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Quantising event-camera networks to run under 1MB on a Cortex-M7

Quantising event-camera networks to run under 1MB on a Cortex-M7

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4 min read
Why your diffusion model is slow at batch size 1 (and what actually helps)

Why your diffusion model is slow at batch size 1 (and what actually helps)

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4 min read
Why your diffusion model is slow at batch size 1 (and what actually helps)

Why your diffusion model is slow at batch size 1 (and what actually helps)

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4 min read
Your PyTorch Model File Can Execute Arbitrary Code — Here's How I Built a Scanner to Detect It

Your PyTorch Model File Can Execute Arbitrary Code — Here's How I Built a Scanner to Detect It

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3 min read
Building Smaller Graph Neural Networks for Edge Healthcare Systems

Building Smaller Graph Neural Networks for Edge Healthcare Systems

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4 min read
How to Serve a PyTorch Model with FastAPI: A Complete Guide

How to Serve a PyTorch Model with FastAPI: A Complete Guide

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4 min read
CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

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4 min read
What Google's New Chips Mean If You Train Your Own Models

Google Cloud NEXT '26 Challenge Submission

What Google's New Chips Mean If You Train Your Own Models

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9 min read
Why Your Diffusion Model Is Slow at Inference (And It's Not the UNet)

Why Your Diffusion Model Is Slow at Inference (And It's Not the UNet)

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4 min read
Diffusion Model Inference in Production: What the Benchmarks Leave Out

Diffusion Model Inference in Production: What the Benchmarks Leave Out

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1 min read
Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀

Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀

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4 min read
Building a Real-Time Network Anomaly Detector with PyTorch and Go

Building a Real-Time Network Anomaly Detector with PyTorch and Go

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Deep Dive: How PyTorch 2.5’s Compiled Mode Speeds Up Inference on AWS Inferentia 3

Deep Dive: How PyTorch 2.5’s Compiled Mode Speeds Up Inference on AWS Inferentia 3

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13 min read
DDP Is Not Always Faster

DDP Is Not Always Faster

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2 min read
PyRadiomics Inefficiency in Large-Scale Studies Addressed by GPU Acceleration for Faster Processing

PyRadiomics Inefficiency in Large-Scale Studies Addressed by GPU Acceleration for Faster Processing

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8 min read
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