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Rodion Kazennov

Software architect with 11 years of experience building scalable systems, leading technical teams, and shipping products from zero to production.

MPS backend out of memory on a Mac: what the numbers mean and how to set the watermark

MPS backend out of memory on a Mac: what the numbers mean and how to set the watermark

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4 min read

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PyTorch on a Mac: why memory looks freed after .to("cpu")

PyTorch on a Mac: why memory looks freed after .to("cpu")

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4 min read
Godot Movie Maker and screenshots on macOS without --headless

Godot Movie Maker and screenshots on macOS without --headless

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3 min read
ulimit doesn't cap memory on macOS: stop a job before it swaps

ulimit doesn't cap memory on macOS: stop a job before it swaps

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4 min read
How to run Qwen-Image-2.1 on a 48 GB Mac without swap

How to run Qwen-Image-2.1 on a 48 GB Mac without swap

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5 min read
Model CPU offload on a 48 GB Mac: 18.5 GB footprint and 9.6 GB of swap

Model CPU offload on a 48 GB Mac: 18.5 GB footprint and 9.6 GB of swap

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2 min read
Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac

Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac

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7 min read
What 30 open-source projects ask of AI-assisted contributions

What 30 open-source projects ask of AI-assisted contributions

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13 min read
Where a code graph pays off: big repositories, small models

Where a code graph pays off: big repositories, small models

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7 min read
Japan Life Hub: Net Salary Calculator & Housing Guide

Japan Life Hub: Net Salary Calculator & Housing Guide

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3 min read
Build a Chrome Extension with React, TypeScript and Vite

Build a Chrome Extension with React, TypeScript and Vite

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4 min read
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