the dataset you are looking for is not available in the public gcs datasets

https://www.tensorflow.org/datasets/gcs

you will need to prepare the dataset and put it in a bucket then use the data_dir to load it

ds_train, ds_test = tfds.load(name="mnist", split=["train", "test"], data_dir="gs://YOUR_BUCKET_NAME")