sagemaker-distribution
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release: v0.14.0
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AWS CodeBuild CI Report
- CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
- Commit ID: b127290571cfe700569a23890cdc409675de88ba
- Result: FAILED
- Build Logs (available for 30 days)
Powered by github-codebuild-logs, available on the AWS Serverless Application Repository
Staleness Report: 0.14.0(gpu)
| Package | Current Version in the Distribution image | Latest Relevant Version in Upstream |
|---|---|---|
| ipython | 8.27.0 | 8.27.0 |
| jinja2 | 3.1.4 | 3.1.4 |
| ipywidgets | 7.8.4 | 7.8.4 |
| jupyterlab | 3.6.8 | 3.6.8 |
| numpy | 1.26.4 | 1.26.4 |
| pandas | 2.2.2 | 2.2.2 |
| boto3 | 1.35.16 | 1.35.16 |
| aws-glue-sessions | 1.0.7 | 1.0.7 |
| conda | 23.11.0 | 23.11.0 |
| keras | 2.15.0 | 2.15.0 |
| matplotlib | 3.9.2 | 3.9.2 |
| pip | 23.3.2 | 23.3.2 |
| scipy | 1.14.1 | 1.14.1 |
| scikit-learn | 1.5.2 | 1.5.2 |
| py-xgboost-gpu | 1.7.6 | 1.7.6 |
| thrift_sasl | 0.4.3 | 0.4.3 |
| pyhive | 0.7.0 | 0.7.0 |
| python-gssapi | 1.8.3 | 1.8.3 |
| ${\color{red}pytorch-gpu}$ | 2.1.2 | 2.4.0 |
| sagemaker-headless-execution-driver | 0.0.13 | 0.0.13 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.4 |
| sagemaker-python-sdk | 2.227.0 | 2.227.0 |
| sagemaker-studio-analytics-extension | 0.1.2 | 0.1.2 |
| ${\color{red}tensorflow}$ | 2.15.0 | 2.17.0 |
| ${\color{red}torchvision}$ | 0.16.1 | 0.19.0 |
Staleness Report: 0.14.0(cpu)
| Package | Current Version in the Distribution image | Latest Relevant Version in Upstream |
|---|---|---|
| ipython | 8.27.0 | 8.27.0 |
| jinja2 | 3.1.4 | 3.1.4 |
| ipywidgets | 7.8.4 | 7.8.4 |
| jupyterlab | 3.6.8 | 3.6.8 |
| numpy | 1.26.4 | 1.26.4 |
| pandas | 2.2.2 | 2.2.2 |
| boto3 | 1.35.16 | 1.35.16 |
| aws-glue-sessions | 1.0.7 | 1.0.7 |
| conda | 23.11.0 | 23.11.0 |
| keras | 2.15.0 | 2.15.0 |
| matplotlib | 3.9.2 | 3.9.2 |
| pip | 23.3.2 | 23.3.2 |
| scipy | 1.14.1 | 1.14.1 |
| scikit-learn | 1.5.2 | 1.5.2 |
| py-xgboost-cpu | 1.7.6 | 1.7.6 |
| thrift_sasl | 0.4.3 | 0.4.3 |
| pyhive | 0.7.0 | 0.7.0 |
| python-gssapi | 1.8.3 | 1.8.3 |
| ${\color{red}pytorch}$ | 2.1.2 | 2.4.0 |
| sagemaker-headless-execution-driver | 0.0.13 | 0.0.13 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.4 |
| sagemaker-python-sdk | 2.227.0 | 2.227.0 |
| sagemaker-studio-analytics-extension | 0.1.2 | 0.1.2 |
| ${\color{red}tensorflow}$ | 2.15.0 | 2.17.0 |
| ${\color{red}torchvision}$ | 0.16.1 | 0.19.0 |
Python Package Size Report (GPU)
Target Image Version: 0.14.0 | Base Image Version: 0.13.0
Python Packages Total Size Summary
| Target Version Total Size | Base Version Total Size | Size Change (abs) | Size Change (%) |
|---|---|---|---|
| 2.78GB | 3.17GB | -395.34MB | -12.19 |
Top-20 Largest Python Packages
| Package | Version in the Target Image | Size |
|---|---|---|
| cudatoolkit | 11.8.0 | 682.45MB |
| cudnn | 8.9.7.29 | 443.90MB |
| libtorch | 2.1.2 | 383.70MB |
| libmagma | 2.7.2 | 265.76MB |
| mkl | 2023.2.0 | 156.82MB |
| tensorflow-base | 2.15.0 | 140.09MB |
| nccl | 2.22.3.1 | 124.94MB |
| libxgboost | 1.7.6 | 99.28MB |
| llvm-openmp | 18.1.8 | 55.77MB |
| qt6-main | 6.7.2 | 44.84MB |
| pillow | 10.4.0 | 40.35MB |
| libllvm18 | 18.1.8 | 36.46MB |
| python | 3.11.10 | 29.19MB |
| pytorch | 2.1.2 | 28.40MB |
| pandoc | 3.4 | 20.03MB |
| libclang-cpp18.1 | 18.1.8 | 18.29MB |
| scipy | 1.14.1 | 16.90MB |
| pandas | 2.2.2 | 14.96MB |
| icu | 73.2 | 11.53MB |
| torchvision | 0.16.1 | 11.15MB |
Python Package Size Delta
The total size of newly introduced Python packages is 463.75MB, accounts for ${\color{red}16.29}$% of the total package size.
