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12 changes: 10 additions & 2 deletions include/xten/Conversion/Passes.td
Original file line number Diff line number Diff line change
Expand Up @@ -33,8 +33,9 @@ def XTenNNToTosa : Pass<"xten-nn-to-tosa", "ModuleOp"> {
let description = [{
Partial conversion of XTenNN operations to TOSA.

This pass only converts XTenNN quantize and dequantize operations
who operate on signed integer tensors to TOSA.
This pass converts XTenNN quantize and dequantize operations
who operate on signed integer tensors to TOSA. It can also optionally
decompose XTenNN depth_to_space operations to TOSA.

Currently, unsigned integer tensor support in TOSA does not allow
lowerings of operations like:
Expand All @@ -49,6 +50,13 @@ def XTenNNToTosa : Pass<"xten-nn-to-tosa", "ModuleOp"> {
"mlir::tosa::TosaDialect",
"amd::xten_nn::XTenNNDialect"
];
let options = [
Option<"enableDepthToSpaceDecomposition",
"enable-depth-to-space-decomposition",
"bool",
/*default=*/"false",
"Enable decomposition of xten_nn.depth_to_space to TOSA.">,
];
}

def ConvertXTenNNToLinalg : Pass<"convert-xtennn-to-linalg", "mlir::func::FuncOp"> {
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2 changes: 2 additions & 0 deletions include/xten/Conversion/XTenNNToTosaPass.h
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,8 @@ namespace amd {
namespace xten_nn {

std::unique_ptr<mlir::Pass> createXTenNNToTOSAPass();
std::unique_ptr<mlir::Pass>
createXTenNNToTOSAPass(bool enableDepthToSpaceDecomposition);

} // namespace xten_nn
} // namespace amd
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