galileo_framework_pytorch_python_supervised_Supervised.3.md

date	section	title
2021年 九月 1日 星期三	3	galileo.framework.pytorch.python.supervised.Supervised

NAME

galileo.framework.pytorch.python.supervised.Supervised - supervised model

SYNOPSIS

\

继承自 Module , 以及 galileo.framework.python.base_supervised.BaseSupervised .

Public 成员函数

def __init__ (self, loss_name='multi_label_sm', metric_names='f1_score', dense_input_dim=None, label_dim=None, num_classes=None, *args, **kwargs)\

def encoder (self, inputs)
supervised feature encoder

def dense_encoder (self, inputs)
a dense layer after encoder

def loss_and_metrics (self, labels, logits)\

def convert_ids_tensor (self, inputs)
convert ids tensor

def convert_features_tensor (self, inputs)
convert features tensor

def convert_labels_tensor (self, inputs)
convert labels tensor

def forward (self, inputs)\

Public 属性

loss_name\

metric_names\

dense_layer\

label_dim\

详细描述

supervised model

compute the loss and metrics

Methods that the subclass must implement:
encoder

参数

loss_name loss name
metric_names metric names, default is f1_score
dense_input_dim input dim for dense layer
label_dim label dim
num_classes num of class

成员函数说明

def galileo.framework.pytorch.python.supervised.Supervised.loss_and_metrics ( self, labels, logits)

返回

a dict of loss and metrics

重载 galileo.framework.python.base_supervised.BaseSupervised .

作者

由 Doyxgen 通过分析 Galileo 的 源代码自动生成.