| Package | Version in the Target Image | Version in the Base Image | Size Change (abs) | Size Change (%) |
|---|---|---|---|---|
| libtorch | 2.1.2 | - | 383.70MB | - |
| libmagma | 2.7.2 | 2.7.1 | 64.54MB | 32.08 |
| qt6-main | 6.7.2 | - | 44.84MB | - |
| libclang-cpp18.1 | 18.1.8 | - | 18.29MB | - |
| pyside6 | 6.7.2 | - | 10.18MB | - |
| libstdcxx | 14.1.0 | - | 3.71MB | - |
| libuv | 1.48.0 | - | 878.89KB | - |
| libgcc | 14.1.0 | - | 826.54KB | - |
| libgrpc | 1.59.3 | 1.54.3 | 582.88KB | 9.94 |
| libprotobuf | 4.24.4 | 3.21.12 | 329.41KB | 15.12 |
| wayland | 1.23.1 | - | 314.02KB | - |
| libdrm | 2.4.123 | - | 296.00KB | - |
| libxslt | 1.1.39 | - | 248.34KB | - |
| grpcio | 1.59.3 | 1.54.3 | 228.22KB | 29.21 |
| jupyterlab | 3.6.8 | 3.6.7 | 227.35KB | 4.08 |
| libre2-11 | 2023.09.01 | - | 227.33KB | - |
| fsspec | 2024.9.0 | - | 131.23KB | - |
| pandoc | 3.4 | 3.3 | 111.13KB | 0.54 |
| botocore | 1.35.16 | 1.34.151 | 98.53KB | 1.43 |
| matplotlib-base | 3.9.2 | 3.9.1 | 86.68KB | 1.13 |
| double-conversion | 3.3.0 | - | 76.80KB | - |
| torchvision | 0.16.1 | 0.15.2 | 66.22KB | 0.58 |
| libgfortran | 14.1.0 | - | 50.92KB | - |
| tensorboard | 2.15.2 | 2.14.1 | 35.64KB | 0.71 |
| libmamba | 1.5.9 | 1.5.8 | 34.28KB | 2.1 |
| yarl | 1.11.1 | 1.9.4 | 30.06KB | 25.16 |
| libpciaccess | 0.18 | - | 27.70KB | - |
| libglib | 2.80.2 | 2.80.3 | 25.85KB | 0.68 |
| libabseil | 20230802.1 | 20230125.3 | 22.48KB | 1.86 |
| xcb-util-cursor | 0.1.4 | - | 19.92KB | - |
| sqlalchemy | 2.0.34 | 2.0.31 | 16.05KB | 0.47 |
| contourpy | 1.3.0 | 1.2.1 | 15.84KB | 6.26 |
| scipy | 1.14.1 | 1.14.0 | 14.03KB | 0.08 |
| libmambapy | 1.5.9 | 1.5.8 | 13.13KB | 4.32 |
| pyyaml | 6.0.2 | 6.0.1 | 11.74KB | 5.99 |
| libpq | 16.4 | 16.3 | 9.99KB | 0.41 |
| libcurl | 8.10.0 | 8.9.1 | 8.74KB | 2.15 |
| sympy | 1.13.2 | 1.13.0 | 7.64KB | 0.17 |
| protobuf | 4.24.4 | 4.21.12 | 6.90KB | 1.82 |
| debugpy | 1.8.5 | 1.8.2 | 5.79KB | 0.26 |
| tensorflow-estimator | 2.15.0 | 2.14.0 | 4.70KB | 0.68 |
| certifi | 2024.8.30 | 2024.7.4 | 4.34KB | 2.79 |
| ca-certificates | 2024.8.30 | 2024.7.4 | 4.05KB | 2.68 |
| google-auth-oauthlib | 1.2.1 | 1.0.0 | 3.96KB | 19.0 |
| menuinst | 2.1.2 | 2.1.1 | 3.35KB | 2.05 |
| pytorch-gpu | 2.1.2 | 2.0.0 | 3.22KB | 17.53 |
| c-ares | 1.33.1 | 1.32.3 | 2.99KB | 1.7 |
| tensorflow | 2.15.0 | 2.14.0 | 2.89KB | 8.15 |
| cffi | 1.17.1 | 1.16.0 | 1.86KB | 0.64 |
| google-auth | 2.34.0 | 2.32.0 | 1.42KB | 1.31 |
| rpds-py | 0.20.0 | 0.19.1 | 1.02KB | 0.31 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.2 | 1015.00B | 6.61 |
| rich | 13.8.1 | 13.7.1 | 1011.00B | 0.55 |
| pyparsing | 3.1.4 | 3.1.2 | 674.00B | 0.75 |
| multidict | 6.1.0 | 6.0.5 | 662.00B | 1.07 |
| executing | 2.1.0 | 2.0.1 | 648.00B | 2.34 |
| wheel | 0.44.0 | 0.43.0 | 622.00B | 1.07 |
| greenlet | 3.1.0 | 3.0.3 | 594.00B | 0.25 |
| magma | 2.7.2 | 2.7.1 | 593.00B | 0.58 |
| truststore | 0.9.2 | 0.8.0 | 419.00B | 2.03 |
| aws-glue-sessions | 1.0.7 | 1.0.6 | 392.00B | 0.57 |
| expat | 2.6.3 | 2.6.2 | 264.00B | 0.19 |
| libmagma_sparse | 2.7.2 | 2.7.1 | 229.00B | 0.0 |
| pyasn1-modules | 0.4.1 | 0.4.0 | 203.00B | 0.21 |
