Caffe2 - Python API
A deep learning, cross platform ML framework
Public Member Functions | Public Attributes | List of all members
caffe2.python.optimizer.FtrlOptimizer Class Reference
Inheritance diagram for caffe2.python.optimizer.FtrlOptimizer:
caffe2.python.optimizer.Optimizer

Public Member Functions

def __init__ (self, alpha=0.01, beta=1e-4, lambda1=0, lambda2=0, sparse_dedup_aggregator=None, engine='')
 
def scale_learning_rate (self, scale)
 
- Public Member Functions inherited from caffe2.python.optimizer.Optimizer
def __init__ (self)
 
def __call__ (self, net, param_init_net, param, grad=None)
 
def get_cpu_blob_name (self, base_str, node_name='')
 
def get_gpu_blob_name (self, base_str, gpu_id, node_name)
 
def make_unique_blob_name (self, base_str)
 
def build_lr (self, net, param_init_net, base_learning_rate, learning_rate_blob=None, policy="fixed", iter_val=0, kwargs)
 
def add_lr_multiplier (self, lr_multiplier)
 
def get_auxiliary_parameters (self)
 
def scale_learning_rate (self, args, kwargs)
 

Public Attributes

 alpha
 
 beta
 
 lambda1
 
 lambda2
 
 sparse_dedup_aggregator
 
 engine
 

Additional Inherited Members

- Static Public Member Functions inherited from caffe2.python.optimizer.Optimizer
def dedup (net, sparse_dedup_aggregator, grad)
 

Detailed Description

Definition at line 541 of file optimizer.py.


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