.19%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint16', (2, 2))
895	15.518μs	15.139μs -2.44%	15.192μs -2.10%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'bool'>)
896	4.276ms	4.172ms -2.44%	4.381ms 2.45%	bench_io.Copy.time_memcpy_large_out_of_place('float64')
897	37.247μs	36.339μs -2.44%	36.425μs -2.21%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex256')
898	440.739μs	430.025μs -2.43%	454.067μs 3.02%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 1535])
899	605.234μs	590.672μs -2.41%	603.700μs -0.25%	bench_ufunc.UFunc.time_ufunc_types('logical_xor')
900	3.117μs	3.042μs -2.40%	3.061μs -1.77%	bench_ufunc.Scalar.time_add_scalar_conv
901	15.308μs	14.940μs -2.40%	15.502μs 1.27%	bench_ma.Indexing.time_1d(False, 1, 1000)
902	164.623μs	160.680μs -2.40%	163.734μs -0.54%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 4, 'd')
903	159.279μs	155.472μs -2.39%	158.892μs -0.24%	bench_lib.Nan.time_nanvar(200, 0.1)
904	11.893ms	11.609ms -2.39%	11.641ms -2.12%	bench_reduce.AddReduce.time_axis_1
905	1.328ms	1.296ms -2.39%	1.312ms -1.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 4, 'd')
906	928.143μs	906.008μs -2.38%	913.342μs -1.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 2, 'f')
907	763.764μs	745.650μs -2.37%	748.936μs -1.94%	bench_ufunc.UFunc.time_ufunc_types('square')
908	440.050μs	429.704μs -2.35%	499.796μs 13.58%	bench_random.RNG.time_32bit('Philox')
909	2.633ms	2.571ms -2.35%	2.574ms -2.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 4, 'd')
910	1.017ms	993.384μs -2.34%	1.005ms -1.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 4, 'd')
911	165.880μs	162.009μs -2.33%	164.541μs -0.81%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint32', (4, 4))
912	131.309μs	128.273μs -2.31%	131.513μs 0.16%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint8', (2, 2))
913	459.517μs	448.900μs -2.31%	449.113μs -2.26%	bench_function_base.Sort.time_sort('merge', 'int64', ('random',))
914	59.146μs	57.784μs -2.30%	59.333μs 0.32%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 100)
915	143.803μs	140.495μs -2.30%	146.366μs 1.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 2, 'f')
916	1.028ms	1.005ms -2.28%	1.012ms -1.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 1, 'd')
917	36.853μs	36.014μs -2.28%	37.622μs 2.09%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'bool'>)
918	36.994μs	36.153μs -2.27%	36.985μs -0.02%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex256')
919	582.678μs	569.584μs -2.25%	589.874μs 1.24%	bench_ufunc.UFunc.time_ufunc_types('less_equal')
920	124.204μs	121.415μs -2.25%	124.294μs 0.07%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 4, 'd')
921	1.807μs	1.766μs -2.24%	1.776μs -1.71%	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(array([5]))
922	2.268ms	2.217ms -2.24%	2.250ms -0.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 1, 'f')
923	683.888μs	668.600μs -2.24%	672.663μs -1.64%	bench_ufunc.UFunc.time_ufunc_types('conj')
924	1.583ms	1.548ms -2.23%	1.633ms 3.16%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 2, 'd')
925	294.641μs	288.092μs -2.22%	295.121μs 0.16%	bench_lib.Nan.time_nanquantile(200, 90.0)
926	581.983μs	569.058μs -2.22%	580.711μs -0.22%	bench_ufunc.UFunc.time_ufunc_types('greater_equal')
927	647.137ns	632.926ns -2.20%	638.890ns -1.27%	bench_ufunc.UFunc.time_ufunc_types('isnat')
928	101.110μs	98.890μs -2.20%	102.637μs 1.51%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 2, 'd')
929	3.607ms	3.529ms -2.19%	3.551ms -1.56%	bench_lib.Nan.time_nanpercentile(200000, 90.0)
930	1.046ms	1.023ms -2.18%	1.026ms -1.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 1, 'f')
931	1.636ms	1.601ms -2.17%	1.614ms -1.38%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 4, 'd')
932	654.825μs	640.662μs -2.16%	648.725μs -0.93%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint16', (4, 4))
933	65.570μs	64.161μs -2.15%	71.761μs 9.44%	bench_ma.UFunc.time_1d(True, False, 10)
934	1.310μs	1.282μs -2.15%	1.337μs 2.05%	bench_overrides.ArrayFunction.time_mock_concatenate_mixed
935	248.221μs	242.907μs -2.14%	271.349μs 9.32%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 95])
936	1.475ms	1.444ms -2.14%	1.680ms 13.89%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 1, 'd')
937	2.608ms	2.552ms -2.14%	2.668ms 2.30%	bench_reduce.AddReduceSeparate.time_reduce(0, 'longfloat')
938	1.467ms	1.436ms -2.14%	2.444ms 66.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 4, 'f')
939	588.102μs	575.611μs -2.12%	579.755μs -1.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 2, 'f')
940	181.488μs	177.635μs -2.12%	178.510μs -1.64%	bench_ufunc.UFunc.time_ufunc_types('isnan')
941	4.063μs	3.977μs -2.12%	4.010μs -1.32%	bench_itemselection.PutMask.time_dense(False, 'int16')
942	503.542μs	492.891μs -2.12%	497.100μs -1.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 2, 'f')
943	162.422μs	158.988μs -2.11%	183.839μs 13.19%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 4, 'd')
944	4.059μs	3.973μs -2.11%	3.996μs -1.56%	bench_itemselection.PutMask.time_dense(False, 'float32')
945	3.582μs	3.506μs -2.11%	3.560μs -0.61%	bench_itemselection.PutMask.time_sparse(True, 'complex64')
946	617.717μs	604.859μs -2.08%	605.311μs -2.01%	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 1000))
947	2.487μs	2.436μs -2.08%	2.467μs -0.83%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), subok=True))
948	42.898μs	42.011μs -2.07%	42.449μs -1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 2, 'f')
949	4.038μs	3.954μs -2.07%	3.993μs -1.10%	bench_itemselection.PutMask.time_sparse(False, 'int16')
950	150.670μs	147.556μs -2.07%	153.333μs 1.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 2, 'f')
951	65.603μs	64.249μs -2.06%	64.287μs -2.01%	bench_scalar.ScalarMath.time_power_of_two('complex64')
952	6.656μs	6.520μs -2.05%	6.550μs -1.60%	bench_itemselection.PutMask.time_dense(False, 'complex256')
953	111.478μs	109.194μs -2.05%	109.300μs -1.95%	bench_function_base.Sort.time_sort('quick', 'float64', ('uniform',))
954	795.086μs	778.829μs -2.04%	789.257μs -0.73%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 2, 'd')
955	9.932μs	9.729μs -2.04%	9.846μs -0.86%	bench_core.CorrConv.time_convolve(50, 10, 'valid')
956	74.477μs	72.957μs -2.04%	75.114μs 0.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 4, 'f')
957	4.195ms	4.110ms -2.02%	4.233ms 0.91%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'numpy.int64'>)
958	442.146ms	433.200ms -2.02%	436.983ms -1.17%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 30000)
959	15.778μs	15.460μs -2.02%	22.530μs 42.79%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 1, 'D')
960	13.594μs	13.322μs -2.00%	13.374μs -1.62%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 2, 'D')
961	1.213ms	1.189ms -2.00%	1.199ms -1.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 1, 'f')
962	54.237μs	53.153μs -2.00%	54.390μs 0.28%	bench_lib.Nan.time_nanargmax(200, 2.0)
963	36.631μs	35.900μs -2.00%	36.616μs -0.04%	bench_indexing.ScalarIndexing.time_index(2)
964	408.108μs	399.962μs -2.00%	412.134μs 0.99%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint32', (4, 4))
965	45.029μs	44.131μs -1.99%	44.441μs -1.30%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint8', (2, 2))
966	43.349ms	42.487ms -1.99%	43.443ms 0.22%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 3000)
967	4.017μs	3.937μs -1.99%	3.965μs -1.28%	bench_indexing.IndexingStructured0D.time_scalar_slice
968	11.770μs	11.537μs -1.98%	11.649μs -1.03%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint16'>, 8)
969	2.350ms	2.304ms -1.96%	2.319ms -1.33%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 2, 'd')
970	692.646μs	679.073μs -1.96%	741.007μs 6.98%	bench_ufunc.UFunc.time_ufunc_types('nextafter')
971	286.646μs	281.030μs -1.96%	293.447μs 2.37%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint16', (4, 4))
972	164.626μs	161.402μs -1.96%	162.328μs -1.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 4, 'd')
973	17.855μs	17.506μs -1.96%	32.230μs 80.51%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 2, 'F')
974	1.411ms	1.383ms -1.94%	2.221ms 57.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 4, 'd')
975	2.519μs	2.470μs -1.94%	2.534μs 0.58%	bench_array_coercion.ArrayCoercionSmall.time_array_subok(1)
976	662.212μs	649.381μs -1.94%	697.319μs 5.30%	bench_ma.Concatenate.time_it('unmasked+masked', 100)
977	259.364μs	254.360μs -1.93%	296.142μs 14.18%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 1024])
978	1.846ms	1.811ms -1.93%	1.816ms -1.62%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint32', (2, 2))
979	54.013μs	52.974μs -1.92%	54.193μs 0.33%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 1, 'd')
980	167.584μs	164.360μs -1.92%	164.748μs -1.69%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 127])
981	9.739μs	9.552μs -1.91%	9.788μs 0.51%	bench_reduce.AnyAll.time_all_slow
982	1.962ms	1.924ms -1.91%	1.954ms -0.41%	bench_lib.Nan.time_nanstd(200000, 0.1)
983	35.595μs	34.918μs -1.90%	36.452μs 2.41%	bench_function_base.Sort.time_sort('merge', 'int16', ('sorted_block', 100))
984	72.097μs	70.731μs -1.89%	71.312μs -1.09%	bench_function_base.Median.time_even_small
985	1.153ms	1.131ms -1.89%	1.151ms -0.19%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 4, 'd')
986	28.787μs	28.244μs -1.89%	28.507μs -0.97%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'bool'>)
987	2.903μs	2.848μs -1.88%	2.957μs 1.85%	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(5)
988	144.256μs	141.539μs -1.88%	143.035μs -0.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 1, 'd')
989	835.084μs	819.401μs -1.88%	1.623ms 94.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 4, 'd')
990	223.125μs	218.935μs -1.88%	223.911μs 0.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 4, 'd')
991	3.966ms	3.892ms -1.86%	4.042ms 1.93%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int16'>)
992	5.038μs	4.945μs -1.86%	5.129μs 1.79%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float16')
993	42.448μs	41.663μs -1.85%	42.482μs 0.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 2, 'f')
994	618.885μs	607.450μs -1.85%	614.200μs -0.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 4, 'f')
995	13.919μs	13.664μs -1.84%	13.694μs -1.62%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int64')
996	858.901μs	843.175μs -1.83%	858.047μs -0.10%	bench_ufunc.UFunc.time_ufunc_types('add')
997	10.299μs	10.112μs -1.82%	10.121μs -1.73%	bench_reduce.AnyAll.time_any_slow
998	63.429μs	62.282μs -1.81%	62.989μs -0.69%	bench_ufunc.CustomInplace.time_int_or
999	124.338μs	122.096μs -1.80%	128.796μs 3.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 4, 'd')
1000	1.073ms	1.054ms -1.80%	1.059ms -1.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 4, 'f')
1001	592.923μs	582.272μs -1.80%	582.558μs -1.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 1, 'f')
1002	191.164μs	187.734μs -1.79%	188.850μs -1.21%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint64', (2, 2))
1003	200.730μs	197.129μs -1.79%	201.379μs 0.32%	bench_reduce.AddReduceSeparate.time_reduce(0, 'float32')
1004	4.072μs	3.999μs -1.79%	4.029μs -1.05%	bench_itemselection.PutMask.time_dense(False, 'int32')
1005	81.085μs	79.634μs -1.79%	85.743μs 5.75%	bench_ma.UFunc.time_1d(False, True, 1000)
1006	3.546ms	3.483ms -1.79%	3.510ms -1.03%	bench_linalg.Linalg.time_op('svd', 'int16')
1007	95.832μs	94.121μs -1.79%	94.960μs -0.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 4, 'd')
1008	3.607μs	3.542μs -1.78%	3.621μs 0.39%	bench_itemselection.PutMask.time_sparse(True, 'complex256')
1009	71.615ms	70.339ms -1.78%	74.892ms 4.58%	bench_ma.Concatenate.time_it('ndarray+masked', 2000)
1010	890.200μs	874.383μs -1.78%	880.675μs -1.07%	bench_function_base.Sort.time_argsort('heap', 'float64', ('random',))
1011	3.609μs	3.546μs -1.77%	3.607μs -0.07%	bench_itemselection.PutMask.time_sparse(True, 'longfloat')
1012	287.762μs	282.697μs -1.76%	290.319μs 0.89%	bench_lib.Nan.time_nanquantile(200, 2.0)
1013	171.102μs	168.113μs -1.75%	190.693μs 11.45%	bench_lib.Nan.time_nanstd(200, 50.0)
1014	64.595μs	63.481μs -1.73%	64.021μs -0.89%	bench_core.PackBits.time_packbits(<class 'numpy.uint64'>)
1015	179.488μs	176.399μs -1.72%	177.340μs -1.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 2, 'd')
1016	957.791μs	941.327μs -1.72%	1.025ms 7.05%	bench_linalg.Einsum.time_einsum_mul(<class 'numpy.float32'>)
1017	50.038μs	49.183μs -1.71%	49.222μs -1.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 4, 'f')
1018	1.138ms	1.119ms -1.70%	1.124ms -1.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 4, 'f')
1019	61.353μs	60.312μs -1.70%	60.465μs -1.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 4, 'f')
1020	4.105μs	4.036μs -1.70%	4.052μs -1.31%	bench_array_coercion.ArrayCoercionSmall.time_asarray(range(0, 3))
1021	275.185μs	270.528μs -1.69%	283.644μs 3.07%	bench_lib.Nan.time_nanquantile(200, 0)
1022	297.440μs	292.450μs -1.68%	298.134μs 0.23%	bench_lib.Nan.time_nanpercentile(200, 2.0)
1023	743.728μs	731.257μs -1.68%	755.971μs 1.65%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint8', (4, 4))
1024	88.567μs	87.082μs -1.68%	88.968μs 0.45%	bench_linalg.Linalg.time_op('norm', 'int64')
1025	495.632μs	487.346μs -1.67%	494.777μs -0.17%	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 1000))
1026	3.570ms	3.511ms -1.67%	3.549ms -0.58%	bench_ufunc.UFunc.time_ufunc_types('arctan')
1027	342.684μs	336.971μs -1.67%	364.003μs 6.22%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint16'>, 1024])
1028	36.200μs	35.599μs -1.66%	36.086μs -0.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 1, 'f')
1029	55.523μs	54.601μs -1.66%	61.897μs 11.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 2, 'f')
1030	1.582ms	1.556ms -1.66%	1.564ms -1.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 4, 'd')
1031	642.950μs	632.318μs -1.65%	641.944μs -0.16%	bench_shape_base.Block2D.time_block2d((256, 256), 'uint64', (4, 4))
1032	6.059ms	5.959ms -1.65%	6.238ms 2.95%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'numpy.int64'>)
1033	30.825μs	30.318μs -1.64%	30.567μs -0.84%	bench_lib.Nan.time_nancumprod(200, 0)
1034	540.710μs	531.855μs -1.64%	542.216μs 0.28%	bench_random.Random.time_rng('weibull 1')
1035	54.301μs	53.413μs -1.63%	54.060μs -0.44%	bench_lib.Nan.time_nanargmin(200, 0)
1036	422.328μs	415.462μs -1.63%	421.850μs -0.11%	bench_ma.Concatenate.time_it('ndarray', 100)
1037	54.918ms	54.031ms -1.62%	56.126ms 2.20%	bench_ma.Concatenate.time_it('ndarray', 2000)
1038	3.781μs	3.720μs -1.61%	3.755μs -0.67%	bench_itemselection.PutMask.time_dense(True, 'int32')
1039	7.823ms	7.698ms -1.60%	7.716ms -1.37%	bench_linalg.Einsum.time_einsum_noncon_outer(<class 'numpy.float64'>)
1040	36.733μs	36.148μs -1.59%	36.563μs -0.46%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex256')
1041	621.365μs	611.506μs -1.59%	659.977μs 6.21%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 95])
1042	16.279μs	16.021μs -1.59%	16.193μs -0.53%	bench_function_base.Sort.time_sort('merge', 'float64', ('uniform',))
1043	39.575μs	38.949μs -1.58%	39.294μs -0.71%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 1, 'd')
1044	66.620μs	65.569μs -1.58%	66.308μs -0.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 4, 'f')
1045	13.706μs	13.491μs -1.56%	13.784μs 0.57%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 10)
1046	239.693μs	235.993μs -1.54%	248.618μs 3.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 4, 'd')
1047	78.581μs	77.369μs -1.54%	77.688μs -1.14%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int32'>)
1048	13.711μs	13.500μs -1.54%	13.606μs -0.76%	bench_function_base.Sort.time_sort('merge', 'int64', ('ordered',))
1049	27.224μs	26.806μs -1.54%	26.849μs -1.38%	bench_indexing.ScalarIndexing.time_assign(1)
1050	874.600μs	861.216μs -1.53%	869.925μs -0.53%	bench_ufunc.UFunc.time_ufunc_types('multiply')
1051	7.406μs	7.294μs -1.51%	7.296μs -1.49%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int32')
1052	513.129μs	505.430μs -1.50%	514.605μs 0.29%	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 10))
1053	7.267μs	7.158μs -1.50%	7.164μs -1.42%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float16')
1054	124.975μs	123.102μs -1.50%	126.523μs 1.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 4, 'd')
1055	13.621μs	13.418μs -1.49%	13.557μs -0.47%	bench_scalar.ScalarMath.time_addition_pyint('float32')
1056	915.809μs	902.259μs -1.48%	903.050μs -1.39%	bench_ufunc.UFunc.time_ufunc_types('fmin')
1057	4.538μs	4.471μs -1.48%	4.556μs 0.39%	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(range(0, 3))
1058	1.145ms	1.128ms -1.47%	1.159ms 1.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 4, 'f')
1059	19.336μs	19.052μs -1.47%	19.203μs -0.69%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int16'>)
1060	34.440μs	33.935μs -1.47%	34.316μs -0.36%	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(20)
1061	20.756μs	20.453μs -1.46%	20.826μs 0.34%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'longfloat')
1062	66.554μs	65.583μs -1.46%	67.085μs 0.80%	bench_ma.UFunc.time_1d(True, True, 1000)
1063	49.070μs	48.354μs -1.46%	52.401μs 6.79%	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 1000))
1064	78.227μs	77.095μs -1.45%	77.727μs -0.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 4, 'f')
1065	1.062ms	1.046ms -1.45%	1.057ms -0.48%	bench_ufunc.UFunc.time_ufunc_types('abs')
1066	9.815μs	9.674μs -1.44%	9.777μs -0.39%	bench_function_base.Sort.time_sort('merge', 'int16', ('uniform',))
1067	485.331μs	478.345μs -1.44%	481.150μs -0.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 4, 'f')
1068	4.755ms	4.687ms -1.43%	4.837ms 1.73%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int32'>)
1069	1.919ms	1.892ms -1.43%	1.901ms -0.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 2, 'd')
1070	17.055μs	16.812μs -1.43%	17.658μs 3.53%	bench_ma.Indexing.time_1d(True, 2, 10)
1071	570.455μs	562.400μs -1.41%	568.200μs -0.40%	bench_reduce.AddReduceSeparate.time_reduce(0, 'int32')
1072	977.811μs	964.092μs -1.40%	973.051μs -0.49%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 4, 'f')
1073	4.089μs	4.032μs -1.39%	4.118μs 0.71%	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(range(0, 3))
1074	279.868μs	276.003μs -1.38%	320.446μs 14.50%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint16'>, 1535])
1075	21.223μs	20.931μs -1.38%	21.485μs 1.23%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex256')
1076	459.417μs	453.113μs -1.37%	457.067μs -0.51%	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 100))
1077	15.655μs	15.440μs -1.37%	15.821μs 1.06%	bench_ma.Indexing.time_0d(False, 2, 10)
1078	147.022μs	145.036μs -1.35%	145.959μs -0.72%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint16', (4, 4))
1079	1.951ms	1.925ms -1.35%	1.931ms -1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 2, 'd')
1080	35.664μs	35.184μs -1.35%	35.547μs -0.33%	bench_lib.Nan.time_nansum(200, 0)
1081	1.745μs	1.722μs -1.34%	1.763μs 0.99%	bench_ufunc.Scalar.time_add_scalar
