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[hec-assembler]: Update README.md
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assembler_tools/hec-assembler-tools/README.md

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# HERACLES Code Generation Framework (Reference Implementation)
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The tools in this directory are the reference implementation of and Assembler codegenerator that takes a pre-generated Polynomial Instruction Set Architecture (P-ISA) program containing instructions that use an abstract, flat memory model for polynomial operations, such as those applied in homomorphic encryption (HE), and maps them to a corresponding set of instructions compatible with the HERACLES architecture, accounting for hardware restrictions, including memory management for the HERACLES memory model.
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The tools in this directory are the reference implementation of an Assembler codegenerator that takes a pre-generated Polynomial Instruction Set Architecture (P-ISA) program containing instructions that use an abstract, flat memory model for polynomial operations, such as those applied in homomorphic encryption (HE), and maps them to a corresponding set of instructions compatible with the HERACLES architecture, accounting for hardware restrictions, including memory management for the HERACLES memory model.
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## Table of Contents
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1. [Dependencies](#dependencies)
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python3 he_prep.py filename.csv
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```
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The preprocessing program can split kernels (see he_prep.py -h for details). Use the split options if you encounter physical memory constraints.
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* The preprocessing program can split kernels (see he_prep.py -h for details). Use the split options if you encounter physical memory constraints.
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```bash
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# pre-process kernel: outputs filename1.tw_<#>.csv & filename1.tw_deps_<#>.csv
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python3 he_prep.py filename1.csv --mem_file filename0.mem --split_vars_limit <val> --split_inst_limit <val>
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```

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