Class: AWSCDK::CodeBuild::LinuxGpuBuildImage

Inherits:
Jsii::Object
  • Object
show all
Includes:
IBindableBuildImage
Defined in:
code_build/linux_gpu_build_image.rb

Overview

A CodeBuild GPU image running Linux.

This class has public constants that represent the most popular GPU images from AWS Deep Learning Containers.

See Also:

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(*args) ⇒ LinuxGpuBuildImage

Returns a new instance of LinuxGpuBuildImage.

Raises:

  • (NoMethodError) 


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# File 'code_build/linux_gpu_build_image.rb', line 13

def initialize(*args)
  raise NoMethodError, "aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage does not have a visible constructor; use the provided factory methods"
end

Class Method Details

.aws_deep_learning_containers_image(repository_name, tag, account = nil) ⇒ AWSCDK::CodeBuild::IBuildImage

Returns a Linux GPU build image from AWS Deep Learning Containers.

Parameters:

  • repository_name (String) —

    the name of the repository, for example "pytorch-inference".

  • tag (String) —

    the tag of the image, for example "1.5.0-gpu-py36-cu101-ubuntu16.04".

  • account (String, nil) (defaults to: nil) —

    the AWS account ID where the DLC repository for this region is hosted in.

Returns:

See Also:



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# File 'code_build/linux_gpu_build_image.rb', line 36

def self.aws_deep_learning_containers_image(repository_name, tag,  = nil)
  Jsii::Type.check_type(repository_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "repositoryName")
  Jsii::Type.check_type(tag, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "tag")
  Jsii::Type.check_type(, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "account") unless .nil?
  Jsii::Kernel.instance.call_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "awsDeepLearningContainersImage", [repository_name, tag, ])
end

.DLC_MXNET_1_4_1 ⇒ AWSCDK::CodeBuild::IBuildImage

MXNet 1.4.1 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 61

def self.DLC_MXNET_1_4_1()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_MXNET_1_4_1")
end

.DLC_MXNET_1_6_0 ⇒ AWSCDK::CodeBuild::IBuildImage

MXNet 1.6.0 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 68

def self.DLC_MXNET_1_6_0()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_MXNET_1_6_0")
end

.DLC_PYTORCH_1_2_0 ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.2.0 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 75

def self.DLC_PYTORCH_1_2_0()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_2_0")
end

.DLC_PYTORCH_1_3_1 ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.3.1 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 82

def self.DLC_PYTORCH_1_3_1()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_3_1")
end

.DLC_PYTORCH_1_4_0_INFERENCE ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.4.0 GPU inference image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 89

def self.DLC_PYTORCH_1_4_0_INFERENCE()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_4_0_INFERENCE")
end

.DLC_PYTORCH_1_4_0_TRAINING ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.4.0 GPU training image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 96

def self.DLC_PYTORCH_1_4_0_TRAINING()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_4_0_TRAINING")
end

.DLC_PYTORCH_1_5_0_INFERENCE ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.5.0 GPU inference image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 103

def self.DLC_PYTORCH_1_5_0_INFERENCE()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_5_0_INFERENCE")
end

.DLC_PYTORCH_1_5_0_TRAINING ⇒ AWSCDK::CodeBuild::IBuildImage

PyTorch 1.5.0 GPU training image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 110

def self.DLC_PYTORCH_1_5_0_TRAINING()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_PYTORCH_1_5_0_TRAINING")
end

.DLC_TENSORFLOW_1_14_0 ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 1.14.0 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 117

def self.DLC_TENSORFLOW_1_14_0()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_1_14_0")
end

.DLC_TENSORFLOW_1_15_0 ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 1.15.0 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 124

def self.DLC_TENSORFLOW_1_15_0()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_1_15_0")
end

.DLC_TENSORFLOW_1_15_2_INFERENCE ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 1.15.2 GPU inference image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 131

def self.DLC_TENSORFLOW_1_15_2_INFERENCE()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_1_15_2_INFERENCE")
end

.DLC_TENSORFLOW_1_15_2_TRAINING ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 1.15.2 GPU training image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 138

def self.DLC_TENSORFLOW_1_15_2_TRAINING()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_1_15_2_TRAINING")
end

.DLC_TENSORFLOW_2_0_0 ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 2.0.0 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 145

def self.DLC_TENSORFLOW_2_0_0()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_2_0_0")
end

.DLC_TENSORFLOW_2_0_1 ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 2.0.1 GPU image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 152

def self.DLC_TENSORFLOW_2_0_1()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_2_0_1")
end

.DLC_TENSORFLOW_2_1_0_INFERENCE ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 2.1.0 GPU inference image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 159

def self.DLC_TENSORFLOW_2_1_0_INFERENCE()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_2_1_0_INFERENCE")
end

.DLC_TENSORFLOW_2_1_0_TRAINING ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 2.1.0 GPU training image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 166

def self.DLC_TENSORFLOW_2_1_0_TRAINING()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_2_1_0_TRAINING")
end

.DLC_TENSORFLOW_2_2_0_TRAINING ⇒ AWSCDK::CodeBuild::IBuildImage

Tensorflow 2.2.0 GPU training image from AWS Deep Learning Containers.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 173

def self.DLC_TENSORFLOW_2_2_0_TRAINING()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "DLC_TENSORFLOW_2_2_0_TRAINING")
end

.from_ecr_repository(repository, tag = nil) ⇒ AWSCDK::CodeBuild::IBuildImage

Returns a GPU image running Linux from an ECR repository.

