Xingchao：以“Last Week: Last Week Solution: 1. DNN program has some problems, fix these & DNN contain same performance to Linear. Problem is training process, training...”为内容创建页面

2015-09-28T02:30:58Z

以“Last Week: Last Week Solution: 1. DNN program has some problems, fix these & DNN contain same performance to Linear. Problem is training process, training...”为内容创建页面

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Last Week:
Last Week Solution:
1. DNN program has some problems, fix these & DNN contain same performance to Linear.
Problem is training process, training samples are equal to speakers' so this will lead model less compute 50% training samples.
Plan to do:
1. Help Lantian finish his papers.
2. Run for a small vocabulary size, such as 5000.
Problem:
1. DNN still not better than linear model.

This Week:
Solution:
1. DNN with dropout method, and add SAA to reduce randomly properties.
Plan to do:
1. Run for a small vocabulary size, such as 5000.
2. Run and test some ideas.

Chao Xing 2015-09-28 - 版本历史

Xingchao：以“Last Week: Last Week Solution: 1. DNN program has some problems, fix these & DNN contain same performance to Linear. Problem is training process, training...”为内容创建页面