ensure scalars are float32 in test cases for dropout #174
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Ensure scalars are float32 in test cases for dropout. Now dropout is computed in the following formula:
out = tensor * mask / (1-p)
In our test cases, the reference is also compute in thay.
But in some cases,
1-p
have different byte representations depending on how it is computed.(1 - p)
whenp
is a native python floating point number then cast to float32;(1 - p)
whenp
and1
are both numpy 32bit floating point number then cast to float32;Thus,
tensor / (1-p)
may have have different results when1-p
have different representations.