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syt123450 avatar syt123450 commented on June 2, 2024 1

@Marviel Thanks for your suggestions!

As you said, tfjs model can provide some information for TensorSpace layers, and it is possible to get these information automatically, and I am designing the auto-loader to automatically create TensorSpace model with given pre-trained model.

Theoretically, it is possible to get all information from tfjs layer model or graph model. As TensorSpace mainly used to visualize a pre-trained model, some layers will not take effect in model prediction process, such as, batchnorm, dropout, and so on, and these layers will not be visualized in TensorSpace. From my perspective, auto-loader needs to infer a sub-set of pre-trained model's topo structure, it is a little bit complex, and may take time to design and implement it.

I am actively developing this feature, it will come in future version of TensorSpace~

from tensorspace.

Marviel avatar Marviel commented on June 2, 2024

Oh, this may just be solved by #213, when it closes :)

from tensorspace.

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