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NVIDIA GPU¤Î¥É¥é¥¤¥Ð¥Ð¡¼¥¸¥ç¥ó¤ÈDocker Image¤ÎÃæ¤ÎCUDA¥Ð¡¼¥¸¥ç¥ó¤Î´Ø·¸¤Ë¤Ä¤¤¤Æ

Ubuntu ´Ä¶­¤Ç¤ÎÈ÷˺Ͽ.

NVIDIA ¤Î GPU ¤òÀѤó¤Ç¤¤¤ë¤È¥É¥é¥¤¥Ð¤Î¥Ð¡¼¥¸¥ç¥ó¤È CUDA ¤Î¥Ð¡¼¥¸¥ç¥ó¤¬Â·¤ï¤ºÆñµ·¤¹¤ë¤³¤È¤¬Â¿¤¤.
ÆÃ¤Ë Docker ¥¤¥á¡¼¥¸¤Ë²¿¤ò»È¤¨¤Ð...¤ß¤¿¤¤¤ÊÏäˤʤë.
º£²ó¤Ï¤½¤ó¤ÊÏÃ.

¥Ï¥Þ¤Ã¤¿¤Î¤Ï TensorFlow Docker Image ¤ò»È¤ª¤¦¤È¤·¤¿»þ¤Ç¤·¤¿.
¤³¤³¤Ë¤¢¤ë Docker Image ¤ò GPU ¥¿¥°ÉÕ¤­¤ÇÆ°¤«¤·¤¿¤È¤³¤í¤É¤¦¤ä¤é GPU ¤¬¸«¤¨¤Æ¤¤¤Ê¤¤¤È¤¤¤¦¤³¤È¤Ëµ¤¤¬¤Ä¤¤¤Æ¤·¤Þ¤¤¤Þ¤·¤¿.
¤È¤¤¤¦¤ï¤±¤Ç tensorflow/tensorflow ¤ò³Îǧ¤¹¤ë¤È...

ARG UBUNTU_VERSION=18.04
ARG ARCH=
ARG CUDA=10.0
FROM nvidia/cuda${ARCH:+-$ARCH}:${CUDA}-base-ubuntu${UBUNTU_VERSION} as base
# ARCH and CUDA are specified again because the FROM directive resets ARGs
# (but their default value is retained if set previously)
ARG ARCH
ARG CUDA
ARG CUDNN=7.6.2.24-1

¤È¤¤¤¦µ­½Ò¤Ë.
¤Ä¤Þ¤ê CUDA ¤Î¥Ð¡¼¥¸¥ç¥ó¤Ï 10.0 ¤Ç¥¤¥á¡¼¥¸¤¬¥Ó¥ë¥É¤µ¤ì¤Æ¤¤¤¿¤è¤¦¤Ç¤¹.

¤³¤Î»þ, ¥Þ¥·¥ó¤Î¥Û¥¹¥È¤Î NVRM version ¤Ï 395 ¤Ç, »È¤¨¤ë CUDA version ¤Ï 9.2.
¤Ê¤Î¤Ç Dockerfile ¤Î CUDA ¤ò 9.2 ¤Ç¥Ó¥ë¥É¤¹¤ë¤«, GPU ¤Î¥É¥é¥¤¥Ð¤ò 10.0 ¤¬»È¤¨¤ë¤â¤Î¤Ë¥Ð¡¼¥¸¥ç¥ó¥¢¥Ã¥×¤¹¤ë¤«¤ÎÆóÂò¤Ç¤·¤¿.

Dockerfile ¤Î¥ê¥Ó¥ë¥É¤ÏÌÌÅݤÀ¤Ã¤¿¤Î¤Ç¼«Ê¬¤Ï¸å¼Ô¤òÁªÂò¤·¤Þ¤·¤¿.
¤Þ¤º, ÍøÍѲÄǽ¤Ê¥É¥é¥¤¥Ð¤Î¥Ð¡¼¥¸¥ç¥ó¤ò¥Á¥§¥Ã¥¯¤·¤Þ¤¹.

$ ubuntu-drivers devices
== /sys/devices/pci0000:16/0000:16:00.0/0000:17:00.0 ==
modalias : pci:v000010DEd00001B06sv00001043sd000085E5bc03sc00i00
vendor   : NVIDIA Corporation
model    : GP102 [GeForce GTX 1080 Ti]
driver   : nvidia-driver-415 - third-party free
driver   : nvidia-driver-410 - third-party free
driver   : nvidia-driver-430 - third-party free recommended
driver   : nvidia-driver-390 - third-party free
driver   : xserver-xorg-video-nouveau - distro free builtin
º£²ó¤Ï CUDA versin ¤¬ 10.0 ¤Ë¤·¤¿¤«¤Ã¤¿¤Î¤Ç nvidia-driver-415 ¤òÁªÂò¤·, apt install ¤·¤Þ¤·¤¿.
¤½¤·¤Æ¤Á¤ã¤ó¤È¥¤¥ó¥¹¥È¡¼¥ë¤Ç¤­¤Æ¤¤¤ë¤«¥Á¥§¥Ã¥¯.
$ nvidia-container-cli info
NVRM version:   415.27
CUDA version:   10.0

Device Index:   0
Device Minor:   0
Model:          GeForce GTX 1080 Ti
Brand:          GeForce
GPU UUID:       GPU-ae5034ee-e52e-37ad-d2b4-19d473f0aeb0
Bus Location:   00000000:17:00.0
Architecture:   6.1

Device Index:   1
Device Minor:   1
Model:          GeForce GTX 1080 Ti
Brand:          GeForce
GPU UUID:       GPU-210053a3-dbbf-dba5-dca5-5d7e15405c41
Bus Location:   00000000:65:00.0
Architecture:   6.1
¤É¤¦¤ä¤éÌÜŪ¤¬²Ì¤¿¤»¤ë¾õ¶·¤Ë¤Ê¤Ã¤¿¤è¤¦¤Ç¤¹.
¤È¤¤¤¦¤ï¤±¤Ç»Å¾å¤²¤È¤·¤Æ TensorFlow Docker Image ¤òÆ°¤«¤·¤Æ GPU ¤¬»È¤¨¤ë¤è¤¦¤Ë¤Ê¤Ã¤Æ¤¤¤ë¤«³Îǧ¤Ç¤¹.

°Ê²¼¤Î¥­¥ã¥×¥Á¥ã¤Î¤è¤¦¤Ë̵»ö GPU ¤Ë¥¢¥¯¥»¥¹¤Ç¤­¤ë¤è¤¦¤Ë¤Ê¤ê¤Þ¤·¤¿.

Screenshot from 2019-08-29 17-49-27




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