account_id: &ACCOUNT_ID <set-$ACCOUNT_ID-in-environment>
region: &REGION <set-$REGION-in-environment>
framework: &FRAMEWORK pytorch
version: &VERSION 2.0.0
short_version: &SHORT_VERSION "2.0"
arch_type: x86

repository_info:
  training_repository: &TRAINING_REPOSITORY
    image_type: &TRAINING_IMAGE_TYPE training
    root: !join [ *FRAMEWORK, "/", *TRAINING_IMAGE_TYPE ]
    repository_name: &REPOSITORY_NAME !join [pr, "-", *FRAMEWORK, "-", *TRAINING_IMAGE_TYPE]
    repository: &REPOSITORY !join [ *ACCOUNT_ID, .dkr.ecr., *REGION, .amazonaws.com/, *REPOSITORY_NAME ]

context:
  training_context: &TRAINING_CONTEXT
    changehostname:
      source: docker/build_artifacts/changehostname.c
      target: changehostname.c
    start_with_right_hostname:
      source: docker/build_artifacts/start_with_right_hostname.sh
      target: start_with_right_hostname.sh
    example_mnist_file:
      source: docker/build_artifacts/mnist.py
      target: mnist.py
    deep_learning_container:
      source: ../../src/deep_learning_container.py
      target: deep_learning_container.py

images:
  BuildEC2CPUPTTrainPy3DockerImage:
    <<: *TRAINING_REPOSITORY
    build: &PYTORCH_CPU_TRAINING_PY3 false
    image_size_baseline: 6500
    device_type: &DEVICE_TYPE cpu
    python_version: &DOCKER_PYTHON_VERSION py3
    tag_python_version: &TAG_PYTHON_VERSION py310
    os_version: &OS_VERSION ubuntu20.04
    tag: !join [ "2.0.1", "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *OS_VERSION, "-ec2" ]
    docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /Dockerfile., *DEVICE_TYPE ]
    target: ec2
    context:
      <<: *TRAINING_CONTEXT
  BuildEC2GPUPTTrainPy3DockerImage:
    <<: *TRAINING_REPOSITORY
    build: &PYTORCH_GPU_TRAINING_PY3 false
    image_size_baseline: 19700
    device_type: &DEVICE_TYPE gpu
    python_version: &DOCKER_PYTHON_VERSION py3
    tag_python_version: &TAG_PYTHON_VERSION py310
    cuda_version: &CUDA_VERSION cu118
    os_version: &OS_VERSION ubuntu20.04
    tag: !join [ "2.0.1", "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *CUDA_VERSION, "-", *OS_VERSION, "-ec2" ]
    docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /, *CUDA_VERSION, /Dockerfile.,
                         *DEVICE_TYPE ]
    target: ec2
    context:
      <<: *TRAINING_CONTEXT
  # BuildSageMakerCPUPTTrainPy3DockerImage:
  #   <<: *TRAINING_REPOSITORY
  #   build: &PYTORCH_CPU_TRAINING_PY3 false
  #   image_size_baseline: 6200
  #   device_type: &DEVICE_TYPE cpu
  #   python_version: &DOCKER_PYTHON_VERSION py3
  #   tag_python_version: &TAG_PYTHON_VERSION py310
  #   os_version: &OS_VERSION ubuntu20.04
  #   tag: !join [ *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *OS_VERSION, "-sagemaker" ]
  #   docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /Dockerfile., *DEVICE_TYPE ]
  #   target: sagemaker
  #   context:
  #     <<: *TRAINING_CONTEXT
  # BuildSageMakerGPUPTTrainPy3DockerImage:
  #   <<: *TRAINING_REPOSITORY
  #   build: &PYTORCH_GPU_TRAINING_PY3 false
  #   image_size_baseline: 21500
  #   device_type: &DEVICE_TYPE gpu
  #   python_version: &DOCKER_PYTHON_VERSION py3
  #   tag_python_version: &TAG_PYTHON_VERSION py310
  #   cuda_version: &CUDA_VERSION cu118
  #   os_version: &OS_VERSION ubuntu20.04
  #   tag: !join [ *VERSION, "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *CUDA_VERSION, "-", *OS_VERSION, "-sagemaker" ]
  #   docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /, *CUDA_VERSION, /Dockerfile.,
  #                        *DEVICE_TYPE ]
  #   target: sagemaker
  #   context:
  #     <<: *TRAINING_CONTEXT
  BuildPyTorchExampleGPUTrainPy3DockerImage:
    <<: *TRAINING_REPOSITORY
    build: &PYTORCH_GPU_TRAINING_PY3 false
    image_size_baseline: 19700
    base_image_name: BuildEC2GPUPTTrainPy3DockerImage
    device_type: &DEVICE_TYPE gpu
    python_version: &DOCKER_PYTHON_VERSION py3
    tag_python_version: &TAG_PYTHON_VERSION py310
    cuda_version: &CUDA_VERSION cu118
    os_version: &OS_VERSION ubuntu20.04
    tag: !join [ "2.0.1", "-", *DEVICE_TYPE, "-", *TAG_PYTHON_VERSION, "-", *CUDA_VERSION, "-", *OS_VERSION,
                 "-ec2-example" ]
    docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /example, /Dockerfile., *DEVICE_TYPE ]
    context:
      <<: *TRAINING_CONTEXT