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Update tfdata.shuffle buffer_size #1
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From the TF documentation: "For perfect shuffling, a buffer size greater than or equal to the full size of the dataset is required." https://github.com/tensorflow/tensorflow/blob/3aa40c3ce9d16eae296f086bc4ac4d62deb2affc/tensorflow/python/data/ops/dataset_ops.py#L1300
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For ProstateX, it's fine. But for larger datasets, this may not be feasible. Nonetheless, it's flexible and can always be changed and as of now, 0.50 is really arbitrary. So I'll merge it in. Thanks! |
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From the TF documentation: "For perfect shuffling, a buffer size greater than or equal to the full size of the dataset is required."
https://github.com/tensorflow/tensorflow/blob/3aa40c3ce9d16eae296f086bc4ac4d62deb2affc/tensorflow/python/data/ops/dataset_ops.py#L1300