[Weight Compression] Rework Weight Comrpession Algorithm #3667
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Changes
Reworked the weight compression algorithm. Separated the apply method into distinct modular functions.
Reason for changes
To make it simpler for Experimental compress_pt2e algorithms and offer some flexibility in obtaining information such as nodes_to_compress, weight compression parameters etc. from sources outside the scope of Weight Compression algorithm.