What does Con3d(transposed=True) mean?

mit-han-lab / torchsparse

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

https://torchsparse.mit.edu

MIT License

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What does Con3d(transposed=True) mean? #232

Closed Haerxu closed 1 year ago

Haerxu commented 1 year ago

Hi,

I am new to torchsparse. I have a question about the use of Conv3d. In the document, it says "transposed – If True, use transposed convolution. Default: False."

What does transposed convolution mean? Does it mean upsampling?

ys-2020 commented 1 year ago

Hi, @Haerxu! Thanks for being interested in TorchSparse. I think your understanding is correct. Transposed convolution means upsampling.

Haerxu commented 1 year ago

Thanks