tensorflow-gpu introduction memo

Introduction

, , [⑥](https://qiita.com/ yohiro / items / e9e80183e635e0ac4894), I tried to bite sklearn and svm, so I thought I'd try to bite TensorFlow this time, and its introduction memo. Fortunately, I own a GPU-equipped PC, so I'll try installing the GPU version of tensorflow.

Reference materials: [Image judgment AI application development / Part 1] Introduction to image judgment AI application development made with TensorFlow / Python / Flask

My environment

Implementation requirements

https://www.tensorflow.org/install/gpu?hl=ja From the official, the requirements for tensorflow are as follows cap3.png

It seems that once you have the GPU driver, you can install it with a single dictation command. So, first update the driver.

GPU driver update

First, start Device Manager, right-click the GPU that is the target of "Display Adapter" → click "Update Driver" cap3.png

If you press "Automatically search for the latest version of driver software", it will be updated automatically.

Install tensorflow-gpu

Execute the following command from the Anaconda environment

conda install tensorflow-gpu

Confirmation of installation

From the Anaconda environment

python

After typing

import tensorflow

Enter. Then

2020-04-15 18:35:41.872948: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll

Is displayed, and it seems that the installation was successful.

Where I got stuck

I was trying to install CUDA and cuDNN individually according to the teaching materials, but when I tried to install CUDA, I could not install it because of the same symptom as "Visual Studio Integration failed" as on the following page.

If the installation of "Visual Studio Integration" fails when installing CUDA on a Windows terminal

After all, it seems that the above command will automatically configure what is required for tensorflow-gpu, so CUDA and cuDNN have not been installed individually.

Recommended Posts

tensorflow-gpu introduction memo
H2O.ai Introduction memo
poetry introduction memo (ubuntu18.04)
Introduction
Raspberry-pi memo
Pandas memo
HackerRank memo
Alembic (DB schema management tool) introduction memo
kivy introduction
Python memo
python memo
graphene memo
Flask memo
pyenv memo
Matplotlib memo
pytest memo
sed memo
Python memo
Install Memo
BeautifulSoup4 memo
networkx memo
python memo
tomcat memo
command memo
Generator memo.
psycopg2 memo
Python memo
SSH memo
Command memo
Memo: rtl8812
pandas memo
Shell memo
Python memo
Pycharm memo
Python memo
Python & Machine Learning Study Memo ②: Introduction of Library
[Windows] Memo to use Keras on GPU [Tensorflow-GPU]