Word
inference chip
Definition
compound. a specialized computer part designed to run artificial intelligence programs quickly and efficiently.
compound. a specialized integrated circuit or processor optimized for executing pre-trained machine learning models, specifically for the inference stage of AI tasks.
Examples
“The new smartphone includes a powerful inference chip for voice recognition.”
“To handle the massive amount of data required for real-time translation, the company installed a new inference chip in their servers.”
“The architectural shift toward edge computing has necessitated the development of low-power inference chips capable of processing neural networks locally without cloud reliance.”
Examples
simple
“The new smartphone includes a powerful inference chip for voice recognition.”
contextual
“To handle the massive amount of data required for real-time translation, the company installed a new inference chip in their servers.”
complex
“The architectural shift toward edge computing has necessitated the development of low-power inference chips capable of processing neural networks locally without cloud reliance.”
Usage
primarily used in technical contexts regarding hardware, artificial intelligence, and computing performance.
Teaching tip
contrast this with a 'training chip' (like a high-end GPU) used to build models; the inference chip is for using the model once it is already built.
Real-World Examples
“The result is called Redwood, a small, low-power inference chip that Architect Labs, a San Francisco-area startup founded in July 2025, unveiled last month.” “In a paper published in August, startup Architect Labs describes how its AI system, the Architect Labs Platform, designed a small, low-power inference chip, dubbed Redwood, from a written spec, with no human intervention below the specification.” “The researchers — who are based at IBM Research — fabricated a 14-nm inference chip containing 34 tiles, each of which contains a crossbar array of phase-change memory devices that can perform matrix–vector multiplications.” “MediaTek designs the TPU 8i inference chip and cost-optimised variants including TPU v7e and v8e.” - Exam level
- CambridgeCambridgeCambridge English QualificationsThe exam suite from Cambridge University Press & Assessment, from A1 Movers up to C2 Proficiency. The benchmark names double as CEFR labels.C1 AdvancedIELTSIELTSInternational English Language Testing SystemThe 0–9 band test co-owned by the British Council, IDP, and Cambridge. Used for university entry, work, and migration.7.0–8.0TOEFL iBTTOEFL iBTTest of English as a Foreign Language, Internet-Based TestETS's academic English test, the standard route for US university admissions. Scored 0–120, with a 1–6 scale since 2026.1–6 scale: 5.0–5.595–113TOEICTOEICTest of English for International CommunicationETS's workplace English test, big in Japan and Korea. Listening & Reading scores 10–990 and tops out at C1.945–990EikenEikenTest in Practical English ProficiencyThe English proficiency test from the Eiken Foundation of Japan, widely taken by Japanese students. Grades run from 5 to 1, with Pre-1 and Pre-2 between them.Grade 1
- Level
- C1 · Advanced
- Updated
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englishreference.com/q/inference-chip