Jupyter Notebook Cuda

Open-source Jupyter Notebook projects categorized as Cuda

Top 7 Jupyter Notebook Cuda Projects

  • TensorRT

    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

    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.

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.

  • x-stable-diffusion

    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.

  • vqgan-clip-generator

    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
  • analisis-numerico-computo-cientifico

    Análisis numérico y cómputo científico

  • cyber

    Protocol specs

    Project mention: What the hell is $Boot Bostrom? | reddit.com/r/OsmosisLab | 2022-01-13
  • DeepLearning

    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).

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-12-06.

Jupyter Notebook Cuda related posts


What are some of the best open-source Cuda projects in Jupyter Notebook? This list will help you:

Project Stars
1 TensorRT 1,749
2 kernl 813
3 x-stable-diffusion 192
4 vqgan-clip-generator 97
5 analisis-numerico-computo-cientifico 43
6 cyber 28
7 DeepLearning 2
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