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tmbdev avatar tmbdev commented on June 27, 2024

You don't really have to use the HDF5 format (in fact, it's not being built by default anymore). If you want to see how the HDF5 files are being written, look in lstm-uw3-py.ipynb (an iPython Notebook).

It's probably easier for you just to use the C++ interface. If your CNN is already trained, you can just put the data into a Sequence object; the indexes are sequence[timestep][feature,batch]

If you want to train the CNN and the CLSTM simultaneously, the CLSTM will backpropagate deltas for you that you can connect to your CNN library; after backward(), the deltas are in net->d_inputs.

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ericustc avatar ericustc commented on June 27, 2024

"if you want to train the CNN and the CLSTM simultaneously, the CLSTM will backpropagate deltas for you that you can connect to your CNN library; after backward(), the deltas are in net->d_inputs",
where are the deltas in the new code?

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jbaiter avatar jbaiter commented on June 27, 2024

I think they're in Batch::d (see e.g. the usage in ocropus::share_deltas)

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