Full Model Execution
Trinity architecture executes complete 30-layer transformer models across all four theaters—CPU, RAM (Theta-Link), iGPU, and dGPU. This is not theoretical partitioning. This is measured execution with real timing, thermal validation, and cross-theater coordination.
VERIFIED EXECUTION
All 30 layers of SmolLM-135M executed successfully across Trinity architecture. CPU handles 7 layers. iGPU processes 11 layers. dGPU computes 12 layers. Zero-copy unified memory feeds all three. Total execution time: ~7.3 seconds.
Execution Statistics
Theater Distribution
Layer distribution optimized for each theater's computational characteristics:
LAYER ALLOCATION
Execution Flow
Trinity orchestrates layer execution through intelligent routing:
- Layers 0-6 — CPU handles embedding and initial transformer layers with low latency
- Layers 7-17 — iGPU processes via unified memory, zero-copy dequantization
- Layers 18-29 — dGPU executes attention and FFN with tensor core acceleration
- Token Generation — Final output layer routes to coolest theater based on thermal telemetry
Validation Metrics
Execution validated through multiple verification mechanisms:
- Thermal Signatures — Each theater shows measurable temperature delta confirming real computation
- Hash Chains — Every layer produces Blake3 hash for provenance tracking
- Timing Consistency — Execution times match hardware capabilities (no simulation artifacts)
- Cross-Theater Coordination — Data flows through Theta-Link without explicit copies
The Sovereign Achievement
Thirty layers executed across heterogeneous hardware with unified memory coordination. CPU, iGPU, and dGPU working in concert through the RAM fabric. No simulation. No shortcuts. Real computation verified through thermal proof and cryptographic provenance.
TRINITY VALIDATED
The Trinity architecture executes full transformer models. All four theaters operational. Layer distribution optimized. Zero-copy memory proven. This is not architecture in theory—this is architecture in production.