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2021_2_multicore

OpenCL을 활용한 병렬화를 통해 CNN 가속화 프로젝트

  • Environment : C, Visual Studio, OpenCL
  • Model : VGG16, Dataset : CIFAR-10
  • convolution layer의 기본적인 병렬화와 BATCH를 통해 가속화 하였습니다. 데이터 흐름 개선, 타일링 기법과 같은 것은 도입하지 못하였기에 모범적인 성능 향상은 아닙니다.
※세종대학교 멀티코어프로그래밍 수강하는 학생들은 코드를 복사해서 그대로 제출하는 일이 없길 바랍니다. 0점 처리 되거니와 높은 성능이 아니라 코드 복사가 걸리지 않더라도 이상적인 점수를 받기 어려울 것입니다.

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