# Copyright 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, List import executorch.backends.arm.tosa_quant_utils as tqutils 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_specification import TosaSpecification from torch.fx import Node @register_node_visitor class EqualVisitor_0_80(NodeVisitor): target = "aten.eq.Tensor" tosa_specs = [ TosaSpecification.create_from_string("TOSA-0.80+BI"), TosaSpecification.create_from_string("TOSA-0.80+MI"), ] def __init__(self, *args): super().__init__(*args) def define_node( self, node: 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) input_nodes = inputs # Handle quantization if inputs[0].dtype == ts.DType.INT8: # Rescale inputs to 32 bit rescaled_inputs, _ = tqutils.insert_rescale_ops_to_int32( tosa_graph, inputs, node ) # Update IO input_nodes = rescaled_inputs # Do the equal comparison tosa_graph.addOperator( ts.TosaOp.Op().EQUAL, [input_nodes[0].name, input_nodes[1].name], output.name, None, ) @register_node_visitor class EqualVisitor(NodeVisitor): target = "aten.eq.Tensor" tosa_specs = [ TosaSpecification.create_from_string("TOSA-1.0+INT"), TosaSpecification.create_from_string("TOSA-1.0+FP"), ] def __init__(self, *args): super().__init__(*args) def define_node( self, node: 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) input_nodes = inputs # Handle quantization if inputs[0].dtype == ts.DType.INT8: # Rescale inputs to 32 bit rescaled_inputs, _ = tqutils.insert_rescale_ops_to_int32( tosa_graph, inputs, node, self.tosa_spec ) # Update IO input_nodes = rescaled_inputs # Do the equal comparison tosa_graph.addOperator( ts.TosaOp.Op().EQUAL, [input_nodes[0].name, input_nodes[1].name], output.name, None, )