v138 - TPU
·
123 commits
to main
since this release
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v138
== Comparing pip list --format=freeze ==
> accelerate==0.24.1
ansiwrap==0.8.4 | anyio==4.0.0
anyio==3.7.1 | argon2-cffi==23.1.0
appdirs==1.4.4 <
argon2-cffi==21.3.0 <
array-record==0.4.0 | array-record==0.5.0
arrow==1.2.3 | arrow==1.3.0
astroid==2.15.6 | astroid==2.15.8
asttokens==2.2.1 | asttokens==2.4.1
audioread==3.0.0 | audioread==3.0.1
autopep8==2.0.2 | autopep8==2.0.4
Babel==2.12.1 | Babel==2.13.1
backcall==0.2.0 <
bleach==6.0.0 | bleach==6.1.0
cached-property==1.5.2 | cachetools==5.3.2
cachetools==5.3.1 | certifi==2023.7.22
certifi==2023.5.7 | cffi==1.16.0
cffi==1.15.1 | charset-normalizer==3.3.2
charset-normalizer==3.2.0 | chex==0.1.84
chex==0.1.7 | click==8.1.7
click==8.1.4 <
cloudpickle==1.6.0 | cloudpickle==3.0.0
cmake==3.26.4 | comm==0.1.4
comm==0.1.3 | contourpy==1.2.0
contourpy==1.1.0 | cycler==0.12.1
cycler==0.11.0 | debugpy==1.8.0
debugpy==1.6.7 <
dill==0.3.6 | diffusers==0.21.4
distrax==0.1.2 | dill==0.3.7
dm-haiku==0.0.10.dev0 | distrax==0.1.4
> dm-haiku==0.0.11.dev0
docker-pycreds==0.4.0 | docstring-to-markdown==0.13
docstring-to-markdown==0.12 <
einops==0.6.1 <
elegy==0.8.6 <
etils==1.3.0 | etils==1.5.2
exceptiongroup==1.1.2 | exceptiongroup==1.1.3
executing==1.2.0 | executing==2.0.1
fastjsonschema==2.17.1 | fastjsonschema==2.18.1
filelock==3.12.2 | filelock==3.13.1
flake8==6.0.0 | flake8==6.1.0
flax==0.7.0 | flax==0.7.4
fonttools==4.40.0 | fonttools==4.44.0
> fsspec==2023.10.0
gast==0.4.0 | gast==0.5.4
gitdb==4.0.10 <
GitPython==3.1.31 <
google-auth==2.21.0 | google-auth==2.23.4
google-auth-httplib2==0.1.0 | google-auth-httplib2==0.1.1
googleapis-common-protos==1.59.1 | googleapis-common-protos==1.61.0
grpcio==1.56.0 | grpcio==1.59.2
h5py==3.9.0 | h5py==3.10.0
> huggingface-hub==0.17.3
importlib-resources==6.0.0 | importlib-resources==6.1.0
ipykernel==6.24.0 | ipykernel==6.26.0
ipython==8.12.2 | ipython==8.17.2
jax==0.4.6 | jax==0.4.17
jaxlib==0.4.6 | jaxlib==0.4.17
jedi==0.18.2 | jedi==0.19.1
joblib==1.3.1 | joblib==1.3.2
jsonschema==4.18.0 | jsonschema==4.19.2
jsonschema-specifications==2023.6.1 | jsonschema-specifications==2023.7.1
jupyter_client==8.3.0 | jupyter_client==7.4.9
jupyter_core==5.3.1 | jupyter_core==5.5.0
jupyter-events==0.6.3 | jupyter-events==0.8.0
jupyter_server==2.7.0 | jupyter_server==2.9.1
jupyter-ydoc==0.2.4 | jupyter-ydoc==0.2.5
jupyterlab==3.6.5 | jupyterlab==3.6.6
jupyterlab_server==2.23.0 | jupyterlab_server==2.25.0
keras==2.12.0 | keras==2.14.0
kiwisolver==1.4.4 | kiwisolver==1.4.5
libclang==16.0.0 | libclang==16.0.6
librosa==0.10.0.post2 | librosa==0.10.1
libtpu-nightly==0.1.dev20230309 | libtpu-nightly==0.1.dev20231003
lit==16.0.6 | llvmlite==0.41.1
llvmlite==0.40.1 | Markdown==3.5.1
