Domain Specific Language and Compiler for Energy Efficiency on Data-Intensive Applications

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

近年來以深度學習為首的人工智慧相關應用蓬勃發展,並有朝向在車用與行動裝置上執行的發展趨勢。然而,人工智慧等相關應用對運算能力的需求較高,要應用在 edge device 上時對能量效益的優化是一大挑戰。本計畫針對 data intensive 應用所開發的硬體架構與程式語言/編譯器耗能優化技術,是人工智慧晶片開發所需的一項重要關鍵技術。我們期望透過本計畫的執行,提升國內 IC 設計產業在人工智慧晶片領域的競爭力。

Project IDs

Project ID:PB11008-0832
External Project ID:MOST109-2221-E182-037-MY2
StatusFinished
Effective start/end date01/08/2131/07/22

Keywords

  • Halide language
  • energy efficiency
  • power gating
  • domain specific architecture

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