account_id: &ACCOUNT_ID <set-$ACCOUNT_ID-in-environment>
region: &REGION <set-$REGION-in-environment>
base_framework: &BASE_FRAMEWORK pytorch
framework: &FRAMEWORK !join [ "huggingface_", *BASE_FRAMEWORK]
version: &VERSION 1.13.0
short_version: &SHORT_VERSION "1.13"
contributor: huggingface
arch_type: x86

repository_info:
  training_repository: &TRAINING_REPOSITORY
    image_type: &TRAINING_IMAGE_TYPE training
    root: !join [ "huggingface/", *BASE_FRAMEWORK, "/", *TRAINING_IMAGE_TYPE ]
    repository_name: &REPOSITORY_NAME !join ["pr", "-", "huggingface", "-", *BASE_FRAMEWORK, "-", *TRAINING_IMAGE_TYPE, "-", "neuronx"]
    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
    deep_learning_container:
      source: ../../../src/deep_learning_container.py
      target: deep_learning_container.py

images:
  BuildNeuronHFPytorchPy38TrainingDockerImage:
    <<: *TRAINING_REPOSITORY
    build: &HUGGINGFACE_PYTORCH_INF_TRAINING_PY3 false
    image_size_baseline: 14000
    device_type: &DEVICE_TYPE neuronx
    python_version: &DOCKER_PYTHON_VERSION py3
    tag_python_version: &TAG_PYTHON_VERSION py38
    neuron_sdk_version: &NEURON_SDK_VERSION sdk2.9.1
    os_version: &OS_VERSION ubuntu20.04
    transformers_version: &TRANSFORMERS_VERSION 4.28.1
    datasets_version: &DATASETS_VERSION 2.12.0
    tag: !join [ *VERSION, '-', 'transformers', *TRANSFORMERS_VERSION, '-', *DEVICE_TYPE, '-', *TAG_PYTHON_VERSION,"-", *NEURON_SDK_VERSION, '-', *OS_VERSION ]
    docker_file: !join [ docker/, *SHORT_VERSION, /, *DOCKER_PYTHON_VERSION, /, *NEURON_SDK_VERSION, /Dockerfile., *DEVICE_TYPE ]
    context:
      <<: *TRAINING_CONTEXT