Tag: gpu

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Jun 24, 20268 min readTooling Deep DiveIntermediate240 min build

Audit playbook: using euromesh to assess if Europe's public datacenters can train a frontier AI model

A four-hour playbook that turns the euromesh snapshot into an inventory, a 3-scenario GPU-hour estimator and a one-page decision checklist to judge if Europe’s public compute suffices.

euromesh europe datacenters gpu ai-infrastructure

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Model BreakdownsUnited Kingdom

Open

May 16, 20267 min readTooling Deep DiveIntermediate

ai-ml-gpu-bench: a lightweight harness to compare CPU and GPU for Python ML training and local LLM inference

Guide to albedan/ai-ml-gpu-bench: clone a small harness to time Python ML training and local LLM inference on CPU vs GPU and export metrics to compare latency and cost.

benchmarking gpu cpu llm machine-learning

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mlops open-source performance