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Jul 2, 2024
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Classical ML 2024.5.0 #201

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18 changes: 12 additions & 6 deletions classical-ml/README.md
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Expand Up @@ -10,14 +10,16 @@ The images below include [Intel® Extension for Scikit-learn*] and [XGBoost*].

| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
| ------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
| `2024.3.0-pip-base`, `latest` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.2.0-xgboost-2.0.3-pip-base`, `latest` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.5.0-pip-base`, `latest` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
| `2024.3.0-pip-base` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.2.0-xgboost-2.0.3-pip-base` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
| `scikit-learning-2024.0.0-xgboost-2.0.2-pip-base` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |

The images below additionally include [Jupyter Notebook](https://jupyter.org/) server:

| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
| ---------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
| `2024.5.0-pip-jupyter` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
| `2024.3.0-pip-jupyter` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.2.0-xgboost-2.0.3-pip-jupyter` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
| `scikit-learning-2024.0.0-xgboost-2.0.2-pip-jupyter` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |
Expand All @@ -41,15 +43,15 @@ The images below include [Intel® Distribution for Python*]:

| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
| ------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
| `2024.3.0-idp-base` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.3.0-idp-base` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
| `2024.2.0-xgboost-2.0.3-idp-base` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
| `scikit-learning-2024.0.0-xgboost-2.0.2-idp-base` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |

The images below additionally include [Jupyter Notebook](https://jupyter.org/) server:

| Tag(s) | Intel SKLearn | Scikit-learn | XGBoost | Dockerfile |
| ---------------------------------------------------- | -------------- | ------------ | -------- | --------------- |
| `2024.3.0-idp-jupyter` | [v2024.3.0] | [v1.4.2] | [v2.0.3] | [v0.4.0-Beta] |
| `2024.3.0-idp-jupyter` | [v2024.5.0] | [v1.5.0] | [v2.1.0] | [v0.4.0] |
| `2024.2.0-xgboost-2.0.3-idp-jupyter` | [v2024.2.0] | [v1.4.1] | [v2.0.3] | [v0.4.0-Beta] |
| `scikit-learning-2024.0.0-xgboost-2.0.2-idp-jupyter` | [v2024.0.0] | [v1.3.2] | [v2.0.2] | [v0.3.4] |

Expand Down Expand Up @@ -87,16 +89,20 @@ It is the image user's responsibility to ensure that any use of The images below
[Scikit-learn*]: https://scikit-learn.org/stable/
[XGBoost*]: https://github.com/dmlc/xgboost

[v2024.5.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.5.0
[v2024.3.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.3.0
[v2024.2.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.2.0
[v2024.0.0]: https://github.com/intel/scikit-learn-intelex/releases/tag/2024.0.0

[v1.5.0]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.5.0
[v1.4.2]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.4.2
[v1.4.1]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.4.1
[v1.3.2]: https://github.com/scikit-learn/scikit-learn/releases/tag/1.3.2

[v2.1.0]: https://github.com/dmlc/xgboost/releases/tag/v2.1.0
[v2.0.3]: https://github.com/dmlc/xgboost/releases/tag/v2.0.3
[v2.0.2]: https://github.com/dmlc/xgboost/releases/tag/v2.0.2

[v0.4.0-Beta]: https://github.com/intel/ai-containers/blob/v0.4.0-Beta/tensorflow/Dockerfile
[v0.3.4]: https://github.com/intel/ai-containers/blob/v0.3.4/tensorflow/Dockerfile
[v0.4.0]: https://github.com/intel/ai-containers/blob/v0.4.0/classical-ml/Dockerfile
[v0.4.0-Beta]: https://github.com/intel/ai-containers/blob/v0.4.0-Beta/classical-ml/Dockerfile
[v0.3.4]: https://github.com/intel/ai-containers/blob/v0.3.4/classical-ml/Dockerfile
4 changes: 2 additions & 2 deletions classical-ml/docker-compose.yaml
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Expand Up @@ -46,7 +46,7 @@ services:
bash -c "python -c 'import sklearnex, sklearn; import xgboost as xgb; print(\"Scikit version:\", sklearn.__version__, \"\\nXGBoost version:\", xgb.__version__)'"
depends_on:
- ${PACKAGE_OPTION:-pip}
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
pull_policy: always
jupyter:
build:
Expand All @@ -62,5 +62,5 @@ services:
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
extends: ml-base
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-jupyter
image: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-jupyter
network_mode: host
10 changes: 5 additions & 5 deletions classical-ml/tests/tests.yaml
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Expand Up @@ -14,25 +14,25 @@

---
classical-ml-import-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
cmd: python -c "from sklearnex import patch_sklearn; patch_sklearn();import xgboost as xgb; print(xgb.__version__)"
classical-ml-import-${PACKAGE_OPTION:-pip}-jupyter:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-jupyter
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-jupyter
cmd: sh -c "python -m jupyter --version"
classical-ml-base-${PACKAGE_OPTION:-pip}-sklearn:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
cmd: bash /tests/sklearn.sh
volumes:
- src: $PWD/classical-ml/tests
dst: /tests
classical-ml-base-${PACKAGE_OPTION:-pip}-xgboost:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
cmd: bash /tests/xgboost.sh
volumes:
- src: $PWD/classical-ml/tests
dst: /tests
classical-ml-performance-${PACKAGE_OPTION:-pip}:
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.3.0}-xgboost-${XGBOOST_VERSION:-2.0.3}-base
img: ${REGISTRY}/${REPO}:b-${GITHUB_RUN_NUMBER:-0}-${BASE_IMAGE_NAME:-ubuntu}-${BASE_IMAGE_TAG:-22.04}-${PACKAGE_OPTION:-pip}-py${PYTHON_VERSION:-3.10}-scikit-learn-${SCIKIT_VERSION:-2024.5.0}-xgboost-${XGBOOST_VERSION:-2.1.0}-base
cmd: python /tests/performance.py
volumes:
- src: $PWD/classical-ml/tests
Expand Down