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# SPDX-FileCopyrightText: Copyright (c) 2022-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# 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.
from typing import Optional, Tuple
from ..functional import avg_pool2d
from ..module import Module
class AvgPool2d(Module):
def __init__(self,
kernel_size: Tuple[int],
stride: Optional[Tuple[int]] = None,
padding: Optional[Tuple[int]] = (0, 0),
ceil_mode: bool = False,
count_include_pad: bool = True) -> None:
super().__init__()
self.kernel_szie = kernel_size
self.stride = stride
self.padding = padding
self.ceil_mode = ceil_mode
self.count_include_pad = count_include_pad
def forward(self, input):
return avg_pool2d(input, self.kernel_szie, self.stride, self.padding,
self.ceil_mode, self.count_include_pad)
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