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        • Data Augmentation (Data Amplification) - ModelArts

          Data Augmentation (Data Amplification) - ModelArts

          OBS Catalog: The storage structure supports Images and labels. Images and labels: The structure varies depending on the scenario type. The following shows the directory structure in the image classification scenario.

          Help > ModelArts > User Guide for Senior AI Engineers (To Be Offline) > Data Management (Old Version to Be Terminated) > Data Processing > Built-in Operators
        • Deploying a Real-Time Service - ModelArts

          Deploying a Real-Time Service - ModelArts

          By default, this parameter is left blank. src_path Yes String OBS path of the input data of a batch job dest_path Yes String OBS path of the output data of a batch job req_uri Yes String Inference API called in a batch task, that is, the RESTful API exposed in the model image.

          Help > ModelArts > SDK Reference > Service Management
        • Querying the List of Valid Specifications Supported by Notebook Instances - ModelArts

          Querying the List of Valid Specifications Supported by Notebook Instances - ModelArts

          General-purpose Intel CPU flavor, ideal for rapid data exploration and experiments", "feature" : "NOTEBOOK", "free" : false, "id" : "modelarts.vm.cpu.2u", "memory" : 8388608, "name" : "CPU: 2 vCPUs 8 GB", "sold_out" : false, "storages" : [ "EVS", "OBSFS", "EFS", "OBS

          Help > ModelArts > API Reference > Development Environment Management
        • Querying a Visualization Job List - ModelArts

          Querying a Visualization Job List - ModelArts

          15099239923, "resource_id": "4787c885-e18d-4ef1-aa12-c4ed0c364b27", "duration": 1502323, "job_desc": "This is a visualization job", "service_url": "https://console.huaweicloud.com/modelarts/tensoarbod/xxxx/111", "train_url": "/obs

          Help > ModelArts > API Reference > Historical APIs > Training Management (Old Version) > Visualization Jobs
        • Best Practices of Security Configuration - ModelArts

          Best Practices of Security Configuration - ModelArts

          Not Using Hard-coded Credentials During Development If you want to develop an algorithm and publish it to the production environment in ModelArts Standard Notebook, you shall check the password, AK/SK, database connection, OBS connection, and SWR connection information used in the

          Help > ModelArts > Best Practices
        • Reviewing and Accepting Team Labeling Results - ModelArts

          Reviewing and Accepting Team Labeling Results - ModelArts

          However, the original data in the dataset and the labeled data that has been accepted are still stored in the corresponding OBS bucket. Parent topic: Team Labeling

          Help > ModelArts > ModelArts User Guide (Standard) > Preparing and Processing Data > Labeling ModelArts Data > Team Labeling
        • Querying the Dataset List - ModelArts

          Querying the Dataset List - ModelArts

          Currently, only the value 0 is supported, indicating that the OBS file size is limited. import_data Boolean Whether to import data.

          Help > ModelArts > API Reference > Historical APIs > Data Management (Old Version)
        • Publishing a Workflow to ModelArts - ModelArts

          Publishing a Workflow to ModelArts - ModelArts

          Enter an existing OBS path in the format of /OBS bucket name/Folder path/. Dataset object: Enter the dataset name and version number. Training flavor: Configure GPU resources since the algorithm in this example can run only on GPUs.

          Help > ModelArts > ModelArts User Guide (Standard) > Using Workflows for Low-Code AI Development > Workflow Development Command Reference > Publishing a Workflow
        • Creating a Dataset - ModelArts

          Creating a Dataset - ModelArts

          The work directory of a table dataset cannot be an OBS path in a KMS-encrypted bucket. Only one data source can be imported at a time. dataset_name Yes String Dataset name. The value contains 1 to 100 characters.

          Help > ModelArts > API Reference > Historical APIs > Data Management (Old Version)
        • Creating a Condition Phase to Control Branch Execution - ModelArts

          Creating a Condition Phase to Control Branch Execution - ModelArts

          # Define the input OBS object. obs_data = wf.data.OBSPlaceholder(name="obs_placeholder_name", object_type="directory") # Use JobStep to define a training phase, and use OBS to store the output. job_step = wf.steps.JobStep( name="training_job", # Name of a training phase.

