I’m trying to install the same pytorch version as master.
Sure I ran it and got:
justin@justin-desktop:~$ sudo bash deps_nvidia_docker.sh 
Reading package lists... Done
Building dependency tree       
Reading state information... Done
nvidia-modprobe is already the newest version (384.81-0ubuntu1).
nvidia-modprobe set to manually installed.
The following package was automatically installed and is no longer required:
  fgetty
Use 'sudo apt autoremove' to remove it.
0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded.
01:00.0 VGA compatible controller: NVIDIA Corporation Device 1c03 (rev a1)
01:00.1 Audio device: NVIDIA Corporation Device 10f1 (rev a1)
02:00.0 VGA compatible controller: NVIDIA Corporation Device 1b06 (rev a1)
02:00.1 Audio device: NVIDIA Corporation Device 10ef (rev a1)
\nNVIDIA GPU is likely present.
\nChecking for NVIDIA drivers ...
cuda	9.0.176-1
NVIDIA driver is already installed.
\nChecking docker ...
docker is not installed.
Reading package lists... Done
Building dependency tree       
Reading state information... Done
apt-transport-https is already the newest version (1.2.24).
ca-certificates is already the newest version (20170717~16.04.1).
curl is already the newest version (7.47.0-1ubuntu2.4).
The following package was automatically installed and is no longer required:
  fgetty
Use 'sudo apt autoremove' to remove it.
0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded.
OK
Get:1 file:/var/cuda-repo-8-0-local-cublas-performance-update  InRelease
Ign:1 file:/var/cuda-repo-8-0-local-cublas-performance-update  InRelease
Get:2 file:/var/cuda-repo-8-0-local-ga2  InRelease
Ign:2 file:/var/cuda-repo-8-0-local-ga2  InRelease
Get:3 file:/var/cuda-repo-9-0-local  InRelease
Ign:3 file:/var/cuda-repo-9-0-local  InRelease
Get:4 file:/var/cuda-repo-8-0-local-cublas-performance-update  Release [574 B]
Get:5 file:/var/cuda-repo-8-0-local-ga2  Release [574 B]
Get:6 file:/var/cuda-repo-9-0-local  Release [574 B]
Get:4 file:/var/cuda-repo-8-0-local-cublas-performance-update  Release [574 B]
Get:5 file:/var/cuda-repo-8-0-local-ga2  Release [574 B]
Get:6 file:/var/cuda-repo-9-0-local  Release [574 B]
Ign:8 http://dl.google.com/linux/chrome/deb stable InRelease                                                                                                                                             
Ign:9 http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64  InRelease                                                                                                               
Hit:10 http://dl.google.com/linux/chrome/deb stable Release                                                                                                                                              
Hit:12 http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64  Release                                                                                                                
Get:14 https://download.docker.com/linux/ubuntu xenial InRelease [49.8 kB]                                                                                                                               
Hit:16 http://us.archive.ubuntu.com/ubuntu xenial InRelease                                                                                                      
Ign:18 https://apt.z.cash jessie InRelease                                                      
Get:19 http://us.archive.ubuntu.com/ubuntu xenial-updates InRelease [102 kB]                   
Get:20 https://download.docker.com/linux/ubuntu xenial/stable amd64 Packages [2,579 B]                    
Hit:21 https://apt.z.cash jessie Release                                                                                                      
Hit:22 http://ppa.launchpad.net/ethereum/ethereum/ubuntu xenial InRelease                                  
Get:23 http://security.ubuntu.com/ubuntu xenial-security InRelease [102 kB]                                
Get:25 https://download.sublimetext.com apt/stable/ InRelease [2,562 B]                                                                            
Get:26 http://us.archive.ubuntu.com/ubuntu xenial-backports InRelease [102 kB]                                                  
