TVM Practical Applications in AI System Deployment
Introduction to TVM Workflow
This article explores how to deploy neural networks on new hardware using AI compilers, covering the entire process from algorithm design to actual execution. We'll use TVM (Tensor Virtual Machine) as our example, examining its workflow:
Model Import: TVM can import models from TensorFlow, PyTorch, ONNX, and other ...
Posted on Thu, 09 Jul 2026 17:52:17 +0000 by newbtophp
Deploying YOLOv8 on ITX-3588J with RKNN Toolkit
Environment Setup
Target Device Configuration
Refer to previous documentation regarding ITX-3588J development board setup. This guide assumes usage of rknn-toolkit2-lite version 2.0 with updated board drivers and toolkit.
Host Development Environment
The PC-side toolkit has compatibility limitations with Windows systems. Ubuntu-based environmen ...
Posted on Fri, 15 May 2026 17:39:35 +0000 by BenMo