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Use SparseConvNet with C++ / tensorRT #170

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sjdsm opened this issue Jun 1, 2020 · 3 comments
Open

Use SparseConvNet with C++ / tensorRT #170

sjdsm opened this issue Jun 1, 2020 · 3 comments

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@sjdsm
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sjdsm commented Jun 1, 2020

Recently I'm working on a project trying to use a SparseConvNet model in a robotic system.
On one hand I tried to convert this python model to a TorchScript file. This seems to be a little bit difficult since SparseConvNet envolves a lot of special operations and control flows.
On the other hand I want to use tensorRT to speed up this model for real time performance. For this purpose I need to export this pytorch model to ONNX.
Can somebody kindly give me some suggestions?
SparseConvNet is much faster than common 3dconv but I got stuck in model exportation.

@daodaoling
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hello ! Have you solve the problem ?I meet the same problem .

@ltphy
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ltphy commented Aug 13, 2020

I think this one has not been supported yet. Issue 156

@daodaoling
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daodaoling commented Aug 13, 2020 via email

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