Top 7 Jupyter Notebook Cuda Projects
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT (by pytorch)Project mention: I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice. | reddit.com/r/learnmachinelearning | 2022-05-01
Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.Project mention: [P] BetterTransformer: PyTorch-native free-lunch speedups for Transformer-based models | reddit.com/r/MachineLearning | 2022-11-22
FlashAttention + quantization has to the best of knowledge not yet been explored, but I think it would a great engineering direction. I would not expect to see this any time soon natively in PyTorch's BetterTransformer though. /u/pommedeterresautee & folks at ELS-RD made an awesome work releasing kernl where custom implementations (through OpenAI Triton) could maybe easily live.
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Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.Project mention: [D] Is there an affordable way to host a diffusers Stable Diffusion model publicly on the Internet for "real-time"-inference? (CPU or Serverless GPU?) | reddit.com/r/MachineLearning | 2022-12-06
Cheapest would be to deploy it on your own using: https://github.com/stochasticai/x-stable-diffusion. Let me if you need more help on real-time inference.
Implements VQGAN+CLIP for image and video generation, and style transfers, based on text and image prompts. Emphasis on ease-of-use, documentation, and smooth video creation.Project mention: AI Poem: Fire and Ice by Robert Frost | reddit.com/r/deepdream | 2022-01-17
Análisis numérico y cómputo científico
Protocol specsProject mention: What the hell is $Boot Bostrom? | reddit.com/r/OsmosisLab | 2022-01-13
Contains all my works, references for deep learning (by harshraj22)Project mention: Help with my PyTorch implementation of PPO | reddit.com/r/reinforcementlearning | 2022-01-06
I implemented PPO using PyTorch here. As is suggested, I was trying it on very simple environment (CartPole-v1).
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Jupyter Notebook Cuda related posts
Try Stable Diffusion's Img2Img Mode
14 projects | news.ycombinator.com | 28 Aug 2022
AI Poem: Fire and Ice by Robert Frost
1 project | reddit.com/r/deepdream | 17 Jan 2022
WSL2 CUDA/CUDF issue : Unable to establish a shared memory space between system and Vram
2 projects | reddit.com/r/bashonubuntuonwindows | 9 Jul 2021
ITAM-DS/analisis-numerico-computo-cientifico: Análisis numérico y cómputo científico
1 project | reddit.com/r/u_TsukiZombina | 9 Mar 2021
What are some of the best open-source Cuda projects in Jupyter Notebook? This list will help you: