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bitset count performance #724

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@PierUgit

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@PierUgit

In the bitsets module, the bit_count_large() function is scanning bit by bit with btest() in the main loop:

        bit_count = 0
        do block_ = 1_bits_kind, size(self % blocks, kind=bits_kind) - 1
            do pos = 0, block_size-1
                if ( btest( self % blocks(block_), pos ) ) &
                    bit_count = bit_count + 1
            end do
        end do

Using chunks of blocks and the fact that btest() is elemental, one can get significant performance improvement (on a similar implementation I obtain a 5x speed-up witch a chunk size of 1024):

        bit_count = 0
        do block_ = 1_bits_kind, size(self % blocks, kind=bits_kind) - 1, chunk
            block__ = min(block_+chunk-1,size(self % blocks, kind=bits_kind))
            do pos = 0, block_size-1
                bit_count = bit_count + count( btest(self % blocks(block_:block__), pos ) )
            end do
        end do

(edit) of course, this makes sense only for a large number of bits

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