Efficient Machine Learning on HiFi DSPs Using TensorFlow
This presentation will walk through the details of building a keyword-detection model and deploying it on a HiFi DSP using the TensorFlow tool chain.
Overview
The Cadence® Tensilica® HiFi 3 is a high-efficiency DSP, well suited for feature-enhanced applications such as hearables, mobile devices, home entertainment , and automotive.
Target functions include channel-based audio codecs, audio and speech pre- and post-processing, GSM, AMR, and speech codecs.
Key Benefits
Performance Boost
Provides significant performance improvement over the Fusion F1 DSP to meet the demands of home audio systems
Music and Voice Clarity
Includes optimizations for noise reduction in music playback and voice communication applications
Energy Efficient
Highest MMAC/mw of the HiFi DSP Family
Audio, Speech Processing
Suitable for pre-processing as well as post-processing applications
ISO 26262 Compliant
Certified for ASIL-compliant and equipped with both hardware and software safety mechanisms
Features
Partners
Cadence, through its Tensilica processor IP, brings together best-in-class products and services from industry leaders to help you accelerate the development of your SoC designs while meeting your demanding power and performance requirements. Browse the list of Tensilica processor IP service partners below.
Technologies
オートモーティブ向け機能安全
テンシリカのプロセッサは、既製のプロセッサ/DSP IPであれ、特定のアプリケーションに特化したカスタム・ドメイン・プロセッサであれ、機能安全アプリケーションを可能にすることをお約束します。
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Xtensa Processor Generator (XPG)
Xtensa Processor Generator (XPG)は、Xtensaのテクノロジーの中核となるものです。この特許取得済みのクラウドベースのシステムは、構築しながら正しいプロセッサが得られ、それに関連するすべてのソフトウェア、モデルなどすべてを自動的に作成します。(ログインが必要です)
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