1082	159.818μs	157.690μs -1.33%	160.734μs 0.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 4, 'f')
1083	4.378μs	4.319μs -1.33%	4.443μs 1.50%	bench_itemselection.PutMask.time_dense(False, 'float64')
1084	3.730μs	3.680μs -1.32%	3.874μs 3.87%	bench_itemselection.PutMask.time_sparse(True, 'float16')
1085	97.900μs	96.616μs -1.31%	99.599μs 1.74%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint16', (2, 2))
1086	53.287μs	52.591μs -1.31%	54.348μs 1.99%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 1, 'd')
1087	2.422ms	2.391ms -1.30%	2.703ms 11.60%	bench_io.Copy.time_memcpy_large_out_of_place('float32')
1088	40.381μs	39.861μs -1.29%	40.272μs -0.27%	bench_ma.UFunc.time_1d(False, False, 1000)
1089	13.842μs	13.664μs -1.28%	13.888μs 0.34%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 10)
1090	332.073μs	327.821μs -1.28%	331.459μs -0.18%	bench_indexing.Indexing.time_op('indexes_rand_', 'I', '=1')
1091	2.425ms	2.394ms -1.28%	2.555ms 5.37%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'bool'>)
1092	13.526μs	13.353μs -1.28%	13.593μs 0.49%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'longfloat')
1093	526.878μs	520.155μs -1.28%	538.630μs 2.23%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint8'>, 95])
1094	49.420μs	48.790μs -1.28%	50.669μs 2.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 2, 'f')
1095	939.185μs	927.259μs -1.27%	927.342μs -1.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 1, 'f')
1096	2.839ms	2.803ms -1.27%	2.859ms 0.70%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 10000)
1097	21.471μs	21.199μs -1.27%	21.256μs -1.00%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex256')
1098	12.771μs	12.609μs -1.27%	12.802μs 0.24%	bench_core.CorrConv.time_convolve(1000, 10, 'same')
1099	10.557ms	10.424ms -1.27%	10.427ms -1.24%	bench_ufunc.UFunc.time_ufunc_types('power')
1100	1.803ms	1.780ms -1.26%	1.792ms -0.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 4, 'f')
1101	78.657μs	77.675μs -1.25%	79.153μs 0.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 1, 'd')
1102	1.660ms	1.639ms -1.24%	1.747ms 5.26%	bench_indexing.Indexing.time_op('indexes_rand_', 'np.ix_(I, I)', '')
1103	683.592μs	675.163μs -1.23%	680.069μs -0.52%	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 100))
1104	313.163μs	309.306μs -1.23%	328.547μs 4.91%	bench_function_base.Percentile.time_percentile
1105	10.159μs	10.035μs -1.22%	10.150μs -0.10%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, -43)
1106	595.074μs	587.811μs -1.22%	594.006μs -0.18%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint8', (2, 2))
1107	27.470μs	27.135μs -1.22%	27.347μs -0.45%	bench_ufunc.UFunc.time_ufunc_types('bitwise_not')
1108	16.906μs	16.701μs -1.21%	18.004μs 6.50%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 4, 'F')
1109	3.693μs	3.648μs -1.21%	3.654μs -1.05%	bench_indexing.IndexingStructured0D.time_scalar_all
1110	34.685μs	34.269μs -1.20%	34.482μs -0.59%	bench_lib.Nan.time_nancumprod(200, 90.0)
1111	2.935ms	2.900ms -1.20%	2.912ms -0.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 4, 'd')
1112	178.294μs	176.164μs -1.19%	205.859μs 15.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 4, 'd')
1113	47.712ms	47.147ms -1.18%	47.319ms -0.82%	bench_ma.Concatenate.time_it('unmasked', 2000)
1114	924.934μs	914.050μs -1.18%	938.217μs 1.44%	bench_ufunc.UFunc.time_ufunc_types('reciprocal')
1115	361.304μs	357.087μs -1.17%	358.471μs -0.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 4, 'f')
1116	6.676μs	6.598μs -1.16%	7.190μs 7.70%	bench_core.CorrConv.time_correlate(50, 100, 'valid')
1117	5.171ms	5.112ms -1.15%	5.123ms -0.93%	bench_ufunc.UFunc.time_ufunc_types('exp')
1118	3.574μs	3.533μs -1.14%	3.608μs 0.97%	bench_itemselection.PutMask.time_sparse(True, 'float64')
1119	748.045μs	739.538μs -1.14%	764.538μs 2.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 4, 'd')
1120	2.258μs	2.233μs -1.14%	2.265μs 0.30%	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(range(0, 3))
1121	2.256μs	2.230μs -1.14%	2.261μs 0.21%	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg([1])
1122	800.694μs	791.615μs -1.13%	801.150μs 0.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 2, 'd')
1123	107.982μs	106.758μs -1.13%	107.260μs -0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 4, 'd')
1124	48.107μs	47.562μs -1.13%	47.671μs -0.91%	bench_shape_base.Block.time_no_lists(10)
1125	1.108ms	1.095ms -1.13%	2.309ms 108.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 2, 'f')
1126	38.909μs	38.472μs -1.12%	39.180μs 0.70%	bench_indexing.ScalarIndexing.time_assign_cast(0)
1127	839.932μs	830.549μs -1.12%	835.546μs -0.52%	bench_ufunc.UFunc.time_ufunc_types('fmod')
1128	664.924μs	657.506μs -1.12%	660.683μs -0.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 1, 'd')
1129	890.892μs	880.967μs -1.11%	886.842μs -0.45%	bench_ufunc.UFunc.time_ufunc_types('modf')
1130	165.976μs	164.147μs -1.10%	175.862μs 5.96%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 4, 'd')
1131	465.130μs	460.027μs -1.10%	461.296μs -0.82%	bench_function_base.Sort.time_sort('quick', 'float64', ('random',))
1132	3.997μs	3.954μs -1.09%	4.054μs 1.42%	bench_itemselection.PutMask.time_sparse(False, 'complex256')
1133	1.227ms	1.214ms -1.09%	1.221ms -0.55%	bench_core.PackBits.time_packbits_axis1(<class 'numpy.uint64'>)
1134	4.089μs	4.045μs -1.08%	4.124μs 0.85%	bench_itemselection.PutMask.time_dense(True, 'longfloat')
1135	540.306μs	534.460μs -1.08%	560.051μs 3.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 4, 'd')
1136	57.563μs	56.941μs -1.08%	57.535μs -0.05%	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 1)
1137	461.335μs	456.396μs -1.07%	463.961μs 0.57%	bench_function_base.Sort.time_sort('heap', 'int64', ('ordered',))
1138	5.684ms	5.623ms -1.06%	5.628ms -0.98%	bench_core.Core.time_identity_3000
1139	1.209ms	1.196ms -1.06%	1.510ms 24.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 1, 'd')
1140	184.878μs	182.927μs -1.06%	185.424μs 0.30%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint64', (4, 4))
1141	64.408μs	63.729μs -1.05%	64.648μs 0.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 2, 'd')
1142	899.601μs	890.133μs -1.05%	965.801μs 7.36%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 1, 'f')
1143	143.005μs	141.508μs -1.05%	143.205μs 0.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 2, 'f')
1144	4.749μs	4.700μs -1.04%	4.742μs -0.14%	bench_itemselection.PutMask.time_dense(False, 'complex128')
1145	39.881μs	39.466μs -1.04%	39.526μs -0.89%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 1, 'd')
1146	7.402μs	7.326μs -1.03%	7.443μs 0.55%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int16')
1147	1.367ms	1.353ms -1.03%	2.408ms 76.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 1, 'f')
1148	133.871μs	132.489μs -1.03%	135.087μs 0.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 2, 'd')
1149	48.824μs	48.320μs -1.03%	48.580μs -0.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 2, 'f')
1150	258.062μs	255.402μs -1.03%	258.202μs 0.05%	bench_core.CorrConv.time_correlate(100000, 10, 'same')
1151	159.312μs	157.670μs -1.03%	164.434μs 3.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 1, 'd')
1152	21.783μs	21.558μs -1.03%	22.302μs 2.38%	bench_ma.UFunc.time_scalar(True, True, 100)
1153	81.060μs	80.226μs -1.03%	82.161μs 1.36%	bench_ma.UFunc.time_scalar_1d(True, True, 1000)
1154	919.357ns	909.900ns -1.03%	920.482ns 0.12%	bench_scalar.ScalarMath.time_multiplication('float64')
1155	2.493ms	2.468ms -1.02%	2.476ms -0.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 4, 'd')
1156	15.943ms	15.782ms -1.01%	16.138ms 1.22%	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(20000)
1157	60.178μs	59.570μs -1.01%	59.864μs -0.52%	bench_ma.UFunc.time_2d(False, False, 100)
1158	1.048ms	1.038ms -1.01%	1.085ms 3.49%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 2, 'f')
1159	103.749μs	102.707μs -1.00%	104.734μs 0.95%	bench_linalg.Linalg.time_op('norm', 'complex64')
1160	15.205μs	15.052μs -1.00%	15.261μs 0.37%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'bool'>)
1161	1.381ms	1.367ms -1.00%	2.413ms 74.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 1, 'f')
1162	2.396μs	2.372μs -1.00%	2.413μs 0.70%	bench_array_coercion.ArrayCoercionSmall.time_array_subok(5)
1163	135.301μs	133.951μs -1.00%	136.476μs 0.87%	bench_shape_base.Block.time_nested(10)
1164	265.979μs	263.327μs -1.00%	277.394μs 4.29%	bench_linalg.Linalg.time_op('det', 'int64')
1165	42.623μs	42.200μs -0.99%	42.387μs -0.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 2, 'f')
1166	4.615ms	4.569ms -0.99%	4.599ms -0.35%	bench_indexing.IndexingSeparate.time_mmap_slicing
1167	123.037μs	121.825μs -0.98%	122.760μs -0.23%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint32', (4, 4))
1168	1.786ms	1.769ms -0.98%	3.185ms 78.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 4, 'f')
1169	105.243ms	104.210ms -0.98%	104.222ms -0.97%	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(500)
1170	386.403μs	382.670μs -0.97%	401.119μs 3.81%	bench_function_base.Sort.time_sort('quick', 'float64', ('sorted_block', 100))
1171	1.244ms	1.232ms -0.97%	1.232ms -0.94%	bench_lib.Nan.time_nanargmax(200000, 2.0)
1172	126.088μs	124.872μs -0.96%	125.560μs -0.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 1, 'd')
1173	4.115μs	4.075μs -0.96%	4.122μs 0.18%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(range(0, 3))
1174	179.482μs	177.764μs -0.96%	192.104μs 7.03%	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(200)
1175	149.936μs	148.501μs -0.96%	153.164μs 2.15%	bench_ma.Concatenate.time_it('ndarray+masked', 2)
1176	1.742ms	1.725ms -0.96%	2.974ms 70.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 2, 'd')
1177	158.103μs	156.606μs -0.95%	163.245μs 3.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 2, 'd')
1178	935.654μs	926.827μs -0.94%	960.145μs 2.62%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 95])
1179	84.185μs	83.394μs -0.94%	83.993μs -0.23%	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 100))
1180	15.084μs	14.942μs -0.94%	16.297μs 8.04%	bench_ma.Indexing.time_1d(False, 1, 100)
1181	109.623μs	108.595μs -0.94%	110.230μs 0.55%	bench_function_base.Sort.time_sort('quick', 'float64', ('reversed',))
1182	2.210μs	2.190μs -0.93%	2.193μs -0.76%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), array(3.)))
1183	777.673μs	770.436μs -0.93%	773.722μs -0.51%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 1, 'd')
1184	1.198ms	1.187ms -0.93%	1.230ms 2.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 2, 'd')
1185	27.095μs	26.843μs -0.93%	27.342μs 0.91%	bench_core.Core.time_vstack_l
1186	1.242s	1.231s -0.92%	1.235s -0.55%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 300000)
1187	992.016μs	982.884μs -0.92%	1.160ms 16.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 4, 'd')
1188	471.366μs	467.027μs -0.92%	467.254μs -0.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 1, 'f')
1189	6.405ms	6.346ms -0.92%	6.369ms -0.56%	bench_ufunc.UFunc.time_ufunc_types('cosh')
1190	623.953μs	618.241μs -0.92%	619.212μs -0.76%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 64])
1191	9.188ms	9.105ms -0.90%	9.130ms -0.63%	bench_linalg.Eindot.time_inner_trans_a_ac
1192	1.065ms	1.056ms -0.90%	1.059ms -0.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 1, 'f')
1193	140.768μs	139.508μs -0.90%	156.672μs 11.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 1, 'f')
1194	1.187ms	1.176ms -0.89%	1.187ms 0.03%	bench_lib.Nan.time_nanargmin(200000, 0)
1195	35.329μs	35.015μs -0.89%	35.771μs 1.25%	bench_lib.Nan.time_nansum(200, 2.0)
1196	139.841μs	138.608μs -0.88%	139.215μs -0.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 1, 'f')
1197	3.720μs	3.688μs -0.88%	3.693μs -0.75%	bench_itemselection.PutMask.time_dense(True, 'float16')
1198	435.488μs	431.671μs -0.88%	433.004μs -0.57%	bench_core.CorrConv.time_correlate(50, 10000, 'same')
1199	523.170μs	518.605μs -0.87%	525.905μs 0.52%	bench_function_base.Sort.time_argsort('heap', 'float64', ('ordered',))
1200	79.176μs	78.486μs -0.87%	78.723μs -0.57%	bench_function_base.Sort.time_argsort('quick', 'int64', ('uniform',))
1201	26.042ms	25.816ms -0.87%	31.251ms 20.00%	bench_linalg.Eindot.time_matmul_trans_atc_a
1202	300.803μs	298.197μs -0.87%	324.110μs 7.75%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 1535])
1203	3.744μs	3.712μs -0.86%	3.732μs -0.34%	bench_itemselection.PutMask.time_dense(True, 'float64')
1204	99.622μs	98.771μs -0.86%	98.983μs -0.64%	bench_lib.Nan.time_nanmedian(200, 50.0)
1205	3.076μs	3.050μs -0.84%	3.094μs 0.58%	bench_io.Copy.time_cont_assign('int16')
1206	12.500μs	12.395μs -0.84%	12.488μs -0.10%	bench_io.Copy.time_strided_copy('float32')
1207	197.511μs	195.859μs -0.84%	202.238μs 2.39%	bench_core.Core.time_array_float_l1000_dtype
1208	1.120ms	1.111ms -0.84%	1.191ms 6.34%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 4, 'f')
1209	1.396ms	1.384ms -0.83%	1.386ms -0.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 2, 'f')
1210	556.742μs	552.110μs -0.83%	569.283μs 2.25%	bench_function_base.Sort.time_argsort('heap', 'float64', ('reversed',))
1211	143.699μs	142.530μs -0.81%	146.014μs 1.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 1, 'd')
1212	64.955μs	64.429μs -0.81%	64.486μs -0.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 4, 'f')
1213	78.817μs	78.182μs -0.81%	79.310μs 0.63%	bench_function_base.Median.time_odd_inplace
1214	243.269μs	241.313μs -0.80%	243.321μs 0.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 4, 'd')
1215	1.290ms	1.280ms -0.80%	2.070ms 60.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 2, 'd')
1216	161.698μs	160.404μs -0.80%	165.269μs 2.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 4, 'd')
1217	59.105μs	58.633μs -0.80%	58.924μs -0.31%	bench_ma.UFunc.time_scalar_1d(True, True, 10)
1218	1.870ms	1.855ms -0.80%	1.866ms -0.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 4, 'd')
1219	102.536μs	101.722μs -0.79%	105.505μs 2.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 2, 'd')
1220	145.265μs	144.118μs -0.79%	146.177μs 0.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 2, 'f')
1221	921.369μs	914.217μs -0.78%	984.926μs 6.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 1, 'd')
1222	3.890ms	3.860ms -0.77%	4.068ms 4.59%	bench_ma.UFunc.time_2d(True, True, 1000)
1223	1.039ms	1.031ms -0.77%	1.034ms -0.50%	bench_core.CorrConv.time_convolve(1000, 1000, 'full')
1224	2.626μs	2.606μs -0.77%	2.608μs -0.70%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'bool'>)
1225	625.759μs	620.976μs -0.76%	625.682μs -0.01%	bench_function_base.Sort.time_argsort('merge', 'float64', ('random',))
1226	100.825μs	100.058μs -0.76%	101.830μs 1.00%	bench_lib.Nan.time_nanmin(200000, 2.0)
1227	77.909μs	77.317μs -0.76%	77.680μs -0.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 1, 'd')
1228	210.737μs	209.137μs -0.76%	210.093μs -0.31%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'bool'>)
1229	18.541μs	18.401μs -0.76%	18.524μs -0.10%	bench_reduce.MinMax.time_min(<class 'numpy.float64'>)
1230	79.250μs	78.650μs -0.76%	82.931μs 4.65%	bench_ma.UFunc.time_scalar_1d(False, True, 10)
1231	706.480μs	701.140μs -0.76%	702.240μs -0.60%	bench_ufunc.UFunc.time_ufunc_types('positive')
1232	1.044ms	1.036ms -0.74%	1.050ms 0.56%	bench_random.RNG.time_raw('Philox')
1233	20.577ms	20.425ms -0.74%	20.503ms -0.36%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'object'>)
1234	2.389μs	2.371μs -0.74%	2.411μs 0.91%	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(5)
1235	587.817μs	583.505μs -0.73%	609.617μs 3.71%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 1, 'f')
1236	15.483μs	15.370μs -0.73%	16.038μs 3.59%	bench_ma.Indexing.time_0d(False, 2, 1000)
1237	1.847ms	1.833ms -0.73%	3.045ms 64.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 4, 'd')
1238	94.649μs	93.966μs -0.72%	116.251μs 22.82%	bench_core.CorrConv.time_correlate(1000, 100, 'full')
1239	8.565μs	8.504μs -0.72%	8.664μs 1.16%	bench_core.CorrConv.time_correlate(50, 100, 'same')
1240	161.553μs	160.395μs -0.72%	170.065μs 5.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 4, 'd')
1241	920.142μs	913.634μs -0.71%	920.592μs 0.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 2, 'd')
1242	868.801ns	862.687ns -0.70%	866.237ns -0.30%	bench_overrides.ArrayFunction.time_mock_broadcast_to_numpy
1243	21.694ms	21.542ms -0.70%	24.800ms 14.32%	bench_app.MaxesOfDots.time_it
1244	1.734ms	1.722ms -0.70%	3.010ms 73.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 1, 'd')
1245	17.005μs	16.887μs -0.70%	17.775μs 4.52%	bench_ma.Indexing.time_0d(True, 2, 1000)
1246	2.267ms	2.251ms -0.69%	2.252ms -0.66%	bench_lib.Nan.time_nanargmin(200000, 50.0)
1247	11.209μs	11.132μs -0.69%	11.146μs -0.56%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 1, 'D')
1248	295.714μs	293.683μs -0.69%	302.949μs 2.45%	bench_lib.Nan.time_nanpercentile(200, 50.0)
1249	4.103s	4.075s -0.68%	4.095s -0.21%	bench_ufunc_strides.LogisticRegression.time_train(<class 'numpy.float32'>)
1250	99.635μs	98.957μs -0.68%	100.582μs 0.95%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 2, 'd')
1251	2.465ms	2.448ms -0.68%	3.495ms 41.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 2, 'd')
1252	492.649μs	489.323μs -0.68%	491.505μs -0.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 1, 'f')
1253	1.079ms	1.072ms -0.67%	1.079ms -0.03%	bench_lib.Nan.time_nansum(200000, 0.1)
1254	489.149μs	485.859μs -0.67%	498.548μs 1.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 2, 'd')
1255	919.142μs	912.967μs -0.67%	937.009μs 1.94%	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex128')
1256	30.851μs	30.645μs -0.67%	30.750μs -0.33%	bench_lib.Nan.time_nancumsum(200, 50.0)
1257	349.610μs	347.270μs -0.67%	348.943μs -0.19%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 2, 'f')
1258	9.612μs	9.548μs -0.67%	9.649μs 0.38%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int32')
1259	48.966μs	48.641μs -0.67%	48.650μs -0.65%	bench_core.CorrConv.time_convolve(50, 1000, 'valid')
1260	42.538μs	42.255μs -0.66%	42.408μs -0.31%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 100)
1261	468.378μs	465.275μs -0.66%	465.359μs -0.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 2, 'f')
1262	38.449μs	38.195μs -0.66%	38.497μs 0.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 4, 2, 'f')
1263	952.010ns	945.725ns -0.66%	978.517ns 2.78%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(1)
1264	2.466μs	2.450μs -0.65%	2.484μs 0.72%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), array(3.), subok=True, where=True))
1265	464.844μs	461.823μs -0.65%	463.800μs -0.22%	bench_function_base.Sort.time_argsort('quick', 'float64', ('sorted_block', 10))
1266	1.493ms	1.483ms -0.63%	1.540ms 3.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 2, 'd')
1267	19.997μs	19.870μs -0.63%	19.910μs -0.43%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int8'>)
1268	1.589ms	1.579ms -0.62%	1.589ms -0.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 4, 'd')
