Multi-node patterns with Add, Sub, Mul, Div #135
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… conversion of not broadcastale nodes: Add, Sub, Mul, Div.
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Implemented generic partitioner to fuse multiple nodes into a single MLIR op. Applied it for element-wise ops: Add, Sub, Mul and Div.
Automatic detection of implicit broadcast based on dimension symbolic tracking: nodes with implicit broadcasts are not included in partitions (ugly failed before). Will be extended with support of implicit broadcasts.
Minor code reorgs.