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release: v1.12.0 #527

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This pull request was created by GitHub Actions/AWS CodeBuild! Before merging, please do the following:

  • Review changelog/staleness report.
  • (Only for Minor/Major version releases) Review python package dependency and size report.
  • Review build/test results by clicking Build Logs in CI Report (be patient, tests take ~4hr).
  • Review ECR Scan results.

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 4a36302
  • Result: FAILED
  • Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 9bccf95
  • Result: FAILED
  • Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

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Staleness Report: 1.12.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.4 3.1.4
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.35.79
ipython 8.30.0 8.30.0
jupyter-lsp 2.2.5 2.2.5
${\color{red}jupyterlab}$ 4.1.6 4.3.3
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.5 0.3.10
${\color{red}jupyter-ai}$ 2.28.1 2.28.3
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.7
${\color{red}pandas}$ 2.1.4 2.2.3
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.13 0.1.13
${\color{red}scipy}$ 1.11.4 1.14.1
${\color{red}scikit-learn}$ 1.4.2 1.6.0
pip 23.3.2 23.3.2
${\color{red}torchvision}$ 0.15.2 0.20.1
autogluon 0.8.3 0.8.3
ipywidgets 8.1.5 8.1.5
${\color{red}notebook}$ 7.1.3 7.3.1
jupyter 1.1.1 1.1.1
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.11 1.5.11
conda 23.11.0 23.11.0
${\color{red}fastapi}$ 0.110.3 0.115.6
${\color{red}jupyter-collaboration}$ 1.1.0 1.2.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
${\color{red}keras}$ 2.14.0 2.15.0
${\color{red}langchain-aws}$ 0.1.18 0.2.9
matplotlib 3.9.3 3.9.3
${\color{red}nodejs}$ 18.20.3 18.20.4
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 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}pytorch-gpu}$ 2.0.0 2.5.1
${\color{red}sagemaker-code-editor}$ 1.1.5 1.4.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.4 0.3.4
sagemaker-jupyterlab-extension 0.3.2 0.3.2
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
sasl 0.3.1 0.3.1
supervisor 4.2.5 4.2.5
${\color{red}tensorflow-gpu}$ 2.14.0 2.17.0
uvicorn 0.32.1 0.32.1

Staleness Report: 1.12.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.4 3.1.4
${\color{red}pytorch}$ 2.0.0 2.5.1
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.35.79
ipython 8.30.0 8.30.0
jupyter-lsp 2.2.5 2.2.5
${\color{red}jupyterlab}$ 4.1.6 4.3.3
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.5 0.3.10
${\color{red}jupyter-ai}$ 2.28.1 2.28.3
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.7
${\color{red}pandas}$ 2.1.4 2.2.3
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.13 0.1.13
${\color{red}scipy}$ 1.11.4 1.14.1
${\color{red}scikit-learn}$ 1.4.2 1.6.0
pip 23.3.2 23.3.2
${\color{red}torchvision}$ 0.15.2 0.20.1
autogluon 0.8.3 0.8.3
ipywidgets 8.1.5 8.1.5
${\color{red}notebook}$ 7.1.3 7.3.1
jupyter 1.1.1 1.1.1
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.11 1.5.11
conda 23.11.0 23.11.0
${\color{red}fastapi}$ 0.110.3 0.115.6
${\color{red}jupyter-collaboration}$ 1.1.0 1.2.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 2.15.0 2.15.0
${\color{red}langchain-aws}$ 0.1.18 0.2.9
matplotlib 3.9.3 3.9.3
${\color{red}nodejs}$ 18.20.3 18.20.4
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 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}sagemaker-code-editor}$ 1.1.5 1.4.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.4 0.3.4
sagemaker-jupyterlab-extension 0.3.2 0.3.2
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
sasl 0.3.1 0.3.1
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.15.0 2.17.0
uvicorn 0.32.1 0.32.1

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Error retrieving image size: name 'STAGING_ACCOUNT' is not defined
Error retrieving image size: name 'STAGING_ACCOUNT' is not defined
Error retrieving image size: name 'STAGING_ACCOUNT' is not defined
Error retrieving image size: name 'STAGING_ACCOUNT' is not defined

