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Few-read fault localization in simulated analog crossbars: a sparse-recovery decoder vs reading every cell (with the claims that failed) [R]

TL;DR In simulation, a sparse-recovery decoder over a few random +/-1 probe reads localizes up to 64 stuck cells in a 256x256 analog tile with 4 to 12 counted reads at 1% read noise. Reading every cell takes 256 reads.…

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Translating CUDA Tile Operations from Python to Rust Using Agentic AI
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Translating CUDA Tile Operations from Python to Rust Using Agentic AI

NVIDIA Technical Blog·Tanya Lenz·5 days ago
#1Tm6DnRB
#developer#kernel#cutile#rust#tile

cuTile Rust () is a tile-based system for safe, idiomatic GPU kernel authoring in the Rust programming language. Extending the Rust ownership model to tile…

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AI Compute Extensions (ACE) Specification – x86 Ecosystem Advisory Group

Hacker News·4 months ago
#RyRZbaat
#x86ecosystem#operations#register#state#tile

This document defines x86 extensions for accelerating computation tasks, initially focusing on matrix multiplication kernels and reduced precision data formats important to ML workloads.

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GitHub - NVlabs/cutile-rs: cuTile Rust provides a safe, tile-based kernel programming DSL for the Rust programming language. It features a safe host-side API for passing tensors to asynchronously executed kernel functions.
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GitHub - NVlabs/cutile-rs: cuTile Rust provides a safe, tile-based kernel programming DSL for the Rust programming language. It features a safe host-side API for passing tensors to asynchronously executed kernel functions.

Hacker News·4 months ago
#tTZipU3j
#github#cutile#cuda#rust#tile

cuTile Rust provides a safe, tile-based kernel programming DSL for the Rust programming language. It features a safe host-side API for passing tensors to asynchronously executed kernel functions. -...

15s
Develop High-Performance GPU Kernels in C++ with NVIDIA CUDA Tile
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Develop High-Performance GPU Kernels in C++ with NVIDIA CUDA Tile

NVIDIA Technical Blog·Jonathan Bentz·5 months ago
#VjvQQoBg
#developer#include#define#tile#auto

Developers can now use NVIDIA CUDA Tile programming within large existing C++ GPU codebases to develop highly optimized GPU kernels using tile-based…

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Cost and performance tradeoffs between pre-generated and dynamic tiles
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Cost and performance tradeoffs between pre-generated and dynamic tiles

DEV Community·beefed.ai·6 months ago
#VDbaMXJ3
#backend#software#coding#development#tiles

Compare pre-rendered vs on-the-fly tiles: balance cost, latency, freshness, storage and compute, plus hybrid caching strategies for production maps.

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5 Wood-Look Flooring Options Built for Long-Term Durability—Without the Upkeep of Real Hardwood
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5 Wood-Look Flooring Options Built for Long-Term Durability—Without the Upkeep of Real Hardwood

Bob Vila·Michelle Larson·6 months ago
#zndDTGUj
#page#wood#look#flooring#tile

Get the look of real hardwood without the upkeep. These wood-look flooring options are waterproof, scratch-resistant, and built to last.

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