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Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems  🏗️LLM Infrastructure
arxiv.org·6d·Hacker News
Atlas: An LLM inference engine written from scratch in Rust and CUDA  🏗️LLM Infrastructure
atlasinference.io·1d·Hacker News
Nvidia/Numba-CUDA-mlir: CUDA C++-style Python GPU compiler built on MLIR  🎮SIMT Execution
github.com·19h·Hacker News
CUDA Proves Nvidia Is a Software Company  🟩Nvidia
hardware.slashdot.org·2d
The cuda-oxide Book  🎮SIMT Execution
nvlabs.github.io·6d·Lobsters, Hacker News, Hacker News, r/rust
Show HN: I built a small repertoir of different computing systems  🖥️Hardware Architecture
computers.tugdual.fr·1d·Hacker News
RTX 5080 Launched, Rust for CUDA, & LLM GPU Scheduling Deep Dive  🎮GPU Microarchitecture
dev.to·2d·DEV
NVIDIA Releases CUDA-Oxide 0.1 For Experimental Rust-To-CUDA Compiler  🟩Nvidia
phoronix.com·6d·Hacker News, r/linux, r/programming, r/rust
Distributed Training in MLOps Break GPU Vendor Lock-In: Distributed MLOps across mixed AMD and NVIDIA Clusters  🟩Nvidia
mlops.community·1d
I Replaced My $500 GPU with a $75 Raspberry Pi: How Gemma 4 Makes Computer Vision 10x Cheaper  📊Model Serving Economics
dev.to·6d·DEV
The case for fine-grained tracking of compute for AI  📊AI Performance Profiling
lesswrong.com·1d
BLAS, Lapack and OpenMP  🛠️Build Optimization
pypackaging-native.github.io·4d·Hacker News
The M:N Concurrent Model — A Complete Guide. From First Principles to Production Schedulers  ⚡Concurrency
0xkiire.com·5d·Hacker News, r/golang, r/rust
NVlabs/cuda-oxide: cuda-oxide is an experimental Rust-to-CUDA compiler that lets you write (SIMT) GPU kernels in safe(ish), idiomatic Rust. It compiles standard Rust code directly to PTX — no DSLs, no foreign language bindings, just Rust.  🟩Nvidia
github.com·6d·Lobsters, Hacker News
DeepSeek-V4-Flash Benchmarks, FlashRT CUDA Runtime, & V100 LLM Performance  🏠Local LLM Deployment
dev.to·3d·DEV
TLX: Hardware-Native, Evolvable MIMW GPU Compiler for Large-scale Production Environments  🎮GPU Microarchitecture
arxiv.org·2d·Hacker News
Unraveling GPU Inference Costs for Fine-tuned Open-source Models V/S Closed Platforms  📊Model Serving Economics
mlops.community·1d
FractalSortCPU: Bandwidth-Efficient Compressed Radix Sort on CPU  📊Columnar Databases
arxiv.org·2d·Hacker News
Stop Guessing: A Systematic Guide to Fixing CUDA Out of Memory Errors in GRPO Training  🎮GPU Memory
mlops.community·1d
CUDA Proves Nvidia Is a Software Company  🟩Nvidia
wired.com·3d·Hacker News, r/programming

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