DL Framework Seq2Seq

Toy data for basic tensorflow on seq2seq model

Posted by Chester on November 21, 2018

Introduction

This post is series of Tensorflow exploring. It’s personal study note. I assume reader should have basic idea about how deep learning works.

Tensorflow Basics

Tensor rank

scaler => 0 rank image = > 2 rank text =>

Data type

Graph

build the computational graph. It’s unlikely general function work.

  • build graph
  • build session
  • run ###

Embedded

embedding_lookup

LSTMCell

Some nn

Key knowledge

  • stepwise_cross_entropy
  • AdamOptimizer

Reference

Tensorflow official tutorial about Word embedding