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CNN 기반 이미지 분류 가속화

Final Project (4190.414A-001, 2016 Fall)

make run

Performance results of final version

	10	50	100	300	500	1024
1 node 1 CPU, OpenCL	10.162	50.068
1 node 1 GPU + 1 CPU, OpenCL	1.862	5.713	10.651	30.367	49.144	96.862
1 node 4 GPU + 1 CPU, OpenCL	1.334	2.542	4.066	10.257	16.131	31.822
4 node 16 GPU + 4 CPU, OpenCL + MPI	1.133	1.474	1.869	3.391	4.904	9.033
4 node 16 GPU + 4 CPU, SnuCL	2.258	3.608	4.873	9.816	14.750	27.958