AI开发平台MODELARTS-创建训练作业:请求示例

时间：2024-11-22 17:41:05

AI开发平台MODELARTS 训练作业

请求示例

如下以创建名为“TestModelArtsJob”，描述为“This is a ModelArts job”为例。

POST    https://endpoint/v1/{project_id}/training-jobs
{
    "job_name": "TestModelArtsJob",
    "job_desc": "This is a ModelArts job",
    "workspace_id": "af261af2218841ec960b01ab3cf1a5fa",
    "config": {
        "worker_server_num": 1,
        "app_url": "/usr/app/",
        "boot_file_url": "/usr/app/boot.py",
        "parameter": [
            {
                "label": "learning_rate",
                "value": "0.01"
            },
            {
                "label": "batch_size",
                "value": "32"
            }
        ],
        "dataset_id": "38277e62-9e59-48f4-8d89-c8cf41622c24",
        "dataset_version_id": "2ff0d6ba-c480-45ae-be41-09a8369bfc90",
        "spec_id": 1,
        "engine_id": 1,
        "train_url": "/usr/train/",
        "log_url": "/usr/log/",
        "model_id": 1,
        "pool_id": "testpool"
    }
}

如下以创建名为“TestModelArtsJob2”，创建自定义镜像训练。

POST    https://endpoint/v1/{project_id}/training-jobs
{
    "job_name": "TestModelArtsJob2",
    "job_desc": "This is a ModelArts job",
    "workspace_id": "af261af2218841ec960b01ab3cf1a5fa",
    "config": {
        "worker_server_num": 1,
        "data_url": "/usr/data/",
        "app_url": "/usr/app/",
        "boot_file_url": "/usr/app/boot.py",
        "parameter": [
            {
                "label": "CUSTOM_PA RAM 1",
                "value": "1"
            }
        ],
        "spec_id": 1,
        "user_command": "bash -x /home/work/run_train.sh python /home/work/user-job-dir/app/mnist/mnist_softmax.py --data_url /home/work/user-job-dir/app/mnist_data",
        "user_image_url": "100.125.5.235:20202/jobmng/custom-cpu-base:1.0",
        "train_url": "/usr/train/",
        "log_url": "/usr/log/",
        "model_id": 1,
        "pool_id": "testpool",
        "engine_id": 1 
    }
}

如下以创建名为“TestModelArtsJob3”，创建使用存储卷的训练。

POST    https://endpoint/v1/{project_id}/training-jobs
{
    "job_name": "TestModelArtsJob3",
    "job_desc": "This is a ModelArts job",
    "workspace_id": "af261af2218841ec960b01ab3cf1a5fa",
    "config": {
        "worker_server_num": 1,
        "app_url": "/usr/app/",
        "boot_file_url": "/usr/app/boot.py",
        "parameter": [
            {
                "label": "learning_rate",
                "value": "0.01"
            },
            {
                "label": "batch_size",
                "value": "32"
            }
        ],
        "dataset_id": "38277e62-9e59-48f4-8d89-c8cf41622c24",
        "dataset_version_id": "2ff0d6ba-c480-45ae-be41-09a8369bfc90",
        "spec_id": 1,
        "engine_id": 1,
        "train_url": "/usr/train/",
        "log_url": "/usr/log/",
        "model_id": 1,
        "pool_id": "testpool",
        "volumes": [
            {
                "nfs": {
                    "id": "43b37236-9afa-4855-8174-32254b9562e7",
                    "src_path": "192.168.8.150:/",
                    "dest_path": "/home/work/nas",
                    "read_only": false
                }
            },
            {
                "host_path": {
                    "src_path": "/root/work",
                    "dest_path": "/home/mind",
                    "read_only": false
                }
            }
        ]
    }
}

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