glow-pytorch

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load checkpoints

3

Hi! Great code, thanks for sharing. How can I use checkpoint files in order to continue training sessions after pausing? Eyal

eyalbetzalel

why with torch.no_grad() when i == 0:

1

```python if i == 0: with torch.no_grad(): log_p, logdet, _ = model.module( image + torch.rand_like(image) / n_bins ) continue else: log_p, logdet, _ = model(image + torch.rand_like(image) / n_bins) ````

fido20160817

Flow not perfectly invertible

4

Hi, given an input image tensor x and extracting the glow model i tried the following: latent = glow(x)[2] x_reconstructed = glow.reverse(latent) Since it is a normalizing flow one would...

sidney1505

Question: Does this work with larger resolutions?

2

Hi, thank you for this simple, beautiful code! I wanted to know if you've tried this with larger resolutions, as seen in the paper? Does it still work well? Thank...

RyannDaGreat

Why my sample pictures are black？

2

Masterzhuior

I designed an coupling layer by mysefl. It is a bit sophisticated. During training, the value of loss and logP are not desirable. How it happens? maybe due to the...

fido20160817

Something wrong with affine coupling?

4

When I set use affine coupling rather than additive coupling, training on cifar10, n_flow = 32, n_block = 3, the weights will rapidly become Nan, and sample s become all...

SiyuWang15

is there any pretrained models?

fido20160817

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anshen666

z_list

9

Hi, Thanks for your nice work! I am new to the glow model, so I have some stupid questions, and I don't solve them even if I try to google....

ZhouCX117