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release: v2.1.1 #528

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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: fc156bf
  • 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: 2.1.1(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
pytorch 2.3.1 2.3.1
altair 5.4.1 5.4.1
boto3 1.34.162 1.34.162
ipython 8.28.0 8.28.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.1.8 4.1.8
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.2.17 0.2.17
jupyter-ai 2.25.0 2.25.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.9.0 2.9.0
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.7
pandas 2.2.3 2.2.3
amazon-sagemaker-sql-magic 0.1.3 0.1.3
jupyterlab-lsp 5.0.3 5.0.3
amazon_sagemaker_sql_editor 0.1.13 0.1.13
scipy 1.14.1 1.14.1
matplotlib-base 3.9.3 3.9.3
scikit-learn 1.5.2 1.5.2
sentencepiece 0.1.99 0.1.99
pip 24.2 24.2
torchvision 0.18.1 0.18.1
autogluon 1.1.1 1.1.1
ipywidgets 8.1.5 8.1.5
notebook 7.1.3 7.1.3
jupyter 1.1.1 1.1.1
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.11 1.5.11
conda 24.9.2 24.9.2
uvicorn 0.32.1 0.32.1
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
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 3.6.0 3.6.0
langchain-aws 0.1.18 0.1.18
mlflow 2.17.2 2.17.2
py-xgboost-gpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
sagemaker-code-editor 1.3.5 1.3.5
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-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.227.0 2.227.0
sagemaker-studio-analytics-extension 0.1.2 0.1.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

Staleness Report: 2.1.1(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
pytorch 2.4.1 2.4.1
altair 5.4.1 5.4.1
boto3 1.34.162 1.34.162
ipython 8.28.0 8.28.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.1.8 4.1.8
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.2.17 0.2.17
jupyter-ai 2.25.0 2.25.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.9.0 2.9.0
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.7
pandas 2.2.3 2.2.3
amazon-sagemaker-sql-magic 0.1.3 0.1.3
jupyterlab-lsp 5.0.3 5.0.3
amazon_sagemaker_sql_editor 0.1.13 0.1.13
scipy 1.14.1 1.14.1
matplotlib-base 3.9.3 3.9.3
scikit-learn 1.5.2 1.5.2
sentencepiece 0.1.99 0.1.99
pip 24.2 24.2
torchvision 0.19.1 0.19.1
autogluon 1.1.1 1.1.1
ipywidgets 8.1.5 8.1.5
notebook 7.1.3 7.1.3
jupyter 1.1.1 1.1.1
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.11 1.5.11
conda 24.9.2 24.9.2
uvicorn 0.32.1 0.32.1
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
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 3.6.0 3.6.0
langchain-aws 0.1.18 0.1.18
mlflow 2.17.2 2.17.2
py-xgboost-cpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
sagemaker-code-editor 1.3.5 1.3.5
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-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.227.0 2.227.0
sagemaker-studio-analytics-extension 0.1.2 0.1.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

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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: 2.1.1-gpu or base image: 2.1.0-gpu

CPU Total Image Size Report

Failed to retrieve size for target image: 2.1.1-cpu or base image: 2.1.0-cpu

Python Package Size Report (GPU)

Target Image Version: 2.1.1 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.62GB 3.59GB 24.06MB 0.65

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.3.1 481.83MB
cudnn 8.9.7.29 446.57MB
tensorflow-base 2.17.0 368.07MB
libcublas 12.5.3.2 240.05MB
libmagma 2.7.2 229.91MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libcusparse 12.5.1.3 119.08MB
nccl 2.23.4.1 118.82MB
libnpp 12.3.0.159 94.79MB
libxgboost 2.1.3 93.38MB
libcusolver 11.6.3.83 79.26MB
gcc_impl_linux-64 13.3.0 64.34MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.3.5 41.31MB
pillow 10.4.0 40.35MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB
pytorch 2.3.1 31.76MB