Markdown==3.4.3 <
matplotlib==3.7.2 | matplotlib==3.8.1
mistune==3.0.1 | mistune==3.0.2
msgpack==1.0.5 | msgpack==1.0.7
nbconvert==7.6.0 | nbconvert==7.10.0
nbformat==5.9.0 | nbformat==5.9.2
nest-asyncio==1.5.6 | nest-asyncio==1.5.8
networkx==3.1 | networkx==3.2.1
notebook==6.5.4 | notebook==6.5.6
numba==0.57.1 | numba==0.58.1
numpy==1.23.5 | numpy==1.26.1
nvidia-cublas-cu11==11.10.3.66 | nvidia-cublas-cu12==12.1.3.1
nvidia-cuda-cupti-cu11==11.7.101 | nvidia-cuda-cupti-cu12==12.1.105
nvidia-cuda-nvrtc-cu11==11.7.99 | nvidia-cuda-nvrtc-cu12==12.1.105
nvidia-cuda-runtime-cu11==11.7.99 | nvidia-cuda-runtime-cu12==12.1.105
nvidia-cudnn-cu11==8.5.0.96 | nvidia-cudnn-cu12==8.9.2.26
nvidia-cufft-cu11==10.9.0.58 | nvidia-cufft-cu12==11.0.2.54
nvidia-curand-cu11==10.2.10.91 | nvidia-curand-cu12==10.3.2.106
nvidia-cusolver-cu11==11.4.0.1 | nvidia-cusolver-cu12==11.4.5.107
nvidia-cusparse-cu11==11.7.4.91 | nvidia-cusparse-cu12==12.1.0.106
nvidia-nccl-cu11==2.14.3 | nvidia-nccl-cu12==2.18.1
nvidia-nvtx-cu11==11.7.91 | nvidia-nvjitlink-cu12==12.3.52
> nvidia-nvtx-cu12==12.1.105
opencv-python-headless==4.8.0.74 | opencv-python-headless==4.8.1.78
optax==0.1.5 | optax==0.1.7
orbax-checkpoint==0.1.6 | orbax-checkpoint==0.4.2
overrides==7.3.1 | overrides==7.4.0
packaging==23.1 | packaging==23.2
pandas==2.0.3 | pandas==2.1.2
papermill==2.4.0 | papermill==2.5.0
pathtools==0.1.2 <
pickleshare==0.7.5 | Pillow==10.1.0
Pillow==10.0.0 <
pkgutil_resolve_name==1.3.10 | platformdirs==3.11.0
platformdirs==3.8.1 | pluggy==1.3.0
pluggy==1.2.0 | pooch==1.8.0
pooch==1.6.0 | prometheus-client==0.18.0
prometheus-client==0.17.0 <
protobuf==4.23.4 | protobuf==3.20.3
psutil==5.9.5 | psutil==5.9.6
pycodestyle==2.10.0 | pycodestyle==2.11.1
pyflakes==3.0.1 | pyflakes==3.1.0
Pygments==2.15.1 | Pygments==2.16.1
pylint==2.17.4 | pylint==2.17.7
pyparsing==3.0.9 | pyparsing==3.1.1
python-lsp-jsonrpc==1.0.0 | python-lsp-jsonrpc==1.1.2
python-lsp-server==1.7.4 | python-lsp-server==1.8.2
pytoolconfig==1.2.5 | pytoolconfig==1.2.6
pytz==2023.3 | pytz==2023.3.post1
PyYAML==6.0 | PyYAML==6.0.1
pyzmq==25.1.0 | pyzmq==24.0.1
referencing==0.29.1 | referencing==0.30.2
> regex==2023.10.3
rich==13.4.2 | rich==13.6.0
rope==1.9.0 | rope==1.11.0
rpds-py==0.8.10 | rpds-py==0.12.0
scikit-learn==1.3.0 | safetensors==0.4.0
scipy==1.10.1 | scikit-learn==1.3.2
> scipy==1.11.3
sentry-sdk==1.27.1 | setuptools==65.5.1
setproctitle==1.3.2 <
setuptools==57.5.0 <
shortuuid==1.0.11 <
smmap==5.0.0 <
soupsieve==2.4.1 | soupsieve==2.5
soxr==0.3.5 | soxr==0.3.7
stack-data==0.6.2 | stack-data==0.6.3
tenacity==8.2.2 | tenacity==8.2.3
tensorboard==2.12.3 | tensorboard==2.14.1
tensorboard-data-server==0.7.1 | tensorboard-data-server==0.7.2
tensorboardX==2.6.1 | tensorflow==2.14.0
tensorflow==2.12.0 | tensorflow-addons==0.22.0
