score_sde_pytorch
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yang-song
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Hi yang, Thank you so much for your brilliant work! I have one question to ask: When I involve a new dataset (such as a directory of images). The first...
Thanks for the great repo! I noticed that you scale your images to be between [0,1] or [-1,1]. I'd like to run the model with coordinate data, which doesn't lend...
Hi Yang Song, In 30 row, section "Inpaint", Score SDE demo PyTorch.ipynb, should it be changed to x = pc_inpainter(score_model, scaler(img*mask), mask) so that it wouldn't inference img from img?...
Hi, I have some question on your code. https://github.com/yang-song/score_sde_pytorch/blob/1618ddea340f3e4a2ed7852a0694a809775cf8d0/models/utils.py#L146-L159 When computing the score matching loss, it seems that you post process the output of `model`(A score model). But it doesn't...
https://github.com/yang-song/score_sde_pytorch/blob/1618ddea340f3e4a2ed7852a0694a809775cf8d0/likelihood.py#L85 For the sake of unbiased estimator, wonder whether epsilon need to be resampled in each iteration of ode solver?
Hi, Thanks for your excellent work and released code repo. Following https://github.com/yang-song/score_sde_pytorch#dependencies, encountered the problem, ```text 2021-06-23 20:51:42.320605: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open...
Thanks for your great work which inspires so many!! As mentioned in #13, I also noticed that the pure ODE sampling results is not satisfying for 256*256 images (maybe also...
Dear Song, Hi, thanks for your great work. I try to reproduce your work to enhance it a bit, but there is some problem in my setting. I have to...
I may be wrong, but it appears to me that there is an error in the denoising score matching loss: https://github.com/yang-song/score_sde_pytorch/blob/1618ddea340f3e4a2ed7852a0694a809775cf8d0/losses.py#L95 In particular, `std`, the denominator for `z`, should be...
# 一些关于模型无法运行的建议 #### 问题描述 如果代码跑起来之后程序没有任何相应，可以参考以下其他项目的解决方法 原文地址 [blog.csdn.net](https://blog.csdn.net/qq_38677322/article/details/109696077) 今天在跑实验时碰到标题所述的问题，具体代码片段如下： ``` ### chamfer_3D.py chamfer_found = importlib.find_loader("chamfer_3D") is not None if not chamfer_found: ## Cool trick from https://github.com/chrdiller print("Jitting Chamfer 3D") from torch.utils.cpp_extension...
