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Chap 4 Word2Vec Chinese Version #545
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daming-lu merged 10 commits intoPaddlePaddle:high-level-api-branchfrom Jun 12, 2018
Merged
Chap 4 Word2Vec Chinese Version #545daming-lu merged 10 commits intoPaddlePaddle:high-level-api-branchfrom
daming-lu merged 10 commits intoPaddlePaddle:high-level-api-branchfrom
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June 7, 2018 16:58
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jetfuel
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Jun 12, 2018
| size=dict_size, | ||
| bias_attr=paddle.attr.Param(learning_rate=2), | ||
| act=paddle.activation.Softmax()) | ||
| def inference_program(is_sparse): |
Contributor
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The is_sparse is used every where, but not explained. It will be nice if we can briefly explain it.
04.word2vec/README.cn.md
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| ``` | ||
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| 然后，指定训练相关的参数： | ||
| - 现在我可以开始训练啦。如今的版本较之以前就简单了许多。我们有现成的训练和测试集：`paddle.dataset.imikolov.train()`和`paddle.dataset.imikolov.test()`。两者都会返回一个读取器。在PaddlePaddle中，读取器是一个Python的函数，每次调用，会读取下一条数据。它是一个Python的generator。 |
04.word2vec/README.cn.md
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| def event_handler(event): | ||
| if isinstance(event, fluid.EndStepEvent): | ||
| outs = trainer.test( |
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We can put all the code under the if event.step % 10 == 0: block.
04.word2vec/README.cn.md
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| # Note here we need to choose more sophisticated optimizer | ||
| # such as AdaGrad with a decay rate. The normal SGD converges | ||
| # very slowly. | ||
| # optimizer=fluid.optimizer.SGD(learning_rate=0.001), |
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We need to update this comment.
or move the whole thing to optimizer_func
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