openvino/model-optimizer/mo/ops/memoryoffset.py

33 lines
990 B
Python

# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from mo.front.common.partial_infer.elemental import copy_shape_infer
from mo.graph.graph import Graph, Node
from mo.ops.op import Op
class MemoryOffset(Op):
op = 'MemoryOffset'
enabled = False
def __init__(self, graph: Graph, attrs: dict):
super().__init__(graph, {
'op': 'MemoryOffset',
'type': None,
'pair_name': None,
'splitted': False,
'has_default': False,
'infer': self.infer,
'in_ports_count': 1,
'out_ports_count': 1,
}, attrs)
@staticmethod
def infer(node: Node):
if node.has_valid('element_size'):
# element_size should be set by Kaldi loader or MemoryOffsetAdjustment or SplitRecurrentMemoryOffset
node.out_port(0).data.set_shape(node.element_size)
else:
# for TDNN blocks
copy_shape_infer(node)