1269	9.051ms	8.995ms -0.61%	9.001ms -0.55%	bench_core.CorrConv.time_correlate(100000, 100, 'same')
1270	59.832μs	59.470μs -0.60%	59.568μs -0.44%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 1, 'd')
1271	263.834μs	262.259μs -0.60%	285.516μs 8.22%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint16'>, 1024])
1272	80.046μs	79.573μs -0.59%	81.053μs 1.26%	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 100))
1273	430.568μs	428.024μs -0.59%	449.192μs 4.33%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint64'>, 1024])
1274	65.563ms	65.183ms -0.58%	65.411ms -0.23%	bench_ma.Concatenate.time_it('unmasked+masked', 2000)
1275	7.130ms	7.089ms -0.58%	7.107ms -0.32%	bench_ufunc.UFunc.time_ufunc_types('sin')
1276	944.290μs	938.872μs -0.57%	941.967μs -0.25%	bench_ufunc.UFunc.time_ufunc_types('mod')
1277	36.287μs	36.080μs -0.57%	36.731μs 1.22%	bench_random.Randint_dtype.time_randint_fast('bool')
1278	9.164ms	9.112ms -0.57%	10.470ms 14.25%	bench_linalg.Eindot.time_inner_trans_a_a
1279	28.507μs	28.345μs -0.57%	28.412μs -0.33%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 2, 'F')
1280	123.188μs	122.501μs -0.56%	125.981μs 2.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 4, 'd')
1281	103.076ms	102.505ms -0.55%	103.417ms 0.33%	bench_core.CorrConv.time_correlate(100000, 1000, 'same')
1282	290.954μs	289.350μs -0.55%	291.336μs 0.13%	bench_lib.Nan.time_nanquantile(200, 50.0)
1283	1.032ms	1.026ms -0.55%	1.170ms 13.33%	bench_core.CorrConv.time_correlate(1000, 1000, 'full')
1284	308.395μs	306.703μs -0.55%	323.408μs 4.87%	bench_random.RNG.time_32bit('MT19937')
1285	1.386ms	1.378ms -0.55%	2.375ms 71.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 4, 1, 'f')
1286	236.868μs	235.580μs -0.54%	238.014μs 0.48%	bench_core.Core.time_array_int_l1000
1287	463.789μs	461.275μs -0.54%	461.796μs -0.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 1, 'f')
1288	2.328ms	2.315ms -0.54%	2.328ms 0.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 1, 'd')
1289	327.294μs	325.579μs -0.52%	342.423μs 4.62%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint64'>, 1024])
1290	34.004μs	33.825μs -0.52%	34.702μs 2.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 1, 'f')
1291	2.171ms	2.160ms -0.52%	3.535ms 62.84%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 1, 'f')
1292	21.493μs	21.381μs -0.52%	21.445μs -0.23%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'complex128')
1293	180.553μs	179.623μs -0.52%	179.660μs -0.49%	bench_ufunc.UFunc.time_ufunc_types('gcd')
1294	107.895μs	107.344μs -0.51%	107.514μs -0.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 4, 'd')
1295	12.719μs	12.655μs -0.51%	12.952μs 1.83%	bench_core.CorrConv.time_convolve(1000, 10, 'full')
1296	1.184ms	1.179ms -0.50%	1.184ms -0.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 2, 'd')
1297	20.108μs	20.008μs -0.50%	20.735μs 3.11%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 4, 'D')
1298	1.984ms	1.975ms -0.49%	1.980ms -0.22%	bench_core.UnpackBits.time_unpackbits_axis0
1299	188.254μs	187.338μs -0.49%	196.186μs 4.21%	bench_ufunc.UFunc.time_ufunc_types('isinf')
1300	2.441ms	2.429ms -0.48%	2.431ms -0.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 4, 'd')
1301	69.384μs	69.053μs -0.48%	69.092μs -0.42%	bench_io.CopyTo.time_copyto_8_dense
1302	2.737ms	2.724ms -0.48%	2.739ms 0.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 2, 'd')
1303	733.434μs	729.976μs -0.47%	730.163μs -0.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 4, 'd')
1304	750.629μs	747.174μs -0.46%	786.774μs 4.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 1, 'd')
1305	11.475μs	11.422μs -0.46%	11.428μs -0.41%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int16')
1306	42.088μs	41.897μs -0.45%	41.997μs -0.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 2, 'f')
1307	106.941ms	106.459ms -0.45%	107.428ms 0.45%	bench_records.Records.time_fromarrays_formats_as_list
1308	2.256μs	2.246μs -0.44%	2.247μs -0.39%	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(array([5]))
1309	2.504ms	2.493ms -0.44%	2.504ms 0.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 4, 'd')
1310	2.120μs	2.111μs -0.43%	2.138μs 0.85%	bench_overrides.ArrayFunction.time_mock_concatenate_many
1311	32.657μs	32.525μs -0.41%	33.021μs 1.11%	bench_io.Copy.time_strided_assign('complex64')
1312	129.520μs	128.995μs -0.41%	129.304μs -0.17%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint32', (2, 2))
1313	974.454μs	970.551μs -0.40%	974.717μs 0.03%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 4, 'd')
1314	15.607μs	15.545μs -0.40%	15.845μs 1.52%	bench_io.Copy.time_cont_assign('complex64')
1315	9.468ms	9.431ms -0.40%	9.456ms -0.14%	bench_linalg.Eindot.time_dot_trans_a_atc
1316	1.092ms	1.088ms -0.40%	1.094ms 0.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 2, 'f')
1317	1.897ms	1.890ms -0.38%	1.890ms -0.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 2, 'd')
1318	15.414μs	15.356μs -0.38%	16.517μs 7.16%	bench_ma.Indexing.time_0d(False, 1, 1000)
1319	3.718ms	3.704ms -0.37%	3.749ms 0.84%	bench_lib.Nan.time_nanpercentile(200000, 2.0)
1320	695.620μs	693.038μs -0.37%	765.851μs 10.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 2, 'd')
1321	551.747μs	549.700μs -0.37%	979.114μs 77.46%	bench_linalg.Eindot.time_einsum_i_ij_j
1322	1.188ms	1.183ms -0.37%	1.200ms 1.04%	bench_reduce.AddReduceSeparate.time_reduce(1, 'longfloat')
1323	552.705μs	550.663μs -0.37%	564.228μs 2.08%	bench_function_base.Sort.time_argsort('quick', 'float64', ('random',))
1324	27.058μs	26.959μs -0.37%	27.379μs 1.19%	bench_ma.UFunc.time_scalar(False, False, 10)
1325	20.021μs	19.948μs -0.36%	20.240μs 1.10%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 100, <class 'numpy.int32'>)
1326	1.333ms	1.328ms -0.36%	1.347ms 1.04%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int16'>)
1327	8.444μs	8.413μs -0.36%	8.433μs -0.12%	bench_scalar.ScalarMath.time_power_of_two('longfloat')
1328	596.400μs	594.270μs -0.36%	598.682μs 0.38%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 64])
1329	571.094μs	569.061μs -0.36%	571.558μs 0.08%	bench_ufunc.UFunc.time_ufunc_types('logical_and')
1330	5.786ms	5.766ms -0.35%	5.770ms -0.27%	bench_ufunc.UFunc.time_ufunc_types('arccosh')
1331	15.303μs	15.251μs -0.34%	15.468μs 1.08%	bench_function_base.Sort.time_sort('merge', 'float64', ('reversed',))
1332	926.077μs	922.967μs -0.34%	952.676μs 2.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 2, 'd')
1333	60.801μs	60.597μs -0.34%	61.235μs 0.71%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 1, 'f')
1334	664.137μs	661.912μs -0.34%	665.850μs 0.26%	bench_ma.Concatenate.time_it('ndarray+masked', 100)
1335	250.231μs	249.402μs -0.33%	277.178μs 10.77%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 1024])
1336	10.516μs	10.482μs -0.33%	10.698μs 1.72%	bench_scalar.ScalarMath.time_addition_pyint('int16')
1337	485.618μs	484.027μs -0.33%	487.777μs 0.44%	bench_function_base.Sort.time_sort('merge', 'float64', ('random',))
1338	606.734μs	604.756μs -0.33%	618.534μs 1.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 4, 'f')
1339	1.619ms	1.613ms -0.32%	1.623ms 0.25%	bench_io.LoadtxtCSVDateTime.time_loadtxt_csv_datetime(2000)
1340	16.434μs	16.381μs -0.32%	16.893μs 2.79%	bench_ma.Indexing.time_1d(True, 1, 100)
1341	931.601μs	928.675μs -0.31%	952.717μs 2.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 1, 'f')
1342	56.740μs	56.568μs -0.30%	61.624μs 8.61%	bench_function_base.Sort.time_sort('quick', 'int64', ('ordered',))
1343	16.889μs	16.838μs -0.30%	17.084μs 1.15%	bench_function_base.Sort.time_argsort('merge', 'float64', ('reversed',))
1344	141.610μs	141.184μs -0.30%	159.686μs 12.76%	bench_ma.Concatenate.time_it('unmasked+masked', 2)
1345	825.893μs	823.431μs -0.30%	825.239μs -0.08%	bench_function_base.Sort.time_argsort('heap', 'int16', ('random',))
1346	15.191μs	15.147μs -0.29%	15.323μs 0.87%	bench_io.Copy.time_strided_copy('float64')
1347	16.495ms	16.448ms -0.29%	16.544ms 0.30%	bench_records.Records.time_fromstring_formats_as_list
1348	711.093μs	709.073μs -0.28%	734.221μs 3.25%	bench_function_base.Sort.time_sort('heap', 'float64', ('random',))
1349	26.855μs	26.779μs -0.28%	28.453μs 5.95%	bench_ma.UFunc.time_scalar(False, False, 1000)
1350	757.257μs	755.114μs -0.28%	757.864μs 0.08%	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 100))
1351	238.100μs	237.436μs -0.28%	303.721μs 27.56%	bench_random.Bounded.time_bounded('numpy', [<class 'numpy.uint16'>, 2047])
1352	796.051μs	793.829μs -0.28%	804.508μs 1.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 2, 'd')
1353	315.491μs	314.621μs -0.28%	341.444μs 8.23%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 1024])
1354	16.527μs	16.481μs -0.27%	16.959μs 2.62%	bench_ma.Indexing.time_1d(True, 1, 1000)
1355	1.236ms	1.233ms -0.27%	1.278ms 3.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 2, 'd')
1356	132.813ms	132.451ms -0.27%	134.767ms 1.47%	bench_records.Records.time_fromarrays_formats_as_string
1357	923.082ns	920.595ns -0.27%	921.621ns -0.16%	bench_scalar.ScalarMath.time_addition('float64')
1358	599.340μs	597.728μs -0.27%	600.211μs 0.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 2, 'f')
1359	74.812μs	74.619μs -0.26%	74.991μs 0.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 2, 'd')
1360	309.565μs	308.841μs -0.23%	311.215μs 0.53%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint8', (2, 2))
1361	5.370μs	5.358μs -0.22%	5.570μs 3.72%	bench_core.CorrConv.time_correlate(1000, 1000, 'valid')
1362	974.144μs	972.009μs -0.22%	987.551μs 1.38%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 4, 'f')
1363	2.207ms	2.202ms -0.21%	2.258ms 2.31%	bench_random.Permutation.time_permutation_2d
1364	66.176μs	66.038μs -0.21%	67.846μs 2.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 4, 'f')
1365	477.495μs	476.527μs -0.20%	481.729μs 0.89%	bench_function_base.Sort.time_sort('heap', 'float64', ('reversed',))
1366	238.198μs	237.718μs -0.20%	281.628μs 18.23%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint16'>, 95])
1367	1.645ms	1.642ms -0.20%	1.727ms 4.99%	bench_lib.Nan.time_nanargmin(200000, 90.0)
1368	1.351ms	1.348ms -0.20%	1.353ms 0.16%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 4, 'd')
1369	72.095μs	71.953μs -0.20%	73.790μs 2.35%	bench_function_base.Sort.time_sort('quick', 'float64', ('ordered',))
1370	69.504μs	69.368μs -0.20%	71.941μs 3.51%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint16', (2, 2))
1371	1.687ms	1.684ms -0.19%	2.870ms 70.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 1, 'd')
1372	39.378μs	39.304μs -0.19%	39.847μs 1.19%	bench_ma.UFunc.time_2d(False, True, 10)
1373	14.857μs	14.829μs -0.19%	14.951μs 0.63%	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(10)
1374	1.709ms	1.706ms -0.18%	2.964ms 73.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 2, 1, 'f')
1375	35.833μs	35.768μs -0.18%	36.366μs 1.49%	bench_ma.UFunc.time_1d(False, False, 100)
1376	2.531ms	2.526ms -0.18%	3.822ms 51.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 4, 'd')
1377	41.222μs	41.150μs -0.17%	41.362μs 0.34%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 100)
1378	1.216ms	1.214ms -0.17%	1.217ms 0.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 2, 'f')
1379	2.284ms	2.280ms -0.16%	2.312ms 1.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 2, 'f')
1380	602.301μs	601.339μs -0.16%	603.228μs 0.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 4, 'f')
1381	48.805μs	48.729μs -0.16%	48.881μs 0.16%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 1, 'd')
1382	49.058μs	48.985μs -0.15%	51.210μs 4.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 1, 'd')
1383	102.069μs	101.929μs -0.14%	103.940μs 1.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 1, 'f')
1384	205.629μs	205.362μs -0.13%	217.642μs 5.84%	bench_linalg.Linalg.time_op('det', 'float64')
1385	139.194μs	139.014μs -0.13%	141.845μs 1.90%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int8'>)
1386	2.068ms	2.066ms -0.12%	2.079ms 0.54%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint64', (4, 4))
1387	1.658μs	1.656μs -0.12%	1.658μs -0.03%	bench_io.Copy.time_memcpy('int8')
1388	441.108μs	440.587μs -0.12%	474.983μs 7.68%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint32'>, 1024])
1389	1.398ms	1.397ms -0.11%	1.435ms 2.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 1, 'd')
1390	1.251ms	1.249ms -0.11%	1.264ms 1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 4, 'f')
1391	223.616μs	223.388μs -0.10%	226.736μs 1.40%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint32', (4, 4))
1392	26.334μs	26.308μs -0.10%	26.362μs 0.10%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 2, 'D')
1393	5.720μs	5.714μs -0.10%	5.746μs 0.46%	bench_io.Copy.time_strided_assign('int8')
1394	145.132μs	144.995μs -0.09%	145.968μs 0.58%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 1, 'd')
1395	524.229μs	523.755μs -0.09%	524.580μs 0.07%	bench_function_base.Sort.time_argsort('heap', 'int16', ('ordered',))
1396	645.948μs	645.381μs -0.09%	675.240μs 4.53%	bench_function_base.Sort.time_sort('heap', 'float64', ('sorted_block', 100))
1397	58.179μs	58.129μs -0.09%	58.353μs 0.30%	bench_ufunc_strides.AVX_ldexp.time_ufunc('d', 4)
1398	767.743μs	767.114μs -0.08%	768.507μs 0.10%	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 100))
1399	88.332μs	88.261μs -0.08%	88.835μs 0.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 2, 'd')
1400	2.249ms	2.247ms -0.07%	3.817ms 69.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 1, 'f')
1401	7.895μs	7.889μs -0.07%	8.696μs 10.14%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'object'>)
1402	36.566μs	36.541μs -0.07%	37.932μs 3.73%	bench_function_base.Sort.time_sort('heap', 'int64', ('uniform',))
1403	60.434μs	60.393μs -0.07%	61.198μs 1.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 2, 'f')
1404	170.170μs	170.058μs -0.07%	179.108μs 5.25%	bench_random.Permutation.time_permutation_1d
1405	928.369μs	927.800μs -0.06%	929.384μs 0.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 1, 'd')
1406	112.537μs	112.474μs -0.06%	113.087μs 0.49%	bench_linalg.Linalg.time_op('norm', 'float16')
1407	604.799μs	604.506μs -0.05%	610.212μs 0.89%	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 1000))
1408	118.142ms	118.121ms -0.02%	119.434ms 1.09%	bench_import.Import.time_numpy
1409	507.555μs	507.505μs -0.01%	1.117ms 120.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 4, 'f')
1410	1.208ms	483.823μs -59.94%	482.374μs -60.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 4, 'f')
1411	1.222ms	488.570μs -60.03%	488.338μs -60.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 4, 'f')
1412	1.145ms	462.004μs -59.66%	458.421μs -59.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 1, 'f')
1413	89.961μs	36.754μs -59.14%	36.315μs -59.63%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 2, 'D')
1414	76.447μs	34.580μs -54.77%	33.811μs -55.77%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 1, 'D')
1415	581.819μs	273.097μs -53.06%	257.538μs -55.74%	bench_core.CorrConv.time_correlate(100000, 10, 'valid')
1416	1.921ms	869.200μs -54.76%	866.162μs -54.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 2, 'f')
1417	1.867ms	864.777μs -53.68%	850.585μs -54.44%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 1, 'f')
1418	2.228ms	1.035ms -53.53%	1.021ms -54.19%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 2, 'f')
1419	70.906μs	32.904μs -53.59%	32.523μs -54.13%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 1, 'F')
1420	72.666μs	34.499μs -52.52%	33.786μs -53.50%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 2, 'F')
1421	2.298ms	1.092ms -52.48%	1.087ms -52.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 4, 'd')
1422	2.220ms	1.061ms -52.21%	1.058ms -52.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 4, 'f')
1423	2.124ms	1.034ms -51.33%	1.031ms -51.49%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 2, 'd')
1424	203.310μs	102.063μs -49.80%	98.751μs -51.43%	bench_lib.Nan.time_nanmin(200000, 50.0)
1425	1.800ms	909.662μs -49.47%	901.162μs -49.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 2, 'd')
1426	2.121ms	1.157ms -45.47%	1.153ms -45.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 1, 'd')
1427	1.055ms	584.644μs -44.57%	582.558μs -44.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 2, 'f')
1428	2.136ms	1.234ms -42.21%	1.184ms -44.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 2, 'd')
1429	1.987ms	1.205ms -39.37%	1.104ms -44.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 2, 2, 'f')
1430	1.292ms	768.436μs -40.55%	759.900μs -41.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 1, 'd')
1431	1.438ms	865.662μs -39.79%	856.758μs -40.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 4, 'd')
1432	1.177ms	1.172ms -0.40%	702.694μs -40.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 1, 'd')
1433	1.463ms	884.239μs -39.56%	875.580μs -40.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 4, 'd')
1434	3.104ms	1.980ms -36.23%	1.957ms -36.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 1, 'd')
1435	7.281ms	7.597ms 4.34%	4.602ms -36.79%	bench_linalg.Linalg.time_op('pinv', 'float32')
1436	2.992ms	2.969ms -0.76%	1.912ms -36.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 1, 'd')
1437	3.222ms	2.105ms -34.66%	2.073ms -35.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 4, 'd')
1438	2.932ms	1.956ms -33.26%	1.888ms -35.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 1, 'd')
1439	2.774ms	1.822ms -34.34%	1.798ms -35.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 4, 'f')
1440	3.162ms	3.272ms 3.47%	2.059ms -34.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 4, 'd')
1441	2.738ms	1.832ms -33.10%	1.806ms -34.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 4, 'f')
1442	2.590ms	1.745ms -32.61%	1.715ms -33.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 1, 'f')
1443	2.623ms	1.746ms -33.43%	1.740ms -33.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 1, 'f')
1444	2.951ms	2.967ms 0.52%	1.974ms -33.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 2, 'd')
1445	2.566ms	2.593ms 1.02%	1.749ms -31.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 1, 'f')
1446	2.656ms	2.707ms 1.93%	1.822ms -31.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 4, 'f')
1447	2.552ms	2.593ms 1.60%	1.755ms -31.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 2, 2, 'f')
1448	2.638ms	2.589ms -1.87%	1.857ms -29.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 1, 2, 'f')
1449	1.358ms	1.298ms -4.43%	966.509μs -28.85%	bench_ufunc.UFunc.time_ufunc_types('hypot')
1450	64.458μs	47.287μs -26.64%	47.031μs -27.04%	bench_core.CorrConv.time_correlate(50, 1000, 'same')
1451	318.956μs	260.797μs -18.23%	234.936μs -26.34%	bench_random.RNG.time_32bit('SFC64')
1452	548.835μs	412.062μs -24.92%	410.584μs -25.19%	bench_core.CorrConv.time_convolve(50, 10000, 'valid')
1453	190.849μs	173.030μs -9.34%	150.239μs -21.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 2, 'd')
