Infrastructure18 min read
On-Vessel GPU Selection Guide
Blackwell B200, H200, H100, L40S, and A100 compared for vessel deployments. When each is the right call and the power realities.
James Calder·April 11, 2026
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GPU hardware
4 posts tagged with this topic.
Edge AI17 min read
KV Cache Quantization at Sea (3/3)
Google's TurboQuant compresses the KV cache to 3 bits with no accuracy loss. Here is what that means for a vessel GPU rack.
Ethan Marsh·April 10, 2026
Infrastructure15 min read
Unified Memory for Vessel AI
AMD Strix Halo and NVIDIA DGX Spark bring 128 GB of unified memory to a shelf-sized box for under $4,000. When to buy one.
James Calder·April 10, 2026
Infrastructure14 min read
1M Context: The GPU Math (2/3)
VRAM and KV cache math for models from 7B to 405B at 1M tokens. Per-user scaling for crew and guests. The numbers are ugly.
James Calder·April 7, 2026