GPU Total Image Size Report

Failed to retrieve size for target image: 1.12.0-gpu or base image: 1.11.0-gpu

CPU Total Image Size Report

Failed to retrieve size for target image: 1.12.0-cpu or base image: 1.11.0-cpu

Python Package Size Report (GPU)

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.45GB 3.47GB -15.97MB -0.45

Top-20 Largest Python Packages

Package Version in the Target Image Size
cudatoolkit 11.8.0 682.45MB
tensorflow-base 2.14.0 513.71MB
cudnn 8.9.7.29 443.90MB
pytorch 2.0.0 403.50MB
mkl 2022.2.1 201.46MB
libmagma 2.7.1 201.22MB
nccl 2.23.4.1 127.33MB
libxgboost 1.7.6 99.28MB
catboost 1.2.7 45.27MB
qt6-main 6.7.2 44.84MB
libgoogle-cloud 2.12.0 43.43MB
pillow 10.4.0 40.77MB
sagemaker-code-editor 1.1.5 39.10MB
libllvm19 19.1.2 38.28MB
libllvm18 18.1.8 36.46MB
libllvm14 14.0.6 30.03MB
libarrow 12.0.1 26.43MB
python 3.10.16 24.03MB
pandoc 3.6 20.25MB
libclang-cpp18.1 18.1.8 18.29MB