| zipp | 3.20.1 | 3.19.2 | 193.00B | 0.92 |
| boto3 | 1.35.16 | 1.34.151 | 177.00B | 0.22 |
| jupyter | 1.1.1 | 1.0.0 | 108.00B | 1.25 |
| webcolors | 24.8.0 | 24.6.0 | 87.00B | 0.48 |
| matplotlib | 3.9.2 | 3.9.1 | 82.00B | 0.95 |
| tqdm | 4.66.5 | 4.66.4 | 67.00B | 0.07 |
| platformdirs | 4.3.2 | 4.2.2 | 51.00B | 0.25 |
| ipywidgets | 7.8.4 | 7.8.3 | 28.00B | 0.03 |
| types-python-dateutil | 2.9.0.20240906 | 2.9.0.20240316 | 20.00B | 0.09 |
| widgetsnbextension | 3.6.9 | 3.6.8 | 16.00B | 0.0 |
| cachetools | 5.5.0 | 5.4.0 | 5.00B | 0.03 |
| libexpat | 2.6.3 | 2.6.2 | -114.00B | -0.15 |
| libsqlite | 3.46.1 | 3.46.0 | -132.00B | -0.02 |
| filelock | 3.16.0 | 3.15.4 | -190.00B | -1.08 |
| paramiko | 3.4.1 | 3.4.0 | -293.00B | -0.18 |
| jupyterlab_widgets | 1.1.10 | 1.1.9 | -325.00B | -0.29 |
| importlib_resources | 6.4.5 | 6.4.0 | -331.00B | -1.0 |
| libdeflate | 1.21 | 1.20 | -337.00B | -0.47 |
| ipython | 8.27.0 | 8.26.0 | -401.00B | -0.07 |
| keras | 2.15.0 | 2.14.0 | -452.00B | -0.05 |
| pyjwt | 2.9.0 | 2.8.0 | -560.00B | -2.25 |
| werkzeug | 3.0.4 | 3.0.3 | -651.00B | -0.27 |
| kiwisolver | 1.4.7 | 1.4.5 | -880.00B | -1.2 |
| pytz | 2024.2 | 2024.1 | -1.51KB | -0.82 |
| pyasn1 | 0.6.1 | 0.6.0 | -1.89KB | -3.02 |
| setuptools | 73.0.1 | 71.0.4 | -2.73KB | -0.19 |
| openssl | 3.3.2 | 3.3.1 | -3.34KB | -0.12 |
| idna | 3.8 | 3.7 | -3.36KB | -6.53 |
| pcre2 | 10.43 | 10.44 | -4.82KB | -0.52 |
| scikit-learn | 1.5.2 | 1.5.1 | -7.37KB | -0.07 |
| tbb | 2021.13.0 | 2021.12.0 | -17.19KB | -9.1 |
| pyzmq | 26.2.0 | 26.0.3 | -85.58KB | -18.44 |
| libsodium | 1.0.20 | 1.0.18 | -165.06KB | -45.07 |
| re2 | 2023.09.01 | 2023.03.02 | -170.48KB | -86.76 |
| python | 3.11.10 | 3.11.9 | -270.54KB | -0.9 |
| plotly | 5.24.0 | 5.23.0 | -475.14KB | -7.59 |
| cryptography | 43.0.1 | 42.0.8 | -480.90KB | -24.69 |
| mkl | 2023.2.0 | 2022.2.1 | -44.64MB | -22.16 |
| pytorch | 2.1.2 | 2.0.0 | -370.94MB | -92.89 |
| tensorflow-base | 2.15.0 | 2.14.0 | -377.56MB | -72.94 |
Python Package Size Report (CPU)
Target Image Version: 0.14.0 | Base Image Version: 0.13.0
Python Packages Total Size Summary
| Target Version Total Size | Base Version Total Size | Size Change (abs) | Size Change (%) |
|---|---|---|---|
| 886.00MB | 938.74MB | -52.74MB | -5.62 |
Top-20 Largest Python Packages
| Package | Version in the Target Image | Size |
|---|---|---|
| mkl | 2023.2.0 | 156.82MB |
| tensorflow-base | 2.15.0 | 140.09MB |
| llvm-openmp | 18.1.8 | 55.77MB |
| libtorch | 2.1.2 | 45.25MB |
| qt6-main | 6.7.2 | 44.84MB |
| pillow | 10.4.0 | 40.35MB |
| libllvm18 | 18.1.8 | 36.46MB |
| python | 3.11.10 | 29.19MB |
| pytorch | 2.1.2 | 27.88MB |
| pandoc | 3.4 | 20.03MB |
| libclang-cpp18.1 | 18.1.8 | 18.29MB |
| scipy | 1.14.1 | 16.90MB |
| pandas | 2.2.2 | 14.96MB |
| icu | 73.2 | 11.53MB |
| libclang13 | 18.1.8 | 10.51MB |
| pyside6 | 6.7.2 | 10.18MB |
| scikit-learn | 1.5.2 | 10.05MB |
| torchvision | 0.16.1 | 9.97MB |
| numpy | 1.26.4 | 7.69MB |
| matplotlib-base | 3.9.2 | 7.60MB |
Python Package Size Delta
The total size of newly introduced Python packages is 78.84MB, accounts for ${\color{red}8.9}$% of the total package size.
