openvino/model-optimizer/extensions/front/user_data_repack.py

33 lines
1.1 KiB
Python

# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from mo.front.common.replacement import FrontReplacementPattern
from mo.front.extractor import user_data_repack
from mo.graph.graph import Graph
class UserDataRepack(FrontReplacementPattern):
enabled = True
run_not_recursively = True
def run_after(self):
return []
def run_before(self):
return []
def find_and_replace_pattern(self, graph: Graph):
argv = graph.graph['cmd_params']
packed_user_shapes, packed_outputs, freeze_placeholder = user_data_repack(
graph, argv.placeholder_shapes, argv.placeholder_data_types,
argv.output, argv.freeze_placeholder_with_value)
graph.graph['user_shapes'] = packed_user_shapes
graph.graph['packed_outputs'] = packed_outputs
graph.graph['freeze_placeholder'] = freeze_placeholder
inputs = list(packed_user_shapes.keys()) \
if packed_user_shapes is not None and isinstance(packed_user_shapes, dict) else None
graph.graph['inputs'] = inputs # save user defined inputs for other extensions