The rise of wgpu - gfx-rs nuts and bolts
gfx-rs is a project bringing efficient cross-platform graphics to rust. This blog supposedly hosts the major milestones, concepts, and recaps of the project. gfx-rs is a Rust project aiming to make graphics programming more accessible and portable, focusing on exposing a universal Vulkan-like API targeting all platforms. Over the past 2 years we’ve put a lot of effort into making gfx-rs API compat
GPU Ray Tracing in One Weekend
In January 2016, Peter Shirley released the e-book Ray Tracing in One Weekend, which is a quick and gratifying introduction to ray tracing and rendering. Recently I was inspired to implement the book on the GPU to create a project which shows how to trace rays using compute shaders as easily as possible. Yes, fragment shader based ray marching is easier, but compute can actually scale up to a prod
The State of GPGPU in Rust
At work a few months ago, we started experimenting with GPU-acceleration. My boss asked if I was interested. I didn’t know anything about programming GPUs, so of course I said “Heck yes, I’m interested!“. I needed to learn about GPUs in a hurry, and that led to my GPU Path Tracer series. That was a lot of fun, but it showed me that CUDA support in Rust is pretty poor. If our experiments ever turn
GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.
Faiss contains several methods for similarity search. It assumes that the instances are represented as vectors and are identified by an integer, and that the vectors can be compared with L2 (Euclidean) distances or dot products. Vectors that are similar to a query vector are those that have the lowest L2 distance or the highest dot product with the query vector. It also supports cosine similarity,
Slug Font Rendering Library
Slug is a software library that has become the professional standard for rendering high-quality, resolution-independent text and vector graphics in 3D applications on the GPU. It can be used for drawing graphical user interfaces, rendering heads-up displays, showing debugging information, and placing text inside a 3D world or virtual environment. “Slug was an easy choice for us because of its high
Stardust: GPU-based Visualization Library
Stardust is a library for rendering information visualizations with GPU (WebGL). Stardust provides an easy-to-use and familiar API for defining marks and binding data to them. With Stardust, you can render tens of thousands of markers and animate them in real time without the hassle of managing WebGL shaders and buffers. Play with the library in the online playground: Online Playground Install wit
GitHub - arrayfire/arrayfire: ArrayFire: a general purpose GPU library.
ArrayFire is a general-purpose tensor library that simplifies the software development process for the parallel architectures found in CPUs, GPUs, and other hardware acceleration devices. The library serves users in every technical computing market. Several of ArrayFire's benefits include: Hundreds of accelerated tensor computing functions, in the following areas: Array handling Computer vision Im
GPU text rendering with vector textures · Will Dobbie
Sat, Jan 2, 2016 This post presents a new method for high quality text rendering using the GPU. Unlike existing methods it provides antialiased pixel accurate results at all scales with no runtime CPU cost. Click here to see the WebGL demo Font atlases The standard way of rendering text with the GPU is to use a font atlas. Each glyph is rendered on the CPU and packed into a texture. Here’s an exam
Faster Deep Learning with Theano & GPUs
Domino recently added support for GPU instances. To celebrate this release, I will show you how to: Build and train neural networks in Python.Using the GPU, I'll show that we can train deep belief networks up to 15x faster than using just the CPU, cutting training time down from hours to minutes. Why are GPUs useful?When you think of high-performance graphics cards, data science may not be the fir
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Choosing a Resource Storage Mode for Intel and AMD GPUs | Apple Developer Documentation
GitHub - kovidgoyal/kitty: Cross-platform, fast, feature-rich, GPU based terminal
How to get the GPU info?
GitHub - mikesart/gpuvis: GPU Trace Visualizer
Real-time Resizing of Flickr Images Using GPUs | code.flickr.com