Here we will explore how to use the Theano and Keras Python frameworks for designing neural networks in order to accomplish specific classification tasks.In the process, we will see how Keras offers a great amount of leverage…
In this Caffe deep learning tutorial, we will show how to use DIGITS in order to train a classifier on a small image set. Along the way, we’ll see how to adjust certain run-time parameters, such as…
NVIDIA has once again raised the bar on GPU computing with the release of the new Tesla K80 GPU accelerator. With up to 8.74 TFLOPS of single-precision performance with GPU Boost, the Tesla K80 has massive capability…
We know that many of our readers are interested in seeing how molecular dynamics applications perform with GPUs, so we are continuing to highlight various packages. This time we will be looking at GROMACS, a well-established and free-to-use…
MATLAB is a well-known and widely-used application – and for good reason. It functions as a powerful, yet easy-to-use, platform for technical computing. With support for a variety of parallel execution methods, MATLAB also performs well. Support…
This short tutorial explains the usage of the GPU-accelerated HOOMD-blue particle simulation toolkit on our GPU-accelerated HPC cluster. Microway allows you to quickly test your codes on the latest high-performance systems – you are free to upload…
This is a tutorial on the usage of GPU-accelerated NAMD for molecular dynamics simulations. We make it simple to test your codes on the latest high-performance systems – you are free to use your own applications on…
Welcome to our tutorial on GPU-accelerated AMBER! We make it easy to benchmark your applications and problem sets on the latest hardware. Our GPU Test Drive Cluster provides developers, scientists, academics, and anyone else interested in GPU…
In my previous post, I presented a brief introduction to the CUB library of CUDA primitives written by Duane Merrill of NVIDIA. CUB provides a set of highly-configurable software components, which include warp- and block-level kernel components…
I’ve had several customers comment to me that it’s difficult to find someone that can speak with them intelligently about PCI-E root complex questions. And yet, it’s of vital importance when considering multi-CPU systems that have various…
