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Edge AI

NVIDIA Jetson

Orin NX · AGX Orin · Nano

127fps YOLOv8TensorRT FP16 · Orin NX · 15W

NVIDIA Jetson is the de facto standard for edge AI deployment. The Orin family delivers up to 275 TOPS with dedicated DLA (Deep Learning Accelerator) and GPU compute, running full Linux with CUDA. We optimize every layer of the Jetson stack — from BSP to model deployment — for your production use case.

What Spikedge Optimizes

  • TensorRT model optimization: FP16/INT8 with calibration dataset
  • GStreamer zero-copy DMA pipeline: camera → ISP → GPU — no CPU copies
  • JetPack BSP customization: minimal footprint, stripped to your application
  • DeepStream multi-stream inference: 4 cameras at full FPS simultaneously
  • Thermal management: DVFS + fan profile to prevent throttling in sealed enclosures

Specifications

AI Performance275 TOPS (AGX Orin) / 100 TOPS (Orin NX)
GPU1792 CUDA cores / 512 CUDA cores
CPU12-core Cortex-A78AE / 8-core Cortex-A78AE
Memory32GB / 16GB LPDDR5
Power15W – 60W configurable

Maximize your Jetson investment

We've shipped production systems on Jetson Orin, Nano, and AGX. Let's benchmark your model on your target module.

Schedule Architecture Audit