Hit:27 http://ppa.launchpad.net/nathan-renniewaldock/flux/ubuntu xenial InRelease                                     
Get:28 http://us.archive.ubuntu.com/ubuntu xenial-updates/main amd64 Packages [652 kB]                                
Get:29 http://us.archive.ubuntu.com/ubuntu xenial-updates/main i386 Packages [618 kB]          
Get:30 http://security.ubuntu.com/ubuntu xenial-security/main amd64 DEP-11 Metadata [60.2 kB]
Get:31 http://us.archive.ubuntu.com/ubuntu xenial-updates/main amd64 DEP-11 Metadata [307 kB]       
Get:32 http://security.ubuntu.com/ubuntu xenial-security/main DEP-11 64x64 Icons [57.6 kB]
Get:33 http://security.ubuntu.com/ubuntu xenial-security/universe amd64 DEP-11 Metadata [51.4 kB]      
Get:34 http://security.ubuntu.com/ubuntu xenial-security/universe DEP-11 64x64 Icons [85.1 kB]              
Get:35 http://us.archive.ubuntu.com/ubuntu xenial-updates/main DEP-11 64x64 Icons [221 kB]             
Get:36 http://us.archive.ubuntu.com/ubuntu xenial-updates/restricted amd64 Packages [8,076 B]       
Get:37 http://us.archive.ubuntu.com/ubuntu xenial-updates/restricted i386 Packages [8,068 B]       
Get:38 http://us.archive.ubuntu.com/ubuntu xenial-updates/universe amd64 Packages [544 kB]         
Get:39 http://us.archive.ubuntu.com/ubuntu xenial-updates/universe i386 Packages [517 kB]       
Get:40 http://us.archive.ubuntu.com/ubuntu xenial-updates/universe amd64 DEP-11 Metadata [174 kB]       
Get:41 http://us.archive.ubuntu.com/ubuntu xenial-updates/universe DEP-11 64x64 Icons [245 kB]                   
Get:42 http://us.archive.ubuntu.com/ubuntu xenial-updates/multiverse amd64 Packages [16.2 kB]              
Get:43 http://us.archive.ubuntu.com/ubuntu xenial-updates/multiverse i386 Packages [15.3 kB]
Get:44 http://us.archive.ubuntu.com/ubuntu xenial-updates/multiverse amd64 DEP-11 Metadata [5,892 B]
Get:45 http://us.archive.ubuntu.com/ubuntu xenial-backports/main amd64 DEP-11 Metadata [3,324 B]
Get:46 http://us.archive.ubuntu.com/ubuntu xenial-backports/universe amd64 DEP-11 Metadata [4,584 B]
Fetched 3,955 kB in 1s (2,383 kB/s)                                   
Reading package lists... Done
Reading package lists... Done
Building dependency tree       
Reading state information... Done
The following package was automatically installed and is no longer required:
  fgetty
Use 'sudo apt autoremove' to remove it.
The following additional packages will be installed:
  aufs-tools cgroupfs-mount
The following NEW packages will be installed:
  aufs-tools cgroupfs-mount docker-ce
0 upgraded, 3 newly installed, 0 to remove and 0 not upgraded.
Need to get 21.1 MB of archives.
After this operation, 99.9 MB of additional disk space will be used.
Get:1 http://us.archive.ubuntu.com/ubuntu xenial/universe amd64 aufs-tools amd64 1:3.2+20130722-1.1ubuntu1 [92.9 kB]
Get:2 https://download.docker.com/linux/ubuntu xenial/stable amd64 docker-ce amd64 17.09.0~ce-0~ubuntu [21.0 MB]
Get:3 http://us.archive.ubuntu.com/ubuntu xenial/universe amd64 cgroupfs-mount all 1.2 [4,970 B]
Fetched 21.1 MB in 3s (7,000 kB/s)                                         
Selecting previously unselected package aufs-tools.
(Reading database ... 302939 files and directories currently installed.)
Preparing to unpack .../aufs-tools_1%3a3.2+20130722-1.1ubuntu1_amd64.deb ...
Unpacking aufs-tools (1:3.2+20130722-1.1ubuntu1) ...
Selecting previously unselected package cgroupfs-mount.
Preparing to unpack .../cgroupfs-mount_1.2_all.deb ...
Unpacking cgroupfs-mount (1.2) ...
Selecting previously unselected package docker-ce.
Preparing to unpack .../docker-ce_17.09.0~ce-0~ubuntu_amd64.deb ...
Unpacking docker-ce (17.09.0~ce-0~ubuntu) ...
Processing triggers for libc-bin (2.23-0ubuntu9) ...
Processing triggers for man-db (2.7.5-1) ...
Processing triggers for ureadahead (0.100.0-19) ...
ureadahead will be reprofiled on next reboot
Processing triggers for systemd (229-4ubuntu21) ...
Setting up aufs-tools (1:3.2+20130722-1.1ubuntu1) ...
Setting up cgroupfs-mount (1.2) ...
Setting up docker-ce (17.09.0~ce-0~ubuntu) ...
Processing triggers for libc-bin (2.23-0ubuntu9) ...
Processing triggers for systemd (229-4ubuntu21) ...
Processing triggers for ureadahead (0.100.0-19) ...
\nInstalled docker.
