# coding=utf-8
# Copyright 2021 The OneFlow Authors. All rights reserved.
#
# 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.
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from flowvision import transforms
from flowvision.data import IMAGENET_DEFAULT_MEAN, IMAGENET_DEFAULT_STD

from libai.config import LazyCall

train_aug = [
    LazyCall(transforms.RandomResizedCrop)(size=224),
    LazyCall(transforms.RandomHorizontalFlip)(),
    LazyCall(transforms.ToTensor)(),
    LazyCall(transforms.Normalize)(mean=IMAGENET_DEFAULT_MEAN, std=IMAGENET_DEFAULT_STD),
]