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reduce spatial compile-times in convolutions using a scf.for instead of materializing a huge number of instructions
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This commit is contained in:
NiccoloN
2026-04-10 18:50:25 +02:00
parent f3a36e9d43
commit f054e66ed0
18 changed files with 623 additions and 241 deletions
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41
src/PIM/Compiler/PimCodeGen.hpp
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@@ -4,6 +4,7 @@
#include "llvm/Support/JSON.h"
#include "onnx-mlir/Compiler/OMCompilerTypes.h"
#include "src/Accelerators/PIM/Common/PimCommon.hpp"
#include "src/Accelerators/PIM/Dialect/Pim/PimOps.hpp"
namespace onnx_mlir {
@@ -50,13 +51,17 @@ public:
PimMemory& getOrCreateDeviceMem(size_t id);
size_t getValueAddress(mlir::Value value) const;
size_t getValueAddress(mlir::Value value, const StaticValueKnowledge& knowledge = {}) const;
};
class PimCodeGen {
PimAcceleratorMemory& memory;
llvm::raw_fd_ostream& coreFileStream;
size_t addressOf(mlir::Value value, const StaticValueKnowledge& knowledge) const {
return memory.getValueAddress(value, knowledge);
}
static llvm::json::Object createEmptyOffset();
void emitInstruction(llvm::json::Object instruction) const;
@@ -80,27 +85,27 @@ public:
PimCodeGen(PimAcceleratorMemory& memory, llvm::raw_fd_ostream& coreJson)
: memory(memory), coreFileStream(coreJson) {}
void codeGenLoadOp(pim::PimMemCopyHostToDevOp loadOp) const;
void codeGenStoreOp(pim::PimMemCopyDevToHostOp storeOp) const;
void codeGenLmvOp(pim::PimMemCopyOp lmvOp) const;
void codeGenLoadOp(pim::PimMemCopyHostToDevOp loadOp, const StaticValueKnowledge& knowledge) const;
void codeGenStoreOp(pim::PimMemCopyDevToHostOp storeOp, const StaticValueKnowledge& knowledge) const;
void codeGenLmvOp(pim::PimMemCopyOp lmvOp, const StaticValueKnowledge& knowledge) const;
void codeGenReceiveOp(pim::PimReceiveOp receiveOp) const;
void codeGenSendOp(pim::PimSendOp sendOp) const;
void codeGenReceiveOp(pim::PimReceiveOp receiveOp, const StaticValueKnowledge& knowledge) const;
void codeGenSendOp(pim::PimSendOp sendOp, const StaticValueKnowledge& knowledge) const;
template <typename MVMTy>
void codeGenMVMLikeOp(size_t mvmId, MVMTy mvmLikeOp, bool transposeMatrix);
void codeGenMVMLikeOp(size_t mvmId, MVMTy mvmLikeOp, bool transposeMatrix, const StaticValueKnowledge& knowledge);
void codeGenVVAddOp(pim::PimVVAddOp vvaddOp) const;
void codeGenVVSubOp(pim::PimVVSubOp vvsubOp) const;
void codeGenVVMulOp(pim::PimVVMulOp vvmulOp) const;
void codeGenVVMaxOp(pim::PimVVMaxOp vvmaxOp) const;
void codeGenVVDMulOp(pim::PimVVDMulOp vvdmulOp) const;
void codeGenVAvgOp(pim::PimVAvgOp vavgOp) const;
void codeGenVReluOp(pim::PimVReluOp vreluOp) const;
void codeGenVTanhOp(pim::PimVTanhOp vtanhOp) const;
void codeGenVSigmOp(pim::PimVSigmOp vsigmOp) const;
void codeGenVSoftmaxOp(pim::PimVSoftmaxOp vsoftmaxOp) const;
void codeGenTransposeOp(pim::PimTransposeOp transposeOp) const;
void codeGenVVAddOp(pim::PimVVAddOp vvaddOp, const StaticValueKnowledge& knowledge) const;
void codeGenVVSubOp(pim::PimVVSubOp vvsubOp, const StaticValueKnowledge& knowledge) const;
void codeGenVVMulOp(pim::PimVVMulOp vvmulOp, const StaticValueKnowledge& knowledge) const;
void codeGenVVMaxOp(pim::PimVVMaxOp vvmaxOp, const StaticValueKnowledge& knowledge) const;
void codeGenVVDMulOp(pim::PimVVDMulOp vvdmulOp, const StaticValueKnowledge& knowledge) const;
void codeGenVAvgOp(pim::PimVAvgOp vavgOp, const StaticValueKnowledge& knowledge) const;
void codeGenVReluOp(pim::PimVReluOp vreluOp, const StaticValueKnowledge& knowledge) const;
void codeGenVTanhOp(pim::PimVTanhOp vtanhOp, const StaticValueKnowledge& knowledge) const;
void codeGenVSigmOp(pim::PimVSigmOp vsigmOp, const StaticValueKnowledge& knowledge) const;
void codeGenVSoftmaxOp(pim::PimVSoftmaxOp vsoftmaxOp, const StaticValueKnowledge& knowledge) const;
void codeGenTransposeOp(pim::PimTransposeOp transposeOp, const StaticValueKnowledge& knowledge) const;
};
OnnxMlirCompilerErrorCodes compileToPimJson(mlir::ModuleOp& moduleOpRef, std::string& outputDirName);