TensorRT – TildAlice

Raspberry Pi 5 vs Jetson Nano: Budget Edge AI Latency Test

2026년 08월 06일

Pi 5 vs Jetson Nano latency test: INT8 models close the 38ms gap to 4.4ms. Real power draw, conversion pain, and when CUDA actually matters.

2026년 07월 31일

RT-2 runs in 312ms on Jetson Orin with TensorRT. OpenVLA hits 1.2s and won't export to ONNX yet. Real latency numbers for edge VLA deployment.

2026년 02월 07일

INT8 quantization pushed YOLOv8 from 45 to 180 FPS on Jetson Orin Nano. PTQ beat QAT with 10 lines of calibration code. Here's the recipe.

2026년 01월 08일

Edge AI vs Cloud AI for factories: latency, cost, and reliability compared across 3 real deployments. The hybrid approach won.

2025년 12월 31일

Speed up YOLO inference 8x on Jetson with TensorRT INT8 quantization. ONNX conversion pitfalls and FP16 vs INT8 accuracy tradeoffs included.