Python Package Size Delta

The total size of newly introduced Python packages is 21.41MB, accounts for 0.58% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
spacy 3.8.2 - 5.61MB -
cython-blis 1.0.1 - 5.60MB -
language-data 1.3.0 - 4.04MB -
pydantic-core 2.27.1 - 1.56MB -
thinc 8.3.2 - 995.38KB -
srsly 2.4.8 - 678.78KB -
libgcrypt-lib 1.11.0 - 572.45KB -
liblzma-devel 5.6.3 - 367.96KB -
unicodedata2 15.1.0 - 359.78KB -
svt-av1 2.3.0 2.2.1 333.94KB 14.22
pandoc 3.6 3.5 228.19KB 1.11
dash 2.18.2 2.18.1 200.57KB 3.89
sagemaker-code-editor 1.3.5 1.3.3 187.16KB 0.44
fastai 2.7.18 - 182.43KB -
marisa-trie 1.2.0 - 177.08KB -
langcodes 3.4.1 - 151.37KB -
preshed 3.0.9 - 132.29KB -
gnutls 3.8.8 3.8.7 121.63KB 6.64
liblzma 5.6.3 - 108.53KB -
libgcrypt-devel 1.11.0 - 103.61KB -
xz-tools 5.6.3 - 88.24KB -
confection 0.1.4 - 87.08KB -
mlflow-skinny 2.17.2 2.17.0 85.52KB 1.49
cryptography 44.0.0 43.0.3 84.22KB 5.78
fastcore 1.7.20 - 81.79KB -
python 3.11.11 3.11.10 78.93KB 0.26
networkx 3.4.2 3.4.1 65.76KB 5.62
wasabi 1.1.2 - 57.00KB -
pycrdt 0.10.8 0.10.3 56.78KB 8.13
openssl 3.4.0 3.3.2 54.37KB 1.93
opencl-headers 2024.10.24 - 52.79KB -
cymem 2.0.10 - 50.62KB -
py-spy 0.4.0 0.3.14 44.78KB 2.79
requests-toolbelt 1.0.0 - 43.25KB -
cloudpathlib 0.20.0 - 42.54KB -
catalogue 2.0.10 - 42.12KB -
weasel 0.4.1 - 41.42KB -
mdit-py-plugins 0.4.2 - 41.19KB -
textual 0.89.1 0.83.0 37.95KB 9.38
murmurhash 1.0.10 - 34.79KB -
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
narwhals 1.17.0 1.9.4 31.61KB 29.3
databricks-sdk 0.39.0 0.34.0 28.75KB 8.28
spacy-legacy 3.0.12 - 28.01KB -
mlflow-ui 2.17.2 2.17.0 27.76KB 0.64
linkify-it-py 2.0.3 - 23.59KB -
memray 1.15.0 1.13.4 22.89KB 3.3
optree 0.13.1 0.13.0 21.97KB 6.55
spacy-loggers 1.0.5 - 21.25KB -
rpds-py 0.22.3 0.20.0 19.30KB 5.95
annotated-types 0.7.0 - 17.65KB -
fastdownload 0.0.7 - 17.48KB -
rich-toolkit 0.11.3 - 16.95KB -
fastprogress 1.0.3 - 16.73KB -
poppler 24.12.0 24.08.0 16.48KB 0.88
libnghttp2 1.64.0 1.58.0 15.30KB 2.48
libopenblas 0.3.28 0.3.27 15.10KB 0.28
fonttools 4.55.3 4.54.1 13.25KB 0.47
langsmith 0.1.147 0.1.129 12.74KB 5.1
uc-micro-py 1.0.3 - 10.94KB -
packaging 24.2 24.1 9.64KB 19.63
yarl 1.18.3 1.15.5 9.21KB 6.53
httptools 0.6.4 0.6.1 8.87KB 10.0
libsqlite 3.47.2 3.46.1 8.14KB 0.96
redshift_connector 2.1.4 2.1.2 8.00KB 8.48
snowflake-connector-python 3.12.4 3.12.2 7.36KB 0.65
smart-open 7.0.5 - 6.91KB -
bcrypt 4.2.1 4.2.0 6.26KB 2.58
pywavelets 1.8.0 1.7.0 6.00KB 0.16
libhwloc 2.11.2 2.11.1 5.11KB 0.22
opentelemetry-semantic-conventions 0.49b2 0.48b0 4.60KB 6.16
websockets 14.1 13.1 4.55KB 1.97
huggingface_hub 0.26.5 0.25.2 4.29KB 1.62
wheel 0.45.1 0.44.0 4.24KB 7.42
opentelemetry-sdk 1.28.2 1.27.0 4.18KB 5.79
json5 0.10.0 0.9.25 3.49KB 12.78
nspr 4.36 4.35 3.28KB 1.48
httpcore 1.0.7 1.0.6 3.17KB 7.11
multiprocess 0.70.17 0.70.16 2.87KB 0.84
tinycss2 1.4.0 1.3.0 2.81KB 11.34
llvm-openmp 19.1.5 19.1.2 2.80KB 0.09
anyio 4.7.0 4.6.2.post1 2.80KB 2.61
typer 0.15.1 0.12.5 2.76KB 5.3
typer-slim-standard 0.15.1 0.12.5 2.65KB 5.8
orjson 3.10.12 3.10.7 2.51KB 0.85
libarchive 3.7.7 3.7.4 2.31KB 0.27
jedi 0.19.2 0.19.1 2.28KB 0.28
c-blosc2 2.15.2 2.15.1 2.09KB 0.63
six 1.17.0 1.16.0 2.08KB 14.91
wrapt 1.17.0 1.16.0 1.95KB 3.14
google-api-core 2.24.0 2.21.0 1.74KB 2.0
bleach 6.2.0 6.1.0 1.67KB 1.31
libjxl 0.11.1 0.11.0 1.40KB 0.1
openjpeg 2.5.3 2.5.2 1.36KB 0.41
werkzeug 3.1.3 3.0.4 1.25KB 0.53
fastapi-cli 0.0.6 0.0.5 1.05KB 7.42
lightning-utilities 0.11.9 0.11.8 1015.00B 3.69