NOTE: if the repository is external (i.e. imported), then we won't be able to add a resource policy statement for it so CodeBuild can pull the image.

Parameters:

  • repository (AWSCDK::ECR::IRepository) —

    The ECR repository.

  • tag (String, nil) (defaults to: nil) —

    Image tag (default "latest").

Returns:

See Also:



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# File 'code_build/linux_gpu_build_image.rb', line 52

def self.from_ecr_repository(repository, tag = nil)
  Jsii::Type.check_type(repository, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5hd3NfZWNyLklSZXBvc2l0b3J5In0=")), "repository")
  Jsii::Type.check_type(tag, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "tag") unless tag.nil?
  Jsii::Kernel.instance.call_static("aws-cdk-lib.aws_codebuild.LinuxGpuBuildImage", "fromEcrRepository", [repository, tag])
end

.jsii_overridable_methods ⇒ Object 



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# File 'code_build/linux_gpu_build_image.rb', line 17

def self.jsii_overridable_methods
  {
    :default_compute_type => { kind: :property, name: "defaultComputeType", is_optional: false },
    :image_id => { kind: :property, name: "imageId", is_optional: false },
    :type => { kind: :property, name: "type", is_optional: false },
    :image_pull_principal_type => { kind: :property, name: "imagePullPrincipalType", is_optional: true },
    :bind => { kind: :method, name: "bind", is_optional: false },
    :run_script_buildspec => { kind: :method, name: "runScriptBuildspec", is_optional: false },
    :validate => { kind: :method, name: "validate", is_optional: false },
  }
end

Instance Method Details

#bind(scope, project, _options) ⇒ AWSCDK::CodeBuild::BuildImageConfig

Function that allows the build image access to the construct tree.

Parameters:

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 211

def bind(scope, project, _options)
  Jsii::Type.check_type(scope, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJjb25zdHJ1Y3RzLkNvbnN0cnVjdCJ9")), "scope")
  Jsii::Type.check_type(project, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5hd3NfY29kZWJ1aWxkLklQcm9qZWN0In0=")), "project")
  _options = _options.is_a?(Hash) ? ::AWSCDK::CodeBuild::BuildImageBindOptions.new(**_options.transform_keys(&:to_sym)) : _options
  Jsii::Type.check_type(_options, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5hd3NfY29kZWJ1aWxkLkJ1aWxkSW1hZ2VCaW5kT3B0aW9ucyJ9")), "_options")
  jsii_call_method("bind", [scope, project, _options])
end

#default_compute_type ⇒ AWSCDK::CodeBuild::ComputeType

The default ComputeType to use with this image, if one was not specified in BuildEnvironment#computeType explicitly.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 180

def default_compute_type()
  jsii_get_property("defaultComputeType")
end

#image_id ⇒ String

The Docker image identifier that the build environment uses.

Returns:

  • (String) 


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# File 'code_build/linux_gpu_build_image.rb', line 187

def image_id()
  jsii_get_property("imageId")
end

#image_pull_principal_type ⇒ AWSCDK::CodeBuild::ImagePullPrincipalType?

The type of principal that CodeBuild will use to pull this build Docker image.

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 201

def image_pull_principal_type()
  jsii_get_property("imagePullPrincipalType")
end

#run_script_buildspec(entrypoint) ⇒ AWSCDK::CodeBuild::BuildSpec

Make a buildspec to run the indicated script.

Parameters:

  • entrypoint (String)

Returns:



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# File 'code_build/linux_gpu_build_image.rb', line 223

def run_script_buildspec(entrypoint)
  Jsii::Type.check_type(entrypoint, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "entrypoint")
  jsii_call_method("runScriptBuildspec", [entrypoint])
end

#type ⇒ String

The type of build environment.

Returns:

  • (String) 


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# File 'code_build/linux_gpu_build_image.rb', line 194

def type()
  jsii_get_property("type")
end

#validate(build_environment) ⇒ Array<String>

Allows the image a chance to validate whether the passed configuration is correct.

Parameters:

Returns:

  • (Array<String>) 


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# File 'code_build/linux_gpu_build_image.rb', line 232

def validate(build_environment)
  build_environment = build_environment.is_a?(Hash) ? ::AWSCDK::CodeBuild::BuildEnvironment.new(**build_environment.transform_keys(&:to_sym)) : build_environment
  Jsii::Type.check_type(build_environment, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5hd3NfY29kZWJ1aWxkLkJ1aWxkRW52aXJvbm1lbnQifQ==")), "buildEnvironment")
  jsii_call_method("validate", [build_environment])
end