THERMALTRACE

[ GPU Thermal Intelligence Platform ]

Lit Silicon Validation on NVIDIA Hardware

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Max Thermal Spread by Configuration

Lit Silicon Threshold Violations

// KEY_INSIGHTS

Cooling Infrastructure Impact

12°C

The 8-GPU Quebec test (13°C spread) performed BETTER than the 4-GPU California test (25°C spread) because Quebec datacenter had superior cooling with starting temps of 5-11°C vs California's 40-47°C.

Straggler Identification

65.4%

In the 4-GPU test, GPU3 was identified as the thermal straggler 65.4% of the time, consistently holding back the entire training job due to C3 coupling effects described in Lit Silicon.

Critical Threshold Exceeded

167%

The 25°C max spread is 167% above the Lit Silicon critical threshold of 15°C, indicating severe performance degradation potential in production multi-GPU training workloads.

Total Data Collected

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Thermal samples across multiple configurations, validating the Lit Silicon phenomenon on NVIDIA consumer and prosumer GPU hardware.

// STRAGGLER_ANALYSIS

Configuration Primary Straggler Straggler % Avg Temp Delta Impact
2×RTX 3090 GPU0 68% +4°C Minimal
4×RTX 4070 Ti GPU3 65.4% +12°C SEVERE
8×RTX 3090 GPU0 72.8% +6°C Moderate