Deep learning (DL) is a fast-evolving field, and practitioners are constantly innovating DL models and inventing ways to speed them up. Custom operators are one of the mechanisms developers use to push the boundaries of DL innovation by …
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If you’ve ever had to stand up a rig on premises or in the cloud to run genomics pipelines, or do downstream analysis, you’ll know it’s not a small pile of packages you need to build, and connecting them all can be …
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This is a guest post by Carter Huffman, CTO and Co-founder at Modulate. Modulate is a Boston-based startup on a mission to build richer, safer, more inclusive online gaming experiences for everyone. We’re a team of world-class audio …
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GPUdirect RDMA was invented to massively speed up the ML frameworks that so many customers use to train their models using our large fleets of NVIDIA GPUs. Amr Ragab from EC2 Engineering took a few minutes at SC'22 to explain to us how it …
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Modern model pre-training often calls for larger cluster deployment to reduce time and cost. At the server level, such training workloads demand faster compute and increased memory allocation. As models grow to hundreds of billions of …
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GPUdirect RDMA was invented to massively speed up the ML frameworks that so many customers use to train their models using our large fleets of NVIDIA GPUs. Amr Ragab from EC2 Engineering took a few minutes at SC'22 to explain to us how it …
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Amazon’s product search engine indexes billions of products, serves hundreds of millions of customers worldwide, and is one of the most heavily used services in the world. The Amazon Search team develops machine learning (ML) technology …
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In the AWS Deep Learning Challenge held from January 5, 2022, to March 1, 2022, participants from academia, startups, and enterprise organizations joined to test their skills and train a deep learning model of their choice using Amazon …
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