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onnx4j's Introduction

onnx4j

简介

Onnx4j是一个面向ONNX(开放式神经网络交换协议)的Java表达项目,其并不提供具体的运算实现。

ONNX官方提供了其规范的proto定义,我们可以通过Google ProtoBuffer生成用于Java的相关定义类。onnx4j在ONNX官方的proto定义基础上,通过使用OOP的相关手段,如:接口与实现、类与继承等,使其转换为一个更为结构化和更清晰的表达方式,为所有建基于ONNX规范的Java程序开发提供更友好的开发方式。

对于onnx4j的使用,我们可以参考基于onnx4j派生的,专注于神经网络forward操作的框架Forwarder:https://github.com/onnx4j/forwarder

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