# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# 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.
#
"""
conv2d depthwise module
"""
from aitemplate.compiler.ops import conv2d_depthwise
from aitemplate.frontend.nn.conv2d.conv2d import Conv2d
[docs]class Conv2dDepthwise(Conv2d):
def __init__(
self,
in_channels,
out_channels,
kernel_size,
stride,
padding=0,
dilation=1,
groups=1,
dtype="float16",
):
super().__init__(
in_channels,
out_channels,
kernel_size,
stride,
padding,
dilation,
groups,
dtype,
)
self.op = conv2d_depthwise(
stride=stride, pad=padding, dilate=dilation, group=groups
)