Computes the exponential linear function.
tf.nn.elu( features, name=None )
The ELU function is defined as:
tf.nn.elu(1.0) <tf.Tensor: shape=(), dtype=float32, numpy=1.0> tf.nn.elu(0.0) <tf.Tensor: shape=(), dtype=float32, numpy=0.0> tf.nn.elu(-1000.0) <tf.Tensor: shape=(), dtype=float32, numpy=-1.0>
See Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Args | |
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features | A Tensor . Must be one of the following types: half , bfloat16 , float32 , float64 . |
name | A name for the operation (optional). |
Returns | |
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A Tensor . Has the same type as features . |
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Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/nn/elu