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mindspore/mindspore/ops/_op_impl/aicpu/flatten.py

49 lines
2.2 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.
# ============================================================================
"""Flatten op"""
from mindspore.ops.op_info_register import op_info_register, AiCPURegOp, DataType
flatten_op_info = AiCPURegOp("Flatten") \
.fusion_type("OPAQUE") \
.input(0, "x", "required") \
.output(0, "y", "required") \
.dtype_format(DataType.I8_Default, DataType.I8_Default) \
.dtype_format(DataType.I16_Default, DataType.I16_Default) \
.dtype_format(DataType.I32_Default, DataType.I32_Default) \
.dtype_format(DataType.I64_Default, DataType.I64_Default) \
.dtype_format(DataType.U8_Default, DataType.U8_Default) \
.dtype_format(DataType.U16_Default, DataType.U16_Default) \
.dtype_format(DataType.U32_Default, DataType.U32_Default) \
.dtype_format(DataType.U64_Default, DataType.U64_Default) \
.dtype_format(DataType.F16_Default, DataType.F16_Default) \
.dtype_format(DataType.F32_Default, DataType.F32_Default) \
.dtype_format(DataType.I8_NCHW, DataType.I8_NCHW) \
.dtype_format(DataType.I16_NCHW, DataType.I16_NCHW) \
.dtype_format(DataType.I32_NCHW, DataType.I32_NCHW) \
.dtype_format(DataType.I64_NCHW, DataType.I64_NCHW) \
.dtype_format(DataType.U8_NCHW, DataType.U8_NCHW) \
.dtype_format(DataType.U16_NCHW, DataType.U16_NCHW) \
.dtype_format(DataType.U32_NCHW, DataType.U32_NCHW) \
.dtype_format(DataType.U64_NCHW, DataType.U64_NCHW) \
.dtype_format(DataType.F16_NCHW, DataType.F16_NCHW) \
.dtype_format(DataType.F32_NCHW, DataType.F32_NCHW) \
.get_op_info()
@op_info_register(flatten_op_info)
def _flatten_aicpu():
"""Flatten AiCPU register"""
return