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Random number generation and modules (and simplification again) #58

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sbos opened this issue Nov 5, 2015 · 0 comments

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sbos commented Nov 5, 2015

It seems that there are still problems with simplification of random number generation operation if they are encapsulated into modules.

The following code prints two last lines equal when simplification is turned on:

import cgt
import cgt.nn as nn

z1 = cgt.randn()
z2 = cgt.randn()

m = nn.Module([cgt.scalar()], [z1, z2])
f = cgt.function([], m([0.]))

print 'A', f()
print 'A', f()

z = cgt.randn(2)
m = nn.Module([cgt.scalar()], [z])

f = cgt.function([], m([0.]) + m([0.]))

print 'B', f()
print 'B', f()

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