:original_name: modelarts_23_0187.html .. _modelarts_23_0187: ModelArts Metrics ================= Description ----------- The cloud service platform provides Cloud Eye to help you better understand the status of your ModelArts real-time services and models. You can use Cloud Eye to automatically monitor your ModelArts real-time services and models in real time and manage alarms and notifications, so that you can keep track of performance metrics of ModelArts and models. Namespace --------- SYS.ModelArts Monitoring Metrics ------------------ .. table:: **Table 1** ModelArts metrics +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | Metric ID | Metric Name | Meaning | Value Range | Measurement Object & Dimension | Monitoring Interval | +=============================================================================================================================================================================================================================+============================+===================================================+=============+================================+=====================+ | cpu_usage | CPU Usage | CPU usage of ModelArts | >= 0% | Measurement object: | 1 minute | | | | | | | | | | | Unit: % | | ModelArts models | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | mem_usage | Memory Usage | Memory usage of ModelArts | >= 0% | Measurement object: | 1 minute | | | | | | | | | | | Unit: % | | ModelArts models | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | gpu_util | GPU Usage | GPU usage of ModelArts | >= 0% | Measurement object: | 1 minute | | | | | | | | | | | Unit: % | | ModelArts models | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | successfully_called_times | Number of Successful Calls | Times that ModelArts has been successfully called | >=Count/min | Measurement object: | 1 minute | | | | | | | | | | | Unit: Times/min | | ModelArts models | | | | | | | | | | | | | | ModelArts real-time services | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id, | | | | | | | | | | | | | | service_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | failed_called_times | Number of Failed Calls | Times that ModelArts failed to be called | >=Count/min | Measurement object: | 1 minute | | | | | | | | | | | Unit: Times/min | | ModelArts models | | | | | | | | | | | | | | ModelArts real-time services | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id, | | | | | | | | | | | | | | service_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | total_called_times | API Calls | Times that ModelArts is called | >=Count/min | Measurement object: | 1 minute | | | | | | | | | | | Unit: Times/min | | ModelArts models | | | | | | | | | | | | | | ModelArts real-time services | | | | | | | | | | | | | | Dimension: | | | | | | | | | | | | | | model_id, | | | | | | | | | | | | | | service_id | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ | If a measurement object has multiple measurement dimensions, all the measurement dimensions are mandatory when you use an API to query monitoring metrics. | | | | | | | | | | | | | | - The following provides an example of using the multi-dimensional **dim** to query a single monitoring metric: dim.0=service_id,530cd6b0-86d7-4818-837f-935f6a27414d&dim.1="model_id,3773b058-5b4f-4366-9035-9bbd9964714a | | | | | | | | | | | | | | - The following provides an example of using the multi-dimensional **dim** to query monitoring metrics in batches: | | | | | | | | | | | | | | "dimensions": [ | | | | | | | | | | | | | | { | | | | | | | | | | | | | | "name": "service_id", | | | | | | | | | | | | | | "value": "530cd6b0-86d7-4818-837f-935f6a27414d" | | | | | | | | | | | | | | } | | | | | | | | | | | | | | { | | | | | | | | | | | | | | "name": "model_id", | | | | | | | | | | | | | | "value": "3773b058-5b4f-4366-9035-9bbd9964714a" | | | | | | | | | | | | | | } | | | | | | | | | | | | | | ], | | | | | | +-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------+---------------------------------------------------+-------------+--------------------------------+---------------------+ Dimensions ---------- .. table:: **Table 2** Dimension description ========== ==================== Key Value ========== ==================== service_id Real-time service ID model_id Model ID ========== ====================