Tiny CUDA Neural Networks This is a small, self-contained framework for training and querying neural networks. Most notably, it contains a lightning fast "fully fused" multi-layer perceptron (technical paper),
2. tinycudann NVlabs/tiny-cuda-nn: Lightning fast C++/CUDA neural network frameworkgithub.com/NVlabs/tiny-cuda-nn 应用tinycudann需进行的主要项目改动 安装tinycudann的pytorch拓展包(需要Python 3.X 环境 + 支持CUDA的PyTorch版本) pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirec...
项目地址: GitHub - NVlabs/tiny-cuda-nn: Lightning fast C++/CUDA neural network framework最近在撰写instant-npg解读文章时,觉得有必要先介绍一下tiny-cuda-nn,作为前置知识。网上对这方面的描述非常稀少,…
Tiny CUDA neural networks have a simple C++/CUDA API: #include<tiny-cuda-nn/common.h>//Configure the modelnlohmann::json config = { {"loss", { {"otype","L2"} }}, {"optimizer", { {"otype","Adam"}, {"learning_rate",1e-3}, }}, {"encoding", { {"otype","HashGrid"}, ...
Tiny CUDA Neural Networks This is a small, self-contained framework for training and querying neural networks. Most notably, it contains a lightning fast"fully fused" multi-layer perceptron(technical paper), a versatilemultiresolution hash encoding(technical paper), as well as support for various ...
Tiny CUDA Neural Networks This is a small, self-contained framework for training and querying neural networks. Most notably, it contains a lightning fast"fully fused" multi-layer perceptron(technical paper), a versatilemultiresolution hash encoding(technical paper), as well as support for various ...
excited about future applications enabled by tiny real-time-trained neural networks and look forward to further research of real-time machine learning in computer graphics and beyond. To help researchers and developers adopt the technology, NVIDIA releases theCUDA sou...
NVIDIA CUDA-X is a collection of over 40 acceleration libraries that enable modern computing applications to benefit from NVIDIA’s GPU-accelerated computing platform.JetPack SDK™is built on CUDA-X and is a complete AI software stack with accelerated libraries for deep...
Tiny CUDA Neural Networks This is a small, self-contained framework for training and querying neural networks. Most notably, it contains a lightning fast "fully fused" multi-layer perceptron (technical paper), a versatile multiresolution hash encoding (technical paper), as well as support for ...
tiny-cuda-nn是Nvidia针对NeRF一系列工作开发的一个轻量级的高效框架,包含一个MLP和多分辨率哈希网格以及各种编码、损失和优化器的支持,大名鼎鼎的NGP就是使用此框架进行实现的。 项目的链接:NVlabs/tiny-cuda-nn: Lightning fast C++/CUDA neural network framework (github.com) 编译方法 最近在安装tiny-cuda-nn的...