Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6

hello everyone today we are going to set up tensorflow 3.2 and pytorch 1.6 on windows 10 with gpu support so let's begin [Music] first step is to download anaconda and install it with default options we are going to use 64-bit version of anaconda distribution [Music] second step is to download and install cuda and gooden we can see the supported versions on official tensorflow website so let's download cuda that is supported by tensorflow 3.2 after that we also need to download kuden nvidia requires us to create a free account in order to download kuden let's do that and login using our credentials next we are going to download respective cooden version [Music] finally we also need microsoft visual c redistributables to be installed let's download latest version and install it [Music] now extract cuda and coolant files [Music] head over to cuda folder and run the setup install cuda with default options head over to kuden folder and copy all files and folders go to your cuda installation directory in program files and replace all files and folders that's it you have successfully installed cuda and coden third step is to install tensorflow gpu and pytorch open anaconda prompt as administrator and run this command pip install tensorflow gpu equals equals 2.3.0 once done run this command to install pytorch i will put all the commands in description below [Music] so pytorch is also installed now how to check if tensorflow and pytorch are successfully configured to be used with our gpu we import tensorflow as df and run command tf dot test dot gpu underscore device underscore name tensorflow detects one gpu in our system which is gtx 1060. [Music] similarly to check pi torch we import torch and run this command it prints the gpu model that's it we have configured tensorflow and pytorch along with cuda to be used with our gpu see you next time

Channel: TheCodingBug

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Id: PlW9zAg4cx8

Length: 4min 9sec (249 seconds)

Published: Sun Aug 16 2020