nss 3.107 3.105 1005.00B 0.05
jupyterlab-git 0.50.2 0.50.1 968.00B 0.11
tomli 2.2.1 2.0.2 964.00B 5.3
gast 0.6.0 0.5.5 850.00B 3.54
libmamba 1.5.11 1.5.10 795.00B 0.05
frozenlist 1.5.0 1.4.1 789.00B 1.31
stack_data 0.6.3 0.6.2 783.00B 2.99
python-multipart 0.0.19 0.0.12 772.00B 2.86
pyjwt 2.10.1 2.9.0 747.00B 3.07
truststore 0.10.0 0.9.2 713.00B 3.38
ripgrep 14.1.1 14.1.0 710.00B 0.04
googleapis-common-protos 1.66.0 1.65.0 688.00B 0.59
flask 3.1.0 3.0.3 651.00B 0.81
sagemaker-jupyterlab-extension-common 0.1.30 0.1.24 599.00B 0.27
opentelemetry-api 1.28.2 1.27.0 534.00B 1.22
s3transfer 0.10.4 0.10.3 529.00B 0.84
platformdirs 4.3.6 3.11.0 463.00B 2.32
jupyter-collaboration 2.1.5 2.1.4 402.00B 0.82
zipp 3.21.0 3.20.2 400.00B 1.87
imageio 2.36.1 2.36.0 399.00B 0.14
pyathena 3.11.0 3.9.0 386.00B 0.7
types-python-dateutil 2.9.0.20241206 2.9.0.20241003 339.00B 1.56
fastapi 0.115.6 0.115.2 332.00B 0.46
cpython 3.11.11 3.11.10 327.00B 0.71
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
deprecated 1.2.15 1.2.14 264.00B 1.88
contourpy 1.3.1 1.3.0 263.00B 0.09
menuinst 2.2.0 2.1.2 229.00B 0.13
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.0 170.00B 0.07
astroid 3.3.6 3.3.5 149.00B 0.03
amazon-sagemaker-jupyter-scheduler 3.1.7 3.1.6 149.00B 0.09
pylint 3.3.2 3.3.1 104.00B 0.03
python-fastjsonschema 2.21.1 2.20.0 94.00B 0.04
sqlparse 0.5.3 0.5.1 76.00B 0.19
setproctitle 1.3.4 1.3.3 75.00B 0.37
webcolors 24.11.1 24.8.0 53.00B 0.29
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.12 41.00B 0.05
nbclient 0.10.1 0.10.0 27.00B 0.1
whatthepatch 1.0.7 1.0.6 22.00B 0.13
proto-plus 1.25.0 1.24.0 -5.00B -0.01
mako 1.3.8 1.3.5 -11.00B -0.02
starlette 0.41.3 0.40.0 -15.00B -0.03
prometheus_client 0.21.1 0.21.0 -22.00B -0.04
langchain-core 0.2.43 0.2.40 -29.00B -0.01
tqdm 4.67.1 4.66.5 -35.00B -0.04
py-xgboost 2.1.3 2.1.1 -37.00B -0.03
graphene 3.4.3 3.4 -53.00B -0.11
xgboost 2.1.3 2.1.1 -63.00B -0.42
uvicorn-standard 0.32.1 0.32.0 -63.00B -0.88
py-xgboost-gpu 2.1.3 2.1.1 -80.00B -0.53
mlflow 2.17.2 2.17.0 -84.00B -0.53
pathos 0.3.3 0.3.2 -85.00B -0.16
google-auth 2.36.0 2.35.0 -121.00B -0.1
rich 13.9.4 13.9.2 -124.00B -0.07
libmambapy 1.5.11 1.5.10 -169.00B -0.05
python-dateutil 2.9.0.post0 2.9.0 -237.00B -0.11
marshmallow 3.23.1 3.23.0 -282.00B -0.3
libexpat 2.6.4 2.6.3 -312.00B -0.42
propcache 0.2.1 0.2.0 -401.00B -0.75
alembic 1.14.0 1.13.3 -482.00B -0.3
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
pyspnego 0.11.2 0.11.1 -700.00B -0.26
asttokens 3.0.0 2.4.1 -716.00B -2.48
blinker 1.9.0 1.8.2 -773.00B -5.26
c-ares 1.34.3 1.34.2 -940.00B -0.46
tornado 6.4.2 6.4.1 -1.05KB -0.13
langchain 0.2.17 0.2.16 -1.14KB -0.27
langchain-community 0.2.19 0.2.16 -1.59KB -0.14
libcurl 8.11.1 8.10.1 -1.84KB -0.44
httpx 0.28.1 0.27.2 -1.96KB -3.08
typer-slim 0.15.1 0.12.5 -2.00KB -4.49
debugpy 1.8.10 1.8.7 -2.12KB -0.09
regex 2024.11.6 2024.9.11 -2.57KB -0.64
setuptools 75.6.0 75.1.0 -3.13KB -0.41
cairo 1.18.2 1.18.0 -4.62KB -0.48
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
libxml2 2.13.5 2.12.7 -16.19KB -2.34
nodejs 20.18.0 20.17.0 -18.33KB -0.11
matplotlib-base 3.9.3 3.9.2 -45.06KB -0.57
elfutils 0.192 0.191 -61.06KB -5.28
uvicorn 0.32.1 0.32.0 -83.88KB -63.52
amazon_sagemaker_sql_editor 0.1.13 0.1.12 -141.42KB -0.81
xz 5.6.3 5.2.6 -385.64KB -94.39
babel 2.16.0 2.14.0 -1.01MB -13.91
pydantic 2.10.3 1.10.17 -1.86MB -86.04
libxgboost 2.1.3 2.1.1 -1.91MB -2.0
virtualenv 20.28.0 20.21.0 -2.82MB -46.84