\nChecking nvidia-docker ...
nvidia-docker is not installled.
--2017-11-11 03:20:51--  https://github.com/NVIDIA/nvidia-docker/releases/download/v1.0.1/nvidia-docker_1.0.1-1_amd64.deb
Resolving github.com (github.com)... 192.30.255.112, 192.30.255.113
Connecting to github.com (github.com)|192.30.255.112|:443... connected.
HTTP request sent, awaiting response... 302 Found
Location: https://github-production-release-asset-2e65be.s3.amazonaws.com/45557469/d4efc7cc-ff73-11e6-91a2-ce84b8670fcd?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20171111%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20171111T112051Z&X-Amz-Expires=300&X-Amz-Signature=54aaedf5fae42a8b5e343ef4cb7e5c76c45fa33942ac5fc250e14a0155f4ae8a&X-Amz-SignedHeaders=host&actor_id=0&response-content-disposition=attachment%3B%20filename%3Dnvidia-docker_1.0.1-1_amd64.deb&response-content-type=application%2Foctet-stream [following]
--2017-11-11 03:20:51--  https://github-production-release-asset-2e65be.s3.amazonaws.com/45557469/d4efc7cc-ff73-11e6-91a2-ce84b8670fcd?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20171111%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20171111T112051Z&X-Amz-Expires=300&X-Amz-Signature=54aaedf5fae42a8b5e343ef4cb7e5c76c45fa33942ac5fc250e14a0155f4ae8a&X-Amz-SignedHeaders=host&actor_id=0&response-content-disposition=attachment%3B%20filename%3Dnvidia-docker_1.0.1-1_amd64.deb&response-content-type=application%2Foctet-stream
Resolving github-production-release-asset-2e65be.s3.amazonaws.com (github-production-release-asset-2e65be.s3.amazonaws.com)... 54.231.113.251
Connecting to github-production-release-asset-2e65be.s3.amazonaws.com (github-production-release-asset-2e65be.s3.amazonaws.com)|54.231.113.251|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 2266050 (2.2M) [application/octet-stream]
Saving to: ‘/tmp/nvidia-docker_1.0.1-1_amd64.deb.2’

nvidia-docker_1.0.1-1_amd64.deb.2                  100%[==============================================================================================================>]   2.16M  1.08MB/s    in 2.0s    

2017-11-11 03:20:54 (1.08 MB/s) - ‘/tmp/nvidia-docker_1.0.1-1_amd64.deb.2’ saved [2266050/2266050]

Selecting previously unselected package nvidia-docker.
(Reading database ... 303205 files and directories currently installed.)
Preparing to unpack .../nvidia-docker_1.0.1-1_amd64.deb ...
Unpacking nvidia-docker (1.0.1-1) ...
Setting up nvidia-docker (1.0.1-1) ...
Configuring user
Setting up permissions
Processing triggers for ureadahead (0.100.0-19) ...
\nInstalled nvidia-docker.
\nAll dependencies are installed.
\nTry running: \n\tsudo nvidia-docker run --rm nvidia/cuda nvidia-smi
justin@justin-desktop:~$ sudo nvidia-docker run --rm nvidia/cuda nvidia-smi
Using default tag: latest
latest: Pulling from nvidia/cuda
ae79f2514705: Pull complete 
c59d01a7e4ca: Pull complete 
41ba73a9054d: Pull complete 
f1bbfd495cc1: Pull complete 
0c346f7223e2: Pull complete 
9bb3751211fc: Pull complete 
a0499c04e592: Pull complete 
9c9a6ef89c66: Pull complete 
6d0d5b4a91b4: Pull complete 
2225646729dc: Pull complete 
Digest: sha256:8868904d5a8c36440af1f168ace58a044cb7df73404d9f303bdf8ef158f1a727
Status: Downloaded newer image for nvidia/cuda:latest
Sat Nov 11 11:23:39 2017       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 384.90                 Driver Version: 384.90                    |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  GeForce GTX 106...  Off  | 00000000:01:00.0 Off |                  N/A |
| 60%   61C    P2    65W /  65W |   2409MiB /  6072MiB |    100%      Default |
+-------------------------------+----------------------+----------------------+
|   1  GeForce GTX 108...  Off  | 00000000:02:00.0 Off |                  N/A |
| 60%   55C    P2   139W / 140W |   2458MiB / 11171MiB |    100%      Default |
+-------------------------------+----------------------+----------------------+
                                                                               
+-----------------------------------------------------------------------------+
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|=============================================================================|
+-----------------------------------------------------------------------------+