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dynamic weights of Conv is not support #327

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yangmingxian opened this issue Jun 7, 2023 · 2 comments
Open

dynamic weights of Conv is not support #327

yangmingxian opened this issue Jun 7, 2023 · 2 comments

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@yangmingxian
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OnnxImportException: Unexpected error while parsing layer 331 of type Conv.
Currently only constant tensors are supported for W input in node of type Conv. Instead 331.W is pointing to non constant node 322.

Unity Version: 2022.3.0
Barracuda Version: 3.0.0

Not supporting dynamic weights means giving up many latest powerful models. Is there such a function in the future development direction? Thx in advance...

@fdwr
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fdwr commented Aug 26, 2024

Not supporting dynamic weights means giving up many latest powerful models.

@yangmingxian I'm curious what some of those models are? Thanks. (I've been looking for cases where non-constant nodes matter for ML operators and came across this issue)

@yangmingxian
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I remember it was the stylegan model series.
At that time, I wanted to make a fast anime avatar generator, and I might have used the pre-trained stylegan2 model.
Because this question is a bit old, I don’t remember the specific details. Later, Unity released Sentis, and I haven’t tested whether the new version supports it.

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