58、Improved Diffusion的PyTorch代码逐行深入讲解_哔哩哔哩_bilibili https://github.com/openai/improved-diffusion
This section of the README walks through how to train and sample from a model. Installation Clone this repository and navigate to it in your terminal. Then run: pip install -e . This should install theimproved_diffusionpython package that the scripts depend on. ...
代码阅读:github.com/openai/impro 摘要 DDPM作为生成模型:DDPM(Denoising Diffusion Probabilistic Models)是一种生成模型,当时被证明能产生高质量的样本。 简单修改带来的提升:研究表明,通过一些简单的修改,DDPM不仅能保持生成高质量样本的能力,还能获得竞争性的对数似然值。 反向扩散过程的优化:发现学习反向扩散过程中的...
Code: https://yangxiaofeng.github.io/demo_diffusion_prior .Yang, XiaofengNanyang Technological UniversityChen, YiwenNanyang Technological UniversityChen, ChengNanyang Technological UniversityZhang, ChiWestlake UniversityXu, YiOPPO US Research CenterYang, Xulei...
Attack_Global(classifier, device, respace, t, eps, iter, name, alpha, version, skip) [classifier]: target classifier to attack [device]: device, gpu id [respace] diffusion model accelerator, e.g. ddim10 [t] reverse step in SDEdit [eps] l_inf budget of PGD [iter] iterations number of...
Ensuring operational integrity in large-scale equipment hinges on effective fault prediction and health management. Prognostics and health management (PHM) face the challenge of accurately predicting remaining useful life (RUL) using multivariate sensor
The proposed ML model can efficiently predict ground state properties of an n-qubit gapped local Hamiltonian after learning from only O(log(n)) data about other Hamiltonians in the same quantum phase of matter. This improves substantially upon previous results that require O(nc) data for a...
megamodel as well as a data set, we hope to provide both a theoretical as well as a practical starting point to get into the world of PV tools and methods. A good starting point for browsing and exploring ProVerB would be its hypertext frontend:http://slebok.github.io/proverb/which ...
An example that uses ModelScope + GLIGEN. Tested withdiffusers==0.27.2. importtorchfromdiffusersimportDiffusionPipeline,DPMSolverMultistepSchedulerimportimageiofromIPython.displayimportImageasIPyImageimportnumpyasnppipe=DiffusionPipeline.from_pretrained("longlian/text-to-video-lvd-ms",trust_remote_code=True...
model.unet=UNet2DConditionModel.from_config(base_model_id,subfolder="unet").to("cuda",torch.float16)unet.load_state_dict(torch.load(hf_hub_download(repo_name,ckpt_name),map_location="cuda"))pipe=DiffusionPipeline.from_pretrained(base_model_id,unet=unet,torch_dtype=torch.float16,variant="...