1454	13.109μs	10.606μs -19.10%	10.485μs -20.02%	bench_ufunc.CustomScalar.time_add_scalar2(<class 'numpy.float32'>)
1455	63.735μs	51.620μs -19.01%	50.979μs -20.01%	bench_core.CorrConv.time_convolve(50, 1000, 'full')
1456	736.749μs	596.859μs -18.99%	595.068μs -19.23%	bench_ma.UFunc.time_2d(False, False, 1000)
1457	122.605μs	101.372μs -17.32%	100.028μs -18.41%	bench_core.CorrConv.time_convolve(1000, 100, 'full')
1458	248.875μs	210.257μs -15.52%	208.502μs -16.22%	bench_ufunc.UFunc.time_ufunc_types('ldexp')
1459	171.953μs	159.287μs -7.37%	147.535μs -14.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 4, 'f')
1460	740.847μs	727.864μs -1.75%	644.444μs -13.01%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 127])
1461	63.649μs	55.632μs -12.60%	55.543μs -12.74%	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 4)
1462	63.198μs	55.299μs -12.50%	55.171μs -12.70%	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 2)
1463	81.131μs	71.585μs -11.77%	71.008μs -12.48%	bench_function_base.Median.time_odd_small
1464	71.430μs	63.450μs -11.17%	62.664μs -12.27%	bench_scalar.ScalarMath.time_power_of_two('float32')
1465	741.085μs	737.840μs -0.44%	652.162μs -12.00%	bench_random.Bounded.time_bounded('Philox', [<class 'numpy.uint8'>, 127])
1466	30.309μs	26.953μs -11.07%	26.910μs -11.21%	bench_io.Copy.time_strided_assign('complex128')
1467	1.221ms	1.213ms -0.63%	1.085ms -11.13%	bench_ufunc.UFunc.time_ufunc_types('floor_divide')
1468	1.689ms	1.506ms -10.82%	1.502ms -11.07%	bench_shape_base.Block.time_3d(10, 'block')
1469	440.419μs	408.850μs -7.17%	393.115μs -10.74%	bench_indexing.Indexing.time_op('indexes_', ':,I', '=1')
1470	47.708μs	43.117μs -9.62%	42.657μs -10.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 1, 'f')
1471	7.804μs	7.281μs -6.71%	7.002μs -10.28%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float32')
1472	6.204μs	5.590μs -9.91%	5.581μs -10.05%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0))
1473	166.994μs	160.412μs -3.94%	150.509μs -9.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 1, 2, 'd')
1474	1.083μs	1.035μs -4.42%	977.342ns -9.78%	bench_array_coercion.ArrayCoercionSmall.time_array(1)
1475	85.273μs	79.508μs -6.76%	77.008μs -9.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 1, 'd')
1476	169.778μs	158.731μs -6.51%	153.395μs -9.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 4, 'f')
1477	651.325μs	667.975μs 2.56%	588.561μs -9.64%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 127])
1478	1.533ms	1.405ms -8.33%	1.386ms -9.60%	bench_ufunc.UFunc.time_ufunc_types('divmod')
1479	2.161ms	1.956ms -9.49%	1.954ms -9.60%	bench_lib.Nan.time_nanstd(200000, 0)
1480	1.361ms	1.257ms -7.59%	1.233ms -9.37%	bench_lib.Nan.time_nanprod(200000, 0.1)
1481	3.696ms	3.388ms -8.33%	3.351ms -9.35%	bench_lib.Nan.time_nanpercentile(200000, 0.1)
1482	997.269μs	932.884μs -6.46%	905.342μs -9.22%	bench_ufunc.UFunc.time_ufunc_types('rint')
1483	696.893μs	648.662μs -6.92%	633.475μs -9.10%	bench_function_base.Bincount.time_weights
1484	50.667μs	48.507μs -4.26%	46.210μs -8.80%	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 1000))
1485	40.874μs	38.517μs -5.76%	37.320μs -8.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 1, 'd')
1486	8.917μs	8.203μs -8.01%	8.158μs -8.51%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float16')
1487	334.060μs	317.781μs -4.87%	305.856μs -8.44%	bench_ufunc.CustomInplace.time_float_add_temp
1488	176.672μs	163.981μs -7.18%	161.925μs -8.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 4, 'd')
1489	854.640μs	786.686μs -7.95%	783.549μs -8.32%	bench_core.CorrConv.time_correlate(1000, 1000, 'same')
1490	10.131μs	9.655μs -4.70%	9.294μs -8.26%	bench_core.CorrConv.time_correlate(50, 100, 'full')
1491	46.233μs	43.367μs -6.20%	42.603μs -7.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 1, 'f')
1492	163.150μs	154.575μs -5.26%	150.383μs -7.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 2, 'd')
1493	165.116μs	154.649μs -6.34%	152.341μs -7.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 4, 'f')
1494	32.841μs	33.345μs 1.54%	30.415μs -7.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 1, 'f')
1495	154.923μs	147.641μs -4.70%	143.568μs -7.33%	bench_linalg.Einsum.time_einsum_contig_outstride0(<class 'numpy.float64'>)
1496	2.650μs	2.683μs 1.24%	2.456μs -7.31%	bench_array_coercion.ArrayCoercionSmall.time_array_no_copy(1)
1497	6.139μs	5.815μs -5.28%	5.705μs -7.08%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0, dtype=None))
1498	188.360μs	175.244μs -6.96%	175.061μs -7.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 2, 'd')
1499	2.045ms	2.038ms -0.36%	1.901ms -7.04%	bench_random.Randint_dtype.time_randint_slow('uint64')
1500	123.976μs	124.001μs 0.02%	115.385μs -6.93%	bench_ufunc.UFunc.time_ufunc_types('signbit')
1501	2.343ms	2.194ms -6.38%	2.182ms -6.89%	bench_lib.Nan.time_nanargmax(200000, 50.0)
1502	45.739μs	43.653μs -4.56%	42.590μs -6.88%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'bool'>)
1503	555.010μs	556.137μs 0.20%	516.955μs -6.86%	bench_random.Randint_dtype.time_randint_fast('uint64')
1504	11.184μs	10.537μs -5.78%	10.437μs -6.68%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint8'>, 8)
1505	62.063μs	58.142μs -6.32%	57.933μs -6.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 1, 'd')
1506	115.283μs	115.779μs 0.43%	107.711μs -6.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 1, 'd')
1507	116.177μs	108.986μs -6.19%	108.662μs -6.47%	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 100))
1508	1.591ms	1.631ms 2.55%	1.488ms -6.44%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int32', 10000)
1509	3.985ms	4.042ms 1.43%	3.731ms -6.37%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'numpy.int8'>)
1510	30.467μs	30.171μs -0.97%	28.532μs -6.35%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('multiply', 4, 'D')
1511	8.307μs	7.978μs -3.96%	7.784μs -6.29%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float16')
1512	180.659μs	177.913μs -1.52%	169.468μs -6.19%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 4, 'd')
1513	45.681μs	44.314μs -2.99%	42.853μs -6.19%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'bool'>)
1514	76.602μs	74.109μs -3.25%	72.035μs -5.96%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int8'>)
1515	13.991μs	13.357μs -4.53%	13.170μs -5.86%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int64')
1516	257.335μs	262.724μs 2.09%	242.257μs -5.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 4, 4, 'd')
1517	1.503ms	1.424ms -5.29%	1.416ms -5.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 1, 'd')
1518	52.502μs	49.727μs -5.29%	49.483μs -5.75%	bench_core.CorrConv.time_correlate(50, 1000, 'full')
1519	598.219μs	576.900μs -3.56%	563.900μs -5.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 1, 'f')
1520	9.810μs	9.448μs -3.69%	9.249μs -5.72%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int64')
1521	14.460μs	13.748μs -4.92%	13.635μs -5.71%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int64')
1522	3.926ms	4.121ms 4.95%	3.703ms -5.70%	bench_core.Temporaries.time_large2
1523	2.495ms	2.401ms -3.77%	2.353ms -5.69%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'bool'>)
1524	42.687μs	40.321μs -5.54%	40.276μs -5.65%	bench_ufunc.UFunc.time_ufunc_types('bitwise_and')
1525	11.717μs	11.255μs -3.94%	11.063μs -5.58%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float16')
1526	460.496μs	441.344μs -4.16%	434.844μs -5.57%	bench_function_base.Sort.time_argsort('heap', 'int64', ('ordered',))
1527	21.800μs	20.635μs -5.34%	20.599μs -5.51%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex128')
1528	614.873μs	622.594μs 1.26%	581.005μs -5.51%	bench_reduce.AddReduceSeparate.time_reduce(0, 'int16')
1529	135.805μs	133.224μs -1.90%	128.375μs -5.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 2, 'd')
1530	497.055μs	495.874μs -0.24%	470.421μs -5.36%	bench_reduce.AddReduceSeparate.time_reduce(1, 'complex64')
1531	37.569μs	38.952μs 3.68%	35.600μs -5.24%	bench_ma.UFunc.time_1d(False, False, 10)
1532	1.738μs	1.673μs -3.75%	1.647μs -5.23%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'bool'>)
1533	1.101μs	1.093μs -0.69%	1.044μs -5.18%	bench_array_coercion.ArrayCoercionSmall.time_array(array([5]))
1534	4.205μs	4.077μs -3.06%	3.990μs -5.13%	bench_itemselection.PutMask.time_sparse(False, 'int64')
1535	9.630μs	9.299μs -3.44%	9.137μs -5.12%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, -43)
1536	8.414μs	8.526μs 1.33%	7.986μs -5.09%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int16')
1537	14.576μs	14.213μs -2.49%	13.866μs -4.87%	bench_ufunc.CustomScalar.time_divide_scalar2_inplace(<class 'numpy.float32'>)
1538	143.834μs	139.875μs -2.75%	136.856μs -4.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 2, 'f')
1539	62.405μs	61.921μs -0.78%	59.378μs -4.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 2, 'f')
1540	5.910μs	5.725μs -3.14%	5.626μs -4.80%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0))
1541	21.904μs	21.382μs -2.39%	20.852μs -4.80%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex128')
1542	6.509ms	6.295ms -3.29%	6.198ms -4.79%	bench_ufunc.UFunc.time_ufunc_types('arccos')
1543	424.950μs	406.677μs -4.30%	404.604μs -4.79%	bench_shape_base.Block2D.time_block2d((512, 512), 'uint8', (4, 4))
1544	75.519μs	73.670μs -2.45%	71.944μs -4.73%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 4, 'f')
1545	655.159μs	667.381μs 1.87%	624.623μs -4.66%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint8'>, 127])
1546	35.628μs	34.840μs -2.21%	33.970μs -4.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 1, 'f')
1547	57.715μs	61.931μs 7.30%	55.030μs -4.65%	bench_ufunc_strides.AVX_ldexp.time_ufunc('f', 1)
1548	506.032μs	489.955μs -3.18%	482.505μs -4.65%	bench_ufunc.UFunc.time_ufunc_types('floor')
1549	91.925μs	90.858μs -1.16%	87.662μs -4.64%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'numpy.int64'>)
1550	143.176μs	138.914μs -2.98%	136.608μs -4.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 2, 'f')
1551	7.567μs	7.367μs -2.64%	7.221μs -4.57%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float32')
1552	351.536μs	344.469μs -2.01%	335.584μs -4.54%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint32'>, 1024])
1553	31.405μs	30.216μs -3.79%	29.983μs -4.53%	bench_lib.Nan.time_nancumsum(200, 0)
1554	667.544μs	652.350μs -2.28%	637.443μs -4.51%	bench_ufunc.UFunc.time_ufunc_types('heaviside')
1555	958.200μs	924.425μs -3.52%	915.145μs -4.49%	bench_io.Copy.time_memcpy_large_out_of_place('int8')
1556	75.194μs	75.528μs 0.44%	71.871μs -4.42%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int16'>)
1557	45.850μs	43.861μs -4.34%	43.831μs -4.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 1, 'f')
1558	19.944μs	19.823μs -0.61%	19.077μs -4.35%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float64')
1559	705.540μs	705.757μs 0.03%	675.273μs -4.29%	bench_function_base.Histogram1D.time_small_coverage
1560	3.434ms	3.566ms 3.82%	3.288ms -4.26%	bench_lib.Nan.time_nanmedian(200000, 2.0)
1561	158.079μs	153.184μs -3.10%	151.408μs -4.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 4, 'd')
1562	5.167μs	4.988μs -3.45%	4.952μs -4.16%	bench_core.Core.time_ones_100
1563	13.483μs	13.228μs -1.89%	12.924μs -4.14%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex128')
1564	191.974μs	261.730μs 36.34%	184.049μs -4.13%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 4, 'd')
1565	614.301μs	595.190μs -3.11%	589.032μs -4.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 4, 'f')
1566	22.482μs	22.357μs -0.56%	21.558μs -4.11%	bench_io.Copy.time_strided_copy('complex128')
1567	383.567ns	389.719ns 1.60%	367.815ns -4.11%	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray(array([5]))
1568	64.800μs	67.208μs 3.72%	62.152μs -4.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 2, 'd')
1569	3.832μs	3.721μs -2.90%	3.677μs -4.05%	bench_itemselection.PutMask.time_dense(True, 'complex64')
1570	21.764μs	22.054μs 1.33%	20.889μs -4.02%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'longfloat')
1571	65.164μs	63.191μs -3.03%	62.550μs -4.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 2, 'd')
1572	11.791μs	11.541μs -2.12%	11.319μs -4.00%	bench_core.CorrConv.time_convolve(1000, 1000, 'valid')
1573	51.987μs	50.812μs -2.26%	49.920μs -3.98%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 2, 'f')
1574	164.573μs	165.037μs 0.28%	158.058μs -3.96%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int32'>)
1575	1.309ms	1.310ms 0.11%	1.257ms -3.95%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'numpy.int8'>)
1576	55.781μs	53.891μs -3.39%	53.581μs -3.94%	bench_lib.Nan.time_nanargmax(200, 90.0)
1577	1.353μs	1.348μs -0.36%	1.299μs -3.94%	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs(1)
1578	10.371μs	10.391μs 0.19%	9.963μs -3.94%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float32')
1579	28.833μs	28.460μs -1.29%	27.713μs -3.89%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('subtract', 4, 'D')
1580	554.800μs	558.847μs 0.73%	533.255μs -3.88%	bench_linalg.Linalg.time_op('det', 'complex64')
1581	44.500μs	45.116μs 1.38%	42.778μs -3.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 1, 'f')
1582	41.303μs	41.898μs 1.44%	39.709μs -3.86%	bench_ufunc.UFunc.time_ufunc_types('bitwise_or')
1583	268.273μs	263.574μs -1.75%	257.965μs -3.84%	bench_ufunc.CustomInplace.time_char_or_temp
1584	114.300μs	113.582μs -0.63%	109.933μs -3.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 4, 'f')
1585	11.905μs	11.475μs -3.61%	11.453μs -3.79%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint16'>, 43)
1586	506.042μs	499.300μs -1.33%	487.005μs -3.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 2, 'f')
1587	615.663μs	596.700μs -3.08%	592.506μs -3.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 4, 'f')
1588	56.979μs	56.142μs -1.47%	54.846μs -3.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 4, 2, 'f')
1589	2.810ms	2.711ms -3.53%	2.706ms -3.73%	bench_lib.Nan.time_nanmedian(200000, 0.1)
1590	10.394ms	10.094ms -2.89%	10.007ms -3.72%	bench_core.CorrConv.time_correlate(1000, 10000, 'same')
1591	51.902μs	50.675μs -2.36%	49.973μs -3.72%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex256')
1592	61.472μs	59.995μs -2.40%	59.202μs -3.69%	bench_function_base.Sort.time_sort('quick', 'int16', ('ordered',))
1593	4.810μs	4.743μs -1.41%	4.634μs -3.67%	bench_itemselection.PutMask.time_dense(False, 'longfloat')
1594	156.689μs	155.476μs -0.77%	150.943μs -3.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 4, 'f')
1595	525.129μs	523.119μs -0.38%	505.940μs -3.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 4, 'f')
1596	181.109μs	176.103μs -2.76%	174.509μs -3.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 2, 'd')
1597	316.976μs	313.091μs -1.23%	305.473μs -3.63%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 2047])
1598	13.503μs	13.310μs -1.43%	13.013μs -3.63%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'longfloat')
1599	98.620μs	96.075μs -2.58%	95.044μs -3.63%	bench_function_base.Sort.time_argsort('quick', 'int64', ('reversed',))
1600	15.679μs	15.344μs -2.14%	15.114μs -3.61%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 10)
1601	9.497μs	9.315μs -1.91%	9.154μs -3.60%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, 43)
1602	17.216μs	17.716μs 2.90%	16.598μs -3.59%	bench_core.Core.time_array_l
1603	146.395μs	142.729μs -2.50%	141.224μs -3.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 2, 'f')
1604	44.938μs	44.208μs -1.62%	43.357μs -3.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 1, 'f')
1605	14.205μs	14.172μs -0.23%	13.709μs -3.50%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'complex64')
1606	446.736μs	443.692μs -0.68%	431.150μs -3.49%	bench_linalg.Linalg.time_op('det', 'complex128')
1607	11.061μs	10.857μs -1.85%	10.676μs -3.48%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int16')
1608	1.676ms	1.675ms -0.03%	1.617ms -3.48%	bench_random.Randint.time_randint_slow
1609	382.372ns	390.238ns 2.06%	369.257ns -3.43%	bench_array_coercion.ArrayCoercionSmall.time_asarray(array([5]))
1610	10.613μs	10.841μs 2.15%	10.250μs -3.42%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float32')
1611	5.300μs	5.192μs -2.04%	5.120μs -3.39%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), axis=0, dtype=None, out=array(0.)))
1612	932.684μs	918.884μs -1.48%	901.175μs -3.38%	bench_ufunc.UFunc.time_ufunc_types('fmax')
1613	108.495μs	105.601μs -2.67%	104.839μs -3.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 2, 'd')
1614	2.705μs	2.634μs -2.63%	2.614μs -3.37%	bench_core.Core.time_array_l1
1615	10.855μs	10.564μs -2.69%	10.490μs -3.37%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'int32')
1616	877.670μs	849.258μs -3.24%	848.175μs -3.36%	bench_ufunc.UFunc.time_ufunc_types('subtract')
1617	1.436ms	1.418ms -1.25%	1.388ms -3.31%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'numpy.int64'>)
1618	43.903μs	44.292μs 0.89%	42.455μs -3.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 1, 'f')
1619	14.223μs	14.220μs -0.02%	13.754μs -3.29%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int32')
1620	52.232μs	51.606μs -1.20%	50.514μs -3.29%	bench_indexing.ScalarIndexing.time_assign_cast(1)
1621	1.304ms	1.278ms -1.97%	1.261ms -3.28%	bench_lib.Nan.time_nanargmin(200000, 2.0)
1622	78.317μs	78.578μs 0.33%	75.756μs -3.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 4, 1, 'd')
1623	30.761μs	32.307μs 5.03%	29.755μs -3.27%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'longfloat')
1624	21.612μs	21.135μs -2.21%	20.908μs -3.26%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'str'>)
1625	78.488μs	77.850μs -0.81%	75.937μs -3.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 4, 4, 'f')
1626	35.091μs	34.333μs -2.16%	33.952μs -3.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 1, 'f')
1627	4.033μs	4.234μs 4.99%	3.902μs -3.24%	bench_itemselection.PutMask.time_sparse(False, 'longfloat')
1628	14.135μs	14.074μs -0.43%	13.680μs -3.22%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex64')
1629	487.947μs	500.027μs 2.48%	472.275μs -3.21%	bench_reduce.AddReduceSeparate.time_reduce(0, 'float64')
1630	14.451μs	14.349μs -0.70%	13.988μs -3.20%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int32')
1631	69.595μs	68.445μs -1.65%	67.370μs -3.20%	bench_scalar.ScalarMath.time_power_of_two('float16')
1632	146.933μs	147.229μs 0.20%	142.272μs -3.17%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 2, 'f')
1633	5.188μs	5.308μs 2.31%	5.024μs -3.16%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int16')
1634	2.192ms	2.133ms -2.69%	2.123ms -3.15%	bench_lib.Nan.time_nansum(200000, 50.0)
1635	10.638μs	10.381μs -2.41%	10.303μs -3.15%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float32')
1636	55.436μs	54.724μs -1.28%	53.701μs -3.13%	bench_ufunc.CustomInplace.time_float_add
1637	5.174μs	5.356μs 3.53%	5.012μs -3.12%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0, None, array(0.)))
