switch to `stateless_random_*` and `stateless_uniform`
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Leterax commented
Warning: The old RNGs from TF 1.x such as tf.random.uniform and tf.random.normal are not yet deprecated but strongly discouraged.
source: https://www.tensorflow.org/guide/random_numbers
You should probably switch to the new api, however, this adds a bit of complexity because we have to handle seeds ourselves.