Duration 2900

Unlock the Full Potential of FPGAs for Real-Time ML Inference - Tune an Overlay to an Architecture

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Published 30 Jan 2023

Watch the full webinar: https://go.achronix.com/fpgas-ml-inference-register An FPGA can be a very attractive platform for many Machine Learning (ML) inference applications. In this presentation, using the example of automatic speech recognition (ASR), we will explore how FPGAs can be used to accelerate conversational AI and Natural Language Processing applications. We’ll review the key components in the Achronix FPGAs architecture, such as a 2D Network on Chip (NoC), high-speed external memory, and optimized Machine Learning Processor (MLP), and how our symmetrical architecture can make scaling solutions in the FGPA transparent and short time to deploy. Using standard benchmarks, we demonstrate an ASR appliance that can reduce costs by as much as 90% compared with alternative approaches. Reduce Speech Transcription Costs by up to 90% with CAI: https://www.achronix.com/documentation/reduce-speech-transcription-costs-90-cai-wp030 Achronix Takes On Conversational AI: https://www.achronix.com/blog/achronix-takes-conversational-ai

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