Elk memory: Investigate improvements around `add_operation`

tf-encrypted / moose

Secure distributed dataflow framework for encrypted machine learning and data processing

Apache License 2.0

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Elk memory: Investigate improvements around `add_operation` #975

Open mortendahl opened 2 years ago

mortendahl commented 2 years ago

SymbolicSession::add_operation is (perhaps unsurprisingly) responsible for a lot of memory allocations. This issue is about investigate what, if anything, can be done to optimize this.

mortendahl commented 2 years ago

Maybe one idea is to let SymbolicSession generate an IndexedComputation instead of a NamedComputation: https://github.com/tf-encrypted/runtime/issues/977.