Puget Systems News
PyTorch is a relatively new ML/AI framework. It combines some great features of other packages and has a very "Pythonic" feel. It has excellent and easy to use CUDA GPU acceleration. It is fun to use and easy to learn. read on for some reasons you might want to consider trying it. I've got some unique example code you might find interesting too.
Have you ever wondered why your hard drive is split up into different partitions? This article will explain in depth the different kinds of drive partitions, how to split up a drive into different sections, and what partitions to expect when installing and operating in Windows 10.
In this post I go through a simple modification to the VGG Image Annotator that adds easy to use buttons for adding labels to image object bounding-boxes. It is very fast way to do what could be a tedious machine learning data preparation task.
Are you having trouble with your USB devices not being recognized after your system wakes up from sleep mode? Check out this guide where we cover the Windows USB Selective Suspend feature and how to disable it.
GPU rendering engines like OctaneRender and Redshift utilize the computational power of the graphics processing chips on video cards to create photo-realistic images and animations. The more powerful the video card, the faster the rendering process goes - and multiple video cards can be used together to further improve performance. But can those video cards be a mix of different models, or do they all need to be identical?
All Puget Systems come with lifetime labor and support. Although we hope that you never have to send your system in to be repaired there maybe be a time when you do. This article was created in an effort to show you what to expect when you do have to send your system in for repair.
In this post I'll walk you through the best way I have found so far to get a good TensorFlow work environment on Windows 10 including GPU acceleration. YOU WILL NOT HAVE TO INSTALL CUDA! I'll also go through setting up Anaconda Python and create an environment for TensorFlow and how to make that available for use with Jupyter notebook. As a "non-trivial" example of using this setup we'll go through training LeNet-5 with Keras using TensorFlow with GPU acceleration. We'll get a setup that is 18 times faster than using the CPU alone.
Redshift is a GPU-based rendering engine, which recently updated from version 2.5.72 to 2.6.11. That update added compatibility with NVIDIA's Volta GPU architecture, and cards like the Titan V, but did it also improve render speeds?
Redshift is a GPU-based rendering engine, and the latest version 2.6.11 introduced compatibility with NVIDIA's Volta graphics architecture and cards like the Titan V. Lets take a look at how different GeForce and Titan models perform.
PhotoScan makes heavy use of both the central processors (CPUs) in a computer and the video cards (GPUs) to run many of the calculations involved in turning still images into a 3D model or map. Agisoft, the makers of PhotoScan, have versions available for both Windows and macOS - so let's take a look at how these two, competing computer platforms compare.
This article goes over some issues we've discovered recently related to Windows Builds 1709, 1803, & audio-related issues.
Recently we have noticed an issue when transferring data between mechanical drives and the Glyph Studio Raid external device. Specifically the issue pertains to large folders with numerous subfolders. In our initial testing it would appear that the data size is irrelevant beyond a few GB and mostly revolves around the number of subfolders.
If you accidentally set up a Microsoft account instead of a local user and would like to reverse this, this article is perfect.
Now that OctaneRender has been updated to support the Volta GPU architecture, how well does its performance scale when using multiple Titan Vs? And how does that compare to other popular rendering cards like the GeForce GTX 1080 Ti?
In this post I'll be going over details of Installing Ubuntu 18.04 including the NVIDIA display driver and, any one of the available desktop environments. I'll do this starting from a base server install. I'll go over a few possible pitfalls and end with a short discussion on the new netplan configuration tool for Ubuntu networking.
I recently finished reading the book, The Nordstrom Way to Customer Experience Excellence: Creating a Values-Driven Service Culture. The book is a lot more compelling than that ridiculously long title. It includes a lot of inspirational stories, but I wanted to share one story with you along with the one rule found in the employee handbook.
OctaneRender is a GPU-based rendering engine, so the bulk of the processing it does is carried out on the video cards in a system. Different processors and motherboards can impact the number of cards that can fit in a single system, but do they matter beyond that? Does the CPU itself have any impact on rendering speed/performance?
Just like the original Ryzen CPUs, the 2nd Gen Ryzen processors from AMD support a range of different RAM speeds depending on a number of factors. This information is not easily accessible to the public, however, so we decided to put together a quick post with the information we received from our contacts at AMD.
The unlocked Intel Core i5-7600k and i7-7700k processors features Intel Turbo Boost Technology which gives you an automatic burst of speed whenever you need it. With overclocking enabled, it allows flexibility to set your system specs the way you like. Take control with our 6th gen Intel Core unlocked i5 and i7 processors.
In this post I'll walk you through the best way I have found so far to get a good TensorFlow work environment on Windows 10 including GPU acceleration. I'll go through how to install just the needed libraries (DLL's) from CUDA 9.0 and cuDNN 7.0 to support TensorFlow 1.8. I'll also go through setting up Anaconda Python and create an environment for TensorFlow and how to make that available for use with Jupyter notebook. As a "non-trivial" example of using this setup we'll go through training LeNet-5 with Keras using TensorFlow with GPU acceleration. We'll get a setup that is 18 times faster than using the CPU alone.
Most of the time, Windows 10 will keep itself up to date - but if you run into a situation where an update is not available, or not applying automatically, there are ways to manually download and apply patches. This article will outline those options.