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DXVK 3.1.1 Improves Support for Call of Duty: Ghosts, Rayman 3, and Skyrim SE
1+ hour, 27+ min ago (270+ words) DXVK 3.1.1 was released today as the latest stable version for this Vulkan-based implementation of D3D9, D3D10, and D3D11 for Linux / Wine, bringing new features and improvements for several games. DXVK 3.1.1 is a small update following the big DXVK 3.1 release three weeks ago, but…...
The Tiny GPU Project That Exposed a Huge Problem Inside Nvidia’s Software
32+ min ago (27+ words) A Stanford research project called ThunderKittens reveals how rethinking GPU programming can unlock surprising performance …...
Puzzle Solution Revealed - Transformer: Need for Position Embedding
7+ hour, 25+ min ago (15+ words) Introduce position embedding, residuals and layers ▶ Watch the 7-minute... Tagged with llm, transformers, machinelearning, ai....
The Production Reality Check: Scaling SSE Subscriptions for GPU Orchestrators (Part 2)
8+ hour, 16+ min ago (415+ words) In my last post, we designed a dual Roaring Bitmap inventory engine that mapped our GPU rack runtime availability status to a tiny payload. We set up Server-Sent Events (SSE), tested it on localhost, watched the latency plummet to sub-millisecond…...
E-News | Workshop on GPU programming using OpenACC planned
8+ hour, 30+ min ago (59+ words) West Virginia University Workshop on GPU programming using OpenACC planned High-Performance Computing will host an OpenACC GPU programming workshop from 11 a.m. to 5:30 p.m. Monday, Sept. 28, in the Downtown Library, Room 136. Hosted by the Pittsburgh Supercomputing Center, the workshop is an excellent opportunity…...
Google and Inferact Announce Engineering Partnership to Make TPU a First-Class Target for Open Inference
20+ hour, 30+ min ago (515+ words) Google Cloud and Inferact align on one engineering roadmap to bring production-grade vLLM inference to TPU, with all resulting work upstreamed to open source Engineers from both teams are already working to that shared roadmap. The results will reach anyone…...
Sakana AI Researchers Introduce PC-ALM, a Layer-Local Alternative to Backpropagation That Trains 1000-Layer Networks
23+ hour, 47+ min ago (169+ words) Is it deployable? Yes, as research code: an MIT-licensed JAX reference implementation runs on CPU and reproduces the paper’s width-depth grid. It is a training method, not a model, and has only been tested on small image benchmarks. LeCun observed…...
Why are you still debugging Spark on your host machine?
21+ hour, 38+ min ago (279+ words) Last October, a "minor" dependency bump in a PySpark job cost us four hours of downtime and roughly... Tagged with spark, docker, data, engineering....
Building a Deep Learning Framework from Scratch in Python
20+ hour, 57+ min ago (595+ words) So I built flux: a complete deep learning training framework in pure Python and NumPy. No PyTorch, no TensorFlow, no autograd library. One dependency: NumPy for array storage. The results: 97.32% on MNIST, 77.2% on full CIFAR-10, a working Transformer character language…...
Pulse: A New VHDL Simulator
1+ day, 9+ hour ago (35+ words) With VHDL being arguably more deterministic and bullet-proof than Verilog, it's good to see another open source VHDL simulator joining the fray that is not a variation of ghdl. Written by [Óscar Grim......