initializer_glorot_uniform: Glorot uniform initializer, also called Xavier uniform...
In keras: R Interface to 'Keras'
initializer_glorot_uniform R Documentation
Glorot uniform initializer, also called Xavier uniform initializer.
Description
It draws samples from a uniform distribution within -limit, limit
where limit is sqrt(6 / (fan_in + fan_out))
where fan_in is the number of input units in the weight tensor
and fan_out is the number of output units in the weight tensor.
Usage
initializer_glorot_uniform(seed = NULL)
Arguments
seed
Integer used to seed the random generator.
References
Glorot & Bengio, AISTATS 2010 https://proceedings.mlr.press/v9/glorot10a/glorot10a.pdf
See Also
Other initializers:
initializer_constant(),
initializer_glorot_normal(),
initializer_he_normal(),
initializer_he_uniform(),
initializer_identity(),
initializer_lecun_normal(),
initializer_lecun_uniform(),
initializer_ones(),
initializer_orthogonal(),
initializer_random_normal(),
initializer_random_uniform(),
initializer_truncated_normal(),
initializer_variance_scaling(),
initializer_zeros()
keras documentation built on May 29, 2024, 3:20 a.m.
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| initializer_glorot_uniform | R Documentation |
Glorot uniform initializer, also called Xavier uniform initializer.
Description
It draws samples from a uniform distribution within -limit, limit
where limit is sqrt(6 / (fan_in + fan_out))
where fan_in is the number of input units in the weight tensor
and fan_out is the number of output units in the weight tensor.
Usage
initializer_glorot_uniform(seed = NULL)
Arguments
seed |
Integer used to seed the random generator. |
References
Glorot & Bengio, AISTATS 2010 https://proceedings.mlr.press/v9/glorot10a/glorot10a.pdf
See Also
Other initializers:
initializer_constant(),
initializer_glorot_normal(),
initializer_he_normal(),
initializer_he_uniform(),
initializer_identity(),
initializer_lecun_normal(),
initializer_lecun_uniform(),
initializer_ones(),
initializer_orthogonal(),
initializer_random_normal(),
initializer_random_uniform(),
initializer_truncated_normal(),
initializer_variance_scaling(),
initializer_zeros()
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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