Arm SME2
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- Nemotron 3.5 Streaming ASR Benchmarked on Pixel 11
PyTorch profiled multilingual Nemotron 3.5 streaming ASR through ExecuTorch on a Google Pixel 11, testing chunk sizes, FP16 and QC8W precision, and Arm SME2 acceleration. With SME2 enabled, processing a 24.9-second recording fell from 9.79 to 4.61 seconds for FP16 and from 5.20 to 3.24 seconds for QC8W. The study also shows the accuracy-latency tradeoff: longer audio chunks improved word error rate but increased estimated time to first token.
PyTorch Blog · 🔥 0
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