| Package | Version in the Target Image | Version in the Base Image | Size Change (abs) | Size Change (%) |
|---|---|---|---|---|
| qt6-main | 6.7.2 | - | 44.84MB | - |
| libclang-cpp18.1 | 18.1.8 | - | 18.29MB | - |
| pyside6 | 6.7.2 | - | 10.18MB | - |
| libstdcxx | 14.1.0 | - | 3.71MB | - |
| libgcc | 14.1.0 | - | 826.54KB | - |
| wayland | 1.23.1 | - | 314.02KB | - |
| libdrm | 2.4.123 | - | 296.00KB | - |
| libxslt | 1.1.39 | - | 248.34KB | - |
| jupyterlab | 3.6.8 | 3.6.7 | 227.35KB | 4.08 |
| pandoc | 3.4 | 3.3 | 111.13KB | 0.54 |
| botocore | 1.35.16 | 1.34.151 | 98.53KB | 1.43 |
| matplotlib-base | 3.9.2 | 3.9.1 | 86.68KB | 1.13 |
| double-conversion | 3.3.0 | - | 76.80KB | - |
| libgfortran | 14.1.0 | - | 50.92KB | - |
| libmamba | 1.5.9 | 1.5.8 | 34.28KB | 2.1 |
| yarl | 1.11.1 | 1.9.4 | 30.06KB | 25.16 |
| libpciaccess | 0.18 | - | 27.70KB | - |
| libglib | 2.80.2 | 2.80.3 | 25.85KB | 0.68 |
| xcb-util-cursor | 0.1.4 | - | 19.92KB | - |
| sqlalchemy | 2.0.34 | 2.0.31 | 16.05KB | 0.47 |
| contourpy | 1.3.0 | 1.2.1 | 15.84KB | 6.26 |
| scipy | 1.14.1 | 1.14.0 | 14.03KB | 0.08 |
| libmambapy | 1.5.9 | 1.5.8 | 13.13KB | 4.32 |
| pyyaml | 6.0.2 | 6.0.1 | 11.74KB | 5.99 |
| libpq | 16.4 | 16.3 | 9.99KB | 0.41 |
| libcurl | 8.10.0 | 8.9.1 | 8.74KB | 2.15 |
| sympy | 1.13.2 | 1.13.0 | 7.64KB | 0.17 |
| debugpy | 1.8.5 | 1.8.2 | 5.79KB | 0.26 |
| certifi | 2024.8.30 | 2024.7.4 | 4.34KB | 2.79 |
| ca-certificates | 2024.8.30 | 2024.7.4 | 4.05KB | 2.68 |
| menuinst | 2.1.2 | 2.1.1 | 3.35KB | 2.05 |
| c-ares | 1.33.1 | 1.32.3 | 2.99KB | 1.7 |
| cffi | 1.17.1 | 1.16.0 | 1.86KB | 0.64 |
| google-auth | 2.34.0 | 2.32.0 | 1.42KB | 1.31 |
| fsspec | 2024.9.0 | 2024.6.1 | 1.21KB | 0.93 |
| rpds-py | 0.20.0 | 0.19.1 | 1.02KB | 0.31 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.2 | 1015.00B | 6.61 |
| rich | 13.8.1 | 13.7.1 | 1011.00B | 0.55 |
| pyparsing | 3.1.4 | 3.1.2 | 674.00B | 0.75 |
| multidict | 6.1.0 | 6.0.5 | 662.00B | 1.07 |
| executing | 2.1.0 | 2.0.1 | 648.00B | 2.34 |
| wheel | 0.44.0 | 0.43.0 | 622.00B | 1.07 |
| greenlet | 3.1.0 | 3.0.3 | 594.00B | 0.25 |
| truststore | 0.9.2 | 0.8.0 | 419.00B | 2.03 |
| aws-glue-sessions | 1.0.7 | 1.0.6 | 392.00B | 0.57 |
| expat | 2.6.3 | 2.6.2 | 264.00B | 0.19 |
| pyasn1-modules | 0.4.1 | 0.4.0 | 203.00B | 0.21 |
| zipp | 3.20.1 | 3.19.2 | 193.00B | 0.92 |
| boto3 | 1.35.16 | 1.34.151 | 177.00B | 0.22 |
| jupyter | 1.1.1 | 1.0.0 | 108.00B | 1.25 |
| webcolors | 24.8.0 | 24.6.0 | 87.00B | 0.48 |
| matplotlib | 3.9.2 | 3.9.1 | 82.00B | 0.95 |
| tqdm | 4.66.5 | 4.66.4 | 67.00B | 0.07 |
| platformdirs | 4.3.2 | 4.2.2 | 51.00B | 0.25 |
| ipywidgets | 7.8.4 | 7.8.3 | 28.00B | 0.03 |
| types-python-dateutil | 2.9.0.20240906 | 2.9.0.20240316 | 20.00B | 0.09 |
| widgetsnbextension | 3.6.9 | 3.6.8 | 16.00B | 0.0 |
| cachetools | 5.5.0 | 5.4.0 | 5.00B | 0.03 |
| libexpat | 2.6.3 | 2.6.2 | -114.00B | -0.15 |
| libsqlite | 3.46.1 | 3.46.0 | -132.00B | -0.02 |
| filelock | 3.16.0 | 3.15.4 | -190.00B | -1.08 |
| paramiko | 3.4.1 | 3.4.0 | -293.00B | -0.18 |
| jupyterlab_widgets | 1.1.10 | 1.1.9 | -325.00B | -0.29 |
| importlib_resources | 6.4.5 | 6.4.0 | -331.00B | -1.0 |
| libdeflate | 1.21 | 1.20 | -337.00B | -0.47 |
| ipython | 8.27.0 | 8.26.0 | -401.00B | -0.07 |
| pyjwt | 2.9.0 | 2.8.0 | -560.00B | -2.25 |
| werkzeug | 3.0.4 | 3.0.3 | -651.00B | -0.27 |
| kiwisolver | 1.4.7 | 1.4.5 | -880.00B | -1.2 |
| pytz | 2024.2 | 2024.1 | -1.51KB | -0.82 |
| pyasn1 | 0.6.1 | 0.6.0 | -1.89KB | -3.02 |
| setuptools | 73.0.1 | 71.0.4 | -2.73KB | -0.19 |
| openssl | 3.3.2 | 3.3.1 | -3.34KB | -0.12 |
| idna | 3.8 | 3.7 | -3.36KB | -6.53 |
| pcre2 | 10.43 | 10.44 | -4.82KB | -0.52 |
| scikit-learn | 1.5.2 | 1.5.1 | -7.37KB | -0.07 |
| tbb | 2021.13.0 | 2021.12.0 | -17.19KB | -9.1 |
