AI开发平台MODELARTS-模型配置文件编写说明:使用自定义依赖包的模型配置文件示例

时间：2024-08-16 20:39:15

AI开发平台MODELARTS 创建模型规范参考

使用自定义依赖包的模型配置文件示例

如下示例中，定义了1.16.4版本的numpy的依赖环境。

  
   
     
     
       {
    "model_algorithm": "image_classification",
    "model_type": "TensorFlow",
    "runtime": "python3.6",
    "apis": [
        {
            "url": "/",
            "method": "post",
            "request": {
                "Content-type": "multipart/form-data",
                "data": {
                    "type": "object",
                    "properties": {
                        "images": {
                            "type": "file"
                        }
                    }
                }
            },
            "response": {
                "Content-type": "applicaton/json",
                "data": {
                    "type": "object",
                    "properties": {
                        "mnist_result": {
                            "type": "array",
                            "item": [
                                {
                                    "type": "string"
                                }
                            ]
                        }
                    }
                }
            }
        }
    ],
    "metrics": {
        "f1": 0.124555,
        "recall": 0.171875,
        "precision": 0.00234938928519385,
        "accuracy": 0.00746268656716417
    },
    "dependencies": [
        {
            "installer": "pip",
            "packages": [
                {
                    "restraint": "EXACT",
                    "package_version": "1.16.4",
                    "package_name": "numpy"
                }
            ]
        }
    ]
}

      

    

  
 