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rnn many to many example not many to many #15

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cjmcclellan opened this issue Dec 20, 2019 · 1 comment
Open

rnn many to many example not many to many #15

cjmcclellan opened this issue Dec 20, 2019 · 1 comment

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@cjmcclellan
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cjmcclellan commented Dec 20, 2019

Looking at the "many_to_many" example for RNNs, I don't think this is a true many-to-many architecture. The input is many (None, timesteps, num_input) but the output is not many (None, num_classes). I think the output should have the shape (None, timesteps, num_classes) for this to actually be a many-to-many model. Notice how the output for the many-to-one example has the same dimensionality as the many-to-many output.

@lam19892089
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@cjmcclellan

Nhìn vào ví dụ "many_to_many" cho RNN, tôi không nghĩ đây là một kiến ​​trúc nhiều-nhiều thực sự. Đầu vào là nhiều (None, timesteps, num_input) nhưng đầu ra không nhiều (None, num_classes). Tôi nghĩ rằng đầu ra nên có hình dạng (Không có, lần lượt, num_classes) để đây thực sự là một mô hình nhiều-nhiều. Lưu ý cách đầu ra cho ví dụ nhiều-một có cùng chiều với đầu ra nhiều-nhiều.

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