Rescale just added NVIDIA’s newest, most advanced GPU, the Tesla V100, to the ScaleX platform. This is NVIDIA’s first GPU based on the latest Volta architecture. Starting November 13, 2017, all platform users are able to select the V100s as […]
Deep Learning with Multiple GPUs on Rescale: TensorFlow Tutorial
In a previous post, we showed examples of using multiple GPUs to train a deep neural network (DNN) using the Torch machine learning library. In this post, we will focus on performing multi-GPU training using TensorFlow. In particular, we will […]
Running Deep Learning on a Cloud That’s Right for You
While still in its infancy, Deep Learning has already significantly advanced fields such as autonomous driving, robotics control, machine translation, and facial recognition. By being able to abstract large volumes of data, recognize patterns, model and classify them, Deep Learning […]
Interactive Neural Network Design on Rescale
With the recent release of Rescale Deep Learning Cloud, we will present an example here that makes use of our new interactive notebook feature to develop deep neural networks. This feature enables an iterative workflow alternating between interactive data preprocessing […]
Deep Learning with Multiple GPUs on Rescale: Torch
Today we will discuss how to make use of multiple GPUs to train a single neural network using the Torch machine learning library. This is the first in a series of articles on techniques for scaling up deep neural network […]
Deep Neural Network Hyper-Parameter Optimization
Rescale’s Design-of-Experiments (DOE) framework is an easy way to optimize the performance of machine learning models. This article will discuss a workflow for doing hyper-parameter optimization on deep neural networks. For an introduction to DOEs on Rescale, see this webinar. […]
Neural Networks using Keras on Rescale
Rescale now supports running a number of neural network software packages including the Theano-based Keras. Keras is a Python package that enables a user to define a neural network layer-by-layer, train, validate, and then use it to label new images. […]
BYO Software Regression Testing on Rescale
Rescale is a valuable regression and performance testing resource for software vendors. Using our API and command line tools, we will discuss how you can run all or a subset of your in-house regression tests on Rescale. The advantages […]
Logging into Rescale with a Microsoft Active Directory SSO Identity Provider
Rescale recently rolled out SAML Single Sign-On login support for our ScaleX Enterprise users. This post will discuss how to set up Rescale as a SAML Service Provider, using Azure Active Directory as the Identity Provider. Prerequisites to follow the […]
Cost Comparison: Prepaid vs. On Demand
Rescale offers several price options for running your HPC simulations: On Demand, Low Priority, and Prepaid. This article will show an analysis of compute usage to determine when getting a prepaid plan makes sense from a cost standpoint. Our Prepaid […]