# GPU Detected but cuda driver memory error

**URL:** <https://discuss.ai.google.dev/t/gpu-detected-but-cuda-driver-memory-error/30296>\
**Category:** General Discussion\
**Tags:** gpu, cuda\
**Created:** [June 3, 2024, 2:18am UTC](https://discuss.ai.google.dev/t/gpu-detected-but-cuda-driver-memory-error/30296 "2024-06-03T02:18:03Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![Kavinda\_Madhujith](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/kavinda_madhujith/32/17040_2.png) [@Kavinda\_Madhujith](https://discuss.ai.google.dev/u/Kavinda_Madhujith)\
**Post date:** [June 3, 2024, 2:18am UTC](https://discuss.ai.google.dev/t/gpu-detected-but-cuda-driver-memory-error/30296/1 "2024-06-03T02:18:03Z")

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Hello, I have RTX Ada 6000 48GB gpu installed. and I am planning to setup a local environment there. somehow. TensorFlow giving issues. I have installed cuda 11.8, cudnn 8.7 and also tensorrt. but tensorflow-gpu still couldn’t recognize my GPU. can you please guide me how to successfully setup a local environment ?

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**Author:** ![Aniket\_Dubey](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/aniket_dubey/32/16664_2.png) [@Aniket\_Dubey](https://discuss.ai.google.dev/u/Aniket_Dubey)\
**Post date:** [June 7, 2024, 10:14am UTC](https://discuss.ai.google.dev/t/gpu-detected-but-cuda-driver-memory-error/30296/3 "2024-06-07T10:14:48Z")

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Hi @Kavinda_Madhujith Welcome to the tensorflow forum ,

Could you please tell me which OS you are using currently to set up this local enviroment ,  
By Any chance if you are using Window OS to set up TensorFlow , however, does not support their GPU-based library for Windows after Tensorflow 2.10, you will need to install TensorFlow in WSL2 for using the GPU .

Kindly refer to Tensorflow [Website](https://www.tensorflow.org/install/source_windows#gpu).

Thank you !