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In this post, we discuss how the training of deep neural networks scales on DGX-1. Considering 6 models across 4 out of 5 popular domains covered in the MLPerf v0.5 benchmarking suite, we discuss the time to state-of-the-art accuracy as set by MLPerf...

Index of our review:
Changes vs Previous Architectures
Leadership Performance

This is a guest post by Adam Marko, an IT and Biotech Professional with 10+ years of experience across diverse industries
What is Bowtie2?
Bowtie2 is a commonly used, open-source, fast, and memory efficient application used as part of a Next Generation Sequencing (NGS) workflow. It aligns the sequencing reads, which are the genomic data output from an NGS device such as an Illumina HiSeq...

This is a guest post by Adam Marko, an IT and Biotech Professional with 10+ years of experience across diverse industries
Background and history
Cryogenic Electron Microscopy (CryoEM) is a type of electron microscopy that images molecular samples embedded in a thin layer of non-crystalline ice, also called vitreous ice. Though CryoEM experiments have been performed since the 1980s, the majority...