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mindspore/example/resnet50_imagenet2012_THOR/cus_ops/img2col_impl.py

88 lines
2.4 KiB

# Copyright 2020 Huawei Technologies Co., Ltd
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""CusImg2ColNC1HWC0"""
from mindspore.ops.op_info_register import op_info_register
@op_info_register("""{
"op_name": "CusImg2ColNC1HWC0",
"imply_type": "TBE",
"fusion_type": "OPAQUE",
"async_flag": false,
"binfile_name": "img2colnc1hwc0.so",
"compute_cost": 10,
"kernel_name": "CusImg2ColNC1HWC0",
"partial_flag": true,
"attr": [
{
"name": "ksizes",
"param_type": "required",
"type": "listInt",
"value": "all"
},
{
"name": "strides",
"param_type": "required",
"type": "listInt",
"value": "all"
},
{
"name": "dilates",
"param_type": "required",
"type": "listInt",
"value": "all"
},
{
"name": "padding",
"param_type": "required",
"type": "str",
"value": "all"
}
],
"inputs": [
{
"index": 0,
"dtype": [
"float16"
],
"format": [
"NC1HWC0"
],
"name": "x1",
"need_compile": false,
"param_type": "required",
"shape": "all"
}
],
"outputs": [
{
"index": 0,
"dtype": [
"float16"
],
"format": [
"FRACTAL_NZ"
],
"name": "y",
"need_compile": false,
"param_type": "required",
"shape": "all"
}
]
}""")
def CusImg2ColNC1HWC0(input_x, output, ksizes, strides, dilates, padding, kernel_name="img2col"):
"""CusImg2ColNC1HWC0"""
return