Class: Aws::SageMaker::Types::ComputeQuotaResourceConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Configuration of the resources used for the compute allocation definition.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#acceleratorsInteger

The number of accelerators to allocate. If you don't specify a value for vCPU and MemoryInGiB, SageMaker AI automatically allocates ratio-based values for those parameters based on the number of accelerators you provide. For example, if you allocate 16 out of 32 total accelerators, SageMaker AI uses the ratio of 0.5 and allocates values to vCPU and MemoryInGiB.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6231

class ComputeQuotaResourceConfig < Struct.new(
  :instance_type,
  :count,
  :accelerators,
  :v_cpu,
  :memory_in_gi_b)
  SENSITIVE = []
  include Aws::Structure
end

#countInteger

The number of instances to add to the instance group of a SageMaker HyperPod cluster.

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6231

class ComputeQuotaResourceConfig < Struct.new(
  :instance_type,
  :count,
  :accelerators,
  :v_cpu,
  :memory_in_gi_b)
  SENSITIVE = []
  include Aws::Structure
end

#instance_typeString

The instance type of the instance group for the cluster.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6231

class ComputeQuotaResourceConfig < Struct.new(
  :instance_type,
  :count,
  :accelerators,
  :v_cpu,
  :memory_in_gi_b)
  SENSITIVE = []
  include Aws::Structure
end

#memory_in_gi_bFloat

The amount of memory in GiB to allocate. If you specify a value only for this parameter, SageMaker AI automatically allocates a ratio-based value for vCPU based on this memory that you provide. For example, if you allocate 200 out of 400 total memory in GiB, SageMaker AI uses the ratio of 0.5 and allocates values to vCPU. Accelerators are set to 0.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6231

class ComputeQuotaResourceConfig < Struct.new(
  :instance_type,
  :count,
  :accelerators,
  :v_cpu,
  :memory_in_gi_b)
  SENSITIVE = []
  include Aws::Structure
end

#v_cpuFloat

The number of vCPU to allocate. If you specify a value only for vCPU, SageMaker AI automatically allocates ratio-based values for MemoryInGiB based on this vCPU parameter. For example, if you allocate 20 out of 40 total vCPU, SageMaker AI uses the ratio of 0.5 and allocates values to MemoryInGiB. Accelerators are set to 0.

Returns:

  • (Float)


6231
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6234
6235
6236
6237
6238
6239
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6231

class ComputeQuotaResourceConfig < Struct.new(
  :instance_type,
  :count,
  :accelerators,
  :v_cpu,
  :memory_in_gi_b)
  SENSITIVE = []
  include Aws::Structure
end