├── .clang-format ├── .clang-tidy ├── .github └── workflows │ └── main.yml ├── .gitignore ├── CMakeLists.txt ├── LICENSE ├── README.md ├── dev ├── cgra_generation │ ├── gemmreluadd.cgra.mlir │ ├── gemmreluadd.linalg.tiled.mlir │ └── script.sh ├── integration_test │ ├── gemmreluadd.cgra.ll │ ├── gemmreluadd.cgra.llvm.mlir │ ├── gemmreluadd.cgra.mlir │ ├── gemmreluadd.cgra.outlined.host.mlir │ ├── gemmreluadd.cgra.outlined.mlir │ ├── gemmreluadd.linalg.tiled.ll │ ├── gemmreluadd.linalg.tiled.llvm.mlir │ ├── gemmreluadd.linalg.tiled.mlir │ ├── main.cpp │ ├── main.ll │ └── script ├── linalg_generation │ ├── gemmreluadd.linalg.finalized.mlir │ ├── gemmreluadd.linalg.fused.mlir │ ├── gemmreluadd.linalg.mlir │ ├── gemmreluadd.mhlo.mlir │ └── script.sh ├── linalg_optimization │ ├── gemmreluadd.linalg.finalized.mlir │ ├── gemmreluadd.linalg.tiled.mlir │ └── script.sh └── onnx_generation │ ├── gemmreluadd.onnx │ ├── gemmreluadd.onnx.mlir │ ├── gen_gemmreluadd_onnx.py │ ├── run_gemmreluadd.py │ └── script.sh ├── experiments ├── .gitignore ├── CamemBERT │ ├── baseline │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── cgra │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── golden │ │ ├── main.cpp │ │ └── script.sh │ └── model │ │ └── CamemBERT.py ├── MiniLM │ ├── baseline │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── cgra │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── golden │ │ ├── main.cpp │ │ └── script.sh │ └── model │ │ └── MiniLM.py ├── Sentence-BERT │ ├── baseline │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── cgra │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── golden │ │ ├── main.cpp │ │ └── script.sh │ └── model │ │ └── Sentence-BERT.py ├── VIT │ ├── baseline │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── cgra │ │ ├── main.cpp │ │ ├── script4x4-doublebuffer.sh │ │ ├── script4x4.sh │ │ ├── script8x8-doublebuffer.sh │ │ └── script8x8.sh │ ├── golden │ │ ├── main.cpp │ │ └── script.sh │ └── model │ │ └── vit.py └── demo │ ├── baseline │ ├── 02-linalg.mlir │ ├── 03-fused.mlir │ ├── 04-finalized.mlir │ ├── 05-tiled.mlir │ ├── 06-locating.mlir │ ├── 07-host.mlir │ ├── 08-accel.mlir │ ├── 08-llvm.mlir │ ├── 09-host-llvm.mlir │ ├── 09-model.ll │ ├── 09-model.o │ ├── 10-accel-llvm.mlir │ ├── 11-model.ll │ ├── 11-model.o │ ├── 12-accel.bc │ ├── 12-accel.ll │ ├── 12-accel.o │ ├── CustomizedRuntime.cpp │ ├── main.cpp │ └── script.sh │ ├── cgra │ ├── 02-linalg.mlir │ ├── 03-fused.mlir │ ├── 04-finalized.mlir │ ├── 05-tiled.mlir │ ├── 06-locating.mlir │ ├── 07-host.mlir │ ├── 08-llvm.mlir │ ├── 09-model.ll │ ├── 09-model.o │ ├── main.cpp │ └── script.sh │ ├── golden │ ├── 02-linalg.mlir │ ├── 03-finalized.mlir │ ├── 04-llvm.mlir │ ├── 05-model.ll │ ├── 05-model.o │ ├── main.cpp │ └── script.sh │ └── model │ ├── 00-onnx.mlir │ ├── 01-mhlo.mlir │ ├── 02-linalg.mlir │ ├── gemmreluadd.onnx │ ├── gemmreluadd.onnx.mlir │ ├── gen_gemmreluadd_onnx.py │ ├── run_gemmreluadd.py │ └── script.sh ├── include ├── soda-c │ └── Dialect │ │ └── SODA.h └── soda │ ├── CMakeLists.txt │ ├── Conversion │ ├── CMakeLists.txt │ ├── KernelsToSODA │ │ ├── AllToSODAPass.h │ │ ├── LinalgToCGRA.h │ │ ├── LinalgToCGRAPass.h │ │ ├── LinalgToSODA.h │ │ ├── LinalgToSODAPass.h │ │ ├── OperationToSODA.h │ │ ├── OperationToSODAPass.h │ │ ├── PatternToCGRA.h │ │ ├── PatternToCGRAPass.h │ │ ├── SCFToSODA.h │ │ └── SCFToSODAPass.h │ ├── Passes.h │ └── Passes.td │ ├── Dialect │ ├── CMakeLists.txt │ ├── SNN │ │ ├── CMakeLists.txt │ │ ├── IR │ │ │ ├── CMakeLists.txt │ │ │ ├── SNN.h │ │ │ ├── SNNBase.td │ │ │ ├── SNNOps.td │ │ │ └── SNNTypesBase.td │ │ └── Transforms │ │ │ ├── CMakeLists.txt │ │ │ ├── Passes.h │ │ │ └── Passes.td │ └── SODA │ │ ├── CMakeLists.txt │ │ ├── Passes.h │ │ ├── Passes.td │ │ ├── SODABase.td │ │ ├── SODADialect.h │ │ ├── SODAOps.td │ │ └── Utils.h │ └── Misc │ ├── CMakeLists.txt │ ├── Passes.h │ ├── Passes.td │ └── Pipelines.h ├── lib ├── CAPI │ ├── CMakeLists.txt │ └── Dialect │ │ ├── CMakeLists.txt │ │ └── SODA.cpp ├── CMakeLists.txt ├── Conversion │ ├── CMakeLists.txt │ ├── KernelsToSODA │ │ ├── AllToSODAPass.cpp │ │ ├── CMakeLists.txt │ │ ├── LinalgToCGRA.cpp │ │ ├── LinalgToCGRAPass.cpp │ │ ├── LinalgToSODA.cpp │ │ ├── LinalgToSODAPass.cpp │ │ ├── OperationToSODA.cpp │ │ ├── OperationToSODAPass.cpp │ │ ├── PatternToCGRA.cpp │ │ ├── PatternToCGRAPass.cpp │ │ ├── SCFToSODA.cpp │ │ └── SCFToSODAPass.cpp │ └── PassDetail.h ├── Dialect │ ├── CMakeLists.txt │ ├── SNN │ │ ├── CMakeLists.txt │ │ ├── IR │ │ │ ├── CMakeLists.txt │ │ │ ├── SNNDialect.cpp │ │ │ └── SNNOps.cpp │ │ └── Transforms │ │ │ ├── CMakeLists.txt │ │ │ ├── PassDetail.h │ │ │ └── Print.cpp │ └── SODA │ │ ├── CMakeLists.txt │ │ ├── IR │ │ └── SODADialect.cpp │ │ └── Transforms │ │ ├── AsyncRegionRewriter.cpp │ │ ├── HostGeneration.cpp │ │ ├── KernelGeneration.cpp │ │ ├── KernelOutlining.cpp │ │ └── PassDetail.h └── Misc │ ├── AffineDataCopyGen.cpp │ ├── AffineLoopPermutation.cpp │ ├── AffineLoopTiling.cpp │ ├── CMakeLists.txt │ ├── ForwardLinalgOps.cpp │ ├── ForwardMemrefAlloc.cpp │ ├── FuncToLLVM.cpp │ ├── LinalgTilingForCGRA.cpp │ ├── MemrefEraseDealloc.cpp │ ├── MiscPasses.cpp │ ├── PassDetail.h │ └── PassDetailForFuncToLLVM.h ├── llvm_plugins └── lib │ ├── CMakeLists.txt │ └── Transforms │ ├── AllocaNamer │ ├── AllocaNamer.cpp │ └── CMakeLists.txt │ ├── CMakeLists.txt │ ├── PhismUtils │ ├── CMakeLists.txt │ ├── LICENSE │ ├── MemRefToArray.cc │ ├── Utils.cc │ ├── Utils.h │ └── VhlsLLVMRewriter.cc │ └── XMLWriter │ ├── CMakeLists.txt │ └── XMLWriter.cpp ├── python ├── CMakeLists.txt ├── SODAExtension.cpp └── mlir_soda │ └── dialects │ ├── SODAOps.td │ └── soda.py ├── sim ├── CGRAFunc.h ├── Common.h ├── GlobalRuntime.cpp └── Simulator.cpp ├── test ├── CAPI │ ├── CMakeLists.txt │ ├── lit.local.cfg │ └── soda-capi-test.c ├── CMakeLists.txt ├── Conversion │ ├── KernelsToSODA │ │ ├── affineFor-to-SODA.mlir │ │ ├── all-to-SODA.mlir │ │ ├── linalgConv-to-SODA.mlir │ │ ├── linalgDot-to-SODA.mlir │ │ ├── linalgGeneric-to-SODA.mlir │ │ ├── linalgMatmul-to-SODA.mlir │ │ └── scfFor-to-SODA.mlir │ └── LinalgToLLVM │ │ └── lower-to-llvm.mlir ├── Dialect │ ├── Affine │ │ ├── buffer-trick.mlir │ │ ├── fusion.mlir │ │ ├── permute.mlir │ │ ├── tile.mlir │ │ └── unroll.mlir │ ├── Linalg │ │ ├── forward-linalg-ops.mlir │ │ └── tile.mlir │ ├── Memref │ │ ├── erase-dealloc.mlir │ │ └── forward-memref-allocations.mlir │ └── SODA │ 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