tensorflow-addons==0.20.0 | tensorflow-datasets==4.9.3
tensorflow-datasets==4.9.2 | tensorflow-estimator==2.14.0
tensorflow-estimator==2.12.0 | tensorflow-hub==0.15.0
tensorflow-hub==0.13.0 | tensorflow-io==0.34.0
tensorflow-io==0.32.0 | tensorflow-io-gcs-filesystem==0.34.0
tensorflow-io-gcs-filesystem==0.32.0 | tensorflow-metadata==1.14.0
tensorflow-metadata==1.13.1 | tensorflow-probability==0.22.1
tensorflow-probability==0.20.1 | tensorflow-text==2.14.0
tensorflow-text==2.12.1 | tensorstore==0.1.45
tensorstore==0.1.40 <
textwrap3==0.9.2 | threadpoolctl==3.2.0
threadpoolctl==3.1.0 <
> tokenizers==0.14.1
tomlkit==0.11.8 | tomlkit==0.12.2
torch==2.0.0 | torch==2.1.0
torch-xla==2.0 | torch-xla==2.1.0+libtpu
torchaudio==2.0.0 | torchaudio==2.1.0
torchdata==0.6.0 | torchdata==0.7.0
torchtext==0.15.1 | torchtext==0.16.0
torchvision==0.15.1 | torchvision==0.16.0
tornado==6.3.2 | tornado==6.3.3
tqdm==4.65.0 | tqdm==4.66.1
traitlets==5.9.0 | traitlets==5.13.0
> transformers==4.35.0
treeo==0.0.10 | triton==2.1.0
treex==0.6.12 <
triton==2.0.0 <
typing_extensions==4.7.1 | types-python-dateutil==2.8.19.14
> typing_extensions==4.8.0
urllib3==1.26.16 | urllib3==2.0.7
wandb==0.12.16 | wcwidth==0.2.9
wcwidth==0.2.6 <
websocket-client==1.6.1 | websocket-client==1.6.4
Werkzeug==2.3.6 | Werkzeug==3.0.1
wheel==0.40.0 | wheel==0.41.3
y-py==0.5.9 | y-py==0.6.2
yapf==0.40.1 | yapf==0.40.2
ypy-websocket==0.8.2 | ypy-websocket==0.8.4
zipp==3.15.0 | zipp==3.17.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4 | base-files==12.4+deb12u2
curl==7.88.1-10 | curl==7.88.1-10+deb12u4
debian-archive-keyring==2023.3 | debian-archive-keyring==2023.3+deb12u1
debianutils==5.7-0.4 | debianutils==5.7-0.5~deb12u1
gir1.2-rsvg-2.0:amd64==2.54.5+dfsg-1 | gir1.2-rsvg-2.0:amd64==2.54.7+dfsg-1~deb12u1
krb5-multidev:amd64==1.20.1-2 | krb5-multidev:amd64==1.20.1-2+deb12u1
libc-bin==2.36-9 | libc-bin==2.36-9+deb12u3
libc-dev-bin==2.36-9 | libc-dev-bin==2.36-9+deb12u3
libc6:amd64==2.36-9 | libc6:amd64==2.36-9+deb12u3
libc6-dev:amd64==2.36-9 | libc6-dev:amd64==2.36-9+deb12u3
libcurl3-gnutls:amd64==7.88.1-10 | libcurl3-gnutls:amd64==7.88.1-10+deb12u4
libcurl4:amd64==7.88.1-10 | libcurl4:amd64==7.88.1-10+deb12u4
libcurl4-openssl-dev:amd64==7.88.1-10 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u4
libgssapi-krb5-2:amd64==1.20.1-2 | libgssapi-krb5-2:amd64==1.20.1-2+deb12u1
libgssrpc4:amd64==1.20.1-2 | libgssrpc4:amd64==1.20.1-2+deb12u1
libk5crypto3:amd64==1.20.1-2 | libk5crypto3:amd64==1.20.1-2+deb12u1
libkadm5clnt-mit12:amd64==1.20.1-2 | libkadm5clnt-mit12:amd64==1.20.1-2+deb12u1
libkadm5srv-mit12:amd64==1.20.1-2 | libkadm5srv-mit12:amd64==1.20.1-2+deb12u1
libkdb5-10:amd64==1.20.1-2 | libkdb5-10:amd64==1.20.1-2+deb12u1
libkrb5-3:amd64==1.20.1-2 | libkrb5-3:amd64==1.20.1-2+deb12u1
