Gael Guennebaud 3e4a68cc60 optimize vectorized reductions by peeling the loop:
- x2 for squaredNorm() on double
 - peeling the loop with a peeling factor of 4 leads to even better perf
   for large vectors (e.g., >64) but it makes more difficult to keep good performance on smaller ones.
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LU
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QR
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SVD
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