Module: tf.contrib.optimizer_v2
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Distribution-aware version of Optimizer.
Classes
class AdadeltaOptimizer
: Optimizer that implements the Adadelta algorithm.
class AdagradOptimizer
: Optimizer that implements the Adagrad algorithm.
class AdamOptimizer
: Optimizer that implements the Adam algorithm.
class GradientDescentOptimizer
: Optimizer that implements the gradient descent algorithm.
class MomentumOptimizer
: Optimizer that implements the Momentum algorithm.
class OptimizerV2
: Updated base class for optimizers.
class RMSPropOptimizer
: Optimizer that implements the RMSProp algorithm.
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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# Module: tf.contrib.optimizer_v2\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/contrib/optimizer_v2/optimizer_v2_symbols.py) |\n\nDistribution-aware version of Optimizer.\n\nClasses\n-------\n\n[`class AdadeltaOptimizer`](../../tf/contrib/optimizer_v2/AdadeltaOptimizer): Optimizer that implements the Adadelta algorithm.\n\n[`class AdagradOptimizer`](../../tf/contrib/optimizer_v2/AdagradOptimizer): Optimizer that implements the Adagrad algorithm.\n\n[`class AdamOptimizer`](../../tf/contrib/optimizer_v2/AdamOptimizer): Optimizer that implements the Adam algorithm.\n\n[`class GradientDescentOptimizer`](../../tf/contrib/optimizer_v2/GradientDescentOptimizer): Optimizer that implements the gradient descent algorithm.\n\n[`class MomentumOptimizer`](../../tf/contrib/optimizer_v2/MomentumOptimizer): Optimizer that implements the Momentum algorithm.\n\n[`class OptimizerV2`](../../tf/contrib/optimizer_v2/OptimizerV2): Updated base class for optimizers.\n\n[`class RMSPropOptimizer`](../../tf/contrib/optimizer_v2/RMSPropOptimizer): Optimizer that implements the RMSProp algorithm."]]