1638	103.776μs	101.119μs -2.56%	100.544μs -3.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 4, 2, 'd')
1639	44.267ms	43.052ms -2.75%	42.893ms -3.10%	bench_records.Records.time_fromstring_formats_as_string
1640	2.800μs	2.793μs -0.23%	2.713μs -3.10%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray([1])
1641	643.512μs	629.153μs -2.23%	623.568μs -3.10%	bench_ufunc.UFunc.time_ufunc_types('logaddexp2')
1642	902.184μs	876.675μs -2.83%	874.393μs -3.08%	bench_ufunc.UFunc.time_ufunc_types('maximum')
1643	587.534μs	570.505μs -2.90%	569.453μs -3.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 1, 'f')
1644	5.787μs	5.687μs -1.74%	5.610μs -3.07%	bench_array_coercion.ArrayCoercionSmall.time_array_subok(range(0, 3))
1645	9.711μs	9.597μs -1.17%	9.413μs -3.07%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'int64')
1646	72.135μs	70.575μs -2.16%	69.921μs -3.07%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'bool'>)
1647	81.667μs	83.636μs 2.41%	79.165μs -3.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 4, 1, 'd')
1648	7.278μs	7.313μs 0.48%	7.055μs -3.06%	bench_io.Copy.time_strided_assign('float64')
1649	144.802μs	141.867μs -2.03%	140.380μs -3.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 4, 'f')
1650	1.386ms	1.347ms -2.82%	1.344ms -3.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 1, 4, 'd')
1651	7.372μs	7.255μs -1.60%	7.150μs -3.01%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float32')
1652	41.059μs	40.030μs -2.51%	39.825μs -3.01%	bench_lib.Nan.time_nanprod(200, 90.0)
1653	6.009μs	5.879μs -2.16%	5.829μs -3.00%	bench_reduce.AnyAll.time_any_fast
1654	127.318μs	125.031μs -1.80%	123.516μs -2.99%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 4, 'd')
1655	416.815μs	404.812μs -2.88%	404.388μs -2.98%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'object'>)
1656	13.380μs	13.494μs 0.85%	12.982μs -2.97%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float64')
1657	789.922μs	774.829μs -1.91%	766.436μs -2.97%	bench_function_base.Sort.time_argsort('heap', 'int64', ('random',))
1658	54.628μs	53.548μs -1.98%	53.013μs -2.96%	bench_lib.Nan.time_nanargmin(200, 2.0)
1659	79.744μs	78.344μs -1.76%	77.386μs -2.96%	bench_core.Core.time_diagflat_l50_l50
1660	4.178ms	4.056ms -2.92%	4.054ms -2.95%	bench_lib.Nan.time_nanstd(200000, 50.0)
1661	4.381μs	4.539μs 3.60%	4.252μs -2.95%	bench_core.CorrConv.time_correlate(50, 10, 'same')
1662	21.954μs	21.912μs -0.19%	21.308μs -2.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 1, 'f')
1663	118.246μs	119.690μs 1.22%	114.773μs -2.94%	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 10))
1664	19.911μs	19.503μs -2.05%	19.329μs -2.92%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'int64')
1665	954.060μs	944.967μs -0.95%	926.217μs -2.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 4, 'f')
1666	4.395μs	4.386μs -0.21%	4.267μs -2.92%	bench_array_coercion.ArrayCoercionSmall.time_array_subok([1])
1667	51.161μs	51.145μs -0.03%	49.669μs -2.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 2, 'f')
1668	141.363μs	138.551μs -1.99%	137.261μs -2.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 1, 1, 'f')
1669	8.081μs	8.495μs 5.12%	7.847μs -2.89%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int16')
1670	5.784μs	5.699μs -1.47%	5.618μs -2.88%	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(range(0, 3))
1671	13.799μs	13.715μs -0.61%	13.402μs -2.88%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex64')
1672	341.506μs	338.648μs -0.84%	331.686μs -2.88%	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(1000)
1673	2.803μs	2.779μs -0.87%	2.723μs -2.88%	bench_array_coercion.ArrayCoercionSmall.time_asarray([1])
1674	5.068μs	5.092μs 0.48%	4.923μs -2.87%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), out=array(0.)))
1675	78.516μs	78.908μs 0.50%	76.267μs -2.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 1, 'd')
1676	99.406μs	97.861μs -1.55%	96.565μs -2.86%	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 10))
1677	91.129μs	90.280μs -0.93%	88.524μs -2.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 2, 'd')
1678	10.140μs	10.376μs 2.33%	9.852μs -2.85%	bench_core.CorrConv.time_convolve(50, 10, 'same')
1679	49.674μs	48.928μs -1.50%	48.263μs -2.84%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 4, 'f')
1680	505.587μs	492.596μs -2.57%	491.255μs -2.83%	bench_function_base.Sort.time_sort('heap', 'int64', ('reversed',))
1681	9.708μs	9.556μs -1.56%	9.433μs -2.83%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'float64')
1682	65.790μs	64.860μs -1.41%	63.943μs -2.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 2, 'd')
1683	499.901μs	497.232μs -0.53%	485.914μs -2.80%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 2, 'f')
1684	38.996μs	38.418μs -1.48%	37.906μs -2.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 2, 'f')
1685	9.694μs	9.749μs 0.57%	9.424μs -2.79%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'float32')
1686	90.554μs	92.562μs 2.22%	88.034μs -2.78%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int64'>)
1687	21.398μs	21.510μs 0.52%	20.803μs -2.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 1, 'f')
1688	65.348μs	63.828μs -2.33%	63.537μs -2.77%	bench_ufunc.CustomInplace.time_double_add
1689	58.863μs	59.365μs 0.85%	57.234μs -2.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 4, 'f')
1690	103.680μs	100.939μs -2.64%	100.810μs -2.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 2, 'd')
1691	125.931μs	124.254μs -1.33%	122.446μs -2.77%	bench_function_base.Sort.time_argsort('merge', 'int64', ('sorted_block', 10))
1692	1.092ms	1.151ms 5.36%	1.062ms -2.77%	bench_core.VarComplex.time_var(100000)
1693	244.219μs	239.679μs -1.86%	237.512μs -2.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 4, 4, 'd')
1694	13.071μs	14.382μs 10.03%	12.713μs -2.74%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'int64')
1695	1.525ms	1.642ms 7.68%	1.484ms -2.74%	bench_lib.Nan.time_nancumsum(200000, 0)
1696	9.491μs	9.400μs -0.96%	9.234μs -2.71%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, 8)
1697	394.612μs	385.581μs -2.29%	383.946μs -2.70%	bench_shape_base.Block.time_no_lists(100)
1698	14.513μs	14.287μs -1.56%	14.122μs -2.69%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, -8)
1699	143.208μs	140.670μs -1.77%	139.368μs -2.68%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 2, 1, 'f')
1700	3.597μs	3.554μs -1.22%	3.501μs -2.68%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int16'>)
1701	2.282μs	2.308μs 1.14%	2.221μs -2.66%	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(5)
1702	2.076ms	2.067ms -0.45%	2.021ms -2.66%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 4, 'f')
1703	146.399μs	144.896μs -1.03%	142.521μs -2.65%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 1, 'd')
1704	150.626μs	163.548μs 8.58%	146.662μs -2.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 4, 'f')
1705	49.019μs	48.967μs -0.11%	47.734μs -2.62%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 2, 'f')
1706	315.425μs	314.457μs -0.31%	307.174μs -2.62%	bench_random.Bounded.time_bounded('PCG64', [<class 'numpy.uint64'>, 1535])
1707	644.919μs	651.569μs 1.03%	628.065μs -2.61%	bench_function_base.Sort.time_argsort('heap', 'int64', ('sorted_block', 10))
1708	141.826μs	140.670μs -0.82%	138.122μs -2.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 2, 'f')
1709	16.873ms	16.863ms -0.06%	16.433ms -2.61%	bench_indexing.IndexingSeparate.time_mmap_fancy_indexing
1710	40.478μs	40.017μs -1.14%	39.427μs -2.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 1, 'd')
1711	13.873μs	13.759μs -0.83%	13.515μs -2.58%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int32')
1712	39.356μs	39.225μs -0.33%	38.350μs -2.56%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 1, 'd')
1713	59.220μs	58.186μs -1.75%	57.710μs -2.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 4, 'f')
1714	102.033μs	99.531μs -2.45%	99.433μs -2.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 2, 'd')
1715	27.440μs	27.113μs -1.19%	26.745μs -2.53%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 100)
1716	1.243ms	1.217ms -2.11%	1.212ms -2.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 2, 'd')
1717	21.029μs	20.764μs -1.26%	20.499μs -2.52%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'complex128')
1718	19.209μs	19.154μs -0.29%	18.727μs -2.51%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex64')
1719	1.090ms	1.074ms -1.47%	1.063ms -2.50%	bench_lib.Nan.time_nansum(200000, 0)
1720	542.085μs	537.180μs -0.90%	528.655μs -2.48%	bench_function_base.Sort.time_sort('heap', 'int16', ('sorted_block', 100))
1721	9.818μs	9.798μs -0.21%	9.577μs -2.46%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int32')
1722	155.180μs	171.008μs 10.20%	151.366μs -2.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 2, 'd')
1723	4.425μs	4.350μs -1.68%	4.316μs -2.46%	bench_itemselection.PutMask.time_dense(False, 'int64')
1724	1.749ms	1.715ms -1.95%	1.706ms -2.45%	bench_lib.Nan.time_nanprod(200000, 90.0)
1725	266.595μs	262.860μs -1.40%	260.088μs -2.44%	bench_core.CorrConv.time_convolve(100000, 10, 'same')
1726	8.908μs	8.783μs -1.40%	8.691μs -2.44%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float16')
1727	13.731μs	13.848μs 0.85%	13.398μs -2.42%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float32')
1728	18.510μs	18.080μs -2.32%	18.063μs -2.42%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex64')
1729	1.213ms	1.214ms 0.12%	1.184ms -2.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 1, 'd')
1730	36.340μs	35.966μs -1.03%	35.463μs -2.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 1, 'f')
1731	11.497μs	11.523μs 0.23%	11.220μs -2.41%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'float16')
1732	8.935μs	8.809μs -1.41%	8.720μs -2.41%	bench_io.Copy.time_memcpy('float64')
1733	96.931μs	94.981μs -2.01%	94.610μs -2.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 4, 'f')
1734	2.318ms	2.296ms -0.95%	2.263ms -2.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 1, 'd')
1735	5.413μs	5.598μs 3.42%	5.284μs -2.38%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'float16')
1736	170.916μs	169.330μs -0.93%	166.854μs -2.38%	bench_function_base.Sort.time_argsort('merge', 'float64', ('sorted_block', 10))
1737	14.252μs	14.008μs -1.71%	13.913μs -2.38%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'raise', 'float64')
1738	1.640ms	1.605ms -2.14%	1.601ms -2.37%	bench_core.Core.time_triu_indices_500
1739	4.037μs	4.019μs -0.44%	3.941μs -2.37%	bench_itemselection.PutMask.time_sparse(False, 'float16')
1740	9.520ms	9.387ms -1.40%	9.296ms -2.36%	bench_core.CorrConv.time_convolve(1000, 10000, 'valid')
1741	586.812μs	580.644μs -1.05%	573.084μs -2.34%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 2, 'f')
1742	206.787μs	206.776μs -0.01%	201.954μs -2.34%	bench_core.CountNonzero.time_count_nonzero(1, 10000, <class 'object'>)
1743	54.957μs	53.934μs -1.86%	53.675μs -2.33%	bench_lib.Nan.time_nanargmax(200, 50.0)
1744	1.769ms	1.751ms -1.00%	1.728ms -2.33%	bench_ufunc.UFunc.time_ufunc_types('sqrt')
1745	13.973μs	13.734μs -1.71%	13.647μs -2.33%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'float64')
1746	3.332ms	3.262ms -2.08%	3.254ms -2.33%	bench_ufunc.UFunc.time_ufunc_types('log')
1747	13.906μs	13.934μs 0.20%	13.584μs -2.32%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'int64')
1748	1.202ms	1.194ms -0.72%	1.174ms -2.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 1, 'f')
1749	122.711μs	122.665μs -0.04%	119.875μs -2.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 4, 'd')
1750	19.597μs	19.455μs -0.72%	19.148μs -2.29%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int8'>)
1751	1.806ms	1.777ms -1.58%	1.765ms -2.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 4, 4, 'f')
1752	98.400μs	97.596μs -0.82%	96.156μs -2.28%	bench_core.CorrConv.time_convolve(1000, 100, 'same')
1753	147.200μs	144.703μs -1.70%	143.846μs -2.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 1, 'd')
1754	64.972μs	65.998μs 1.58%	63.492μs -2.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 4, 'f')
1755	15.369μs	15.448μs 0.51%	15.019μs -2.28%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'bool'>)
1756	1.191ms	1.231ms 3.38%	1.164ms -2.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 4, 'd')
1757	30.719μs	30.196μs -1.70%	30.023μs -2.26%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex128')
1758	13.145μs	13.065μs -0.61%	12.847μs -2.26%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'complex64')
1759	109.011μs	107.753μs -1.15%	106.558μs -2.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 4, 'd')
1760	107.358μs	106.424μs -0.87%	104.945μs -2.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 2, 'f')
1761	2.028ms	2.083ms 2.74%	1.982ms -2.24%	bench_lib.Nan.time_nancumprod(200000, 90.0)
1762	1.568ms	1.540ms -1.85%	1.533ms -2.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 4, 'd')
1763	819.730μs	812.508μs -0.88%	801.365μs -2.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 2, 'd')
1764	2.247ms	2.289ms 1.89%	2.196ms -2.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 1, 'd')
1765	415.986μs	432.927μs 4.07%	406.696μs -2.23%	bench_indexing.Indexing.time_op('indexes_rand_', ':,I', '=1')
1766	9.939ms	9.767ms -1.74%	9.718ms -2.22%	bench_ufunc.Broadcast.time_broadcast
1767	46.442μs	48.696μs 4.85%	45.411μs -2.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 1, 'f')
1768	3.032ms	2.984ms -1.60%	2.965ms -2.21%	bench_io.LoadtxtCSVComments.time_comment_loadtxt_csv(10000)
1769	735.511ns	722.455ns -1.78%	719.348ns -2.20%	bench_core.Core.time_array_1
1770	139.003μs	138.564μs -0.32%	135.956μs -2.19%	bench_function_base.Sort.time_sort('merge', 'float64', ('sorted_block', 10))
1771	18.408μs	18.381μs -0.14%	18.005μs -2.19%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'float64')
1772	813.746μs	804.392μs -1.15%	795.969μs -2.18%	bench_indexing.Indexing.time_op('indexes_', 'I', '')
1773	281.339μs	276.365μs -1.77%	275.208μs -2.18%	bench_lib.Nan.time_nanpercentile(200, 0.1)
1774	815.438μs	815.662μs 0.03%	797.700μs -2.18%	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex64')
1775	363.067μs	356.969μs -1.68%	355.176μs -2.17%	bench_core.Core.time_array_float_l1000
1776	21.594μs	21.364μs -1.07%	21.125μs -2.17%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex256')
1777	3.624μs	3.583μs -1.13%	3.545μs -2.17%	bench_itemselection.PutMask.time_sparse(True, 'complex128')
1778	72.345μs	72.329μs -0.02%	70.781μs -2.16%	bench_core.Core.time_diagflat_l100
1779	1.972ms	1.977ms 0.24%	1.930ms -2.16%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint32', (4, 4))
1780	1.337ms	1.353ms 1.20%	1.308ms -2.16%	bench_lib.Nan.time_nanprod(200000, 2.0)
1781	621.035μs	620.300μs -0.12%	607.653μs -2.15%	bench_function_base.Sort.time_sort('heap', 'int64', ('sorted_block', 10))
1782	10.722μs	10.959μs 2.21%	10.492μs -2.15%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int64'>)
1783	510.910μs	504.605μs -1.23%	499.914μs -2.15%	bench_ufunc.UFunc.time_ufunc_types('radians')
1784	897.993μs	891.008μs -0.78%	878.675μs -2.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 1, 'd')
1785	343.185μs	338.446μs -1.38%	335.825μs -2.14%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint64'>, 95])
1786	141.005μs	141.176μs 0.12%	137.982μs -2.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 1, 'f')
1787	3.615ms	3.567ms -1.34%	3.538ms -2.14%	bench_function_base.Histogram1D.time_full_coverage
1788	459.363μs	459.838μs 0.10%	449.546μs -2.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 4, 'f')
1789	143.069μs	141.085μs -1.39%	140.015μs -2.13%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 1, 'f')
1790	59.551μs	58.738μs -1.37%	58.285μs -2.13%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 4, 'f')
1791	4.909ms	4.845ms -1.30%	4.805ms -2.12%	bench_lib.Nan.time_nanmedian(200000, 50.0)
1792	1.104ms	1.094ms -0.92%	1.080ms -2.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 1, 'f')
1793	146.025μs	149.158μs 2.15%	142.933μs -2.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 2, 2, 'd')
1794	30.296μs	29.837μs -1.51%	29.655μs -2.12%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'complex128')
1795	1.065μs	1.052μs -1.17%	1.043μs -2.10%	bench_scalar.ScalarMath.time_abs('float32')
1796	64.161μs	63.573μs -0.92%	62.813μs -2.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 2, 'd')
1797	77.818μs	76.761μs -1.36%	76.186μs -2.10%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 4, 'f')
1798	833.724μs	833.585μs -0.02%	816.277μs -2.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 1, 'd')
1799	164.144μs	170.225μs 3.71%	160.735μs -2.08%	bench_core.Temporaries.time_mid
1800	10.350μs	10.423μs 0.70%	10.135μs -2.08%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int16'>, -8)
1801	1.076ms	1.062ms -1.26%	1.053ms -2.07%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 4, 4, 'f')
1802	1.248ms	1.285ms 3.03%	1.222ms -2.07%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 2, 'd')
1803	7.296μs	7.422μs 1.72%	7.145μs -2.06%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int32')
1804	4.448μs	4.541μs 2.10%	4.356μs -2.06%	bench_itemselection.PutMask.time_dense(False, 'complex64')
1805	535.510μs	529.980μs -1.03%	524.505μs -2.06%	bench_function_base.Sort.time_argsort('merge', 'int64', ('random',))
1806	25.108μs	24.706μs -1.60%	24.596μs -2.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 1, 'f')
1807	383.281ns	394.425ns 2.91%	375.491ns -2.03%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(array([5]))
1808	949.790μs	955.282μs 0.58%	930.600μs -2.02%	bench_ufunc.UFunc.time_ufunc_types('remainder')
1809	5.552μs	5.495μs -1.02%	5.440μs -2.02%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.])))
