View source on GitHub |
He uniform variance scaling initializer.
tf.compat.v1.initializers.he_uniform(
seed=None
)
It draws samples from a uniform distribution within [-limit, limit]
where limit
is sqrt(6 / fan_in)
where fan_in
is the number of input units in the weight tensor.
Args | |
---|---|
seed
|
A Python integer. Used to seed the random generator. |
Returns | |
---|---|
An initializer. |
References | |
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He et al., 2015
(pdf) |