Configuration information for the Ray cluster.
For experimental launch, Ray cluster creation and Persistent
cluster creation are 1:1 mapping: We will provision all the nodes within the
Persistent cluster as Ray nodes.
Protobuf type google.cloud.aiplatform.v1beta1.RaySpec
Optional. Required if image_uri is not set. A map of resource_pool_id to
prebuild Ray image if user need to use different images for different
head/worker pools. This map needs to cover all the resource pool ids.
Example:
{
"ray_head_node_pool": "head image"
"ray_worker_node_pool1": "worker image"
"ray_worker_node_pool2": "another worker image"
}
Optional. This will be used to indicate which resource pool will serve as
the Ray head node(the first node within that pool). Will use the machine
from the first workerpool as the head node by default if this field is not
set.
Optional. This will be used to indicate which resource pool will serve as
the Ray head node(the first node within that pool). Will use the machine
from the first workerpool as the head node by default if this field is not
set.
Optional. Default image for user to choose a preferred ML framework(e.g.
tensorflow or Pytorch) by choosing from Vertex prebuild
images(https://cloud.google.com/vertex-ai/docs/training/pre-built-containers).
Either this or the resource_pool_images is required. Use this field if
you need all the resource pools to have the same Ray image, Otherwise, use
the {@code resource_pool_images} field.
Optional. Default image for user to choose a preferred ML framework(e.g.
tensorflow or Pytorch) by choosing from Vertex prebuild
images(https://cloud.google.com/vertex-ai/docs/training/pre-built-containers).
Either this or the resource_pool_images is required. Use this field if
you need all the resource pools to have the same Ray image, Otherwise, use
the {@code resource_pool_images} field.
Optional. Required if image_uri is not set. A map of resource_pool_id to
prebuild Ray image if user need to use different images for different
head/worker pools. This map needs to cover all the resource pool ids.
Example:
{
"ray_head_node_pool": "head image"
"ray_worker_node_pool1": "worker image"
"ray_worker_node_pool2": "another worker image"
}
Optional. Required if image_uri is not set. A map of resource_pool_id to
prebuild Ray image if user need to use different images for different
head/worker pools. This map needs to cover all the resource pool ids.
Example:
{
"ray_head_node_pool": "head image"
"ray_worker_node_pool1": "worker image"
"ray_worker_node_pool2": "another worker image"
}
Optional. Required if image_uri is not set. A map of resource_pool_id to
prebuild Ray image if user need to use different images for different
head/worker pools. This map needs to cover all the resource pool ids.
Example:
{
"ray_head_node_pool": "head image"
"ray_worker_node_pool1": "worker image"
"ray_worker_node_pool2": "another worker image"
}
Optional. Required if image_uri is not set. A map of resource_pool_id to
prebuild Ray image if user need to use different images for different
head/worker pools. This map needs to cover all the resource pool ids.
Example:
{
"ray_head_node_pool": "head image"
"ray_worker_node_pool1": "worker image"
"ray_worker_node_pool2": "another worker image"
}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-01-28 UTC."],[],[]]