| pyzmq | 26.2.0 | 26.0.3 | -85.58KB | -18.44 |
| libsodium | 1.0.20 | 1.0.18 | -165.06KB | -45.07 |
| python | 3.11.10 | 3.11.9 | -270.54KB | -0.9 |
| plotly | 5.24.0 | 5.23.0 | -475.14KB | -7.59 |
| cryptography | 43.0.1 | 42.0.8 | -480.90KB | -24.69 |
AWS CodeBuild CI Report
- CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
- Commit ID: c1970d06ba480a908e8719a3a5f459c680c33af1
- Result: FAILED
- Build Logs (available for 30 days)
Powered by github-codebuild-logs, available on the AWS Serverless Application Repository
Staleness Report: 0.14.0(gpu)
| Package | Current Version in the Distribution image | Latest Relevant Version in Upstream |
|---|---|---|
| ipython | 8.27.0 | 8.27.0 |
| jinja2 | 3.1.4 | 3.1.4 |
| ipywidgets | 7.8.4 | 7.8.4 |
| jupyterlab | 3.6.8 | 3.6.8 |
| numpy | 1.26.4 | 1.26.4 |
| pandas | 2.2.2 | 2.2.2 |
| boto3 | 1.35.21 | 1.35.21 |
| aws-glue-sessions | 1.0.7 | 1.0.7 |
| conda | 23.11.0 | 23.11.0 |
| ${\color{red}keras}$ | 2.14.0 | 2.15.0 |
| matplotlib | 3.9.2 | 3.9.2 |
| pip | 23.3.2 | 23.3.2 |
| scipy | 1.14.1 | 1.14.1 |
| scikit-learn | 1.5.2 | 1.5.2 |
| py-xgboost-gpu | 1.7.6 | 1.7.6 |
| thrift_sasl | 0.4.3 | 0.4.3 |
| pyhive | 0.7.0 | 0.7.0 |
| python-gssapi | 1.8.3 | 1.8.3 |
| ${\color{red}pytorch-gpu}$ | 2.0.0 | 2.4.0 |
| sagemaker-headless-execution-driver | 0.0.13 | 0.0.13 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.4 |
| sagemaker-python-sdk | 2.227.0 | 2.227.0 |
| sagemaker-studio-analytics-extension | 0.1.2 | 0.1.2 |
| ${\color{red}tensorflow}$ | 2.14.0 | 2.17.0 |
| ${\color{red}torchvision}$ | 0.15.2 | 0.19.0 |
Staleness Report: 0.14.0(cpu)
| Package | Current Version in the Distribution image | Latest Relevant Version in Upstream |
|---|---|---|
| ipython | 8.27.0 | 8.27.0 |
| jinja2 | 3.1.4 | 3.1.4 |
| ipywidgets | 7.8.4 | 7.8.4 |
| jupyterlab | 3.6.8 | 3.6.8 |
| numpy | 1.26.4 | 1.26.4 |
| pandas | 2.2.2 | 2.2.2 |
| boto3 | 1.35.21 | 1.35.21 |
| aws-glue-sessions | 1.0.7 | 1.0.7 |
| conda | 23.11.0 | 23.11.0 |
| keras | 2.15.0 | 2.15.0 |
| matplotlib | 3.9.2 | 3.9.2 |
| pip | 23.3.2 | 23.3.2 |
| scipy | 1.14.1 | 1.14.1 |
| scikit-learn | 1.5.2 | 1.5.2 |
| py-xgboost-cpu | 1.7.6 | 1.7.6 |
| thrift_sasl | 0.4.3 | 0.4.3 |
| pyhive | 0.7.0 | 0.7.0 |
| python-gssapi | 1.8.3 | 1.8.3 |
| ${\color{red}pytorch}$ | 2.1.2 | 2.4.0 |
| sagemaker-headless-execution-driver | 0.0.13 | 0.0.13 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.4 |
| sagemaker-python-sdk | 2.227.0 | 2.227.0 |
| sagemaker-studio-analytics-extension | 0.1.2 | 0.1.2 |
| ${\color{red}tensorflow}$ | 2.15.0 | 2.17.0 |
| ${\color{red}torchvision}$ | 0.16.1 | 0.19.0 |
Python Package Size Report (GPU)
Target Image Version: 0.14.0 | Base Image Version: 0.13.0
Python Packages Total Size Summary
| Target Version Total Size | Base Version Total Size | Size Change (abs) | Size Change (%) |
|---|---|---|---|
| 3.12GB | 3.17GB | -51.77MB | -1.6 |
Top-20 Largest Python Packages
| Package | Version in the Target Image | Size |
|---|---|---|
| cudatoolkit | 11.8.0 | 682.45MB |
| tensorflow-base | 2.14.0 | 517.65MB |
| cudnn | 8.9.7.29 | 443.90MB |
| pytorch | 2.0.0 | 399.35MB |
| mkl | 2022.2.1 | 201.46MB |
| libmagma | 2.7.1 | 201.22MB |
| nccl | 2.22.3.1 | 124.94MB |
| libxgboost | 1.7.6 | 99.28MB |
| llvm-openmp | 18.1.8 | 55.77MB |
| qt6-main | 6.7.2 | 44.84MB |
| pillow | 10.4.0 | 40.35MB |
| libllvm18 | 18.1.8 | 36.46MB |
| python | 3.11.10 | 29.19MB |
| pandoc | 3.4 | 20.03MB |
| libclang-cpp18.1 | 18.1.8 | 18.29MB |
| scipy | 1.14.1 | 16.90MB |
| pandas | 2.2.2 | 14.96MB |
| icu | 73.2 | 11.53MB |
| torchvision | 0.15.2 | 11.09MB |
| libclang13 | 18.1.8 | 10.51MB |
Python Package Size Delta
The total size of newly introduced Python packages is 78.76MB, accounts for 2.47% of the total package size.
