云容器实例 CCI-创建TFJob:请求消息

时间:2024-11-06 15:35:37

请求消息

请求参数

请求参数的详细描述请参见表154

请求示例:

{
    "apiVersion": "kubeflow.org/v1",
    "kind": "TFJob",
    "metadata": {
        "name": "tfjob-test"
    },
    "spec": {
        "backoffLimit": 6,
        "tfReplicaSpecs": {
            "Ps": {
                "replicas": 1,
                "template": {
                    "spec": {
                        "containers": [
                            {
                                "args": [
                                    "python",
                                    "/opt/tf-benchmarks/scripts/tf_cnn_benchmarks/tf_cnn_benchmarks.py",
                                    "--batch_size=1",
                                    "--model=resnet50",
                                    "--variable_update=parameter_server",
                                    "--flush_stdout=true",
                                    "--num_gpus=1",
                                    "--local_parameter_device=cpu",
                                    "--device=cpu",
                                    "--data_format=NHWC"
                                ],
                                "image": "*.*.*.215:20202/cci/tf-benchmarks-cpu:v1",
                                "name": "tensorflow",
                                "ports": [
                                    {
                                        "containerPort": 2222,
                                        "name": "tfjob-port"
                                    }
                                ],
                                "resources": {
                                    "limits": {
                                        "cpu": "2",
                                        "memory": "4Gi"
                                    },
                                    "requests": {
                                        "cpu": "2",
                                        "memory": "4Gi"
                                    }
                                }
                            }
                        ],
                        "restartPolicy": "OnFailure",
                        "imagePullSecrets": [
                            {
                                "name": "imagepull-secret"
                            }
                        ]
                    }
                }
            },
            "Worker": {
                "replicas": 1,
                "template": {
                    "spec": {
                        "containers": [
                            {
                                "args": [
                                    "python",
                                    "/opt/tf-benchmarks/scripts/tf_cnn_benchmarks/tf_cnn_benchmarks.py",
                                    "--batch_size=1",
                                    "--model=resnet50",
                                    "--variable_update=parameter_server",
                                    "--flush_stdout=true",
                                    "--local_parameter_device=cpu",
                                    "--device=cpu",
                                    "--data_format=NHWC"
                                ],
                                "image": "*.*.*.215:20202/cci/tf-benchmarks-cpu:v1",
                                "name": "tensorflow",
                                "ports": [
                                    {
                                        "containerPort": 2222,
                                        "name": "tfjob-port"
                                    }
                                ],
                                "resources": {
                                    "limits": {
                                        "cpu": "2",
                                        "memory": "4Gi"
                                    },
                                    "requests": {
                                        "cpu": "2",
                                        "memory": "4Gi"
                                    }
                                }
                            }
                        ],
                        "restartPolicy": "OnFailure",
                        "imagePullSecrets": [
                            {
                                "name": "imagepull-secret"
                            }
                        ]
                    }
                }
            }
        }
    }
}
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