resource

Classes:

FixedResourceSlots	Available worker node compute resources that only indicate presence, not the amount that may be allocated.
ResourceSlots	Available compute resources on a worker node that are allocated to a job when it runs.
ResourceSpec	Job resource requirements.

class FixedResourceSlots

Available worker node compute resources that only indicate presence, not the amount that may be allocated. (e.g., “SSD is available or not available”)

Attributes:

SSD	Whether this target thas an SSD

SSD: bool

Whether this target thas an SSD

class ResourceSlots

Available compute resources on a worker node that are allocated to a job when it runs.

Attributes:

CPU	List of available CPU core numbers.
GPU	List of available GPU numbers.
RAM	List of available 8GB slots.

CPU: List[int]

List of available CPU core numbers. For example, if worker has 4 CPU cores allocated, is set to [0, 1, 2, 3].

GPU: List[int]

List of available GPU numbers. For example, if a worker has 2 GPUs, is set to [0, 1]. If a worker is configured with subset of GPUs, only that subset is listed here e.g., [1].

RAM: List[int]

List of available 8GB slots. For example, if a worker has 32GB of RAM, is set to [0, 1, 2, 3].

class ResourceSpec

Job resource requirements. Used to allocate compute resources for a job at queue time.

Attributes:

cpu	Number of required CPU cores
gpu	Number of required GPUs
ram	Number of 8GiB RAM slots
ssd	Whether an SSD is required for temporary storage.

cpu: int

Number of required CPU cores

gpu: int

Number of required GPUs

ram: int

Number of 8GiB RAM slots

ssd: bool

Whether an SSD is required for temporary storage.