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MLBEDSW-10632: [MLCE] Improve weight format selection using op perf

Johan Alfvén requested to merge MLBEDSW-10632 into main

  • Weight format selection now considers op cycle cost, making Sparse2_4 more likely to be chosen when it yields real performance gains.

  • Modified part kernel branch in EstimateConvCycles to account for Sparse2_4.

  • Updated EstimateOpPerformance to include weight format.

  • Removed EstimateOpPerformanceForSparsity, as it is no longer needed.

Signed-off-by: Johan Alfvén johan.alfven@arm.com Change-Id: Iaa804567bd7f95895ae5ea9524c35479a3854aef

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