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Here is my code, however, there seems no difference between gan_vae and cosistency_vae. What's wrong?
`import torch`
`from diffusers import StableDiffusionPipeline, ConsistencyDecoderVAE`
`vae =…
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vae bf16 training loss nan, pytorch_lighting, how to solve this
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During train causalvae, It seems that the "logvar" parameter in discriminator loss can't receive any gradient, since opt1.zero_grad() clear the gradient from gan loss and logvar is not used in disclos…
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I would like to ask if there are any example for training VAE for EEG.
I found the model and trainer but I seem not to find an example on how to use them
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我的环境是torch==1.8.1,跑VAE例程或者其他例程直接可以跑,暂时没遇到问题,就是跑这个例程报错。
直接运行你的代码,报错如下:
--------------------------------------------------------------------------
RuntimeError Traceb…
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## 扩散模型
## GAN模型
## 一致性模型(Consistency Model)
其一,无需对抗训练(adversarial training),就能直接生成高质量的图像样本。
其二,相比扩散模型可能需要几百甚至上千次迭代,一致性模型只需要**一两步**就能搞定多种图像任务——
包括上色、去噪、超分等,都可以在几步之内搞定,而不需要对这些任务进行明确训练。(当然,如果进行…
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项目运行需要很多的pth文件,如何获取?
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Dear TA,
In the example code of VAE, the loss function is the summation of cross entropy and KL divergence.
![loss_fun_vae](https://user-images.githubusercontent.com/32902010/33815246-d985d340-de6…
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### 論文へのリンク
[[arXiv:2006.12226] Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample](https://arxiv.org/abs/2006.12226)
### 著者・所属機関
Shir Gur, Sagie Benaim, Lior Wolf
…