Tag: gpu
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What computer for Machine Learning and MLOps
You are new to machine learning and you want to know what kind of computer, either a laptop or a PC you need for working in machine learning. The short answer is that you can buy or use any old banger laptop and you can learn machine learning by using free services like Google Colab. It […]
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Tensorflow not detecting GPU
If TensorFlow doesn’t detect your GPU, it will default to the CPU, which means when doing heavy training jobs, these will take a really long time to complete. This is most likely because the CUDA and CuDNN drivers are not being correctly detected in your system. I am assuming that you have already installed Tensorflow […]
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Installing Tensorflow 2.9 with GPU Support
You have come here because you want to install Tensorflow 2.9, and you want to get it right for the first time. Typically installing Tensorflow is hard work due to the number of dependencies. The good news is that since Tensorflow 2.5, the basic dependencies haven’t changed much, CUDA 11.2 and CuDNN 8.1 is still […]
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How to setup Tensorflow on Ubuntu Linux with multiple GPUs using Docker
For this tutorial, I will be setting up the latest version of Tensorflow, currently 2.9 with GPU support on a workstation kindly provided by SabrePC with 4 x RTX 3080. For those curious, here is a clip of what this workstation looks like: Setting up Tensorflow typically requires a lot of hard work as you […]
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How to install Tensorflow 2.5 with CUDA 11.2 and CuDNN 8.1 for Windows 10
In this article, I am going to show you how you can install Tensorflow 2.5, CUDA 11.2.1, and CuDNN 8.1, for Windows 10, with full support for an Nvidia GPU RTX 30 series card. Since CUDA is backward compatible it should also work for RTX 20 series cards or older. But before I install CUDA, […]
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Is the new Nvidia RTX 3060 good for beginners in Deep Learning, and is the crypto mining ban going to help?
Based on pure specs alone, the new Geforce RTX 3060 is a brilliant budget proposition for anyone looking to get into Deep Learning. It has plenty of CUDA cores(3584) and 12GB of GDDR6 memory. With the added benefit that you can also use it for gaming too if that’s something you fancy. And finally, I […]
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Tensorflow 2 Object Detection API Tutorial with a GPU in Windows 10
Hello there! Today I will be completing the Tensorflow 2 Object Detection API Tutorial on my new Windows PC. I have already set up my development environment so I can already run Tensorflow 2.4 with Python 3.8 and using Anaconda. Also, I have added GPU support to Tensorflow because I have installed all the Nvidia […]