Python Package Size Delta

The total size of newly introduced Python packages is 42.87MB, accounts for 1.21% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libllvm19 19.1.2 - 38.28MB -
nccl 2.23.4.1 2.22.3.1 2.39MB 1.91
libfaiss 1.8.0 - 1.47MB -
faiss 1.8.0 - 1.27MB -
libclang13 19.1.2 18.1.8 783.75KB 7.28
libgcrypt-lib 1.11.0 - 572.45KB -
liblzma-devel 5.6.3 - 367.96KB -
debugpy 1.8.10 1.8.5 227.39KB 12.05
pandoc 3.6 3.4 224.79KB 1.1
dash 2.18.2 2.18.1 200.57KB 3.89
libtiff 4.7.0 4.6.0 143.34KB 52.01
libgl 1.7.0 - 131.55KB -
libglvnd 1.7.0 - 129.36KB -
h5py 3.12.1 3.11.0 119.90KB 10.43
liblzma 5.6.3 - 108.53KB -
libgcrypt-devel 1.11.0 - 103.61KB -
xz-tools 5.6.3 - 88.24KB -
matplotlib-base 3.9.3 3.9.2 84.22KB 1.23
networkx 3.4.2 3.3 77.48KB 6.69
libglx 1.7.0 - 73.73KB -
openssl 3.4.0 3.3.2 54.37KB 1.93
python-gssapi 1.9.0 1.8.3 53.35KB 10.3
propcache 0.2.1 - 51.26KB -
libopengl 1.7.0 - 49.57KB -
cpython 3.10.16 - 47.74KB -
libegl 1.7.0 - 43.79KB -
requests-toolbelt 1.0.0 - 43.25KB -
narwhals 1.17.0 1.8.1 43.08KB 44.69
pytorch-lightning 2.3.3 2.0.9 41.88KB 10.74
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.9 37.88KB 87.39
xz-gpl-tools 5.6.3 - 32.57KB -
libgcrypt-tools 1.11.0 - 32.48KB -
libssh2 1.11.1 1.11.0 32.37KB 12.22
altair 5.5.0 5.4.1 31.15KB 6.88
spacy 3.8.2 3.7.5 28.94KB 0.55
c-ares 1.34.3 1.33.1 21.54KB 12.07
fonttools 4.55.3 4.53.1 19.15KB 0.84
faiss-cpu 1.8.0 - 16.97KB -
huggingface_hub 0.26.5 0.24.7 15.44KB 6.09
libnghttp2 1.64.0 1.58.0 15.30KB 2.48
langsmith 0.1.147 0.1.121 14.56KB 5.87
thinc 8.3.2 8.2.5 12.35KB 1.44
fastcore 1.7.20 1.7.8 11.10KB 15.7
fsspec 2024.3.1 2023.6.0 10.66KB 9.23
jupyter-ai 2.28.1 2.23.0 10.21KB 1.4
packaging 24.2 24.1 9.64KB 19.63
language-data 1.3.0 1.2.0 9.24KB 0.22
requests-kerberos 0.15.0 0.14.0 8.72KB 53.0
anyio 4.7.0 4.4.0 8.28KB 8.13
libsqlite 3.47.2 3.46.1 8.14KB 0.96
redshift_connector 2.1.4 2.1.2 8.00KB 8.48
matplotlib 3.9.3 3.9.2 7.86KB 91.55
libhwloc 2.11.2 2.11.1 7.27KB 0.31
bcrypt 4.2.1 4.2.0 6.06KB 2.5
libmambapy 1.5.11 1.5.9 5.96KB 1.88
xorg-libx11 1.8.10 1.8.9 5.20KB 0.64
sleef 3.7 3.6.1 4.64KB 0.25
fmt 11.0.2 10.2.1 4.57KB 2.41
opt_einsum 3.4.0 3.3.0 4.37KB 7.71
alsa-lib 1.2.13 1.2.12 4.27KB 0.79
wheel 0.45.1 0.44.0 4.24KB 7.42
greenlet 3.1.1 3.1.0 3.69KB 1.78
json5 0.10.0 0.9.25 3.49KB 12.78
tomli 2.2.1 2.0.1 3.15KB 20.24
orjson 3.10.12 3.10.7 3.12KB 1.06
httpcore 1.0.7 1.0.5 3.07KB 6.86
google-auth 2.36.0 2.34.0 2.96KB 2.69
deepmerge 2.0 1.1.1 2.95KB 23.3
tinycss2 1.4.0 1.3.0 2.81KB 11.34
libgfortran5 14.2.0 14.1.0 2.64KB 0.19
contourpy 1.3.1 1.3.0 2.49KB 0.99
aioitertools 0.12.0 0.11.0 2.42KB 10.99
cloudpathlib 0.20.0 0.19.0 2.35KB 5.84
libgcc 14.2.0 14.1.0 2.31KB 0.28
jedi 0.19.2 0.19.1 2.28KB 0.28
pyparsing 3.2.0 3.1.4 2.14KB 2.43
six 1.17.0 1.16.0 2.08KB 14.91
snowflake-connector-python 3.12.4 3.12.1 1.97KB 0.21
libgcc-ng 14.2.0 14.1.0 1.93KB 3.78
libgfortran-ng 14.2.0 14.1.0 1.85KB 3.63
libstdcxx-ng 14.2.0 14.1.0 1.84KB 3.61
jupyter-ai-magics 2.28.1 2.23.0 1.84KB 5.53
libgfortran 14.2.0 14.1.0 1.81KB 3.56
pywavelets 1.8.0 1.7.0 1.74KB 0.05
bleach 6.2.0 6.1.0 1.67KB 1.31
conda-package-handling 2.4.0 2.3.0 1.62KB 0.65
sagemaker-jupyterlab-extension-common 0.1.30 0.1.21 1.58KB 0.72
pylint 3.3.2 3.2.7 1.56KB 0.45
amazon-q-developer-jupyterlab-ext 3.4.5 3.2.0 1.54KB 0.65
openjpeg 2.5.3 2.5.2 1.36KB 0.41
ipython 8.30.0 8.27.0 1.34KB 0.23
werkzeug 3.1.3 3.0.4 1.25KB 0.53
conda-package-streaming 0.11.0 0.10.0 1.15KB 6.09
multiprocess 0.70.17 0.70.16 1.10KB 0.47
libdeflate 1.22 1.21 1.05KB 1.52
lightning-utilities 0.11.9 0.11.7 974.00B 3.53
