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<title>NeurIPS 2025 Tutorial · Energy & Power as First‑Class ML Metrics</title>
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<meta name="description" content="Official page for the NeurIPS 2025 tutorial: Energy & Power as First‑Class ML Design Metrics. Agenda, speakers, resources, hands‑on materials, and collaborators." />
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<meta property="og:title" content="NeurIPS 2025 Tutorial · Energy & Power as First‑Class ML Metrics" />
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<title>NeurIPS 2025 Tutorial · Energy and Power as First‑Class ML Design Metrics</title>
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<meta name="description" content="Official page for the NeurIPS 2025 tutorial: Energy and Power as First‑Class ML Design Metrics. Agenda, speakers, resources, hands‑on materials, and collaborators." />
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<meta property="og:title" content="NeurIPS 2025 Tutorial · Energy and Power as First‑Class ML Design Metrics" />
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<meta property="og:description" content="Agenda, speakers, resources, hands‑on materials, and collaborators." />
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<meta property="og:url" content="https://ml.energy/tutorials/neurips25" />
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<span class="badge">NeurIPS 2025 Tutorial</span>
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<h1>Energy & Power as First‑Class ML Design Metrics</h1>
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<h1>Energy and Power as First‑Class ML Design Metrics</h1>
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<p class="subtitle">Energy is the ultimate bottleneck for ML today. Practical measurements with a hands-on tutorial, a primer on power & energy as computing resources, and optimizations from kernels to clusters.</p>
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<div class="meta">
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<div class="pill">🗓️ Dec 2nd (Tue) 9:30 AM - 12:00 PM PST</div>

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