Benchmarking CUDA vs Eigen
Posted on August 9, 2013
Here are some benchmarking notes on CUDA vs the Eigen Library on the two most common operations in my research. Those two operations are the SAXPY operation, which is Y = a * X + Y where X, Y
are vectors and a
is a scalar. The other main operation is a dot product, which is sum(X * Y)
where X and Y are arrays using element-wise array multiplication.