# 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. # See the License for the specific language governing permissions and # limitations under the License. from libai.data.datasets.imagenet import ImageNetDataset from libai.data.structures import Instance class PretrainingImageNetDataset(ImageNetDataset): """ImageNet Dataset in LiBai for Pretraining Return: images: ImageNet train set images """ def __getitem__(self, index: int): data_sample = super().__getitem__(index) return Instance(images=data_sample.get("images"))