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@@ -7,6 +7,9 @@
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#include "llvm/ADT/SmallBitVector.h"
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#include "llvm/ADT/SmallPtrSet.h"
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#include "llvm/ADT/SmallVector.h"
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#include "llvm/Support/ErrorHandling.h"
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#include <utility>
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#include "src/Accelerators/PIM/Conversion/ONNXToSpatial/CompileTime.hpp"
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#include "src/Accelerators/PIM/Dialect/Spatial/SpatialOps.hpp"
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@@ -195,66 +198,90 @@ static DenseElementsAttr getHostConstantDenseElementsAttrImpl(Value value, llvm:
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return nullptr;
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}
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static bool isCompileTimeOpImpl(Operation* op, llvm::SmallPtrSetImpl<Operation*>& visited) {
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static std::optional<CompileTimeSource>
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getCompileTimeSourceImpl(Operation* op, llvm::SmallPtrSetImpl<Operation*>& visited, size_t chainLength = 0) {
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if (!op)
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return false;
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return std::nullopt;
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if (!visited.insert(op).second)
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return true;
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return {
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{op, chainLength}
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};
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if (isa<arith::ConstantOp, ONNXConstantOp, ONNXNoneOp>(op))
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return true;
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return {
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{op, chainLength}
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};
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chainLength += 1;
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if (auto extractOp = dyn_cast<tensor::ExtractOp>(op))
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return hasConstantIndices(extractOp) && isCompileTimeOpImpl(extractOp, visited);
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return hasConstantIndices(extractOp) ? getCompileTimeSourceImpl(extractOp.getTensor().getDefiningOp(), visited, chainLength) : std::nullopt;
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if (!isStaticTensorResult(op))
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return false;
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return std::nullopt;
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if (auto transposeOp = dyn_cast<ONNXTransposeOp>(op))
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return isCompileTimeOpImpl(transposeOp, visited);
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return getCompileTimeSourceImpl(transposeOp.getData().getDefiningOp(), visited, chainLength);
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if (auto collapseShapeOp = dyn_cast<tensor::CollapseShapeOp>(op))
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return isCompileTimeOpImpl(collapseShapeOp,visited);
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return getCompileTimeSourceImpl(collapseShapeOp.getSrc().getDefiningOp(), visited, chainLength);
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if (auto expandShapeOp = dyn_cast<tensor::ExpandShapeOp>(op))
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return isCompileTimeOpImpl(expandShapeOp, visited);
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return getCompileTimeSourceImpl(expandShapeOp.getSrc().getDefiningOp(), visited, chainLength);
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if (auto extractSliceOp = dyn_cast<tensor::ExtractSliceOp>(op))
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return hasStaticUnitStrides(extractSliceOp) && isCompileTimeOpImpl(extractSliceOp, visited);
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return hasStaticUnitStrides(extractSliceOp) ? getCompileTimeSourceImpl(extractSliceOp.getSource().getDefiningOp(), visited, chainLength)
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: std::nullopt;
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if (auto splatOp = dyn_cast<tensor::SplatOp>(op))
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return isCompileTimeOpImpl(splatOp, visited);
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return getCompileTimeSourceImpl(splatOp.getInput().getDefiningOp(), visited, chainLength);
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if (auto extractRowsOp = dyn_cast<spatial::SpatExtractRowsOp>(op))
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return isCompileTimeOpImpl(extractRowsOp, visited);
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return getCompileTimeSourceImpl(extractRowsOp.getInput().getDefiningOp(), visited, chainLength);
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if (auto concatOp = dyn_cast<spatial::SpatConcatOp>(op)){
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bool res = true;
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for(auto operandValue : concatOp.getOperands()){
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res &= isCompileTimeOpImpl(operandValue.getDefiningOp(), visited);
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if(!res) break;
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if (auto concatOp = dyn_cast<spatial::SpatConcatOp>(op)) {
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std::optional<CompileTimeSource> res = {};
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for (auto operandValue : concatOp.getOperands()) {
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auto partialRes = getCompileTimeSourceImpl(operandValue.getDefiningOp(), visited, chainLength);
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if (!partialRes)
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return std::nullopt;
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if (!res) {
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res = partialRes;
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continue;
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}
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if(res->chainLength < partialRes->chainLength){
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res = partialRes;
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}
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}
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return res;
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}
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return false;
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return std::nullopt;
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}
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} // namespace
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std::optional<CompileTimeSource> getCompileTimeSource(Operation* op) {
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llvm::SmallPtrSet<Operation*, 8> visited;
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return getCompileTimeSourceImpl(op, visited);
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}
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bool isCompileTimeComputable(Value value) {
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auto* definingOp = value.getDefiningOp();
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if (!definingOp)
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return false;
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llvm::SmallPtrSet<Operation*, 8> visited;
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return isCompileTimeOpImpl(definingOp, visited);
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return getCompileTimeSourceImpl(definingOp, visited).has_value();
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}
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bool isCompileTimeOp(Operation* op) {
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llvm::SmallPtrSet<Operation*, 8> visited;
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return isCompileTimeOpImpl(op, visited);
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return getCompileTimeSourceImpl(op, visited).has_value();
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}
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DenseElementsAttr getHostConstDenseElementsAttr(Value value) {
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