⚡ Parallel Computing - matmat · Scour

CUDA-Oxide 0.2 Brings Early Improvements To Pure Rust CUDA Kernels

🎨LUT Compression

Concepts in Practice: C++ MPI Bindings for the HPC Ecosystem. From a Standardizable Core to a Composable Interface

🔒Type Safety Academic

Release TorchCodec 0.14: HDR Video Decoding for CPU & CUDA, and Fast Wav Decoder · meta-pytorch/torchcodec

🎨LUT Compression Code

github.com··Hacker News

Why my SIMD code was silently running as scalar, and what debugging it taught me about production environment assumptions

🚀SIMD Parsing Blog

coloneltoad.substack.com··Substack

A Concurrent Language for Non-Concurrent Software (2010)

🧬Functional Programming

prog21.dadgum.com··Hacker News

AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support

🎨LUT Compression

Multiversion Concurrency Control for Multiversion B-Trees

🗄️Database Recovery Academic

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

🗂️Vector Databases Academic

jeffhuen/RustyCSV: High-performance CSV parsing for Elixir. Rust NIF with SIMD acceleration, parallel parsing, and bounded-memory streaming. Drop-in NimbleCSV replacement.

⚡SIMD Optimization Code

github.com··Hacker News

Structuring agentic AI for HPC code modernization

💻Operating System, OS Academic

KJLdefeated/RL.cu: RLVR training for LLM in CUDA/C++

💻Operating System, OS Code

github.com··Hacker News

Twelve quick tips for designing AI-driven HPC workflows

🎯Performance Proofs Academic

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

🎨LUT Compression Academic

zhongkaifu/TensorSharp: A C# inference engine for running large language models (LLMs) locally using GGUF model files. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

💻Local LLMs Code

github.com··Hacker News

huawei-csl/KVarN: KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

💻Local LLMs Code

github.com··Hacker News

AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

💻Operating System, OS Academic

arxiv.org··Hacker News

LLM-Based Porting of Optimized C++ to CUDA Through Deoptimization and Reoptimization

💻Operating System, OS Academic

SET: Stream-Event-Triggered Scheduling for Efficient CUDA Graph Pipelines

💻Operating System, OS Academic

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

⚡SMT Integration Academic

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

💻Operating System, OS Academic

arxiv.org··Hacker News

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