How to setup NVIDA GPU for TensorFlow in Windows 10/11

This is a tutorial video to setup NVIDIA graphics for use with the popular machine learning library TensorFlow. Models can be trained quicker with the use of GPU in TensorFlow. The GPU used in the video is a NVIDIA RTX 3050 in a Dell G15 laptop.
Links:
Tensorflow: www.tensorflow...
Visual Studio 2019: visualstudio.m...
NVIDIA CUDA: developer.nvid...
NVIDIA CUDNN: developer.nvid...

[@SurangaU.Bandara]

You are a GENIUS bro. I tried to configure GPU for almost 1 month. I tried lots of tutorials, ChatGPT and many more things. For that I wasted 100s of GBs of my internet. Finally I found this and I followed your instructions step by step carefully. Magically it worked. Awesome bro. Thank you so much for this. You are a Genius.

[@SL7Tech]

Thanks a lot mate 😊

[@ocelottes]

I cant instal tensorflow 2.10 , this error appear ERROR: Could not find a version that satisfies the requirement tensorflow==2.10 (from versions: 2.12.0rc0, 2.12.0rc1, 2.12.0, 2.12.1, 2.13.0rc0, 2.13.0rc1, 2.13.0rc2, 2.13.0, 2.13.1, 2.14.0rc0, 2.14.0rc1, 2.14.0) ERROR: No matching distribution found for tensorflow==2.10

[@Lastingk]

Thats probably because it is newer python versions. tensorflow-2.10.0 Python Version: 3.7-3.10. So if you install 3.10 python you can install tensorflow 2.10

[@lololerenard]

I had the same so i tried to create a virtual environnment with an oldest version of python it worked but jupyter never have been able to see my GPU

[@riveramartinezsamuel3940]

python version?

[@SoumyajitPal23]

At the end of the video, it detected only 1 GPU, which is the default Intel Graphics. How can we make our machine detect both the GPUs - the NVIDIA as well as the Intel Graphics?

[@thaiduyquy]

Thanks. The video is so helpfull for me!!!

[@halilibrahim-uk6lg]

Is there any video for linux ?

[@combatarmsjong]

Thank you my friend, this video was very helpful!

[@ilhamikhwan6587]

thank you so much !

[@metinunlu_]

This worked, seriously was lost until finding this. A little note for other people, do not forget to use Python 3.7-3.10 versions as never version can't install tensorflow 2.10 version. Thank you for the video.

[@dawood1106]

can i use any version of 3.10?

[@metinunlu_]

@@dawood1106 If I remember, no. But if your system already in such version just try all step other then python 3.10, if does not work you can downgrade it

[@vovin8132]

If anybody ended up here because you can't get TF to detect GPU in 2024, it's because TF 2.10 was the last version of TF that does so on native Windows without a bunch of extra steps. So just use this TF210 method if you have some basic CNN stuff to do for school or whatever.

[@sipecintadramadanmovie]

ERROR: Could not install packages due to an OSError: [Errno 2] No such file of directory: ‘c:\\Users\\eyris\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.8_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python38\\site-packages\\tensorflow\\include\\external\\com_github_grpc_grpc\\src\\core\\ext\\filters\\client_channel\\lb_policy\\grclb\\client_load_reporting_filter.h’ how to fix

[@pondskoi2073]

You didn't select any C++ components fro the VS Installer ??? It is required no ?

[@michaelmurillo1878]

I've tried every fucking guide and it always returns [] in the last step. Any ideas of what might be causing this?

[@SL7Tech]

Can you tell me your GPU model

[@michaelmurillo1878]

@@SL7Tech Sure! RTX 3070 laptop

[@AhmedHashim-lr3js]

check python version, must be between 3.7-3.10

[@Oyuncu8]

its just too tiring to setup all the stuff, im using windows and there is no installer, everything is done by hand. I cant download tensorflow 2.10 via pip, have you successfully done the installment?

[@samadhashimzade6659]

Is it possible to use tensorflow versions after 2.10 (e.g 2.13) on gpu?

[@jessmac2379]

It works! Thanks! Finally installed TF-GPU on windows! 😍😍

[@BenceBalogh-y5c]

I was really stuck with this and your video helped me! Thanks!

[@mahironakata5612]

Unlike any other garbage tutorial to install gpu tf, this video tutorial was real and worked very well. Thank you very much for your guidance.

[@oksihris]

It works, this video is so helpful. Thank you!

[@danielmueller8974]

Hello, the command at the end works... how do I use it in VSCode?

[@patrikvukic6273]

Thank you so much bro!

[@megasindhi]

Dude!! you are a lifesaver. It finally worked! after banging my head for so many hours.. THANK YOU!

[@fardian6818]

have my upvote sir

[@AhmedHashim-lr3js]

Great video, straight to the point. anyway, it would have been better if you have created a virtual environment for TensorFlow to avoid conflicts with other projects.

[@russeldebbarma457]

2023-05-12 02:41:21.684532: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2023-05-12 02:41:21.685130: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. 2023-05-12 02:41:27.301830: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2023-05-12 02:41:27.302077: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublas64_11.dll'; dlerror: cublas64_11.dll not found 2023-05-12 02:41:27.302393: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublasLt64_11.dll'; dlerror: cublasLt64_11.dll not found 2023-05-12 02:41:27.302672: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found 2023-05-12 02:41:27.302834: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found 2023-05-12 02:41:27.302991: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusolver64_11.dll'; dlerror: cusolver64_11.dll not found 2023-05-12 02:41:27.303149: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusparse64_11.dll'; dlerror: cusparse64_11.dll not found 2023-05-12 02:41:27.303305: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudnn64_8.dll'; dlerror: cudnn64_8.dll not found 2023-05-12 02:41:27.303366: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1934] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform. help me

[@TiagoSilva-db1vy]

you fix it? i have same problem here

[@russeldebbarma457]

@@TiagoSilva-db1vy yea wbu its done?

[@BhaveshKumar-yw9jh]

Bro at 8:39 in my laptop after checking system compatibiltity i got a message " like you already have a newer version of the NVIDIA Framview SDK installed" what to do ? please reply

[@AhmedHashim-lr3js]

uninstall you're older NVIDIA Framview SDK by going to "Add or remove programs" and it will be installed again from the Cuda version 11.2

[@devvidit4740]

@@AhmedHashim-lr3js Man thankyou soo much, you're a lifesaver

[@sipecintadramadanmovie]

How to reboot?

[@ascolbit]

Great video