jupyterlab-git 0.50.2 0.50.1 968.00B 0.11
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.5 962.00B 0.56
charset-normalizer 3.4.0 3.3.2 936.00B 2.01
paramiko 3.5.0 3.4.1 925.00B 0.58
libstdcxx 14.2.0 14.1.0 914.00B 0.02
gast 0.6.0 0.5.5 850.00B 3.54
stack_data 0.6.3 0.6.2 783.00B 2.99
xorg-libxdmcp 1.1.5 1.1.3 775.00B 4.05
pyjwt 2.10.1 2.9.0 747.00B 3.07
conda-libmamba-solver 24.9.0 24.7.0 723.00B 1.77
truststore 0.10.0 0.9.2 713.00B 3.38
menuinst 2.2.0 2.1.2 675.00B 0.48
flask 3.1.0 3.0.3 651.00B 0.81
xkeyboard-config 2.43 2.42 477.00B 0.12
zipp 3.21.0 3.20.2 400.00B 1.87
pyathena 3.11.0 3.9.0 386.00B 0.7
s3transfer 0.10.4 0.10.2 356.00B 0.57
frozenlist 1.5.0 1.4.1 328.00B 0.55
libxcb 1.17.0 1.16 318.00B 0.08
types-python-dateutil 2.9.0.20241206 2.9.0.20240906 315.00B 1.45
rich 13.9.4 13.8.1 288.00B 0.16
reproc-cpp 14.2.5.post0 14.2.4.post0 286.00B 1.13
reproc 14.2.5.post0 14.2.4.post0 266.00B 0.78
expat 2.6.4 2.6.3 254.00B 0.18
marshmallow 3.23.1 3.22.0 157.00B 0.17
pyspnego 0.11.2 0.11.1 138.00B 0.07
python-fastjsonschema 2.21.1 2.20.0 94.00B 0.04
jupyter_client 8.6.3 8.6.2 94.00B 0.09
prometheus_client 0.21.1 0.20.0 89.00B 0.18
sqlparse 0.5.3 0.5.1 76.00B 0.19
smart_open 7.0.5 7.0.4 65.00B 0.13
webcolors 24.11.1 24.8.0 53.00B 0.29
filelock 3.16.1 3.16.0 39.00B 0.22
nbclient 0.10.1 0.10.0 27.00B 0.1
whatthepatch 1.0.7 1.0.6 22.00B 0.13
langchain-core 0.2.43 0.2.40 -29.00B -0.01
tqdm 4.67.1 4.66.5 -35.00B -0.04
termcolor 2.5.0 2.4.0 -56.00B -0.44
xorg-libxext 1.3.6 1.3.4 -83.00B -0.17
ppft 1.7.6.9 1.7.6.8 -94.00B -0.28
platformdirs 4.3.6 4.3.3 -130.00B -0.63
smart-open 7.0.5 7.0.4 -139.00B -1.93
jupyter-scheduler 2.10.0 2.7.1 -140.00B -2.14
prompt_toolkit 3.0.48 3.0.47 -150.00B -2.21
pox 0.3.5 0.3.4 -182.00B -0.68
tornado 6.4.2 6.4.1 -198.00B -0.03
imageio 2.36.1 2.35.1 -212.00B -0.07
python-dateutil 2.9.0.post0 2.9.0 -237.00B -0.11
cymem 2.0.10 2.0.8 -290.00B -0.56
libexpat 2.6.4 2.6.3 -312.00B -0.42
cytoolz 1.0.0 0.12.3 -540.00B -0.15
langcodes 3.4.1 3.4.0 -548.00B -0.35
pytz 2024.2 2023.3 -616.00B -0.33
patsy 1.0.1 0.5.6 -624.00B -0.33
sagemaker-jupyterlab-emr-extension 0.3.4 0.3.3 -676.00B -0.23
asttokens 3.0.0 2.4.1 -716.00B -2.48
blinker 1.9.0 1.8.2 -773.00B -5.26
fastai 2.7.18 2.7.17 -818.00B -0.44
prompt-toolkit 3.0.48 3.0.47 -862.00B -0.32
marisa-trie 1.2.0 1.1.0 -883.00B -0.48
markupsafe 3.0.2 2.1.5 -943.00B -3.92
regex 2024.11.6 2024.9.11 -1.04KB -0.3
yarl 1.18.3 1.11.1 -1.40KB -1.01
python-tzdata 2024.2 2024.1 -1.75KB -1.24
tzdata 2024b 2024a -1.77KB -1.46
libcurl 8.11.1 8.10.0 -1.95KB -0.47
httpx 0.28.1 0.27.2 -1.96KB -3.08
astroid 3.3.6 3.2.4 -2.54KB -0.65
libgpg-error 1.51 1.50 -4.92KB -1.84
pyopenssl 24.3.0 24.2.1 -5.24KB -4.19
pixman 0.44.2 0.43.2 -5.62KB -1.49
fontconfig 2.15.0 2.14.2 -6.26KB -2.36
sympy 1.13.3 1.13.2 -6.98KB -0.16
libmamba 1.5.11 1.5.9 -19.59KB -1.18
sqlalchemy 2.0.36 2.0.34 -21.47KB -0.78
libpq 16.6 16.4 -34.76KB -1.42
ld_impl_linux-64 2.43 2.40 -37.49KB -5.43
ripgrep 14.1.1 14.1.0 -45.01KB -2.74
statsmodels 0.14.4 0.14.3 -51.10KB -0.48
uvicorn 0.32.1 0.30.6 -51.68KB -51.75
libdrm 2.4.124 2.4.123 -59.16KB -19.98
sagemaker-code-editor 1.1.5 1.1.0 -64.13KB -0.16
amazon_sagemaker_sql_editor 0.1.13 0.1.11 -270.64KB -1.53
python 3.10.16 3.10.14 -310.66KB -1.25
xz 5.6.3 5.2.6 -385.64KB -94.39
cryptography 44.0.0 42.0.8 -397.00KB -20.9
setuptools 75.6.0 73.0.1 -670.12KB -46.99
babel 2.16.0 2.14.0 -1.01MB -13.91
cython-blis 1.0.1 0.7.10 -1.83MB -24.6
jupyter_scheduler 2.10.0 2.7.1 -4.78MB -95.52
llvm-openmp 19.1.5 18.1.8 -52.72MB -94.54

