| # 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) | |