edgeai-modeloptimization

EdgeAI-ModelOptimization

EdgeAI-TorchModelOpt

• EdgeAI-TorchModelOpt Documentation - Tools and utilities to help the development of embedded friendly DNN(Deep Neural Network) Models in Pytorch - we call these model optimization tools. They include Model Quantization, Sparsity and Model Surgery to enable faster implementation on the mobile devices.

ONNX Model Optimizer

• TIDL ONNX Model Optimizer - This module contains various modifications and optimizations on the original ONNX graph and generates a new optimized ONNX model with the same functionality as the original model but with a more optimized structure for TIDL-RT inference.