sonnet

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Context: I have sparse example data with sub-structure (think of: ` message data { repeated float sub_0 = 0; repeated float sub_1 = 1; ...} `) where each sub-field is...

mkillinger

(Maybe) in-consistency between VQ-VAE paper and its implementation.

2

FIrst of all, maybe it is my misunderstanding of the paper, so hope somebody could explain it for me, thanks! : --- in the paper, the loss is defined as...

Apollo1840

Hi, I understand that to calculate the normalized weights for the embeddings we divide by the Laplace smoothed cluster sizes as seen in the code [here](https://github.com/google-deepmind/sonnet/blob/v2/sonnet/src/nets/vqvae.py). However, for the embeddings...

VaishnaviSPatil

sonnet abstract module in tensorflow2

10

Hello friends I want to use i3d model created by sonnet in tensorflow 2 these are my environment: ubuntu 20 tensorflow 2.12 python 3.8 this is my i3d code: `...

creativesh

This project has unintentionally included `docs` and `examples` in the packages. As a result, running `pip install dm-sonnet` will include them under `site-packages`, and you can import them like `from...

natsukium

Hi, I am interested about saving the checkpoint of my self-defined model by subclassing `snt.Module`, but I couldn't find solid resource online. Can I use default method in tensorflow 2...

ziweiyang

Issues using Sonnet

3

Hello, I'm having an issue attempting to run a project dependent on Sonnet (more specifically, the DeepMind [DNC](https://github.com/deepmind/dnc) implementation). I'm getting the error: ``` Traceback (most recent call last): File...

MoxyFoxy

I have a question about the perplexity term (in the VQ-VAE).

2

As far as I understood, the perplexity used in this repo's VQ-VAE is kind of "meaningfully used codebook token numbers". When only one codebook token is used, perplexity is 1....

SeongYeonPark

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.12.0rc0 to 2.12.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.12.1 Release 2.12.1 Bug Fixes and Other Changes The use of the ambe config to build and...

dependabot[bot]

Resolves potential Nones caught by tytype.

1

Resolves potential Nones caught by tytype.

copybara-service[bot]