META Custom AI Inference Chips MTIA for a META AI Personal Assistant | NextBigFuture.com
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computerbase.de
When Meta realized that GPUs were not always optimal for running their specific recommendation workloads at the levels of efficiency required at scale, they designed MTIA v1, a first-generation AI inference accelerator. Dive into the specifications and software stack behind this custom chip, part of a co-designed full-stack solution that includes silicon, PyTorch, and the recommendation models: https://bit.ly/44IltCy | Meta for Developers
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MTIA: Meta's First Generation of AI Accelerators MTIA: Meta's First Generation of AI Accelerators | Roman Levenstein, Amin Firoozshahian, Joel Coburn & Olivia Wu Meta has traditionally relied on using CPU-based servers for running AI workloads, but the increasing compute and memory requirements of these models have pushed the company towards using specialized solutions such as GPUs or other hardware accelerators. This talk describes the company's effort in constructing its first silicon designed
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