STT-tensorflow/tensorflow/tools/api/golden/v2/tensorflow.keras.optimizers.-ftrl.pbtxt
Zhenyu Tan 841031e610 Add ftrl endpoint.
PiperOrigin-RevId: 235008904
2019-02-21 09:32:42 -08:00

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path: "tensorflow.keras.optimizers.Ftrl"
tf_class {
is_instance: "<class \'tensorflow.python.keras.optimizer_v2.ftrl.Ftrl\'>"
is_instance: "<class \'tensorflow.python.keras.optimizer_v2.optimizer_v2.OptimizerV2\'>"
is_instance: "<class \'tensorflow.python.training.tracking.base.Trackable\'>"
is_instance: "<type \'object\'>"
member {
name: "iterations"
mtype: "<type \'property\'>"
}
member {
name: "weights"
mtype: "<type \'property\'>"
}
member_method {
name: "__init__"
argspec: "args=[\'self\', \'learning_rate\', \'learning_rate_power\', \'initial_accumulator_value\', \'l1_regularization_strength\', \'l2_regularization_strength\', \'name\', \'l2_shrinkage_regularization_strength\'], varargs=None, keywords=kwargs, defaults=[\'-0.5\', \'0.1\', \'0.0\', \'0.0\', \'Ftrl\', \'0.0\'], "
}
member_method {
name: "add_slot"
argspec: "args=[\'self\', \'var\', \'slot_name\', \'initializer\'], varargs=None, keywords=None, defaults=[\'zeros\'], "
}
member_method {
name: "add_weight"
argspec: "args=[\'self\', \'name\', \'shape\', \'dtype\', \'initializer\', \'trainable\', \'synchronization\', \'aggregation\'], varargs=None, keywords=None, defaults=[\'None\', \'zeros\', \'None\', \'VariableSynchronization.AUTO\', \'VariableAggregation.NONE\'], "
}
member_method {
name: "apply_gradients"
argspec: "args=[\'self\', \'grads_and_vars\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "from_config"
argspec: "args=[\'cls\', \'config\', \'custom_objects\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "get_config"
argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_gradients"
argspec: "args=[\'self\', \'loss\', \'params\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_slot"
argspec: "args=[\'self\', \'var\', \'slot_name\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_slot_names"
argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_updates"
argspec: "args=[\'self\', \'loss\', \'params\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_weights"
argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "minimize"
argspec: "args=[\'self\', \'loss\', \'var_list\', \'grad_loss\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "set_weights"
argspec: "args=[\'self\', \'weights\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "variables"
argspec: "args=[\'self\'], varargs=None, keywords=None, defaults=None"
}
}