[Perf] Adds numeric optimizations and algebraic rewrites#35
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Introduces specialized numeric operation types to the logical optimizer to better represent mathematical functions within the computation graph. Implements an algebraic rewrite pass that detects and eliminates redundant inverse operation chains, such as log-exp and exp-log pairs, reducing unnecessary computation. As mentioned in deem-data#34. Updates the optimizer configuration to integrate these new transformation steps and includes tests to verify the simplification logic.
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phaniarnab
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[Perf] Adds numeric optimizations and algebraic rewrites
Introduces specialized numeric operation types to the logical optimizer to better represent mathematical functions within the computation graph.
Implements an algebraic rewrite pass that detects and eliminates redundant inverse operation chains, such as log-exp and exp-log pairs, reducing unnecessary computation. As mentioned in #34.
Updates the optimizer configuration to integrate these new transformation steps and includes tests to verify the simplification logic.