Based on caffe im2col. Merge the loop into one kernel.

On GTX640:

The time show as below:

• image const int height = 256; const int width = 256; const int channels = 3; const int batch_size = 32;//128; const int ksize = 5; // 5-11 const int pad = 2; // 0-2 const int stride = 1; // 1 const int num_kernels = 64;

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• author: Zhao Kaiyong
• email: zhao.kaiyong(at)gmail.com, kyzhao(at)comp.hkbu.edu.hk
• website: http://www.comp.hkbu.edu.hk/~kyzhao/ , http://blog.csdn.net/openhero