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Mojo function

row_major

def row_major(var shape: Coord) -> Layout[shape.element_types, TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]

Creates a row-major layout from a shape Coord.

Row-major means the rightmost dimension has stride 1, and each preceding dimension has stride equal to the product of all following dimensions.

For shape (M, N, K):

• row_major strides: (N*K, K, 1)
• col_major strides: (1, M, M*N)

Args:

• ​shape (Coord): The shape as a Coord.

Returns:

Layout[shape.element_types, TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), [idx: __mlir_type.index] shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values[SIMDLength((Int((add len(shape.element_types.values[0]._ParamListType if shape.element_types.values[0].is_tuple if (Int(len(shape.element_types.values)) == Int(1)) else (Int(len(shape.element_types.values)) == Int(1)) else shape.element_types.values), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]: A Layout with row-major strides.

def row_major[*element_types: CoordLike](var *elements: *element_types.values) -> Layout[element_types, TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]

Creates a row-major layout from a shape Coord.

Row-major means the rightmost dimension has stride 1, and each preceding dimension has stride equal to the product of all following dimensions.

Parameters:

• ​*element_types (CoordLike): The variadic pack of element types that implement CoordLike.

Args:

• ​*elements (*element_types.values): The shape as a Coord.

Returns:

Layout[element_types, TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), [idx: __mlir_type.index] element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values[SIMDLength((Int((add len(element_types.values[0]._ParamListType if element_types.values[0].is_tuple if (Int(len(element_types.values)) == Int(1)) else (Int(len(element_types.values)) == Int(1)) else element_types.values), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]: A Layout with row-major strides.

def row_major[*idxs: Int]() -> Layout[TypeList[#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])](), TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]

Creates a row-major layout from compile-time shape dimensions.

Parameters:

• ​*idxs (Int): The shape dimensions as compile-time integers.

Returns:

Layout[TypeList[#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])](), TypeList[#kgen.param_list.reduce(#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))]), base=, reducer=[PrevV: KGENParamList[CoordLike], VA: KGENParamList[CoordLike], idx: __mlir_type.index] #kgen.param_list.concat(ComptimeInt[Int(1)] if (Int(idx) == Int(0)) else Scalar[#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].DTYPE if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else PrevV[0].DTYPE] if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() if not #kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[SIMDLength((Int(idx) - Int(1)))].is_static_value.__bool__() else not PrevV[0].is_static_value.__bool__() else ComptimeInt[(#kgen.param_list.tabulate(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), [idx: __mlir_type.index] #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[SIMDLength((Int((add len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0]._ParamListType if #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])[0].is_tuple if (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else (Int(len(#kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]]))) == Int(1)) else #kgen.param_list.tabulate(len(idxs.values), [idx: __mlir_type.index] ComptimeInt[idxs.values[SIMDLength(Int(idx))]])), -1)) - Int(idx)))])[(add idx, -1)].static_value * PrevV[0].static_value)], PrevV))]()]: A Layout with row-major strides.