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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.
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