Source code for cerebras.modelzoo.data.vision.masked_auto_encoding.ImageNet21KMAEProcessor

# Copyright 2022 Cerebras Systems.
#
# 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
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from cerebras.modelzoo.common.registry import registry
from cerebras.modelzoo.data.vision.classification.data.imagenet21k import (
    ImageNet21KProcessor,
)
from cerebras.modelzoo.data.vision.masked_auto_encoding.MAEProcessor import (
    MAEProcessor,
)


[docs]@registry.register_datasetprocessor("ImageNet21KMAEProcessor") class ImageNet21KMAEProcessor(MAEProcessor, ImageNet21KProcessor):
[docs] def __init__(self, params): super().__init__(params=params)
def create_dataloader(self, dataset, is_training=False): dataloader = super().create_dataloader(dataset, is_training) dataloader.collate_fn = self.mae_collate_fn return dataloader