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