AMD GPU VRAM Load
39.8 / 192 GB
HBM3 High-Bandwidth (21% Active)
Inference Speed
153.2 tok/s
vLLM ROCm PagedAttention
Memory Bandwidth
5.3 TB/sec
AMD Instinct™ Architecture
Compute Load
76.3% (304 CUs)
Thermal: 57.7°C | 439.9W
NeuralRoute Smart Gateway
Analyzes semantic prompt complexity and routes to local AMD ROCm GPU vs Frontier Cloud
Quick Presets:
Enterprise Token Cost & Savings Analytics
Measured impact of routing queries to local AMD ROCm Instinct GPUs vs Frontier Cloud
Average Cost Reduction: 76.4%
Total Queries Routed
0
0 on AMD ROCm / 0 on FrontierNet Dollar Savings
$14.8200
Calculated at scale: $148.20 / 100K callsAMD Compute Offload
82%
Eliminates external API vendor lock-in| Hardware Architecture | Primary Models | Cost / 1M Tokens | Throughput | NeuralRoute Status |
|---|---|---|---|---|
| AMD Instinct™ MI300X | Llama-3-8B-Instruct (ROCm 6.2) | $0.15 | 154 tok/s | ACTIVE LOCAL |
| AMD Instinct™ MI250 | Mistral-7B-Instruct (HIP) | $0.12 | 122 tok/s | READY |
| Commercial Cloud API | Frontier GPT-4o / Claude Opus | $5.00 | 32 tok/s | FALLBACK ONLY |