| Package | Version in the Target Image | Version in the Base Image | Size Change (abs) | Size Change (%) |
|---|---|---|---|---|
| qt6-main | 6.7.2 | - | 44.84MB | - |
| libclang-cpp18.1 | 18.1.8 | - | 18.29MB | - |
| pyside6 | 6.7.2 | - | 10.10MB | - |
| libstdcxx | 14.1.0 | - | 3.71MB | - |
| sleef | 3.7 | 3.6.1 | 900.87KB | 92.42 |
| libgcc | 14.1.0 | - | 826.54KB | - |
| plotly | 5.24.1 | 5.23.0 | 557.38KB | 8.9 |
| wayland | 1.23.1 | - | 314.02KB | - |
| libdrm | 2.4.123 | - | 296.00KB | - |
| libxslt | 1.1.39 | - | 248.34KB | - |
| jupyterlab | 3.6.8 | 3.6.7 | 227.35KB | 4.08 |
| matplotlib-base | 3.9.2 | 3.9.1 | 141.97KB | 1.84 |
| pandoc | 3.4 | 3.3 | 111.13KB | 0.54 |
| double-conversion | 3.3.0 | - | 76.80KB | - |
| sqlalchemy | 2.0.35 | 2.0.31 | 54.37KB | 1.59 |
| libgfortran | 14.1.0 | - | 50.92KB | - |
| scikit-learn | 1.5.2 | 1.5.1 | 46.79KB | 0.45 |
| libmamba | 1.5.9 | 1.5.8 | 34.28KB | 2.1 |
| yarl | 1.11.1 | 1.9.4 | 30.06KB | 25.16 |
| libpciaccess | 0.18 | - | 27.70KB | - |
| libglib | 2.80.2 | 2.80.3 | 25.85KB | 0.68 |
| xcb-util-cursor | 0.1.5 | - | 19.82KB | - |
| contourpy | 1.3.0 | 1.2.1 | 15.84KB | 6.26 |
| scipy | 1.14.1 | 1.14.0 | 14.03KB | 0.08 |
| libmambapy | 1.5.9 | 1.5.8 | 13.13KB | 4.32 |
| pyyaml | 6.0.2 | 6.0.1 | 11.74KB | 5.99 |
| libpq | 16.4 | 16.3 | 9.99KB | 0.41 |
| libcurl | 8.10.1 | 8.9.1 | 8.64KB | 2.13 |
| sympy | 1.13.2 | 1.13.0 | 7.64KB | 0.17 |
| debugpy | 1.8.5 | 1.8.2 | 5.79KB | 0.26 |
| certifi | 2024.8.30 | 2024.7.4 | 4.34KB | 2.79 |
| ca-certificates | 2024.8.30 | 2024.7.4 | 4.05KB | 2.68 |
| menuinst | 2.1.2 | 2.1.1 | 3.35KB | 2.05 |
| c-ares | 1.33.1 | 1.32.3 | 2.99KB | 1.7 |
| libpng | 1.6.44 | 1.6.43 | 2.38KB | 0.85 |
| cffi | 1.17.1 | 1.16.0 | 1.86KB | 0.64 |
| google-auth | 2.34.0 | 2.32.0 | 1.42KB | 1.31 |
| rpds-py | 0.20.0 | 0.19.1 | 1.02KB | 0.31 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.2 | 1015.00B | 6.61 |
| rich | 13.8.1 | 13.7.1 | 1011.00B | 0.55 |
| greenlet | 3.1.0 | 3.0.3 | 810.00B | 0.34 |
| pyparsing | 3.1.4 | 3.1.2 | 674.00B | 0.75 |
| multidict | 6.1.0 | 6.0.5 | 662.00B | 1.07 |
| executing | 2.1.0 | 2.0.1 | 648.00B | 2.34 |
| wheel | 0.44.0 | 0.43.0 | 622.00B | 1.07 |
| boto3 | 1.35.21 | 1.34.151 | 538.00B | 0.67 |
| zipp | 3.20.2 | 3.19.2 | 492.00B | 2.35 |
| truststore | 0.9.2 | 0.8.0 | 419.00B | 2.03 |
| aws-glue-sessions | 1.0.7 | 1.0.6 | 392.00B | 0.57 |
| expat | 2.6.3 | 2.6.2 | 264.00B | 0.19 |
| pyasn1-modules | 0.4.1 | 0.4.0 | 203.00B | 0.21 |
| matplotlib | 3.9.2 | 3.9.1 | 151.00B | 1.75 |
| jupyter | 1.1.1 | 1.0.0 | 108.00B | 1.25 |
| webcolors | 24.8.0 | 24.6.0 | 87.00B | 0.48 |
| tqdm | 4.66.5 | 4.66.4 | 67.00B | 0.07 |
| platformdirs | 4.3.6 | 4.2.2 | 53.00B | 0.26 |
| ipywidgets | 7.8.4 | 7.8.3 | 28.00B | 0.03 |
| types-python-dateutil | 2.9.0.20240906 | 2.9.0.20240316 | 20.00B | 0.09 |
| widgetsnbextension | 3.6.9 | 3.6.8 | 16.00B | 0.0 |
| cachetools | 5.5.0 | 5.4.0 | 5.00B | 0.03 |
| libexpat | 2.6.3 | 2.6.2 | -114.00B | -0.15 |
| libsqlite | 3.46.1 | 3.46.0 | -132.00B | -0.02 |
| filelock | 3.16.1 | 3.15.4 | -235.00B | -1.34 |
| paramiko | 3.4.1 | 3.4.0 | -293.00B | -0.18 |
| jupyterlab_widgets | 1.1.10 | 1.1.9 | -325.00B | -0.29 |
| importlib_resources | 6.4.5 | 6.4.0 | -331.00B | -1.0 |
| libdeflate | 1.21 | 1.20 | -337.00B | -0.47 |
| ipython | 8.27.0 | 8.26.0 | -401.00B | -0.07 |
| pyjwt | 2.9.0 | 2.8.0 | -560.00B | -2.25 |
| werkzeug | 3.0.4 | 3.0.3 | -651.00B | -0.27 |
| kiwisolver | 1.4.7 | 1.4.5 | -880.00B | -1.2 |
| pytz | 2024.2 | 2024.1 | -1.51KB | -0.82 |
| pyasn1 | 0.6.1 | 0.6.0 | -1.89KB | -3.02 |
| setuptools | 73.0.1 | 71.0.4 | -2.73KB | -0.19 |
