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Slow import with tensorflow_probability

Open patel-zeel opened this issue 2 years ago • 0 comments

Description of the bug

Hi @wesselb, when I try to import stheno with tensorflow_probability (reproduced in a fresh Google colab environment), it takes a long time, around 30 seconds.

Code Time taken
from time import time
init = time()
import tensorflow_probability.substrates.jax as tfp
from stheno import GP, EQ, PseudoObs, PseudoObservationsFITC, PseudoObsDTC
print(time()-init)
28 seconds
from time import time
init = time()
from stheno import GP, EQ, PseudoObs, PseudoObservationsFITC, PseudoObsDTC
print(time()-init)
3.6 seconds
from time import time
init = time()
import tensorflow_probability.substrates.jax as tfp
print(time()-init)
3.79 seconds

patel-zeel avatar Sep 12 '22 13:09 patel-zeel