Zha0q1 edited a comment on pull request #18976:
URL: https://github.com/apache/incubator-mxnet/pull/18976#issuecomment-678475440
A more complete run:
```python
for i in range(1000):
A = np.random.normal(0, 1, (2, 2, 2, 2, 2))
B = np.random.uniform(0, 1, (2, 2, 2, 2, 2))
C = np.random.gamma(shape=1.0, size=(2, 2, 2, 2, 2))
D = np.random.exponential(size=(2, 2, 2, 2, 2))
E = np.random.laplace(loc=0, scale=1.0, size=(2, 2, 2, 2, 2))
F = np.random.choice(a=10, size=(2, 2, 2, 2, 2))
G = np.random.gumbel(loc=0, scale=1.0, size=(2, 2, 2, 2, 2))
H = np.random.logistic(loc=0, scale=1.0, size=(2, 2, 2, 2, 2))
I = np.random.multinomial(pvals=np.zeros((2)), n=1)
J = np.random.pareto(a=1.0, size=(2, 2, 2, 2, 2))
K = np.random.power(a=1.0, size=(2, 2, 2, 2, 2))
L = np.random.rayleigh(scale=1.0, size=(2, 2, 2, 2, 2))
M = np.random.weibull(a=1.0, size=(2, 2, 2, 2, 2))
```
master:
```
operator
=================
Name Total Count Time (ms) Min Time (ms)
Max Time (ms) Avg Time (ms)
---- ----------- --------- -------------
------------- -------------
DeleteVariable 20987 610.3330 0.0210
0.0950 0.0291
_npi_gamma 1000 185.7190 0.0860
0.4450 0.1857
_npi_normal 1000 140.3290 0.0850
1.2290 0.1403
_npi_logistic 1000 137.6960 0.0830
0.3350 0.1377
_npi_pareto 1000 137.6060 0.0830
0.3110 0.1376
_npi_weibull 1000 136.6120 0.0820
0.2790 0.1366
_npi_rayleigh 1000 135.1940 0.0800
0.4920 0.1352
_npi_exponential 1000 135.0910 0.0800
0.2640 0.1351
_npi_gumbel 1000 134.6010 0.0800
0.3650 0.1346
_npi_powerd 1000 120.1590 0.0690
0.3580 0.1202
_npi_uniform 1000 119.4080 0.0710
0.7370 0.1194
_npi_laplace 1000 119.0780 0.0710
0.6050 0.1191
_npi_multinomial 1000 115.6820 0.0700
0.1570 0.1157
_npi_choice 1000 110.2680 0.0670
0.2070 0.1103
_npi_zeros 1000 75.5970 0.0480
0.1150 0.0756
ResourceParallelRandomSetSeed 1 27.9040
27.9040 27.9040 27.9040
```
This PR:
```
operator
=================
Name Total Count Time (ms) Min Time (ms)
Max Time (ms) Avg Time (ms)
---- ----------- --------- -------------
------------- -------------
DeleteVariable 20987 621.4150 0.0210
0.7340 0.0296
_npi_gamma 1000 184.8120 0.1350
0.4720 0.1848
_npi_normal 1000 143.1670 0.1280
1.2960 0.1432
_npi_pareto 1000 140.0840 0.1240
0.2890 0.1401
_npi_logistic 1000 140.0770 0.1260
0.5310 0.1401
_npi_weibull 1000 139.2150 0.1250
0.2790 0.1392
_npi_exponential 1000 137.4460 0.1220
0.3430 0.1374
_npi_rayleigh 1000 137.1100 0.1230
0.2560 0.1371
_npi_gumbel 1000 136.6350 0.1230
0.2600 0.1366
_npi_powerd 1000 121.5630 0.1030
0.1940 0.1216
_npi_uniform 1000 120.6590 0.1080
0.2760 0.1207
_npi_laplace 1000 120.5610 0.1080
0.1710 0.1206
_npi_multinomial 1000 117.6830 0.1060
0.2190 0.1177
_npi_choice 1000 112.3790 0.1000
0.2520 0.1124
_npi_zeros 1000 76.8710 0.0600
0.1450 0.0769
ResourceParallelRandomSetSeed 1 28.0170
28.0170 28.0170 28.0170
```
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