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Make gemm fully dependent on eigen #84

@Yangqing

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@Yangqing

Currently under caffe/util/math_functions.cpp, gemm is called using cblas_gemm, which then relies on atlas to carry out gemm. This may be suboptimal since we will not be able to use multithreaded gemm. Possibly we could make the boost-eigen branch to fully use eigen and remove the atlas dependency?

For earlier discussions please see issue #80 .

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