openvino/model-optimizer/extensions/front/mxnet/slice_ext.py

26 lines
737 B
Python

# Copyright (C) 2018-2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from mo.front.extractor import FrontExtractorOp
from mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs
from mo.ops.slice import MXSlice
class SliceFrontExtractor(FrontExtractorOp):
op = 'slice'
enabled = True
@classmethod
def extract(cls, node):
attrs = get_mxnet_layer_attrs(node.symbol_dict)
node_attrs = {
'crop_begin': np.array(attrs.tuple("begin", int, ())),
'crop_end': np.array(attrs.tuple("end", int, ())),
'step': np.array(attrs.tuple("step", int, ())),
}
MXSlice.update_node_stat(node, node_attrs)
return cls.enabled