News
Neuro Partners with Mix Max to Fuel AI and Web3 Ecosystems via Decentralized Compute
18+ hour, 11+ min ago (270+ words) The convergence of AI and De PIN continues to power a huge catalyst for innovation in Web3, and to capitalize on its Neuro has announced a partnership with Mix Max. By integrating Neuro's decentralized AI compute infra with Mix Max's scalable…...
RADV and NVK enable FMA for more precision in Vulkan
11+ hour, 21+ min ago (221+ words) Foro3 D The RADV driver, the open source implementation of Vulkan for Radeon GPUs, has added support for the VK_KHR_shader_fma extension. This extension enables FMA (fused multiply-add) operations with correct rounding, offering greater precision in calculations without increasing computational load. It is…...
I built a Rust inference engine that streams Mo E expert weights from NVMe SSDs, no GPU required
16+ hour, 5+ min ago (453+ words) Most people trying to run Mixtral or Deep Seek-V3 locally hit the same wall: they don't have 80 GB of VRAM. The common answer is "get better hardware." I wanted to see if there was another way. The idea is straightforward....
NVIDIA CUDA 13. 3 Enhances GPU Development with Tile Programming in C++, Compiler Autotuning, and Python Updates
21+ hour, 56+ min ago (668+ words) We are also releasing CUDA Python 1. 0, solidifying the support and stability of the CUDA Python SW ecosystem, and introducing critical features like green contexts and process checkpointing. With the release of CUDA 13. 3, CUDA Tile support is extended to C++, enabling…...
ML Infrastructure - GPU Cloud for AI Teams
1+ day, 2+ hour ago (299+ words) Dedicated inference on the open-source frontier. Powered by Arc " 23" more tokens per GPU. GPU instances and Crates, billed by the second. L40 S to B200, multi-cloud, no commit. Pay only for what you run. Deploy 200+ models via API or self-host on dedicated…...
Develop High-Performance GPU Kernels in C++ with NVIDIA CUDA Tile
21+ hour, 56+ min ago (907+ words) Developers can now use NVIDIA CUDA Tile programming within large existing C++" GPU codebases to develop highly optimized GPU kernels using tile-based abstractions." Python was the first language supported for tile-based GPU applications. The newly released CUDA 13. 3 adds support for…...
Extract More Kernel Performance with NVIDIA Compile IQ Auto-Tuning
21+ hour, 59+ min ago (1195+ words) NVIDIA Compile IQ tackles one of the hardest problems in performance engineering: finding the compiler options that unlock the best performance for a specific workload. Consider a team that has spent weeks optimizing an LLM inference pipeline on GPUs, tuning…...
I Made My i Phone's Neural Engine and GPU Run Inference Together as an Experiment. It Got Slower.
22+ hour, 37+ min ago (126+ words) Hacker Noon I Made My i Phone's Neural Engine and GPU Run Inference Together as an Experiment. It Got Slower. I'm a Ph D researcher and i OS developer in Fin Tech writing about mobile development, ML, AI and CI…...
Step by Step Guide to Build and Compare Fed Avg and Fed Prox Federated Learning on Non-IID CIFAR-10 with NVIDIA FLARE
1+ day, 23+ hour ago (628+ words) In this tutorial, we build an advanced federated learning experiment with NVIDIA FLARE. We compare Fed Avg and Fed Prox on a non-IID CIFAR-10 setup, where client data is split using a Dirichlet distribution to simulate realistic label imbalance across…...
Tracing a Distributed Training Stall Across Nodes
2+ day, 15+ hour ago (1090+ words) A single straggling node held up a 4-node distributed training job. We found it by fanning out one SQL query to all four nodes and getting the answer in under a second. This is distributed GPU training debugging with e…...