鑽石冷卻GPU提升AI效能

🔑 增強重點摘要

• •Akash Systems delivered the world's first diamond-cooled NVIDIA GPU servers to India's NXTGen AI Pvt Ltd, enabling throttle-free performance in data centers with ambient temperatures up to 50°C.
• •Diamond Cooling technology bonds synthetic diamond directly to thinned silicon wafers or fuses it with GaN, removing heat 5x faster than copper and reducing hotspot temperatures by 10-20°C or up to 60% in GPU designs.
• •Demonstrations on NVIDIA RTX 4070 GPUs showed hotspot temperature drops from 72.6°C to 62.3°C (42.8% reduction) and overall GPU temps reduced by 50-60%, boosting compute capacity 200-400%.
• •Akash's patented GaN-on-diamond process, developed over a decade, uses CVD diamond growth with a thin interlayer like 30 nm SiN, achieving 80% channel temperature reduction in HEMT devices.

🛠️ 技術深入

• •Diamond Cooling applies CVD-grown synthetic diamond film at the board level on Si chips or bonds diamond substrates to the back of thinned silicon wafers, acting at the heat source before traditional cooling.
• •For GaN devices, Si substrate and most buffer layer are removed (leaving ~0.25 µm GaN with interlayer), enabling diamond substrate with electrical isolation and 80% junction temperature reduction at high power densities.
• •RTX 4070 demo: unmodified GPU hotspot 72.6°C vs. diamond-cooled 62.3°C (same external cooling); another test showed GPU at 53°C, hotspot 62.6°C, fan at ~1310 RPM.
• •Complementary to air/liquid cooling; increases FLOPs/Watt by up to 15% per server in high-temp environments; proven in satellite systems.

🔮 前景展望AI analysis grounded in cited sources

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