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Tensorflow dataset shuffle then batch or batch then shuffle

dataset = dataset.shuffle_batch(buffer_size=2,batch_size=BATCH_SIZE) AttributeError: 'TensorSliceDataset' object has no attribute 'shuffle_batch'.

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