gpu

package
v0.0.0-...-e8de369 Latest Latest
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Published: Jun 21, 2018 License: Apache-2.0 Imports: 5 Imported by: 0

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Constants

View Source
const (
	// ResourceNvidiaGPU is the name of the Nvidia GPU resource.
	ResourceNvidiaGPU = "nvidia.com/gpu"
	// GPULabel is the label added to nodes with GPU resource on GKE.
	GPULabel = "cloud.google.com/gke-accelerator"
	// DefaultGPUType is the type of GPU used in NAP if the user
	// don't specify what type of GPU his pod wants.
	DefaultGPUType = "nvidia-tesla-k80"
)

Variables

This section is empty.

Functions

func FilterOutNodesWithUnreadyGpus

func FilterOutNodesWithUnreadyGpus(allNodes, readyNodes []*apiv1.Node) ([]*apiv1.Node, []*apiv1.Node)

FilterOutNodesWithUnreadyGpus removes nodes that should have GPU, but don't have it in allocatable from ready nodes list and updates their status to unready on all nodes list. This is a hack/workaround for nodes with GPU coming up without installed drivers, resulting in GPU missing from their allocatable and capacity.

func GetGpuRequests

func GetGpuRequests(pods []*apiv1.Pod) map[string]GpuRequestInfo

GetGpuRequests returns a GpuRequestInfo for each type of GPU requested by any pod in pods argument. If the pod requests GPU, but doesn't specify what type of GPU it wants (via NodeSelector) it assumes it's DefaultGPUType.

func GetNodeTargetGpus

func GetNodeTargetGpus(node *apiv1.Node, nodeGroup cloudprovider.NodeGroup) (gpuType string, gpuCount int64, error errors.AutoscalerError)

GetNodeTargetGpus returns the number of gpus on a given node. This includes gpus which are not yet ready to use and visible in kubernetes.

func NodeHasGpu

func NodeHasGpu(node *apiv1.Node) bool

NodeHasGpu returns true if a given node has GPU hardware. The result will be true if there is hardware capability. It doesn't matter if the drivers are installed and GPU is ready to use.

func PodRequestsGpu

func PodRequestsGpu(pod *apiv1.Pod) bool

PodRequestsGpu returns true if a given pod has GPU request.

Types

type GpuRequestInfo

type GpuRequestInfo struct {
	// MaxRequest is maximum GPU request among pods
	MaxRequest resource.Quantity
	// Pods is a list of pods requesting GPU
	Pods []*apiv1.Pod
	// SystemLabels is a set of system labels corresponding to selected GPU
	// that needs to be passed to cloudprovider
	SystemLabels map[string]string
}

GpuRequestInfo contains an information about a set of pods requesting a GPU.

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