Updated multiversion and support wider registers

[ritchie46]

Currently the simd sum only used 128 bit registers via runtime detection. This adds support for all simd available targets.

Had a 4x improvement on a local compilation. Updated multiversion while at it.

[codecov]

Codecov Report

Patch coverage: 100.00% and project coverage change: -0.04 ⚠️

Comparison is base (7d52276) 83.79% compared to head (5e9e574) 83.76%.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1440      +/-   ##
==========================================
- Coverage   83.79%   83.76%   -0.04%     
==========================================
  Files         376      376              
  Lines       41128    41010     -118     
==========================================
- Hits        34463    34351     -112     
+ Misses       6665     6659       -6     

Impacted Files	Coverage Δ
src/compute/aggregate/min_max.rs	72.72% <100.00%> (-7.83%)	⬇️
src/compute/aggregate/sum.rs	77.08% <100.00%> (-6.67%)	⬇️
src/compute/hash.rs	100.00% <100.00%> (ø)

... and 4 files with indirect coverage changes

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