Light-- edited a comment on issue #19520:
URL: 
https://github.com/apache/incubator-mxnet/issues/19520#issuecomment-734532378


   > `pip install mxnet-cu110==1.9.0b20201116 -f 
https://dist.mxnet.io/python/cu110`
   
   hey, @dai-ichiro, what will you say about this:
   ```
   $ pip install 
mxnet_cu110-1.9.0b20201116-py2.py3-none-manylinux2014_x86_64.whl
   WARNING: pip is being invoked by an old script wrapper. This will fail in a 
future version of pip.
   Please see https://github.com/pypa/pip/issues/5599 for advice on fixing the 
underlying issue.
   To avoid this problem you can invoke Python with '-m pip' instead of running 
pip directly.
   Looking in indexes: http://mirrors.aliyun.com/pypi/simple/
   Requirement already satisfied: mxnet-cu110==1.9.0b20201116 from 
file:///home/user1/mxcuda11/mxnet_cu110-1.9.0b20201116-py2.py3-none-manylinux2014_x86_64.whl
 in /home/user1/.local/lib/python3.6/site-packages (1.9.0b20201116)
   Requirement already satisfied: requests<3,>=2.20.0 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
mxnet-cu110==1.9.0b20201116) (2.25.0)
   Requirement already satisfied: graphviz<0.9.0,>=0.8.1 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
mxnet-cu110==1.9.0b20201116) (0.8.4)
   Requirement already satisfied: numpy<2.0.0,>1.16.0 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
mxnet-cu110==1.9.0b20201116) (1.19.4)
   Requirement already satisfied: certifi>=2017.4.17 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
requests<3,>=2.20.0->mxnet-cu110==1.9.0b20201116) (2020.6.20)
   Requirement already satisfied: chardet<4,>=3.0.2 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
requests<3,>=2.20.0->mxnet-cu110==1.9.0b20201116) (3.0.4)
   Requirement already satisfied: idna<3,>=2.5 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
requests<3,>=2.20.0->mxnet-cu110==1.9.0b20201116) (2.6)
   Requirement already satisfied: urllib3<1.27,>=1.21.1 in 
/home/user1/anaconda3/envs/mxgpu/lib/python3.6/site-packages (from 
requests<3,>=2.20.0->mxnet-cu110==1.9.0b20201116) (1.21.1)
   (mxgpu) wjc@pc228:~/mxcuda11$ python
   Python 3.6.2 |Continuum Analytics, Inc.| (default, Jul 20 2017, 13:51:32)
   [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux
   Type "help", "copyright", "credits" or "license" for more information.
   >>> import mxnet
   
   Illegal instruction (core dumped)
   ```
   
   my environment:
   ```
   Ubuntu 20.04.1 LTS
   Linux pc 5.4.0-53-generic #59-Ubuntu SMP Wed Oct 21 09:38:44 UTC 2020 x86_64 
x86_64 x86_64 GNU/Linux
   
   
   
+-----------------------------------------------------------------------------+
   | NVIDIA-SMI 455.38       Driver Version: 455.38       CUDA Version: 11.1    
 |
   
|-------------------------------+----------------------+----------------------+
   | GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. 
ECC |
   | Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute 
M. |
   |                               |                      |               MIG 
M. |
   
|===============================+======================+======================|
   |   0  GeForce RTX 3090    On   | 00000000:02:00.0 Off |                  
N/A |
   | 30%   30C    P8    28W / 350W |      1MiB / 24265MiB |      0%      
Default |
   |                               |                      |                  
N/A |
   
+-------------------------------+----------------------+----------------------+
   
   
+-----------------------------------------------------------------------------+
   | Processes:                                                                 
 |
   |  GPU   GI   CI        PID   Type   Process name                  GPU 
Memory |
   |        ID   ID                                                   Usage     
 |
   
|=============================================================================|
   |  No running processes found                                                
 |
   
+-----------------------------------------------------------------------------+
   
   $ nvcc -V
   nvcc: NVIDIA (R) Cuda compiler driver
   Copyright (c) 2005-2020 NVIDIA Corporation
   Built on Wed_Jul_22_19:09:09_PDT_2020
   Cuda compilation tools, release 11.0, V11.0.221
   Build cuda_11.0_bu.TC445_37.28845127_0
   
   
   $ pip list
   WARNING: pip is being invoked by an old script wrapper. This will fail in a 
future version of pip.
   Please see https://github.com/pypa/pip/issues/5599 for advice on fixing the 
underlying issue.
   To avoid this problem you can invoke Python with '-m pip' instead of running 
pip directly.
   Package           Version
   ----------------- --------------
   asn1crypto        0.22.0
   certifi           2020.6.20
   cffi              1.10.0
   chardet           3.0.4
   cryptography      1.8.1
   dataclasses       0.7
   future            0.18.2
   graphviz          0.8.4
   idna              2.6
   mxnet-cu110       1.9.0b20201116
   numpy             1.19.4
   packaging         16.8
   Pillow            8.0.1
   pip               20.2.2
   pycparser         2.18
   pyOpenSSL         17.0.0
   pyparsing         2.2.0
   PySocks           1.6.6
   requests          2.25.0
   setuptools        36.4.0
   six               1.10.0
   torch             1.7.0+cu110
   torchvision       0.8.1+cu110
   typing-extensions 3.7.4.3
   urllib3           1.21.1
   wheel             0.29.0
   
   ```
   


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