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    • Bhatu's avatar
      [SeeDot] Reduce compile time · c6b49ba7
      Bhatu authored
      Previosuly we were iterating through the entire program for each identifier's
      name patching. This was a quadratic algorithm resulting in >30mins compile time
      for deep networks. Now we just do a linear scan of the program once and patch
      expressions which need patching. Compile time is reduced to seconds.
      c6b49ba7
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    • Bhatu's avatar
      [ONNX] Add feature to strip model weights · bbb17e31
      Bhatu authored
      Now we can compile models similar to how we compile tensorflow models. The
      server can compile the model with:
        ~/EzPC/Athos/CompileONNXGraph.py --config config.json --role server
      
      This generates a zip file which contains:
        optimised_model.onnx
        config.json
      
      The optimised_model.onnx is the same model but is a pruned version and doesnt
      contain model weights. This zip file can then be sent to the client and client
      can compile with:
        ~/EzPC/Athos/CompileONNXGraph.py --config config.json --role client
      bbb17e31
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