| idna | 3.10 | 3.7 | -2.81KB | -5.46 |
| openssl | 3.3.2 | 3.3.1 | -3.34KB | -0.12 |
| pcre2 | 10.43 | 10.44 | -4.82KB | -0.52 |
| botocore | 1.35.21 | 1.34.151 | -11.95KB | -0.17 |
| tbb | 2021.13.0 | 2021.12.0 | -17.19KB | -9.1 |
| pyzmq | 26.2.0 | 26.0.3 | -85.58KB | -18.44 |
| libsodium | 1.0.20 | 1.0.18 | -165.06KB | -45.07 |
| python | 3.11.10 | 3.11.9 | -270.54KB | -0.9 |
| cryptography | 43.0.1 | 42.0.8 | -480.90KB | -24.69 |
Python Package Size Report (CPU)
Target Image Version: 0.14.0 | Base Image Version: 0.13.0
Python Packages Total Size Summary
| Target Version Total Size | Base Version Total Size | Size Change (abs) | Size Change (%) |
|---|---|---|---|
| 886.97MB | 938.74MB | -51.77MB | -5.51 |
Top-20 Largest Python Packages
| Package | Version in the Target Image | Size |
|---|---|---|
| mkl | 2023.2.0 | 156.82MB |
| tensorflow-base | 2.15.0 | 140.09MB |
| llvm-openmp | 18.1.8 | 55.77MB |
| libtorch | 2.1.2 | 45.25MB |
| qt6-main | 6.7.2 | 44.84MB |
| pillow | 10.4.0 | 40.35MB |
| libllvm18 | 18.1.8 | 36.46MB |
| python | 3.11.10 | 29.19MB |
| pytorch | 2.1.2 | 27.88MB |
| pandoc | 3.4 | 20.03MB |
| libclang-cpp18.1 | 18.1.8 | 18.29MB |
| scipy | 1.14.1 | 16.90MB |
| pandas | 2.2.2 | 14.96MB |
| icu | 73.2 | 11.53MB |
| libclang13 | 18.1.8 | 10.51MB |
| scikit-learn | 1.5.2 | 10.11MB |
| pyside6 | 6.7.2 | 10.10MB |
| torchvision | 0.16.1 | 9.97MB |
| numpy | 1.26.4 | 7.69MB |
| matplotlib-base | 3.9.2 | 7.65MB |
Python Package Size Delta
The total size of newly introduced Python packages is 78.76MB, accounts for ${\color{red}8.88}$% of the total package size.
| Package | Version in the Target Image | Version in the Base Image | Size Change (abs) | Size Change (%) |
|---|---|---|---|---|
| qt6-main | 6.7.2 | - | 44.84MB | - |
| libclang-cpp18.1 | 18.1.8 | - | 18.29MB | - |
| pyside6 | 6.7.2 | - | 10.10MB | - |
| libstdcxx | 14.1.0 | - | 3.71MB | - |
| sleef | 3.7 | 3.6.1 | 900.87KB | 92.42 |
| libgcc | 14.1.0 | - | 826.54KB | - |
| plotly | 5.24.1 | 5.23.0 | 557.38KB | 8.9 |
| wayland | 1.23.1 | - | 314.02KB | - |
| libdrm | 2.4.123 | - | 296.00KB | - |
| libxslt | 1.1.39 | - | 248.34KB | - |
| jupyterlab | 3.6.8 | 3.6.7 | 227.35KB | 4.08 |
| matplotlib-base | 3.9.2 | 3.9.1 | 141.97KB | 1.84 |
| pandoc | 3.4 | 3.3 | 111.13KB | 0.54 |
| double-conversion | 3.3.0 | - | 76.80KB | - |
| sqlalchemy | 2.0.35 | 2.0.31 | 54.37KB | 1.59 |
| libgfortran | 14.1.0 | - | 50.92KB | - |
| scikit-learn | 1.5.2 | 1.5.1 | 46.79KB | 0.45 |
| libmamba | 1.5.9 | 1.5.8 | 34.28KB | 2.1 |
| yarl | 1.11.1 | 1.9.4 | 30.06KB | 25.16 |
| libpciaccess | 0.18 | - | 27.70KB | - |
| libglib | 2.80.2 | 2.80.3 | 25.85KB | 0.68 |
| xcb-util-cursor | 0.1.5 | - | 19.82KB | - |
| contourpy | 1.3.0 | 1.2.1 | 15.84KB | 6.26 |
| scipy | 1.14.1 | 1.14.0 | 14.03KB | 0.08 |
| libmambapy | 1.5.9 | 1.5.8 | 13.13KB | 4.32 |
| pyyaml | 6.0.2 | 6.0.1 | 11.74KB | 5.99 |
| libpq | 16.4 | 16.3 | 9.99KB | 0.41 |
| libcurl | 8.10.1 | 8.9.1 | 8.64KB | 2.13 |
| sympy | 1.13.2 | 1.13.0 | 7.64KB | 0.17 |
| debugpy | 1.8.5 | 1.8.2 | 5.79KB | 0.26 |
| certifi | 2024.8.30 | 2024.7.4 | 4.34KB | 2.79 |
| ca-certificates | 2024.8.30 | 2024.7.4 | 4.05KB | 2.68 |
| menuinst | 2.1.2 | 2.1.1 | 3.35KB | 2.05 |
| c-ares | 1.33.1 | 1.32.3 | 2.99KB | 1.7 |
| libpng | 1.6.44 | 1.6.43 | 2.38KB | 0.85 |
| cffi | 1.17.1 | 1.16.0 | 1.86KB | 0.64 |
| google-auth | 2.34.0 | 2.32.0 | 1.42KB | 1.31 |
| fsspec | 2024.9.0 | 2024.6.1 | 1.21KB | 0.93 |
| rpds-py | 0.20.0 | 0.19.1 | 1.02KB | 0.31 |
| sagemaker-kernel-wrapper | 0.0.4 | 0.0.2 | 1015.00B | 6.61 |
| rich | 13.8.1 | 13.7.1 | 1011.00B | 0.55 |