libkrb5-dev:amd64==1.20.1-2 | libkrb5-dev:amd64==1.20.1-2+deb12u1
libkrb5support0:amd64==1.20.1-2 | libkrb5support0:amd64==1.20.1-2+deb12u1
libmariadb-dev==1:10.11.3-1 | libmariadb-dev==1:10.11.4-1~deb12u1
libmariadb-dev-compat==1:10.11.3-1 | libmariadb-dev-compat==1:10.11.4-1~deb12u1
libmariadb3:amd64==1:10.11.3-1 | libmariadb3:amd64==1:10.11.4-1~deb12u1
libpam-modules:amd64==1.5.2-6 | libpam-modules:amd64==1.5.2-6+deb12u1
libpam-modules-bin==1.5.2-6 | libpam-modules-bin==1.5.2-6+deb12u1
libpam-runtime==1.5.2-6 | libpam-runtime==1.5.2-6+deb12u1
libpam0g:amd64==1.5.2-6 | libpam0g:amd64==1.5.2-6+deb12u1
librsvg2-2:amd64==2.54.5+dfsg-1 | librsvg2-2:amd64==2.54.7+dfsg-1~deb12u1
librsvg2-common:amd64==2.54.5+dfsg-1 | librsvg2-common:amd64==2.54.7+dfsg-1~deb12u1
librsvg2-dev:amd64==2.54.5+dfsg-1 | librsvg2-dev:amd64==2.54.7+dfsg-1~deb12u1
libssl-dev:amd64==3.0.9-1 | libssl-dev:amd64==3.0.11-1~deb12u2
libssl3:amd64==3.0.9-1 | libssl3:amd64==3.0.11-1~deb12u2
libsystemd0:amd64==252.6-1 | libsystemd0:amd64==252.17-1~deb12u1
libudev1:amd64==252.6-1 | libudev1:amd64==252.17-1~deb12u1
libwebp-dev:amd64==1.2.4-0.2 | libwebp-dev:amd64==1.2.4-0.2+deb12u1
libwebp7:amd64==1.2.4-0.2 | libwebp7:amd64==1.2.4-0.2+deb12u1
libwebpdemux2:amd64==1.2.4-0.2 | libwebpdemux2:amd64==1.2.4-0.2+deb12u1
libwebpmux3:amd64==1.2.4-0.2 | libwebpmux3:amd64==1.2.4-0.2+deb12u1
libx11-6:amd64==2:1.8.4-2+deb12u1 | libx11-6:amd64==2:1.8.4-2+deb12u2
libx11-data==2:1.8.4-2+deb12u1 | libx11-data==2:1.8.4-2+deb12u2
libx11-dev:amd64==2:1.8.4-2+deb12u1 | libx11-dev:amd64==2:1.8.4-2+deb12u2
libxml2:amd64==2.9.14+dfsg-1.2 | libxml2:amd64==2.9.14+dfsg-1.3~deb12u1
libxml2-dev:amd64==2.9.14+dfsg-1.2 | libxml2-dev:amd64==2.9.14+dfsg-1.3~deb12u1
linux-libc-dev:amd64==6.1.27-1 | linux-libc-dev:amd64==6.1.55-1
mariadb-common==1:10.11.3-1 | mariadb-common==1:10.11.4-1~deb12u1
openssh-client==1:9.2p1-2 | openssh-client==1:9.2p1-2+deb12u1
openssl==3.0.9-1 | openssl==3.0.11-1~deb12u2
== Comparing printenv | sort ==
BUILD_DATE=20230708-191608 | BUILD_DATE=20231106-122808
GIT_COMMIT=9206ba01f1497b13b7196a778c28657bacce6f79 | GIT_COMMIT=1c37aa88e88a9cbf6d0b2db4e1bc9f8e616375f8
GPG_KEY=E3FF2839C048B25C084DEBE9B26995E310250568 | GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
HOSTNAME=226bdc4c7877 | HOSTNAME=6fd11eb9881c
PIP_LIBTPU=/usr/local/lib/python3.8/site-packages/libtpu/libt <
PYTHON_GET_PIP_SHA256=96461deced5c2a487ddc65207ec5a9cffeca0d3 | PYTHON_GET_PIP_SHA256=22b849a10f86f5ddf7ce148ca2a31214504ee6c
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/0d8570 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/c6add4
PYTHON_SETUPTOOLS_VERSION=57.5.0 | PYTHON_SETUPTOOLS_VERSION=65.5.1
PYTHON_VERSION=3.8.17 | PYTHON_VERSION=3.10.13
PYTORCH_LIBTPU=/lib/torch-libtpu.so <