Machine Learning

How to train a ResNet with the CIFAR-10 Dataset on TensorFlow
Deep residual networks, or ResNets for short, provided the breakthrough idea of identity mappings in order to enable training of very deep convolutional neu...
Thu, 26 Mar, 2020 at 11:29 AM
Installing and Running PyTorch on your GPU Instance
There are multiple ways to install PyTorch on your Genesis Cloud Instance. The easiest way to get started is to use the preconfigured image with PyTorch alr...
Wed, 8 Jul, 2020 at 8:57 AM
How to install NVIDIA CUDA
Most GPU applications like Tensorflow, PyTorch or Blender need the Nvidia CUDA toolkit in order to perform GPU computations.  Checking for CUDA You can...
Thu, 18 Jun, 2020 at 3:51 PM
Running a Jupyter Notebook on your instance
This is how you can connect the Jupyter server that is running in your browser to your Genesis Cloud instance. Note that this tutorial is for single-user ca...
Thu, 18 Jun, 2020 at 3:29 PM
Train a CNN on multiple GPUs with a Jupyter Notebook
I'll show you how to train your own CNN (Convolutional Neural Net) on the CIFAR-10 Dataset (60000 32x32 colour images in 10 classes). The tutorial ...
Wed, 19 Aug, 2020 at 11:34 AM
Running a NVIDIA NGC Docker Image on your Instance
The NVIDIA NGC Catalogue holds a register of readily available docker images that make installing complex software for the GPU much less complex. Here is th...
Fri, 10 Jul, 2020 at 6:36 PM