optimizer.FtrlOptimizer Class Reference

Inheritance diagram for optimizer.FtrlOptimizer:

Public Member Functions
def	__init__ (self, alpha=0.01, beta=1e-4, lambda1=0, lambda2=0, sparse_dedup_aggregator=None, engine='')
def	__call__ (self, net, param_init_net, param, grad)
Public Member Functions inherited from optimizer.Optimizer
def	__init__ (self)
def	__call__ (self, net, param_init_net, param, grad)
def	get_auxiliary_parameters (self)

Public Attributes
	alpha
	beta
	lambda1
	lambda2
	sparse_dedup_aggregator
	engine

Additional Inherited Members
Static Public Member Functions inherited from optimizer.Optimizer
def	build_lr (net, param_init_net, base_learning_rate, learning_rate_blob="lr", policy="fixed", iter_val=0, kwargs)
def	dedup (net, sparse_dedup_aggregator, grad)

Detailed Description

Definition at line 178 of file optimizer.py.

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The documentation for this class was generated from the following file:

• caffe2/python/optimizer.py