# Copyright 2024-2025 Arm Limited and/or its affiliates. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. # pyre-unsafe from typing import Any import torch from executorch.backends.arm.operators.node_visitor import ( NodeVisitor, register_node_visitor, ) from executorch.backends.arm.operators.operator_validation_utils import ( validate_num_inputs, validate_same_dtype, ) from executorch.backends.arm.tosa_mapping import TosaArg from executorch.backends.arm.tosa_utils import tosa_shape @register_node_visitor class RepeatVisitor_0_80(NodeVisitor): target = "aten.repeat.default" tosa_specs = NodeVisitor.tosa_specs_0_80 def __init__(self, *args): super().__init__(*args) def define_node( self, node: torch.fx.Node, tosa_graph: Any, inputs: list[TosaArg], output: TosaArg, ) -> None: import tosa_tools.v0_80.serializer.tosa_serializer as ts # type: ignore validate_num_inputs(self.target, inputs, 2) validate_same_dtype(self.target, [inputs[0], output]) multiples = inputs[1].special attr = ts.TosaSerializerAttribute() attr.TileAttribute(tosa_shape(multiples, output.dim_order)) tosa_graph.addOperator( ts.TosaOp.Op().TILE, [inputs[0].name], [output.name], attr ) @register_node_visitor class RepeatVisitor(NodeVisitor): target = "aten.repeat.default" tosa_specs = NodeVisitor.tosa_specs_1_00 def __init__(self, *args): super().__init__(*args) def define_node( self, node: torch.fx.Node, tosa_graph: Any, inputs: list[TosaArg], output: TosaArg, ) -> None: import serializer.tosa_serializer as ts # type: ignore validate_num_inputs(self.target, inputs, 2) validate_same_dtype(self.target, [inputs[0], output]) multiples = inputs[1].special if len(multiples) == 0: raise ValueError(f"Length of multiples argument is 0: {inputs[1]}!") multiple_shapes = tosa_graph.addConst( (len(multiples),), ts.DType.SHAPE, list(tosa_shape(multiples, output.dim_order)), name=node.name + "_multiples", ) tosa_graph.addOperator( ts.TosaOp.Op().TILE, [inputs[0].name, multiple_shapes.name], [output.name], None, )