Python Package Size Report (CPU)

Target Image Version: 2.1.1 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.09GB 1.08GB 16.40MB 1.49

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2023.2.0 156.82MB
tensorflow-base 2.17.0 149.59MB
libtorch 2.4.1 49.40MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.3.5 41.31MB
pillow 10.4.0 40.35MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB
python 3.11.11 29.21MB
ray-core 2.37.0 28.26MB
pandoc 3.6 20.25MB
amazon_sagemaker_sql_editor 0.1.13 16.99MB
scipy 1.14.1 16.91MB
nodejs 20.18.0 16.40MB
pandas 2.2.3 14.97MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
icu 75.1 11.57MB
scikit-image 0.24.0 10.74MB
scikit-learn 1.5.2 10.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 21.36MB, accounts for 1.91% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
spacy 3.8.2 - 5.61MB -
cython-blis 1.0.1 - 5.60MB -
language-data 1.3.0 - 4.04MB -
pydantic-core 2.27.1 - 1.56MB -
thinc 8.3.2 - 995.38KB -
srsly 2.4.8 - 678.78KB -
libgcrypt-lib 1.11.0 - 572.45KB -
liblzma-devel 5.6.3 - 367.96KB -
unicodedata2 15.1.0 - 359.78KB -
svt-av1 2.3.0 2.2.1 333.94KB 14.22
pandoc 3.6 3.5 228.19KB 1.11
dash 2.18.2 2.18.1 200.57KB 3.89
sagemaker-code-editor 1.3.5 1.3.3 187.16KB 0.44
fastai 2.7.18 - 182.43KB -
marisa-trie 1.2.0 - 177.08KB -
langcodes 3.4.1 - 151.37KB -
preshed 3.0.9 - 132.29KB -
gnutls 3.8.8 3.8.7 121.63KB 6.64
liblzma 5.6.3 - 108.53KB -
libgcrypt-devel 1.11.0 - 103.61KB -
xz-tools 5.6.3 - 88.24KB -
confection 0.1.4 - 87.08KB -
mlflow-skinny 2.17.2 2.17.0 85.52KB 1.49
cryptography 44.0.0 43.0.3 84.22KB 5.78
fastcore 1.7.20 - 81.79KB -
python 3.11.11 3.11.10 78.93KB 0.26
networkx 3.4.2 3.4.1 65.76KB 5.62
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pydantic 2.10.3 1.10.17 -1.86MB -86.04
virtualenv 20.28.0 20.21.0 -2.82MB -46.84

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Python Package Dependency Report

Target Image Version: 2.1.1 | Base Image Version: 2.1.0

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

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: f192e59
  • Result: FAILED
  • Build Logs (available for 30 days)

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