seed_everything should seed each RNG differently #9831
YodaEmbedding
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Given an initial seed value,
seed_everything
should seed each oftorch
,numpy
, andrandom
with a unique seed.Rationale: If two generators using the same algorithm use the same seed, they will generate the same random numbers as each other. A user might do something like:
See also:
numpy.random.SeedSequence
which allows generation of multiple RNGs with different seeds from a common initial seed.Beta Was this translation helpful? Give feedback.
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