| greenlet | 3.1.0 | 3.0.3 | 810.00B | 0.34 |
| pyparsing | 3.1.4 | 3.1.2 | 674.00B | 0.75 |
| multidict | 6.1.0 | 6.0.5 | 662.00B | 1.07 |
| executing | 2.1.0 | 2.0.1 | 648.00B | 2.34 |
| wheel | 0.44.0 | 0.43.0 | 622.00B | 1.07 |
| boto3 | 1.35.21 | 1.34.151 | 538.00B | 0.67 |
| zipp | 3.20.2 | 3.19.2 | 492.00B | 2.35 |
| truststore | 0.9.2 | 0.8.0 | 419.00B | 2.03 |
| aws-glue-sessions | 1.0.7 | 1.0.6 | 392.00B | 0.57 |
| expat | 2.6.3 | 2.6.2 | 264.00B | 0.19 |
| pyasn1-modules | 0.4.1 | 0.4.0 | 203.00B | 0.21 |
| matplotlib | 3.9.2 | 3.9.1 | 151.00B | 1.75 |
| jupyter | 1.1.1 | 1.0.0 | 108.00B | 1.25 |
| webcolors | 24.8.0 | 24.6.0 | 87.00B | 0.48 |
| tqdm | 4.66.5 | 4.66.4 | 67.00B | 0.07 |
| platformdirs | 4.3.6 | 4.2.2 | 53.00B | 0.26 |
| ipywidgets | 7.8.4 | 7.8.3 | 28.00B | 0.03 |
| types-python-dateutil | 2.9.0.20240906 | 2.9.0.20240316 | 20.00B | 0.09 |
| widgetsnbextension | 3.6.9 | 3.6.8 | 16.00B | 0.0 |
| cachetools | 5.5.0 | 5.4.0 | 5.00B | 0.03 |
| libexpat | 2.6.3 | 2.6.2 | -114.00B | -0.15 |
| libsqlite | 3.46.1 | 3.46.0 | -132.00B | -0.02 |
| filelock | 3.16.1 | 3.15.4 | -235.00B | -1.34 |
| paramiko | 3.4.1 | 3.4.0 | -293.00B | -0.18 |
| jupyterlab_widgets | 1.1.10 | 1.1.9 | -325.00B | -0.29 |
| importlib_resources | 6.4.5 | 6.4.0 | -331.00B | -1.0 |
| libdeflate | 1.21 | 1.20 | -337.00B | -0.47 |
| ipython | 8.27.0 | 8.26.0 | -401.00B | -0.07 |
| pyjwt | 2.9.0 | 2.8.0 | -560.00B | -2.25 |
| werkzeug | 3.0.4 | 3.0.3 | -651.00B | -0.27 |
| kiwisolver | 1.4.7 | 1.4.5 | -880.00B | -1.2 |
| pytz | 2024.2 | 2024.1 | -1.51KB | -0.82 |
| pyasn1 | 0.6.1 | 0.6.0 | -1.89KB | -3.02 |
| setuptools | 73.0.1 | 71.0.4 | -2.73KB | -0.19 |
| idna | 3.10 | 3.7 | -2.81KB | -5.46 |
| openssl | 3.3.2 | 3.3.1 | -3.34KB | -0.12 |
| pcre2 | 10.43 | 10.44 | -4.82KB | -0.52 |
| botocore | 1.35.21 | 1.34.151 | -11.95KB | -0.17 |
| tbb | 2021.13.0 | 2021.12.0 | -17.19KB | -9.1 |
| pyzmq | 26.2.0 | 26.0.3 | -85.58KB | -18.44 |
| libsodium | 1.0.20 | 1.0.18 | -165.06KB | -45.07 |
| python | 3.11.10 | 3.11.9 | -270.54KB | -0.9 |
| cryptography | 43.0.1 | 42.0.8 | -480.90KB | -24.69 |
AWS CodeBuild CI Report
- CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
- Commit ID: 9a718d4f2391be08d550d321e0b80a8457e2e164
- Result: FAILED
- Build Logs (available for 30 days)
Powered by github-codebuild-logs, available on the AWS Serverless Application Repository
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[keras.test.Dockerfile-required_packages0]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[gpu-dependencies.test.Dockerfile-required_packages31]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pytorch.examples.Dockerfile-required_packages10]
(Rerun locally)
- keras - Single test fails with
AttributeError: 'CustomLayer' object has no attribute '_build_input_shape'. Issue with test, not installation - pandas - single test faied with
E matplotlib._api.deprecation.MatplotlibDeprecationWarning: The plot_date function was deprecated in Matplotlib 3.9 and will be removed in 3.11. Use plot instead.- should be warning, test is using deprecated function - sagemaker-studio-analytics-extension - test passed locally, see
NoCredentialsError: Unable to locate credentialsin CodeBuild execution. - gpu-dependencies - Unit tests were executed in CPU environment so it failed, test pass when execute test script in container running on GPU instance
- sm-python-sdk - https://github.com/aws/sagemaker-distribution/issues/316
- pytorch - passed when running tests in local container directly, failure was caused by dependencies conflict when installing some , but not impacting functionality.
