initializer_glorot_uniform

0th

Percentile

Glorot uniform initializer, also called Xavier uniform initializer.

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 http://jmlr.org/proceedings/papers/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

Aliases
  • initializer_glorot_uniform
Documentation reproduced from package keras, version 2.1.3, License: MIT + file LICENSE

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