Lab 1

⭐ Practices in Software Convergence

⭐ Supervising Professor : Se-min Lim PH.D. Assistant Professor College of Computer Science Kookmin University

✅ Overview

Fully connected Model by using VGG19 Image. Input metrix will be varaiable but 1 - dimensional size of input is 4096. Also 1- dimensional size of weigths and bias is 4096. Last but not least the output size is 4096.

Main key word :

• AVX2 matrix vector multiplication example
• OpenMP parallel for example, OpenMP matrix multiplication
• cache blocking matrix multiplication, tiling optimization example, L2 cache optimization in matrix multiplication

→ AVX( Advanced Vector Extensions )

→ CPP 에서 병렬 연산 구현 및 스케쥴링

→ 캐시 친화적 루프 최적화 기법

✅ Task

→ Modify /Lab1/fc_layer.cpp