          Help > ModelArts > ModelArts User Guide (Standard) > Using Workflows for Low-Code AI Development > Workflow Development Command Reference > Creating a Multi-Branch Workflow
        • Querying Details About a Dataset - ModelArts

          Querying Details About a Dataset - ModelArts

          Currently, only the value 0 is supported, indicating that the OBS file size is limited. import_data Boolean Whether to import data.

          Help > ModelArts > API Reference > Historical APIs > Data Management (Old Version)
        • Deploying a Local Service for Debugging - ModelArts

          Deploying a Local Service for Debugging - ModelArts

          Deploying the predictor in Deploying a Real-Time Service is to deploy the model file stored in OBS to the container provided by the Service Deployment module. The environment specifications (such as CPU and GPU specifications) are determined by configs parameters of predictor.

          Help > ModelArts > SDK Reference > Service Management
        • Which AI Frameworks Does ModelArts Support? - ModelArts

          Which AI Frameworks Does ModelArts Support? - ModelArts

          Supported AI Engines for ModelArts Inference If you import a model from a template or OBS to create an AI application, the following AI engines and versions are supported.

          Help > ModelArts > FAQs > General Issues
        • Horovod/MPI/MindSpore-GPU - ModelArts

          Horovod/MPI/MindSpore-GPU - ModelArts

          OPENMPI_HOST_FILE_PATH} \ -mca plm_rsh_args "-p ${SSHD_PORT}" \ -tune ${TUNE_ENV_FILE} \ ${OPENMPI_BIND_ARGS} \ ${OPENMPI_X_ARGS} \ ${OPENMPI_MCA_ARGS} \ ${OPENMPI_EXTRA_ARGS} \ python /home/ma-user/user-job-dir/gpu-train/train.py --datasets=obs

          Help > ModelArts > Image Management > Using a Preset Image > Training Base Image > Starting Training with a Preset Image
        • Overview - ModelArts

          Overview - ModelArts

          Pay-per-use Yearly/Monthly Creating an OBS bucket is free of charge. You pay only for the storage capacity and duration you actually use. For details, see Object Storage Price Calculator.

          Help > ModelArts > Billing
        • Starting Intelligent Tasks - ModelArts

          Starting Intelligent Tasks - ModelArts

          The options are as follows: DIR: Data is exported to OBS (default value).

          Help > ModelArts > API Reference > Historical APIs > Data Management (Old Version)
        • Publishing a Free Algorithm - ModelArts

          Publishing a Free Algorithm - ModelArts

          When creating an algorithm, ensure that the names of files and folders in the OBS bucket where the algorithm code is stored are unique. Otherwise, the algorithm may fail to be published. If the algorithm is published, the code fails to be opened.

          Help > ModelArts > ModelArts User Guide (AI Gallery) > Publish & Share
        • Supported AI Frameworks in ModelArts Standard - ModelArts

          Supported AI Frameworks in ModelArts Standard - ModelArts

          Supported AI Engines for Inference If you import a preset image from a template or OBS to create a model, you can select the AI engines and versions in the table below.

          Help > ModelArts > Service Overview > Functions > ModelArts Standard Functions
        • Importing a Meta Model from a Container Image - ModelArts

          Importing a Meta Model from a Container Image - ModelArts

          Prerequisites The OBS directory you use and ModelArts are in the same region. Procedure Log in to the ModelArts console and choose Model Management in the navigation pane on the left. Click Create Model. Configure parameters. Set basic information about the model.

          Help > ModelArts > ModelArts User Guide (Standard) > Using ModelArts Standard to Deploy Models for Inference and Prediction > Creating a Model
        • Updating Service Configurations - ModelArts

          Updating Service Configurations - ModelArts

          OBS path to the output data of a batch job instance_count Yes Integer Common parameter. Number of instances deployed in a model. The maximum number of instances is 128.

          Help > ModelArts > API Reference > Service Management
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