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### 🐛 Describe the bug
I obtained the following traceback when enabling `torch.compile`:
```bash
/home/user/.local/lib/python3.10/site-packages/torch/fx/graph.py:1370: UserWarning: Node _tensor_c…
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So I wonder are there any ways to resume training from a previous VQ-VAE checkpoint using the same dataset?
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When you use VQ-vae for high-precision picture training, how do you set the optimizer and learning rate? I did not get good results when I used the optimizer and learning rate attenuation strategy in …
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Hello authors,
I have read your paper and find it to be very promising. I have a few questions about the pretraining stage mentioned in the paper. Specifically, I am wondering how important the fin…
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from the paper:
[Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks, Huh et al. ICML2023](https://minyoungg.github.io/vqtorch/)
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### Model/Pipeline/Scheduler description
VQ-Diffusion is based on a VQ-VAE whose latent space is modeled by a conditional variant of the recently developed Denoising Diffusion Probabilistic Model (DD…
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If I understand correctly, the VQ-VAE used by foldseek translates each amino acid into one of 20 "states". Do we have access to these, i.e. is it possible to get the "state sequence"? Like:
`AVGAI …
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![image](https://user-images.githubusercontent.com/77535209/157657638-8ceecbcd-5918-4710-bde1-77ab75d8d7c9.png)
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When I try to train my own sprite image, I put the image in the test, training and Val folder, the image is 512*512 size, then after I run the vq_vae.py script, I get a .pt file, but when I want to us…
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Hello @yccyenchicheng,
I apologize for the inconvenience and hope this message finds you well. I find your research to be highly intriguing and I have some inquiries regarding the experimental deta…