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I'm having a similar issue as @SaumilShah66 in that I'm getting infs in adf.Softmax and subsequently nans in the heteroscedastic softmax loss function. In the paper you seem to suggest that you do not…
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Hello,
I am working to save the checkpoint file of the model to the Protocol Buffer file for deployment.
As I know, to archive it, we should follow the important steps:
1-Save checkpoints.
2-Save …
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Tensorflow and Torch implementations in the d2l-en.zip contain some 0-byte files
- chapter_convolutional-neural-networks/why-conv.ipynb
- chapter_convolutional-neural-networks/index.ipynb
- chapt…
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Hi!
I want to change `multinomial cross entropy loss for affordance detection branch based on softmax` into `binary cross entropy loss based on sigmod`, how can I do?
I try to change `train.prot…
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Thank you for your interesting work and would definitely agree that poly-cam is the new state-of-the-art explainability method. I have been using it for my thesis about Decoding the Art of Robot Tacti…
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### Required prerequisites
- [X] Make sure you've read the [documentation](https://pybind11.readthedocs.io). Your issue may be addressed there.
- [X] Search the [issue tracker](https://github.com/pyb…
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### Describe the workflow you want to enable
It would be great to have temperature scaling available as a post-hoc calibration method for binary and multi-class classifiers, for example in `Calibrate…
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It seems that while training, the regression prediction tensor is reshaped into [B, C, H, W]. Whereas in test time, only half of the output tensor is kept, resulting in [B, C/2, H, W] sized tensor. [A…
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I think the facial landmark regression loss and other losses should add together,
In th…
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Shouldn't there be an introduction for the chapter?
chapter02_supervised-learning/linear-regression-scratch.ipynb
* Instructions for installing matplotlib but notebooks in ch01 used it without d…