AI & Rendering Workstation

A multi-GPU compute rig engineered for AI training, large-scene 3D rendering, and simulation workloads with dedicated GPU cooling.

Challenge

Two full-power GPUs generate massive heat in a single chassis, and thermal throttling directly slows training and render times.

Approach

MSFREEZ installed water blocks on both GPUs, ran a dedicated compute-only loop, and tuned VRM cooling for sustained boost clocks.

Outcomes

• Zero throttling across 12h AI training runs
• Faster render exit times on production scenes
• Silent operation despite dual full-power GPUs

Configuration

• Dual RTX water blocks
• 256GB ECC RAM
• Dedicated compute loop
• VRM thermal tuning

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MSFREEZ · 207 El Rehab Commercial Mall, October Gardens, Giza, Egypt · +20 107 002 8289