Hardware Acceleration

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The Hardware That Makes AI Possible

 🤖AI

Exploring the Classic Xilinx XC5202-6PQ100I FPGA

 💾Computer Architecture
hackster.io·

FlexNPU: Transparent NPU Virtualization for Dynamic LLM Prefill-Decode Co-location

 HFT  Content type: Academic
arxiv.org·

I stopped using most of Rust’s advanced features for my ML library

 🤖AI  Content type: Code
github.com··r/rust

Founding Engineer - FPGA, RTL, & ASIC Architect at Zettascale

 💾Computer Architecture

Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

 🤖AI

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

 🎮Game Engines  Content type: Blog

Latency-Aware, High-Throughput Homomorphic AES Evaluation with CKKS

 🔐Cryptography
eprint.iacr.org·

The Edge LLM Offload Story

 🤖AI
semiengineering.com·

1-bit and 1.58 bit LLM Benchmarking on Jetson Orin Nano Super | Bonsai LM

 💬LLMs
smolhub.com··r/LocalLLaMA

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

 💬LLMs  Content type: News

Towards Autonomous Accelerator Design: FPGA Accelerator Generation with SECDA

 💾Computer Architecture  Content type: Academic
arxiv.org·

DiffusionGemma: 4x Faster Text Generation

 💬LLMs  Content type: News  Content type: Blog

Niobium Opens Developer Partner Program for The Fog, the First IaaS Purpose-Built for Fully Homomorphic Encryption

 🔐Cryptography
sdtimes.com·

Why Compiler Engineers Rarely Use Strassen's Algorithm for Fast Matrix Multiplications

 🧮Complexity Theory  Content type: News  Content type: Blog

The copy_if Speedup That Wasn't About copy_if, Or AVX-512

 🏗️LLVM

Unpacking AI: The Hardware Behind AI

 🤖AI  Content type: News

Build settings in binary crates via cargo install and crates.io

 ⚙️MLOps

Arithmetic Packing on Wide Integer Datapaths in DSP Primitives of Modern FPGA Devices

 💾Computer Architecture  Content type: Academic
arxiv.org·

SWIFT: Shallow and SIMD-Aware CKKS Functional Bootstrapping for Low-Latency

 Speculative Decoding
eprint.iacr.org·

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