Single-Node Workstation Test
Single Node Status:
OOM (Requires 3,686 GB VRAM)
Memory Deficit:
-3,606 GB VRAM
Physical limits prevent lone hardware from holding continuous 512³ cosmological tensor states & 450B parameter field gradients simultaneously.
Distributed Cluster Metrics
Per-Node VRAM Footprint:
57.6 GB / 80 GB
All-Reduce Latency:
1.12 ms
Halo Exchange Overhead:
4.8%
Simulation Throughput:
1.42e8 voxels/s
Scaling Efficiency:
92.4%
Per-Node Memory Breakdown
Model Weights:
14.1 GB
Field Activations:
28.4 GB
Halo Boundaries:
6.3 GB
Optimizer & KV Cache:
8.8 GB