00 · OverviewModels & infrastructure for
Models & infrastructure for
physical AI, robotics, autonomous systems, drones, warehouse automation, on-device intelligence
- model.onnx
- Compile
- Benchmark
- Deploy
- Monitor
Compile
Hailo-8
✓
Jetson Orin
✓
Kria K26
✓
01 · Features
Engineered for production.
model.onnxmodel.prysm
Nvidia JetsonAMD KriaHailoGoogle CoralAxelera MetisQualcomm Dragonwing
Nvidia JetsonAMD KriaHailoGoogle CoralAxelera MetisQualcomm Dragonwing
Nvidia JetsonAMD KriaHailoGoogle CoralAxelera MetisQualcomm Dragonwing
Nvidia JetsonAMD KriaHailoGoogle CoralAxelera MetisQualcomm Dragonwing
Cross-Target Compilation
Compile ONNX to a universal binary for any supported chip.
Cache hit0.2s
Fresh124.8s
Network Cache
Skip the recompile. Cache hits return in milliseconds.
✓COMPILEsha 7b41a9
✓BENCHMARK131 fps · 7.6 ms
DEPLOYv2.3.1 · rolling
CI/CD Integration
From code to silicon in one git push.
| TARGET | FPSfps | P99ms | POWERW | FPS/W·W⁻¹ | mAP@.5:.95 |
|---|---|---|---|---|---|
01 · HAILO Hailo-8 M.2 / mPCIe · 26 TOPS · INT8 | 131.1 | 7.62 | 1.15 | 114.0 | 0.288 |
02 · NVIDIA Jetson Orin Nano SoC · 40–67 TOPS · FP16 | 196.9 | 5.79 | 12.52 | 15.7 | 0.281 |
Cloud Benchmarks
Measure your model on managed chips. Make faster procurement decisions.
v2.3.122 / 28 devices
Fleet Management
Push artifacts to every device in your fleet. Tag, version, rollback.
mAP@.5:.95 · 7d
0.288→0.275DRIFT
Edge Telemetry
Trace every inference. Catch drift before your customer does.