1810	16.627μs	16.535μs -0.55%	16.292μs -2.01%	bench_indexing.ScalarIndexing.time_index(0)
1811	58.919μs	58.129μs -1.34%	57.736μs -2.01%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 4, 'f')
1812	339.540μs	337.406μs -0.63%	332.753μs -2.00%	bench_io.LoadtxtReadUint64Integers.time_read_uint64(1000)
1813	18.687μs	18.652μs -0.19%	18.314μs -2.00%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'int64')
1814	262.219μs	259.615μs -0.99%	256.990μs -1.99%	bench_ufunc.UFunc.time_ufunc_types('lcm')
1815	4.119μs	4.106μs -0.31%	4.037μs -1.99%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'bool'>)
1816	958.155μs	1.031ms 7.56%	939.176μs -1.98%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 2, 'f')
1817	1.212ms	1.191ms -1.77%	1.188ms -1.98%	bench_lib.Nan.time_nanargmin(200000, 0.1)
1818	918.786μs	913.384μs -0.59%	900.624μs -1.98%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 4, 'f')
1819	15.434μs	15.214μs -1.43%	15.129μs -1.97%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('complex128', 10)
1820	29.888μs	29.537μs -1.18%	29.299μs -1.97%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'longfloat')
1821	190.586μs	196.868μs 3.30%	186.856μs -1.96%	bench_core.Core.time_array_float64_l1000
1822	765.800μs	757.578μs -1.07%	750.828μs -1.96%	bench_reduce.AddReduceSeparate.time_reduce(1, 'int32')
1823	720.660μs	709.607μs -1.53%	706.607μs -1.95%	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 10))
1824	2.931ms	2.909ms -0.75%	2.874ms -1.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 4, 'd')
1825	509.234μs	502.868μs -1.25%	499.391μs -1.93%	bench_ufunc.UFunc.time_ufunc_types('degrees')
1826	111.839μs	122.615μs 9.64%	109.684μs -1.93%	bench_ufunc.UFunc.time_ufunc_types('right_shift')
1827	4.384μs	4.412μs 0.64%	4.300μs -1.92%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype([1])
1828	312.506μs	322.253μs 3.12%	306.503μs -1.92%	bench_ufunc.CustomInplace.time_double_add_temp
1829	61.538μs	61.124μs -0.67%	60.359μs -1.92%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int8'>)
1830	596.312μs	594.450μs -0.31%	584.927μs -1.91%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 2, 'f')
1831	416.381μs	417.177μs 0.19%	408.446μs -1.91%	bench_core.CorrConv.time_convolve(50, 10000, 'full')
1832	28.073μs	31.027μs 10.52%	27.539μs -1.90%	bench_shape_base.Block.time_no_lists(1)
1833	901.227μs	903.842μs 0.29%	884.085μs -1.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 4, 'f')
1834	3.622ms	3.619ms -0.10%	3.554ms -1.90%	bench_lib.Nan.time_nanquantile(200000, 90.0)
1835	2.351ms	2.336ms -0.63%	2.306ms -1.90%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 4, 'f')
1836	63.888μs	64.155μs 0.42%	62.677μs -1.89%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 4, 'f')
1837	234.818μs	272.313μs 15.97%	230.374μs -1.89%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 4, 'd')
1838	21.392μs	21.224μs -0.79%	20.988μs -1.89%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'complex128')
1839	705.713μs	697.173μs -1.21%	692.440μs -1.88%	bench_ufunc.UFunc.time_ufunc_types('negative')
1840	161.389μs	159.194μs -1.36%	158.362μs -1.88%	bench_lib.Nan.time_nanvar(200, 50.0)
1841	144.989μs	144.255μs -0.51%	142.271μs -1.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'deg2rad'>, 4, 1, 'f')
1842	1.594ms	1.595ms 0.02%	1.565ms -1.87%	bench_lib.Nan.time_nanargmax(200000, 90.0)
1843	47.244μs	46.781μs -0.98%	46.361μs -1.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 2, 'f')
1844	9.692μs	10.390μs 7.21%	9.511μs -1.87%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'int64')
1845	2.729ms	2.748ms 0.70%	2.678ms -1.86%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 2, 2, 'd')
1846	13.427μs	13.447μs 0.15%	13.180μs -1.84%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'float64')
1847	75.535ms	74.993ms -0.72%	74.144ms -1.84%	bench_function_base.Sort.time_sort_worst
1848	78.733μs	77.539μs -1.52%	77.293μs -1.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 4, 4, 'f')
1849	75.150μs	75.153μs 0.00%	73.781μs -1.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 2, 'd')
1850	42.042μs	41.901μs -0.34%	41.278μs -1.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 2, 'f')
1851	11.271μs	11.881μs 5.41%	11.067μs -1.82%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'int16')
1852	437.858μs	434.275μs -0.82%	429.921μs -1.81%	bench_core.CorrConv.time_correlate(50, 10000, 'valid')
1853	122.962μs	126.496μs 2.87%	120.734μs -1.81%	bench_linalg.Linalg.time_op('norm', 'longfloat')
1854	144.033μs	144.036μs 0.00%	141.425μs -1.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 4, 1, 'f')
1855	7.362μs	7.635μs 3.71%	7.229μs -1.81%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float16')
1856	1.759ms	1.748ms -0.64%	1.727ms -1.80%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 2, 'f')
1857	118.607ms	117.899ms -0.60%	116.471ms -1.80%	bench_import.Import.time_linalg
1858	49.919μs	49.720μs -0.40%	49.022μs -1.80%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 2, 2, 'd')
1859	5.815μs	5.846μs 0.53%	5.711μs -1.80%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'object'>)
1860	52.751μs	61.865μs 17.28%	51.804μs -1.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 2, 'f')
1861	12.385ms	12.302ms -0.67%	12.163ms -1.79%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('bool'), 3000)
1862	61.429μs	61.392μs -0.06%	60.330μs -1.79%	bench_indexing.ScalarIndexing.time_assign_cast(2)
1863	1.498ms	1.552ms 3.62%	1.472ms -1.78%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 2, 'd')
1864	189.153μs	191.747μs 1.37%	185.793μs -1.78%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint16', (4, 4))
1865	1.009ms	1.002ms -0.73%	991.009μs -1.77%	bench_indexing.Indexing.time_op('indexes_', ':,I', '')
1866	584.353μs	575.866μs -1.45%	574.005μs -1.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 1, 'f')
1867	473.757μs	478.959μs 1.10%	465.413μs -1.76%	bench_function_base.Sort.time_argsort('quick', 'int16', ('random',))
1868	77.911μs	77.443μs -0.60%	76.541μs -1.76%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 4, 4, 'f')
1869	86.041μs	85.158μs -1.03%	84.529μs -1.76%	bench_lib.Nan.time_nanmedian(200, 0)
1870	14.893μs	14.755μs -0.92%	14.634μs -1.74%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint32'>, 43)
1871	58.194μs	58.855μs 1.13%	57.184μs -1.74%	bench_function_base.Sort.time_argsort('quick', 'int16', ('ordered',))
1872	5.658μs	5.721μs 1.10%	5.560μs -1.73%	bench_ufunc.ArgParsingReduce.time_add_reduce_arg_parsing((array([0., 1.]), 0, None))
1873	180.835ms	180.860ms 0.01%	177.704ms -1.73%	bench_shape_base.Block.time_3d(100, 'copy')
1874	12.905μs	12.818μs -0.68%	12.683μs -1.72%	bench_ufunc.CustomScalar.time_divide_scalar2(<class 'numpy.float32'>)
1875	38.382μs	37.770μs -1.59%	37.720μs -1.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 1, 'd')
1876	47.084μs	46.694μs -0.83%	46.273μs -1.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 1, 'f')
1877	66.554μs	66.663μs 0.16%	65.410μs -1.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 4, 'f')
1878	5.500ms	5.461ms -0.70%	5.405ms -1.72%	bench_lib.Nan.time_nanquantile(200000, 50.0)
1879	30.428μs	30.677μs 0.82%	29.907μs -1.71%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'str'>)
1880	3.236μs	3.448μs 6.56%	3.181μs -1.71%	bench_array_coercion.ArrayCoercionSmall.time_array_dtype_not_kwargs([1])
1881	2.020ms	2.014ms -0.32%	1.986ms -1.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 1, 4, 'd')
1882	136.719μs	135.501μs -0.89%	134.389μs -1.70%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint32', (4, 4))
1883	109.830μs	108.692μs -1.04%	107.960μs -1.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 4, 'd')
1884	46.788μs	53.773μs 14.93%	45.994μs -1.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 2, 'f')
1885	472.592μs	465.088μs -1.59%	464.613μs -1.69%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 2, 2, 'f')
1886	634.043μs	628.256μs -0.91%	623.350μs -1.69%	bench_core.Core.time_array_l_view
1887	2.529ms	2.499ms -1.18%	2.487ms -1.69%	bench_lib.Nan.time_nanmean(200000, 50.0)
1888	1.707μs	1.704μs -0.20%	1.679μs -1.68%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int32'>)
1889	39.293μs	39.497μs 0.52%	38.633μs -1.68%	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 1000))
1890	475.310μs	478.095μs 0.59%	467.396μs -1.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 4, 2, 'f')
1891	1.677ms	1.661ms -0.94%	1.649ms -1.66%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 1, 'd')
1892	20.904μs	21.870μs 4.62%	20.560μs -1.65%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'wrap', 'longfloat')
1893	16.755ms	16.724ms -0.19%	16.479ms -1.65%	bench_linalg.Einsum.time_einsum_outer(<class 'numpy.float64'>)
1894	27.091μs	27.071μs -0.07%	26.647μs -1.64%	bench_indexing.ScalarIndexing.time_index(1)
1895	2.169ms	2.137ms -1.48%	2.133ms -1.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 2, 1, 'f')
1896	1.732ms	1.725ms -0.40%	1.704ms -1.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sinh'>, 1, 2, 'f')
1897	913.268μs	913.842μs 0.06%	898.425μs -1.63%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 4, 1, 'f')
1898	12.692μs	12.898μs 1.62%	12.487μs -1.62%	bench_ufunc.CustomScalar.time_less_than_scalar2(<class 'numpy.float64'>)
1899	14.445μs	18.507μs 28.12%	14.212μs -1.62%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, -43)
1900	20.337μs	20.629μs 1.44%	20.008μs -1.62%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int16'>)
1901	369.392μs	372.090μs 0.73%	363.437μs -1.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 2, 'f')
1902	3.569μs	3.521μs -1.35%	3.511μs -1.61%	bench_itemselection.PutMask.time_sparse(True, 'float32')
1903	53.598μs	56.511μs 5.43%	52.737μs -1.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 1, 2, 'f')
1904	905.559μs	892.217μs -1.47%	891.008μs -1.61%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 2, 'f')
1905	142.183μs	142.553μs 0.26%	139.901μs -1.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 4, 1, 'f')
1906	35.324μs	35.231μs -0.26%	34.758μs -1.60%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 2, 1, 'f')
1907	9.775μs	9.901μs 1.29%	9.618μs -1.60%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex64')
1908	14.961μs	14.952μs -0.06%	14.722μs -1.59%	bench_function_base.Sort.time_argsort('merge', 'int64', ('uniform',))
1909	8.805ms	8.679ms -1.44%	8.665ms -1.59%	bench_linalg.Einsum.time_einsum_outer(<class 'numpy.float32'>)
1910	1.883ms	1.869ms -0.73%	1.853ms -1.59%	bench_io.Copy.time_memcpy_large_out_of_place('int16')
1911	910.017μs	915.175μs 0.57%	895.592μs -1.59%	bench_random.Bounded.time_bounded('SFC64', [<class 'numpy.uint8'>, 95])
1912	456.925μs	454.344μs -0.56%	449.724μs -1.58%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 2, 4, 'f')
1913	44.249μs	44.411μs 0.37%	43.552μs -1.58%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int8'>)
1914	740.514μs	745.436μs 0.66%	728.971μs -1.56%	bench_random.RNG.time_raw('SFC64')
1915	10.016μs	10.320μs 3.04%	9.860μs -1.56%	bench_core.CorrConv.time_convolve(50, 10, 'full')
1916	122.941μs	124.669μs 1.41%	121.027μs -1.56%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 4, 'd')
1917	338.448μs	339.403μs 0.28%	333.261μs -1.53%	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 10))
1918	20.735μs	20.524μs -1.02%	20.417μs -1.53%	bench_ufunc.CustomScalar.time_divide_scalar2(<class 'numpy.float64'>)
1919	38.108μs	38.448μs 0.89%	37.527μs -1.52%	bench_function_base.Sort.time_sort('merge', 'int16', ('reversed',))
1920	74.602μs	73.809μs -1.06%	73.468μs -1.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 2, 'd')
1921	9.373μs	9.271μs -1.09%	9.231μs -1.52%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int8'>, -8)
1922	21.332μs	21.168μs -0.77%	21.009μs -1.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 1, 1, 'f')
1923	59.409μs	60.010μs 1.01%	58.511μs -1.51%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 4, 'f')
1924	13.736μs	15.578μs 13.41%	13.529μs -1.51%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'float64')
1925	1.055ms	1.052ms -0.21%	1.039ms -1.51%	bench_indexing.Indexing.time_op('indexes_rand_', ':,I', '')
1926	35.979μs	36.588μs 1.69%	35.438μs -1.50%	bench_lib.Nan.time_nanprod(200, 2.0)
1927	14.097μs	14.103μs 0.04%	13.885μs -1.50%	bench_itemselection.Take.time_contiguous((1000, 3), 'wrap', 'float32')
1928	63.107ms	64.444ms 2.12%	62.160ms -1.50%	bench_ma.Concatenate.time_it('masked', 2000)
1929	11.203ms	11.159ms -0.39%	11.035ms -1.50%	bench_reduce.AddReduceSeparate.time_reduce(0, 'float16')
1930	14.854ms	15.365ms 3.44%	14.634ms -1.49%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 100000)
1931	56.443μs	55.773μs -1.19%	55.605μs -1.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 2, 'f')
1932	1.063ms	1.121ms 5.43%	1.048ms -1.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 2, 'd')
1933	47.849μs	47.382μs -0.98%	47.140μs -1.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 2, 'f')
1934	878.701μs	879.008μs 0.04%	865.854μs -1.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 1, 'd')
1935	9.811μs	9.716μs -0.97%	9.668μs -1.46%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'float64')
1936	7.247μs	7.395μs 2.05%	7.141μs -1.46%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int16')
1937	440.475μs	440.504μs 0.01%	434.150μs -1.44%	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 10))
1938	1.734ms	1.724ms -0.55%	1.709ms -1.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 1, 'f')
1939	4.425s	4.406s -0.42%	4.361s -1.43%	bench_trim_zeros.TrimZeros.time_trim_zeros(dtype('int64'), 300000)
1940	3.397μs	3.380μs -0.49%	3.348μs -1.42%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'numpy.int8'>)
1941	33.988μs	34.156μs 0.49%	33.505μs -1.42%	bench_core.Core.time_array_l100
1942	901.753ns	894.794ns -0.77%	888.954ns -1.42%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray(5)
1943	14.225μs	14.437μs 1.49%	14.023μs -1.42%	bench_scalar.ScalarMath.time_addition_pyint('float16')
1944	21.661μs	21.785μs 0.57%	21.354μs -1.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 1, 'f')
1945	1.587ms	1.570ms -1.12%	1.565ms -1.41%	bench_indexing.Indexing.time_op('indexes_', 'np.ix_(I, I)', '=1')
1946	1.114ms	1.102ms -1.05%	1.098ms -1.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 2, 'f')
1947	1.808ms	1.800ms -0.45%	1.782ms -1.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 4, 'f')
1948	869.785μs	862.354μs -0.85%	857.662μs -1.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 2, 'f')
1949	1.031s	1.035s 0.31%	1.017s -1.39%	bench_core.CorrConv.time_convolve(100000, 10000, 'same')
1950	1.006ms	1.005ms -0.02%	991.691μs -1.38%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 1, 'd')
1951	89.223μs	90.724μs 1.68%	87.997μs -1.37%	bench_core.Core.time_diag_l100
1952	1.997ms	2.035ms 1.89%	1.969ms -1.37%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 1, 'f')
1953	30.909μs	30.615μs -0.95%	30.485μs -1.37%	bench_lib.Nan.time_nancumsum(200, 2.0)
1954	255.795μs	264.563μs 3.43%	252.286μs -1.37%	bench_function_base.Sort.time_sort('quick', 'int16', ('sorted_block', 1000))
1955	50.812μs	52.802μs 3.92%	50.117μs -1.37%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'complex256')
1956	1.274ms	1.315ms 3.23%	1.256ms -1.36%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 2, 4, 'd')
1957	28.210ms	28.102ms -0.38%	27.825ms -1.36%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float32', 100000)
1958	1.141ms	1.211ms 6.17%	1.125ms -1.36%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 4, 'd')
1959	143.112μs	141.258μs -1.30%	141.183μs -1.35%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 2, 'f')
1960	3.787ms	3.787ms -0.00%	3.736ms -1.34%	bench_function_base.Histogram1D.time_fine_binning
1961	2.508μs	2.544μs 1.45%	2.475μs -1.32%	bench_array_coercion.ArrayCoercionSmall.time_asanyarray_dtype(1)
1962	1.022ms	1.021ms -0.10%	1.009ms -1.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 1, 1, 'f')
1963	1.263ms	1.257ms -0.50%	1.246ms -1.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 1, 4, 'd')
1964	34.580μs	36.054μs 4.26%	34.124μs -1.32%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, -8)
1965	114.954μs	113.873μs -0.94%	113.441μs -1.32%	bench_ufunc.UFunc.time_ufunc_types('left_shift')
1966	78.138μs	78.894μs 0.97%	77.110μs -1.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 2, 'd')
1967	1.087ms	1.080ms -0.65%	1.072ms -1.31%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 4, 1, 'f')
1968	10.001ms	9.948ms -0.53%	9.870ms -1.31%	bench_linalg.Eindot.time_einsum_ij_jk_a_b
1969	3.719μs	3.733μs 0.38%	3.670μs -1.31%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'object'>)
1970	11.331μs	11.873μs 4.78%	11.183μs -1.31%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'str'>)
1971	1.435ms	1.449ms 0.99%	1.417ms -1.30%	bench_lib.Nan.time_nanmean(200000, 0)
1972	1.208ms	1.212ms 0.35%	1.192ms -1.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 2, 'd')
1973	728.161μs	730.774μs 0.36%	718.757μs -1.29%	bench_function_base.Sort.time_argsort('heap', 'float64', ('sorted_block', 1000))
1974	21.376μs	22.737μs 6.37%	21.100μs -1.29%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'longfloat')
1975	43.218μs	44.178μs 2.22%	42.660μs -1.29%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 4, 'D')
1976	283.839μs	289.895μs 2.13%	280.178μs -1.29%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint64', (4, 4))
1977	89.787μs	90.688μs 1.00%	88.631μs -1.29%	bench_function_base.Median.time_even_inplace
1978	198.811μs	200.153μs 0.67%	196.252μs -1.29%	bench_io.LoadtxtReadUint64Integers.time_read_uint64_neg_values(550)
1979	780.045μs	774.757μs -0.68%	770.041μs -1.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 2, 'd')
1980	2.355ms	2.345ms -0.42%	2.325ms -1.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 2, 'd')
1981	4.009μs	4.157μs 3.70%	3.958μs -1.27%	bench_itemselection.PutMask.time_dense(False, 'float16')
1982	135.819μs	135.201μs -0.45%	134.099μs -1.27%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint8', (4, 4))
1983	59.125μs	59.636μs 0.87%	58.378μs -1.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 4, 'f')
