Subject: Re: [ublas] Element-wise operations are really slow
From: Vardan Akopian (vakopian_at_[hidden])
Date: 2010-04-22 20:25:01
On Thu, Apr 22, 2010 at 2:36 PM, xiss burg <xissburg_at_[hidden]> wrote:
> I tried matrix<float>. In that same sample, with matrix I get 48ms/step no
> matter I run that element-wise ops section of the code or not. With
> compressed_matrix I get 25ms/step with the element wise ops and without them
> I get 2ms/step.
Are you sure you don't have the numbers swapped? matrix should be faster
In any case, 2 times performance penalty of compressed_matrix vs matrix is
not surprising. But clearly the bulk of the hit is coming from your code
that calculates the values. If you're still in doubt, instead of simply
commenting out these lines, just change them to something like:
m_RKR_1(3*jj+r, 3*kk+s) += 1.0f;
m_RK(3*jj+r, 3*kk+s) += 1.0f;
and see how much difference that makes.
BTW, why why not assign 3*jj+r and 3*kk+s to something and reuse them, so
you don't have to recalculate them twice (same for 3*j+r and 3*k+s)?