├── .clang-format ├── .gitignore ├── .gitmodules ├── AUTHORS ├── CMakeLists.txt ├── LICENSE ├── Pipfile ├── README.md ├── cmake └── modules │ ├── AddHECO.cmake │ ├── CMakeLists.txt │ └── HECOConfig.cmake.in ├── docs └── heco_architecture.jpg ├── evaluation ├── CMakeLists.txt ├── README.MD ├── benchmark │ ├── benchmark.cpp │ ├── heco_helper.sh │ ├── heco_input │ │ ├── hammingdistance_1024.mlir │ │ ├── hammingdistance_16.mlir │ │ ├── hammingdistance_256.mlir │ │ ├── hammingdistance_4.mlir │ │ ├── hammingdistance_4096.mlir │ │ ├── hammingdistance_64.mlir │ │ ├── robertscross_16x16.mlir │ │ ├── robertscross_2x2.mlir │ │ ├── robertscross_32x32.mlir │ │ ├── robertscross_4x4.mlir │ │ ├── robertscross_64x64.mlir │ │ └── robertscross_8x8.mlir │ ├── heco_output │ │ ├── .gitignore │ │ ├── emitc_helper.h │ │ ├── hammingdistance_1024.cpp │ │ ├── hammingdistance_16.cpp │ │ ├── hammingdistance_256.cpp │ │ ├── hammingdistance_4.cpp │ │ ├── hammingdistance_4096.cpp │ │ ├── hammingdistance_64.cpp │ │ ├── robertscross_16x16.cpp │ │ ├── robertscross_2x2.cpp │ │ ├── robertscross_32x32.cpp │ │ ├── robertscross_4x4.cpp │ │ ├── robertscross_64x64.cpp │ │ └── robertscross_8x8.cpp │ └── naive │ │ ├── HammingDistance.cpp │ │ └── RobertsCross.cpp ├── comparison │ ├── comparison.cpp │ ├── heco_helper.sh │ ├── heco_input │ │ ├── boxblur_64x64.mlir │ │ ├── dotproduct_8.mlir │ │ ├── gxkernel_64x64.mlir │ │ ├── hammingdistance_4.mlir │ │ ├── l2distance_4.mlir │ │ ├── linearpolynomial_64.mlir │ │ ├── quadraticpolynomial_64.mlir │ │ └── robertscross_64x64.mlir │ ├── heco_output │ │ ├── .gitignore │ │ ├── boxblur_64x64.cpp │ │ ├── dotproduct_8.cpp │ │ ├── emitc_helper.h │ │ ├── gxkernel_64x64.cpp │ │ ├── hammingdistance_4.cpp │ │ ├── l2distance_4.cpp │ │ ├── linearpolynomial_64.cpp │ │ ├── quadraticpolynomial_64.cpp │ │ └── robertscross_64x64.cpp │ ├── naive │ │ ├── BoxBlur.cpp │ │ ├── DotProduct.cpp │ │ ├── GxKernel.cpp │ │ ├── HammingDistance.cpp │ │ ├── L2Distance.cpp │ │ ├── LinearPolynomial.cpp │ │ ├── QuadraticPolynomial.cpp │ │ └── RobertsCross.cpp │ └── porcupine │ │ ├── BoxBlur.cpp │ │ ├── DotProduct.cpp │ │ ├── GxKernel.cpp │ │ ├── HammingDistance.cpp │ │ ├── L2Distance.cpp │ │ ├── LinearPolynomial.cpp │ │ ├── QuadraticPolynomial.cpp │ │ └── RobertsCross.cpp ├── compile_time │ ├── heco_helper.sh │ ├── heco_input │ │ ├── hammingdistance_1024.mlir │ │ ├── hammingdistance_16.mlir │ │ ├── hammingdistance_256.mlir │ │ ├── hammingdistance_4.mlir │ │ ├── hammingdistance_4096.mlir │ │ ├── hammingdistance_64.mlir │ │ ├── robertscross_16x16.mlir │ │ ├── robertscross_2x2.mlir │ │ ├── robertscross_32x32.mlir │ │ ├── robertscross_4x4.mlir │ │ ├── robertscross_64x64.mlir │ │ └── robertscross_8x8.mlir │ └── heco_output │ │ └── .gitignore ├── plotting │ ├── .gitignore │ ├── Pipfile │ ├── README.md │ ├── plot_all.py │ ├── plot_benchmark.py │ ├── plot_comparison.py │ └── plot_utils.py └── util │ ├── BenchmarkHelper.h │ ├── MultiTimer.cpp │ └── MultiTimer.h ├── include └── heco │ ├── CMakeLists.txt │ ├── IR │ ├── BFV │ │ ├── BFV.td │ │ ├── BFVDialect.h │ │ └── CMakeLists.txt │ ├── CMakeLists.txt │ ├── EVA │ │ ├── CMakeLists.txt │ │ ├── EVA.td │ │ ├── EVAAnalyses.h │ │ └── EVADialect.h │ ├── FHE │ │ ├── CMakeLists.txt │ │ ├── FHE.td │ │ └── FHEDialect.h │ └── Poly │ │ ├── CMakeLists.txt │ │ ├── Poly.td │ │ └── PolyDialect.h │ └── Passes │ ├── CMakeLists.txt │ ├── bfv2emitc │ └── LowerBFVToEmitC.h │ ├── bfv2llvm │ └── LowerBFVToLLVM.h │ ├── evalazymodswitch │ └── LazyModswitch.h │ ├── evamatchscale │ └── MatchScale.h │ ├── evametadata │ └── MarkMetadata.h │ ├── evarelinearize │ └── InsertRelinearize.h │ ├── evawaterline │ └── WaterlineRescale.h │ ├── fhe2bfv │ └── LowerFHEToBFV.h │ ├── fhe2emitc │ └── LowerFHEToEmitC.h │ ├── fhe2eva │ └── LowerFHEToEVA.h │ └── hir2hir │ ├── Batching.h │ ├── CombineSimplify.h │ ├── InternalOperandBatching.h │ ├── LowerVirtual.h │ ├── Nary.h │ ├── ScalarBatching.h │ ├── Tensor2BatchedSecret.h │ └── UnrollLoops.h ├── src ├── CMakeLists.txt ├── IR │ ├── BFV │ │ ├── BFVDialect.cpp │ │ └── CMakeLists.txt │ ├── CMakeLists.txt │ ├── EVA │ │ ├── CMakeLists.txt │ │ ├── EVAAnalyses.cpp │ │ ├── EVADialect.cpp │ │ └── README.md │ ├── FHE │ │ ├── CMakeLists.txt │ │ └── FHEDialect.cpp │ └── Poly │ │ ├── CMakeLists.txt │ │ └── PolyDialect.cpp ├── Passes │ ├── CMakeLists.txt │ ├── bfv2emitc │ │ ├── CMakeLists.txt │ │ ├── LowerBFVToEmitC.cpp │ │ └── LowerBFVToEmitC.td │ ├── bfv2llvm │ │ ├── CMakeLists.txt │ │ ├── LowerBFVToLLVM.cpp │ │ └── LowerBFVToLLVM.td │ ├── evalazymodswitch │ │ ├── CMakeLists.txt │ │ ├── LazyModswitch.cpp │ │ └── LazyModswitch.td │ ├── evamatchscale │ │ ├── CMakeLists.txt │ │ ├── MatchScale.cpp │ │ └── MatchScale.td │ ├── evametadata │ │ ├── CMakeLists.txt │ │ ├── MarkMetadata.cpp │ │ └── MarkMetadata.td │ ├── evarelinearize │ │ ├── CMakeLists.txt │ │ ├── InsertRelinearize.cpp │ │ └── InsertRelinearize.td │ ├── evawaterline │ │ ├── CMakeLists.txt │ │ ├── WaterlineRescale.cpp │ │ └── WaterlineRescale.td │ ├── fhe2bfv │ │ ├── CMakeLists.txt │ │ ├── LowerFHEToBFV.cpp │ │ └── LowerFHEToBFV.td │ ├── fhe2emitc │ │ ├── CMakeLists.txt │ │ ├── LowerFHEToEmitC.cpp │ │ └── LowerFHEToEmitC.td │ ├── fhe2eva │ │ ├── CMakeLists.txt │ │ ├── LowerFHEToEVA.cpp │ │ └── LowerFHEToEVA.td │ └── hir2hir │ │ ├── Batching.cpp │ │ ├── CMakeLists.txt │ │ ├── CombineSimplify.cpp │ │ ├── InternalOperandBatching.cpp │ │ ├── LowerVirtual.cpp │ │ ├── Nary.cpp │ │ ├── ScalarBatching.cpp │ │ ├── Tensor2BatchedSecret.cpp │ │ └── UnrollLoops.cpp └── tools │ ├── CMakeLists.txt │ ├── emitc-translate │ ├── CMakeLists.txt │ └── emitc-translate.cpp │ ├── heco │ ├── CMakeLists.txt │ └── heco.cpp │ └── mlir-lsp-server │ ├── CMakeLists.txt │ ├── README.md │ └── mlir-lsp-server.cpp └── test ├── CMakeLists.txt ├── example.mlir ├── filecheck ├── CMakeLists.txt ├── EVA │ ├── hammingdist_1_fhe2eva.mlir │ ├── hammingdist_2_waterlinerescale.mlir │ ├── hammingdist_3_relinearize.mlir │ ├── hammingdist_4_metadata.mlir │ ├── polyone_1_fhe2eva.mlir │ ├── polyone_2_matchscale.mlir │ ├── polyone_3_metadata.mlir │ ├── polytwo_1_fhe2eva.mlir │ ├── polytwo_2_waterlinerescale.mlir │ ├── polytwo_3_lazymodswitch.mlir │ ├── polytwo_4_metadata.mlir │ ├── product_1_fhe2eva.mlir │ ├── product_2_waterlinerescale.mlir │ ├── product_3_relinearize.mlir │ ├── product_4_lazymodswitch.mlir │ └── product_5_metadata.mlir ├── boxblur │ ├── boxblur_1_ssa.mlir │ ├── boxblur_2_unrolled.mlir │ ├── boxblur_3_nary.mlir │ ├── boxblur_4_tensor2fhe.mlir │ ├── boxblur_5_batched.mlir │ ├── boxblur_6_internalbatched.mlir │ ├── boxblur_7_bgv.mlir │ ├── boxblur_8_emitc.mlir │ └── boxblur_9_cpp.cpp ├── cardiorisk │ └── cardiorisk_1_ssa.mlir ├── eigenfaces │ ├── eigenfaces_1_ssa.mlir │ ├── eigenfaces_2_unrolled.mlir │ ├── eigenfaces_3_nary.mlir │ ├── eigenfaces_4_tensor2fhe.mlir │ ├── eigenfaces_5_batched.mlir │ └── eigenfaces_6_internalbatched.mlir ├── eigenfaces_small │ ├── eigenfaces_1_ssa.mlir │ ├── eigenfaces_2_unrolled.mlir │ ├── eigenfaces_3_nary.mlir │ ├── eigenfaces_6_internalbatched.mlir │ └── eigenfaces_7_bgv.mlir ├── hammingdist │ ├── hammingdist_1_ssa.mlir │ ├── hammingdist_2_unrolled.mlir │ ├── hammingdist_3_nary.mlir │ ├── hammingdist_4_tensor2fhe.mlir │ ├── hammingdist_5_batched.mlir │ ├── hammingdist_6_internalbatched.mlir │ ├── hammingdist_7_emitc.mlir │ └── hammingdist_8_cpp.cpp ├── lit.cfg.py ├── lit.site.cfg.py.in ├── matvec │ ├── matvec_1_ssa.mlir │ ├── matvec_2_unrolled.mlir │ ├── matvec_3_nary.mlir │ ├── matvec_4_tensor2fhe.mlir │ ├── matvec_5_batched.mlir │ ├── matvec_5_batched_pre.mlir │ ├── matvec_5_batched_wip.mlir │ └── matvec_out.mlir ├── psu │ ├── psu_1_ssa.mlir │ └── psu_6_internalbatched.mlir ├── psu_small │ ├── psu_1_ssa.mlir │ ├── psu_6_internalbatched.annotated.mlir │ ├── psu_6_internalbatched.mlir │ └── psu_7_bgv.mlir └── robertscross │ └── robertscross_1_ssa.mlir └── readme.md /.clang-format: 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