1984	1.766ms	1.755ms -0.64%	1.744ms -1.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 1, 'f')
1985	924.439ns	916.620ns -0.85%	912.962ns -1.24%	bench_scalar.ScalarMath.time_multiplication('complex128')
1986	1.073ms	1.134ms 5.69%	1.060ms -1.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 1, 'd')
1987	778.458μs	769.686μs -1.13%	768.829μs -1.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 2, 1, 'd')
1988	114.008μs	113.520μs -0.43%	112.600μs -1.24%	bench_function_base.Median.time_even
1989	46.932μs	47.350μs 0.89%	46.352μs -1.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 2, 1, 'f')
1990	1.344ms	1.332ms -0.91%	1.327ms -1.23%	bench_core.PackBits.time_packbits_axis0(<class 'numpy.uint64'>)
1991	1.231ms	1.226ms -0.44%	1.216ms -1.23%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint16', (4, 4))
1992	52.353μs	51.998μs -0.68%	51.710μs -1.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 2, 1, 'd')
1993	92.322μs	95.975μs 3.96%	91.191μs -1.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 2, 2, 'f')
1994	57.160μs	56.856μs -0.53%	56.461μs -1.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 2, 1, 'd')
1995	1.140ms	1.218ms 6.82%	1.126ms -1.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 4, 'd')
1996	188.540μs	190.183μs 0.87%	186.238μs -1.22%	bench_core.VarComplex.time_var(10000)
1997	152.881μs	164.182μs 7.39%	151.014μs -1.22%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 2, 'd')
1998	2.253μs	2.243μs -0.45%	2.226μs -1.22%	bench_array_coercion.ArrayCoercionSmall.time_array_invalid_kwarg(1)
1999	115.780μs	115.150μs -0.54%	114.372μs -1.22%	bench_core.UnpackBits.time_unpackbits_axis1
2000	2.286ms	2.410ms 5.43%	2.258ms -1.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 1, 2, 'f')
2001	468.831μs	468.330μs -0.11%	463.150μs -1.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 1, 'd')
2002	34.956μs	34.892μs -0.18%	34.534μs -1.21%	bench_function_base.Sort.time_argsort('heap', 'int64', ('uniform',))
2003	3.264ms	3.245ms -0.60%	3.225ms -1.21%	bench_io.LoadtxtReadUint64Integers.time_read_uint64(10000)
2004	142.540μs	143.748μs 0.85%	140.821μs -1.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'radians'>, 2, 2, 'f')
2005	23.364μs	23.599μs 1.01%	23.083μs -1.20%	bench_core.Core.time_hstack_l
2006	156.400μs	165.600μs 5.88%	154.518μs -1.20%	bench_linalg.Einsum.time_einsum_multiply(<class 'numpy.float64'>)
2007	61.581μs	65.710μs 6.71%	60.842μs -1.20%	bench_function_base.Sort.time_sort('quick', 'int16', ('uniform',))
2008	1.223ms	1.217ms -0.49%	1.208ms -1.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 2, 'f')
2009	983.852μs	985.884μs 0.21%	972.217μs -1.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 1, 4, 'd')
2010	142.603μs	142.790μs 0.13%	140.917μs -1.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 1, 1, 'd')
2011	610.335μs	607.770μs -0.42%	603.131μs -1.18%	bench_ma.UFunc.time_2d(False, True, 1000)
2012	458.617μs	473.831μs 3.32%	453.213μs -1.18%	bench_function_base.Sort.time_sort('heap', 'float64', ('ordered',))
2013	917.843μs	930.925μs 1.43%	907.050μs -1.18%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 2, 'd')
2014	17.939μs	17.829μs -0.61%	17.729μs -1.17%	bench_function_base.Sort.time_argsort('merge', 'int64', ('reversed',))
2015	613.343μs	607.329μs -0.98%	606.153μs -1.17%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'object'>)
2016	81.938μs	81.891μs -0.06%	80.982μs -1.17%	bench_shape_base.Block2D.time_block2d((128, 128), 'uint8', (2, 2))
2017	9.226ms	13.339ms 44.58%	9.118ms -1.17%	bench_linalg.Linalg.time_op('pinv', 'complex128')
2018	1.042ms	1.043ms 0.04%	1.030ms -1.16%	bench_ufunc.UFunc.time_ufunc_types('absolute')
2019	9.600μs	9.711μs 1.16%	9.489μs -1.16%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'complex64')
2020	20.389μs	20.646μs 1.26%	20.154μs -1.15%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int32'>)
2021	1.669μs	1.691μs 1.27%	1.650μs -1.15%	bench_core.CountNonzero.time_count_nonzero(1, 100, <class 'numpy.int16'>)
2022	1.856ms	1.860ms 0.20%	1.835ms -1.15%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 2, 1, 'd')
2023	18.327μs	18.526μs 1.09%	18.116μs -1.15%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int8'>)
2024	1.016μs	1.013μs -0.29%	1.005μs -1.14%	bench_scalar.ScalarMath.time_addition('longfloat')
2025	1.528ms	1.520ms -0.52%	1.511ms -1.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 4, 'd')
2026	1.044ms	1.090ms 4.42%	1.032ms -1.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 1, 1, 'd')
2027	4.373μs	4.376μs 0.06%	4.323μs -1.14%	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype([1])
2028	2.344ms	2.324ms -0.86%	2.318ms -1.13%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 4, 2, 'd')
2029	2.280ms	2.274ms -0.27%	2.254ms -1.13%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsinh'>, 4, 2, 'f')
2030	1.028μs	1.018μs -0.98%	1.017μs -1.12%	bench_scalar.ScalarMath.time_multiplication('complex256')
2031	1.046ms	1.097ms 4.87%	1.034ms -1.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 1, 'd')
2032	63.363μs	65.259μs 2.99%	62.654μs -1.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 2, 'd')
2033	2.158ms	2.158ms 0.00%	2.134ms -1.11%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cbrt'>, 4, 4, 'd')
2034	5.597μs	5.645μs 0.86%	5.535μs -1.11%	bench_itemselection.PutMask.time_dense(True, 'complex256')
2035	166.219μs	172.332μs 3.68%	164.405μs -1.09%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 4, 1, 'd')
2036	14.800μs	14.688μs -0.76%	14.639μs -1.09%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint32'>, 8)
2037	2.682ms	2.682ms -0.01%	2.653ms -1.09%	bench_lib.Nan.time_nancumsum(200000, 50.0)
2038	72.947μs	73.299μs 0.48%	72.156μs -1.09%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'numpy.int64'>)
2039	66.649μs	67.620μs 1.46%	65.926μs -1.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 1, 2, 'd')
2040	3.881ms	3.943ms 1.60%	3.839ms -1.08%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'object'>)
2041	105.136ms	104.704ms -0.41%	104.001ms -1.08%	bench_io.LoadtxtCSVSkipRows.time_skiprows_csv(0)
2042	38.759μs	38.488μs -0.70%	38.341μs -1.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 2, 'f')
2043	19.842μs	19.669μs -0.87%	19.628μs -1.08%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int64'>)
2044	65.484μs	65.159μs -0.50%	64.780μs -1.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 4, 'f')
2045	18.189μs	18.071μs -0.65%	17.994μs -1.07%	bench_io.Copy.time_strided_copy('complex64')
2046	67.461μs	66.841μs -0.92%	66.737μs -1.07%	bench_function_base.Sort.time_argsort('quick', 'int64', ('ordered',))
2047	73.210μs	80.348μs 9.75%	72.432μs -1.06%	bench_core.CountNonzero.time_count_nonzero_axis(3, 10000, <class 'numpy.int8'>)
2048	15.040μs	15.179μs 0.93%	14.881μs -1.06%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'bool'>)
2049	1.080μs	1.096μs 1.46%	1.069μs -1.05%	bench_scalar.ScalarMath.time_abs('complex256')
2050	85.318μs	85.416μs 0.11%	84.420μs -1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 1, 'd')
2051	65.189μs	65.352μs 0.25%	64.504μs -1.05%	bench_function_base.Sort.time_sort('quick', 'int64', ('uniform',))
2052	41.835μs	42.180μs 0.82%	41.395μs -1.05%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 2, 'f')
2053	14.530μs	18.217μs 25.37%	14.378μs -1.04%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, 43)
2054	507.259μs	514.323μs 1.39%	501.982μs -1.04%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 1, 4, 'f')
2055	3.777μs	3.766μs -0.28%	3.738μs -1.03%	bench_io.Copy.time_cont_assign('float32')
2056	62.380μs	62.269μs -0.18%	61.743μs -1.02%	bench_ma.UFunc.time_2d(True, False, 10)
2057	2.454ms	3.429ms 39.74%	2.429ms -1.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 2, 'd')
2058	52.115μs	52.328μs 0.41%	51.585μs -1.02%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 2, 2, 'f')
2059	77.506μs	76.968μs -0.69%	76.718μs -1.02%	bench_core.VarComplex.time_var(100)
2060	15.556μs	25.167μs 61.78%	15.399μs -1.01%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 4, 'F')
2061	159.821μs	163.352μs 2.21%	158.209μs -1.01%	bench_lib.Nan.time_nanvar(200, 2.0)
2062	1.456ms	1.458ms 0.08%	1.442ms -1.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 1, 'd')
2063	65.885μs	65.833μs -0.08%	65.225μs -1.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'reciprocal'>, 2, 4, 'f')
2064	10.283μs	10.396μs 1.10%	10.181μs -0.99%	bench_itemselection.Take.time_contiguous((2, 1000, 1), 'clip', 'int32')
2065	14.351ms	14.247ms -0.73%	14.208ms -0.99%	bench_lib.Unique.time_unique(200000, 0)
2066	340.486μs	339.664μs -0.24%	337.103μs -0.99%	bench_function_base.Sort.time_sort('quick', 'int64', ('sorted_block', 100))
2067	12.556μs	12.663μs 0.85%	12.431μs -0.99%	bench_core.CorrConv.time_convolve(1000, 10, 'valid')
2068	1.145μs	1.192μs 4.05%	1.134μs -0.99%	bench_core.Core.time_zeros_100
2069	898.469μs	926.050μs 3.07%	889.633μs -0.98%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 2, 1, 'd')
2070	34.311μs	44.348μs 29.25%	33.974μs -0.98%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, 8)
2071	81.121μs	80.671μs -0.55%	80.328μs -0.98%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint32', (2, 2))
2072	2.753μs	2.763μs 0.36%	2.727μs -0.98%	bench_array_coercion.ArrayCoercionSmall.time_ascontiguousarray([1])
2073	45.738μs	45.296μs -0.97%	45.292μs -0.97%	bench_core.CorrConv.time_correlate(50, 1000, 'valid')
2074	2.081ms	2.064ms -0.79%	2.061ms -0.97%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 4, 'f')
2075	51.059μs	50.866μs -0.38%	50.566μs -0.97%	bench_itemselection.Take.time_contiguous((1000, 3), 'raise', 'complex256')
2076	1.156ms	1.146ms -0.94%	1.145ms -0.96%	bench_lib.Nan.time_nanargmax(200000, 0.1)
2077	937.555μs	931.086μs -0.69%	928.547μs -0.96%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 4, 'd')
2078	18.379μs	18.742μs 1.98%	18.206μs -0.94%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int64'>)
2079	1.165ms	1.194ms 2.47%	1.154ms -0.94%	bench_lib.Nan.time_nansum(200000, 2.0)
2080	51.719μs	51.531μs -0.36%	51.235μs -0.94%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 2, 2, 'f')
2081	48.273μs	47.965μs -0.64%	47.822μs -0.93%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 1, 'D')
2082	1.076ms	1.129ms 4.89%	1.066ms -0.92%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 2, 2, 'd')
2083	1.793μs	1.811μs 1.02%	1.776μs -0.92%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int64'>)
2084	49.053μs	49.607μs 1.13%	48.605μs -0.91%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 10000, <class 'numpy.int8'>)
2085	65.146μs	65.383μs 0.36%	64.552μs -0.91%	bench_function_base.Sort.time_sort('merge', 'int64', ('sorted_block', 100))
2086	522.604μs	521.355μs -0.24%	517.855μs -0.91%	bench_function_base.Sort.time_argsort('quick', 'int64', ('random',))
2087	126.590ms	129.042ms 1.94%	125.440ms -0.91%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'object'>)
2088	2.257μs	2.255μs -0.07%	2.236μs -0.91%	bench_array_coercion.ArrayCoercionSmall.time_array_all_kwargs(array([5]))
2089	32.272μs	32.806μs 1.66%	31.979μs -0.91%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'object'>)
2090	12.771μs	13.523μs 5.89%	12.657μs -0.90%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 4, 'F')
2091	3.597μs	3.711μs 3.17%	3.565μs -0.89%	bench_itemselection.PutMask.time_sparse(True, 'int32')
2092	1.147ms	1.175ms 2.46%	1.137ms -0.88%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 1, 'd')
2093	28.269ms	28.586ms 1.12%	28.021ms -0.88%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('float64', 100000)
2094	19.030μs	18.951μs -0.42%	18.864μs -0.87%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('conjugate', 4, 'D')
2095	107.287μs	106.389μs -0.84%	106.356μs -0.87%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 1, 4, 'd')
2096	28.669μs	29.027μs 1.25%	28.421μs -0.86%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 4, 'D')
2097	6.864μs	6.830μs -0.50%	6.805μs -0.86%	bench_core.CorrConv.time_correlate(1000, 10, 'valid')
2098	3.850ms	3.915ms 1.69%	3.817ms -0.86%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 10000, <class 'object'>)
2099	71.316μs	72.029μs 1.00%	70.706μs -0.86%	bench_core.VarComplex.time_var(10)
2100	21.631μs	22.517μs 4.10%	21.446μs -0.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 1, 'f')
2101	119.778μs	119.782μs 0.00%	118.763μs -0.85%	bench_function_base.Select.time_select
2102	39.416μs	39.638μs 0.56%	39.083μs -0.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'floor'>, 1, 1, 'd')
2103	2.199ms	2.196ms -0.14%	2.180ms -0.85%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 4, 2, 'f')
2104	45.659μs	45.760μs 0.22%	45.273μs -0.84%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'positive'>, 1, 1, 'f')
2105	53.924ms	53.779ms -0.27%	53.471ms -0.84%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 100000)
2106	1.683μs	1.703μs 1.18%	1.669μs -0.84%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int8'>)
2107	1.053ms	1.070ms 1.66%	1.044ms -0.84%	bench_shape_base.Block2D.time_block2d((1024, 1024), 'uint16', (2, 2))
2108	109.212μs	109.366μs 0.14%	108.302μs -0.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 4, 'd')
2109	888.308μs	890.717μs 0.27%	880.925μs -0.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 1, 'f')
2110	35.101μs	36.565μs 4.17%	34.810μs -0.83%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('divide', 4, 'F')
2111	92.425μs	93.046μs 0.67%	91.661μs -0.83%	bench_ma.UFunc.time_scalar_1d(True, False, 1000)
2112	1.111ms	1.126ms 1.33%	1.102ms -0.83%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 4, 'f')
2113	3.993μs	4.112μs 2.98%	3.960μs -0.82%	bench_itemselection.PutMask.time_sparse(False, 'complex64')
2114	2.425ms	2.453ms 1.15%	2.406ms -0.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 4, 'd')
2115	124.887μs	125.643μs 0.60%	123.868μs -0.82%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 4, 'd')
2116	49.286μs	49.496μs 0.43%	48.884μs -0.81%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 2, 'd')
2117	69.644μs	71.084μs 2.07%	69.089μs -0.80%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint64', (2, 2))
2118	13.301μs	13.344μs 0.32%	13.195μs -0.79%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'complex64')
2119	2.081ms	2.069ms -0.57%	2.064ms -0.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tanh'>, 4, 4, 'd')
2120	447.663μs	445.046μs -0.58%	444.129μs -0.79%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 4, 2, 'f')
2121	1.317ms	1.405ms 6.67%	1.307ms -0.79%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'object'>)
2122	1.061μs	1.063μs 0.20%	1.053μs -0.78%	bench_scalar.ScalarMath.time_abs('complex64')
2123	1.339ms	1.346ms 0.52%	1.329ms -0.77%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 2, 4, 'd')
2124	120.024μs	120.573μs 0.46%	119.104μs -0.77%	bench_shape_base.Block2D.time_block2d((16, 16), 'uint8', (4, 4))
2125	1.631ms	1.629ms -0.10%	1.619ms -0.76%	bench_indexing.Indexing.time_op('indexes_', 'np.ix_(I, I)', '')
2126	29.229μs	29.384μs 0.53%	29.006μs -0.76%	bench_itemselection.Take.time_contiguous((1000, 3), 'clip', 'longfloat')
2127	89.653μs	89.216μs -0.49%	88.976μs -0.75%	bench_function_base.Sort.time_argsort('merge', 'int16', ('sorted_block', 1000))
2128	98.182μs	102.440μs 4.34%	97.442μs -0.75%	bench_function_base.Sort.time_argsort('merge', 'int16', ('random',))
2129	94.067μs	95.323μs 1.34%	93.366μs -0.75%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 1, 'f')
2130	935.601μs	946.842μs 1.20%	928.634μs -0.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 1, 4, 'f')
2131	59.571μs	59.612μs 0.07%	59.130μs -0.74%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 4, 2, 'f')
2132	189.056μs	188.058μs -0.53%	187.666μs -0.74%	bench_ufunc.UFunc.time_ufunc_types('isfinite')
2133	71.315μs	71.742μs 0.60%	70.792μs -0.73%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'numpy.int64'>)
2134	949.606ms	953.428ms 0.40%	942.688ms -0.73%	bench_core.CorrConv.time_correlate(100000, 10000, 'valid')
2135	925.976μs	923.217μs -0.30%	919.259μs -0.73%	bench_random.Random.time_rng('poisson 10')
2136	85.338μs	84.759μs -0.68%	84.720μs -0.72%	bench_lib.Nan.time_nanmedian(200, 0.1)
2137	960.620μs	953.717μs -0.72%	953.676μs -0.72%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 4, 2, 'd')
2138	19.957μs	20.885μs 4.65%	19.815μs -0.71%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'numpy.int16'>)
2139	35.661ms	36.121ms 1.29%	35.406ms -0.71%	bench_linalg.Eindot.time_tensordot_a_b_axes_1_0_0_1
2140	945.565ms	962.550ms 1.80%	938.843ms -0.71%	bench_core.CorrConv.time_convolve(100000, 10000, 'valid')
2141	2.579ms	2.642ms 2.43%	2.561ms -0.71%	bench_core.CountNonzero.time_count_nonzero_axis(2, 10000, <class 'object'>)
2142	1.674μs	1.705μs 1.84%	1.662μs -0.71%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'bool'>)
2143	139.839μs	140.928μs 0.78%	138.858μs -0.70%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 1, 'f')
2144	315.409μs	314.548μs -0.27%	313.245μs -0.69%	bench_function_base.Sort.time_argsort('quick', 'int64', ('sorted_block', 1000))
2145	81.854μs	81.887μs 0.04%	81.296μs -0.68%	bench_ma.UFunc.time_1d(True, False, 1000)
2146	13.276μs	13.655μs 2.85%	13.186μs -0.68%	bench_itemselection.Take.time_contiguous((1000, 1), 'wrap', 'complex128')
2147	337.539μs	340.321μs 0.82%	335.261μs -0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 1, 'f')
2148	1.401ms	1.414ms 0.91%	1.391ms -0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 1, 'd')
2149	91.609μs	92.488μs 0.96%	90.992μs -0.67%	bench_core.CorrConv.time_convolve(1000, 100, 'valid')
2150	45.351μs	45.451μs 0.22%	45.046μs -0.67%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 1, 1, 'f')
2151	1.005ms	1.006ms 0.09%	998.109μs -0.67%	bench_shape_base.Block.time_nested(100)
2152	350.308ms	348.610ms -0.48%	347.971ms -0.67%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 100000)
2153	46.502μs	50.603μs 8.82%	46.203μs -0.64%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 1, 'f')
2154	6.637μs	6.601μs -0.54%	6.594μs -0.64%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int32'>)
2155	610.528ms	638.197ms 4.53%	606.625ms -0.64%	bench_app.LaplaceInplace.time_it('normal')