Python Package Size Report (CPU)

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.25GB 1.27GB -20.95MB -1.61

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2022.2.1 201.46MB
tensorflow-base 2.15.0 136.50MB
pytorch 2.0.0 66.99MB
catboost 1.2.7 45.27MB
qt6-main 6.7.2 44.84MB
libgoogle-cloud 2.12.0 41.48MB
pillow 10.4.0 40.77MB
sagemaker-code-editor 1.1.5 39.10MB
libllvm19 19.1.2 38.28MB
libllvm18 18.1.8 36.46MB
libllvm15 15.0.7 31.78MB
libllvm14 14.0.6 30.03MB
python 3.10.16 24.03MB
libarrow 15.0.0 21.99MB
pandoc 3.6 20.25MB
libclang-cpp18.1 18.1.8 18.29MB
amazon_sagemaker_sql_editor 0.1.13 16.99MB
nodejs 18.20.3 14.82MB
scipy 1.11.4 14.55MB
pandas 2.1.4 11.84MB

Python Package Size Delta

The total size of newly introduced Python packages is 43.56MB, accounts for 3.4% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libllvm19 19.1.2 - 38.28MB -
libfaiss 1.8.0 - 1.47MB -
faiss 1.8.0 - 1.27MB -
libclang13 19.1.2 18.1.8 783.75KB 7.28
libgcrypt-lib 1.11.0 - 572.45KB -
libsystemd0 256.9 - 400.80KB -
liblzma-devel 5.6.3 - 367.96KB -
debugpy 1.8.10 1.8.5 227.39KB 12.05
pandoc 3.6 3.4 224.79KB 1.1
dash 2.18.2 2.18.1 200.57KB 3.89
libtiff 4.7.0 4.6.0 143.34KB 52.01
libudev1 256.9 - 137.75KB -
libgl 1.7.0 - 131.55KB -
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Python Package Dependency Report

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

@sagemaker-distribution-bot sagemaker-distribution-bot deleted the release-1.12.0 branch December 13, 2024 02:36
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: ef25020
  • Result: FAILED
  • Build Logs (available for 30 days)

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