remove spatial bufferization logic (didn't make much sense) and move channel lowering to SpatialToPim
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@@ -1,6 +1,7 @@
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#include "mlir/IR/ValueRange.h"
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#include "llvm/ADT/STLExtras.h"
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#include "llvm/ADT/StringRef.h"
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#include <cassert>
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#include <cstddef>
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@@ -12,6 +13,16 @@ using namespace mlir;
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namespace onnx_mlir {
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namespace {
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IntegerAttr getRequiredI32Attr(Builder& builder, Operation* op, llvm::StringRef attrName) {
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auto attr = op->getAttrOfType<IntegerAttr>(attrName);
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assert(attr && "required precomputed channel attr is missing");
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return IntegerAttr::get(builder.getI32Type(), attr.getInt());
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}
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} // namespace
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size_t getSliceActualOffset(tensor::ExtractSliceOp& sliceOp, ShapedType& inputShape) {
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/*
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EXAMPLE RUN:
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@@ -54,6 +65,26 @@ size_t getSliceActualOffset(tensor::ExtractSliceOp& sliceOp, ShapedType& inputSh
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return returnValue;
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}
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size_t getShapedTypeSizeInBytes(ShapedType shapedType) {
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return shapedType.getNumElements() * shapedType.getElementTypeBitWidth() / 8;
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}
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IntegerAttr getTensorSizeInBytesAttr(Builder& builder, mlir::Value value) {
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return builder.getI32IntegerAttr(static_cast<int32_t>(getShapedTypeSizeInBytes(cast<ShapedType>(value.getType()))));
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}
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IntegerAttr getSpatialChannelSourceCoreIdAttr(Builder& builder, mlir::Value channel) {
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auto channelNewOp = channel.getDefiningOp<spatial::SpatChannelNewOp>();
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assert(channelNewOp && "spatial channel value must come from spat.channel_new");
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return getRequiredI32Attr(builder, channelNewOp, kChannelSourceCoreIdAttrName);
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}
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IntegerAttr getSpatialChannelTargetCoreIdAttr(Builder& builder, mlir::Value channel) {
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auto channelNewOp = channel.getDefiningOp<spatial::SpatChannelNewOp>();
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assert(channelNewOp && "spatial channel value must come from spat.channel_new");
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return getRequiredI32Attr(builder, channelNewOp, kChannelTargetCoreIdAttrName);
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}
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Operation* getEarliestUserWithinBlock(mlir::Value value) {
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auto users = value.getUsers();
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