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.
Solution
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
Specs
- Dual RTX water blocks
- 256GB ECC RAM
- Dedicated compute loop
- VRM thermal tuning
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