2156	3.732μs	3.736μs 0.11%	3.708μs -0.63%	bench_itemselection.PutMask.time_sparse(True, 'int16')
2157	5.671ms	5.650ms -0.36%	5.635ms -0.63%	bench_core.Core.time_eye_3000
2158	1.079μs	1.096μs 1.60%	1.072μs -0.63%	bench_scalar.ScalarMath.time_abs('float16')
2159	377.973ms	385.481ms 1.99%	375.601ms -0.63%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 1000000, <class 'object'>)
2160	1.433ms	2.546ms 77.61%	1.424ms -0.62%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'tan'>, 2, 4, 'f')
2161	105.822μs	105.367μs -0.43%	105.168μs -0.62%	bench_shape_base.Block.time_nested(1)
2162	378.607μs	382.874μs 1.13%	376.271μs -0.62%	bench_function_base.Sort.time_sort('heap', 'int16', ('ordered',))
2163	576.733μs	578.474μs 0.30%	573.190μs -0.61%	bench_ufunc.UFunc.time_ufunc_types('less')
2164	7.425μs	7.445μs 0.27%	7.379μs -0.61%	bench_itemselection.Take.time_contiguous((1000, 2), 'wrap', 'int16')
2165	19.394μs	19.323μs -0.37%	19.276μs -0.61%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int32'>)
2166	40.228μs	40.802μs 1.43%	39.984μs -0.61%	bench_random.Random.time_rng('normal')
2167	2.615ms	2.660ms 1.72%	2.599ms -0.61%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 10000, <class 'object'>)
2168	20.066μs	20.063μs -0.02%	19.946μs -0.60%	bench_shape_base.Block.time_block_simple_row_wise(1)
2169	19.297μs	19.670μs 1.94%	19.182μs -0.60%	bench_core.CountNonzero.time_count_nonzero_axis(2, 100, <class 'numpy.int8'>)
2170	1.038ms	1.035ms -0.32%	1.032ms -0.59%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'expm1'>, 2, 2, 'f')
2171	42.196μs	42.212μs 0.04%	41.950μs -0.58%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 1, 2, 'f')
2172	17.993μs	17.924μs -0.38%	17.888μs -0.58%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('object', 10)
2173	1.057s	1.054s -0.22%	1.051s -0.58%	bench_core.CorrConv.time_correlate(100000, 10000, 'full')
2174	27.406μs	27.637μs 0.84%	27.248μs -0.58%	bench_ufunc.UFunc.time_ufunc_types('invert')
2175	1.496ms	1.509ms 0.90%	1.487ms -0.57%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('int64', 10000)
2176	144.156μs	143.852μs -0.21%	143.330μs -0.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 4, 2, 'f')
2177	51.232μs	51.842μs 1.19%	50.940μs -0.57%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 2, 2, 'f')
2178	59.055μs	58.737μs -0.54%	58.718μs -0.57%	bench_core.CountNonzero.time_count_nonzero_axis(3, 100, <class 'object'>)
2179	48.680μs	56.446μs 15.95%	48.404μs -0.57%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 4, 'D')
2180	38.711μs	38.658μs -0.14%	38.497μs -0.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc '_ones_like'>, 1, 1, 'd')
2181	1.231ms	1.237ms 0.45%	1.225ms -0.55%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 1, 2, 'd')
2182	10.906μs	11.120μs 1.97%	10.847μs -0.54%	bench_io.Copy.time_strided_copy('int8')
2183	9.018ms	9.036ms 0.20%	8.969ms -0.54%	bench_core.CorrConv.time_convolve(100000, 100, 'full')
2184	981.394μs	998.055μs 1.70%	976.176μs -0.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 4, 'f')
2185	21.419μs	22.050μs 2.95%	21.305μs -0.53%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'longfloat')
2186	1.984ms	2.052ms 3.39%	1.974ms -0.53%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 1, 'f')
2187	79.877μs	81.083μs 1.51%	79.461μs -0.52%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 4, 1, 'd')
2188	4.043μs	4.133μs 2.22%	4.022μs -0.52%	bench_itemselection.PutMask.time_dense(True, 'complex128')
2189	103.248ms	104.018ms 0.75%	102.722ms -0.51%	bench_core.CorrConv.time_convolve(100000, 1000, 'full')
2190	392.189μs	407.575μs 3.92%	390.207μs -0.51%	bench_function_base.Sort.time_sort('quick', 'int16', ('random',))
2191	126.854μs	129.227μs 1.87%	126.214μs -0.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sign'>, 1, 2, 'd')
2192	379.700ms	390.514ms 2.85%	377.787ms -0.50%	bench_core.CountNonzero.time_count_nonzero_axis(3, 1000000, <class 'object'>)
2193	785.519μs	839.686μs 6.90%	781.579μs -0.50%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'bool'>)
2194	2.231ms	2.232ms 0.08%	2.220ms -0.50%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 1, 'd')
2195	34.553μs	45.986μs 33.09%	34.382μs -0.49%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, -43)
2196	647.825μs	645.756μs -0.32%	644.631μs -0.49%	bench_random.Bounded.time_bounded('MT19937', [<class 'numpy.uint8'>, 64])
2197	102.205μs	199.682μs 95.37%	101.703μs -0.49%	bench_lib.Nan.time_nanmax(200000, 90.0)
2198	54.388μs	55.222μs 1.53%	54.122μs -0.49%	bench_lib.Nan.time_nanargmin(200, 50.0)
2199	938.351μs	944.592μs 0.67%	933.759μs -0.49%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 1, 2, 'f')
2200	8.949ms	8.970ms 0.24%	8.905ms -0.49%	bench_core.CorrConv.time_convolve(100000, 100, 'valid')
2201	373.031μs	372.331μs -0.19%	371.228μs -0.48%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 4, 4, 'f')
2202	2.657μs	2.693μs 1.35%	2.644μs -0.48%	bench_array_coercion.ArrayCoercionSmall.time_asarray_dtype(array([5]))
2203	59.800μs	60.096μs 0.50%	59.517μs -0.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'absolute'>, 4, 2, 'f')
2204	74.266μs	75.372μs 1.49%	73.919μs -0.47%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (1), 4, 4, 'f')
2205	103.582ms	103.709ms 0.12%	103.106ms -0.46%	bench_core.CorrConv.time_correlate(100000, 1000, 'full')
2206	86.575μs	127.912μs 47.75%	86.178μs -0.46%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sqrt'>, 2, 1, 'd')
2207	3.514ms	3.541ms 0.76%	3.498ms -0.46%	bench_ufunc.UFunc.time_ufunc_types('log1p')
2208	2.167ms	2.196ms 1.34%	2.157ms -0.45%	bench_io.LoadtxtUseColsCSV.time_loadtxt_usecols_csv([1, 3, 5, 7])
2209	344.785μs	343.291μs -0.43%	343.224μs -0.45%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 1, 2, 'f')
2210	20.539μs	20.595μs 0.27%	20.447μs -0.45%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'numpy.int8'>)
2211	217.612μs	218.176μs 0.26%	216.640μs -0.45%	bench_ufunc.UFunc.time_ufunc_types('logical_not')
2212	684.308μs	684.381μs 0.01%	681.288μs -0.44%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp'>, 1, 2, 'd')
2213	1.663μs	1.676μs 0.80%	1.656μs -0.44%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'bool'>)
2214	25.243ms	25.193ms -0.20%	25.132ms -0.44%	bench_linalg.Eindot.time_dot_trans_atc_a
2215	898.351μs	900.800μs 0.27%	894.425μs -0.44%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arcsin'>, 2, 2, 'f')
2216	71.298μs	71.054μs -0.34%	70.988μs -0.44%	bench_core.CountNonzero.time_count_nonzero(1, 1000000, <class 'numpy.int8'>)
2217	77.974μs	77.901μs -0.09%	77.640μs -0.43%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 2, 2, 'd')
2218	306.337μs	307.836μs 0.49%	305.032μs -0.43%	bench_function_base.Percentile.time_quartile
2219	834.631μs	856.591μs 2.63%	831.123μs -0.42%	bench_random.RNG.time_raw('PCG64')
2220	299.483μs	298.473μs -0.34%	298.225μs -0.42%	bench_function_base.Sort.time_argsort('quick', 'int16', ('sorted_block', 1000))
2221	141.755μs	142.610μs 0.60%	141.160μs -0.42%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 1, 2, 'f')
2222	100.846μs	102.769μs 1.91%	100.423μs -0.42%	bench_lib.Nan.time_nanmedian(200, 90.0)
2223	845.802μs	848.222μs 0.29%	842.294μs -0.41%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log'>, 1, 4, 'd')
2224	3.553ms	5.943ms 67.25%	3.538ms -0.41%	bench_linalg.Linalg.time_op('svd', 'int64')
2225	8.590μs	8.566μs -0.28%	8.554μs -0.41%	bench_core.UnpackBits.time_unpackbits
2226	136.089μs	135.656μs -0.32%	135.538μs -0.40%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'logical_not'>, 1, 2, 'f')
2227	15.970μs	15.985μs 0.09%	15.906μs -0.40%	bench_io.Copy.time_cont_assign('complex128')
2228	7.389ms	7.407ms 0.24%	7.359ms -0.40%	bench_ufunc.UFunc.time_ufunc_types('cos')
2229	13.267μs	14.262μs 7.50%	13.214μs -0.40%	bench_itemselection.Take.time_contiguous((1000, 2), 'clip', 'int64')
2230	19.801μs	20.057μs 1.30%	19.723μs -0.39%	bench_ufunc_strides.AVX_cmplx_arithmetic.time_ufunc('add', 2, 'D')
2231	107.761μs	109.100μs 1.24%	107.346μs -0.39%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 4, 'd')
2232	14.603μs	15.163μs 3.83%	14.547μs -0.38%	bench_function_base.Sort.time_argsort('merge', 'int16', ('uniform',))
2233	9.605μs	9.717μs 1.16%	9.569μs -0.38%	bench_itemselection.Take.time_contiguous((1000, 2), 'raise', 'float32')
2234	4.098μs	4.104μs 0.14%	4.083μs -0.37%	bench_core.CountNonzero.time_count_nonzero(3, 10000, <class 'numpy.int8'>)
2235	127.310μs	133.439μs 4.81%	126.837μs -0.37%	bench_shape_base.Block2D.time_block2d((32, 32), 'uint16', (4, 4))
2236	1.066ms	1.067ms 0.07%	1.062ms -0.36%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log1p'>, 2, 1, 'f')
2237	8.919ms	9.001ms 0.93%	8.887ms -0.36%	bench_core.CorrConv.time_convolve(100000, 100, 'same')
2238	390.257μs	391.379μs 0.29%	388.874μs -0.35%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 100)
2239	1.906ms	1.911ms 0.26%	1.900ms -0.35%	bench_core.CountNonzero.time_count_nonzero(2, 10000, <class 'str'>)
2240	21.792μs	21.839μs 0.22%	21.715μs -0.35%	bench_ma.UFunc.time_scalar(True, True, 10)
2241	1.679μs	1.698μs 1.14%	1.673μs -0.35%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int8'>)
2242	1.202ms	1.208ms 0.42%	1.198ms -0.34%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cosh'>, 4, 1, 'f')
2243	1.045μs	1.057μs 1.13%	1.042μs -0.34%	bench_scalar.ScalarMath.time_abs('complex128')
2244	58.575μs	59.923μs 2.30%	58.377μs -0.34%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'ceil'>, 1, 4, 'f')
2245	79.150μs	79.195μs 0.06%	78.884μs -0.34%	bench_io.CopyTo.time_copyto_8_sparse
2246	2.143ms	2.332ms 8.83%	2.136ms -0.33%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctanh'>, 1, 1, 'f')
2247	126.506ms	128.745ms 1.77%	126.087ms -0.33%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 1000000, <class 'object'>)
2248	23.216μs	23.148μs -0.29%	23.140μs -0.33%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.uint64'>, 43)
2249	142.334μs	142.687μs 0.25%	141.870μs -0.33%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 1, 1, 'd')
2250	8.951ms	9.173ms 2.48%	8.922ms -0.32%	bench_core.CorrConv.time_correlate(100000, 100, 'full')
2251	1.407ms	1.435ms 1.97%	1.403ms -0.32%	bench_lib.Nan.time_nanmean(200000, 0.1)
2252	1.979ms	2.040ms 3.08%	1.972ms -0.32%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 1, 'f')
2253	2.553μs	2.785μs 9.08%	2.545μs -0.32%	bench_ufunc.ArgParsing.time_add_arg_parsing((array(1.), array(2.), out=array(3.), subok=True, where=True))
2254	5.327ms	5.394ms 1.24%	5.311ms -0.32%	bench_reduce.AddReduceSeparate.time_reduce(0, 'complex256')
2255	907.314ns	912.341ns 0.55%	904.556ns -0.30%	bench_scalar.ScalarMath.time_addition('complex128')
2256	77.405μs	77.803μs 0.51%	77.172μs -0.30%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'negative'>, 4, 4, 'f')
2257	850.533μs	861.085μs 1.24%	848.079μs -0.29%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log2'>, 4, 2, 'd')
2258	939.973μs	938.925μs -0.11%	937.342μs -0.28%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 1, 'f')
2259	14.191μs	14.558μs 2.59%	14.152μs -0.28%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int32'>, 8)
2260	583.613μs	585.811μs 0.38%	582.033μs -0.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'cos'>, 1, 2, 'f')
2261	1.111ms	1.793ms 61.48%	1.108ms -0.27%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'sin'>, 4, 2, 'd')
2262	1.027s	1.030s 0.27%	1.024s -0.27%	bench_core.CorrConv.time_correlate(100000, 10000, 'same')
2263	867.242μs	897.550μs 3.49%	864.970μs -0.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 4, 2, 'f')
2264	890.786μs	894.050μs 0.37%	888.470μs -0.26%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'log10'>, 1, 4, 'f')
2265	78.223μs	78.102μs -0.15%	78.023μs -0.26%	bench_ma.Concatenate.time_it('masked', 2)
2266	165.027μs	165.923μs 0.54%	164.612μs -0.25%	bench_random.Randint_dtype.time_randint_fast('uint8')
2267	1.607ms	1.721ms 7.13%	1.603ms -0.25%	bench_indexing.Indexing.time_op('indexes_rand_', 'np.ix_(I, I)', '=1')
2268	18.427μs	18.763μs 1.82%	18.381μs -0.25%	bench_core.CountNonzero.time_count_nonzero_axis(1, 100, <class 'numpy.int32'>)
2269	64.351μs	65.464μs 1.73%	64.192μs -0.25%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 2, 4, 'f')
2270	89.633ms	90.054ms 0.47%	89.411ms -0.25%	bench_records.Records.time_fromarrays_w_dtype
2271	10.052ms	10.063ms 0.11%	10.028ms -0.24%	bench_core.CorrConv.time_convolve(1000, 10000, 'same')
2272	147.002μs	148.717μs 1.17%	146.657μs -0.24%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rad2deg'>, 2, 1, 'd')
2273	40.811ms	40.941ms 0.32%	40.715ms -0.23%	bench_core.CountNonzero.time_count_nonzero(2, 1000000, <class 'object'>)
2274	123.904μs	124.031μs 0.10%	123.616μs -0.23%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'trunc'>, 2, 4, 'd')
2275	101.880ms	102.826ms 0.93%	101.661ms -0.21%	bench_core.CorrConv.time_correlate(100000, 1000, 'valid')
2276	48.869μs	48.823μs -0.09%	48.765μs -0.21%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'conjugate'> (0), 1, 1, 'd')
2277	3.339ms	3.471ms 3.96%	3.332ms -0.21%	bench_lib.Nan.time_nanmedian(200000, 90.0)
2278	58.258μs	58.240μs -0.03%	58.141μs -0.20%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'rint'>, 1, 4, 'f')
2279	38.287ms	43.386ms 13.32%	38.211ms -0.20%	bench_linalg.Eindot.time_dot_a_b
2280	15.029ms	15.161ms 0.88%	15.000ms -0.19%	bench_io.LoadtxtCSVStructured.time_loadtxt_csv_struct_dtype
2281	5.009μs	5.025μs 0.33%	5.000μs -0.19%	bench_itemselection.Take.time_contiguous((1000, 1), 'clip', 'int16')
2282	691.239μs	700.707μs 1.37%	689.973μs -0.18%	bench_function_base.Sort.time_argsort('heap', 'int16', ('sorted_block', 1000))
2283	9.555μs	9.657μs 1.08%	9.539μs -0.17%	bench_itemselection.Take.time_contiguous((1000, 1), 'raise', 'complex64')
2284	34.350μs	45.584μs 32.70%	34.298μs -0.15%	bench_ufunc.CustomScalarFloorDivideInt.time_floor_divide_int(<class 'numpy.int64'>, 43)
2285	44.514μs	45.358μs 1.90%	44.449μs -0.15%	bench_core.CountNonzero.time_count_nonzero_axis(1, 10000, <class 'numpy.int16'>)
2286	2.000ms	2.005ms 0.28%	1.997ms -0.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 2, 2, 'f')
2287	20.534μs	20.524μs -0.05%	20.505μs -0.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'square'>, 1, 1, 'f')
2288	143.328μs	143.803μs 0.33%	143.134μs -0.14%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'degrees'>, 2, 2, 'f')
2289	30.885μs	31.431μs 1.77%	30.844μs -0.13%	bench_lib.Nan.time_nancumsum(200, 90.0)
2290	27.704μs	70.567μs 154.72%	27.667μs -0.13%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('reciprocal', 1, 'F')
2291	61.140ms	61.168ms 0.05%	61.060ms -0.13%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'object'>)
2292	23.156μs	23.342μs 0.81%	23.127μs -0.13%	bench_lib.Nan.time_nanmax(200, 2.0)
2293	1.623ms	1.640ms 1.05%	1.621ms -0.12%	bench_core.CountNonzero.time_count_nonzero_multi_axis(2, 1000000, <class 'bool'>)
2294	1.093ms	1.112ms 1.65%	1.092ms -0.12%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arctan'>, 4, 1, 'f')
2295	15.979μs	24.881μs 55.71%	15.960μs -0.12%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('square', 2, 'D')
2296	58.224μs	59.444μs 2.10%	58.157μs -0.12%	bench_core.CountNonzero.time_count_nonzero_multi_axis(3, 100, <class 'object'>)
2297	1.678μs	1.691μs 0.80%	1.676μs -0.11%	bench_core.CountNonzero.time_count_nonzero(2, 100, <class 'numpy.int32'>)
2298	21.615μs	35.770μs 65.49%	21.591μs -0.11%	bench_ufunc.CustomScalar.time_divide_scalar2_inplace(<class 'numpy.float64'>)
2299	6.364ms	6.475ms 1.74%	6.357ms -0.11%	bench_ufunc.UFunc.time_ufunc_types('arcsin')
2300	34.748ms	34.766ms 0.05%	34.712ms -0.10%	bench_io.LoadtxtCSVdtypes.time_loadtxt_dtypes_csv('str', 10000)
2301	335.918μs	337.230μs 0.39%	335.577μs -0.10%	bench_reduce.AddReduceSeparate.time_reduce(1, 'float64')
2302	589.217μs	596.089μs 1.17%	588.644μs -0.10%	bench_function_base.Sort.time_sort('heap', 'int16', ('random',))
2303	1.296ms	1.307ms 0.85%	1.295ms -0.10%	bench_core.CountNonzero.time_count_nonzero_axis(1, 1000000, <class 'numpy.int8'>)
2304	96.057μs	95.992μs -0.07%	95.974μs -0.09%	bench_shape_base.Block2D.time_block2d((64, 64), 'uint64', (2, 2))
2305	252.893ms	259.428ms 2.58%	252.684ms -0.08%	bench_core.CountNonzero.time_count_nonzero_axis(2, 1000000, <class 'object'>)
2306	1.650ms	1.662ms 0.70%	1.649ms -0.08%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 4, 4, 'd')
2307	1.042s	1.067s 2.39%	1.041s -0.08%	bench_core.CorrConv.time_convolve(100000, 10000, 'full')
2308	48.613μs	49.148μs 1.10%	48.577μs -0.07%	bench_ufunc_strides.AVX_cmplx_funcs.time_ufunc('absolute', 2, 'D')
2309	140.874μs	141.271μs 0.28%	140.771μs -0.07%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'fabs'>, 2, 1, 'f')
2310	333.178ms	367.779ms 10.39%	332.937ms -0.07%	bench_io.Savez.time_vb_savez_squares
2311	1.498ms	1.505ms 0.47%	1.497ms -0.06%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccos'>, 2, 2, 'd')
2312	5.639ms	5.753ms 2.03%	5.636ms -0.05%	bench_ufunc.UFunc.time_ufunc_types('arcsinh')
2313	48.706μs	48.779μs 0.15%	48.681μs -0.05%	bench_ufunc_strides.AVX_UFunc_log.time_log(1, 'f')
2314	79.661ms	85.423ms 7.23%	79.625ms -0.05%	bench_core.VarComplex.time_var(10000000)
2315	782.815μs	795.315μs 1.60%	782.472μs -0.04%	bench_core.CorrConv.time_convolve(1000, 1000, 'same')
2316	1.662μs	1.713μs 3.10%	1.661μs -0.04%	bench_core.CountNonzero.time_count_nonzero(3, 100, <class 'numpy.int16'>)
2317	53.333μs	53.503μs 0.32%	53.312μs -0.04%	bench_lib.Nan.time_nanargmax(200, 0)
2318	197.287μs	199.738μs 1.24%	197.223μs -0.03%	bench_io.LoadtxtReadUint64Integers.time_read_uint64(550)
2319	2.274ms	2.931ms 28.92%	2.273ms -0.03%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'arccosh'>, 1, 2, 'd')
2320	289.129ms	299.788ms 3.69%	289.085ms -0.02%	bench_core.CountNonzero.time_count_nonzero(3, 1000000, <class 'str'>)
2321	103.919μs	104.264μs 0.33%	103.904μs -0.02%	bench_function_base.Sort.time_argsort('quick', 'int16', ('reversed',))
2322	19.515μs	20.345μs 4.25%	19.514μs -0.00%	bench_core.CountNonzero.time_count_nonzero_multi_axis(1, 100, <class 'numpy.int16'>)
2323	344.778μs	349.303μs 1.31%	344.770μs -0.00%	bench_ufunc_strides.Unary.time_ufunc(<ufunc 'exp2'>, 2, 1, 'f')