AI Platform (Unified) provides Docker container images that you run as pre-built
containers for custom training. These containers, which are organized by
machine learning (ML) framework and framework version, include common
dependencies that you might want to use in training code. In many cases, using a
pre-built container is simpler than creating your own custom container for
training.
This document lists the pre-built containers for training, and it describes how
to use them with a Python training
application.
Available container images
Each of the following container images is available in several
Artifact Registry repositories, which store data in various
locations. You can use any of
the URIs for an image when you perform custom training; each provides the same
container image. If you use the Google Cloud Console to perform custom training,
the Cloud Console selects the URI that best matches the location where
you are using AI Platform in order to reduce
latency.
TensorFlow
ML framework version |
Use with GPUs? |
URIs (choose any) |
Included dependencies |
2.4 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-4:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-4:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-4:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.4.x (latest patch)
numpy 1.19.4
pandas 1.1.5
scipy 1.5.4
scikit-learn 0.24.0
sympy 1.7.1
statsmodels 0.12.1
xgboost 1.3.1
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 3.13
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.0
python-json-logger 2.0.1
wheel 0.36.2
WebOb 1.8.6
Paste 3.5.0
tornado 5.1.1
grpcio 1.32.0
requests 2.25.1
webapp2 3.0.0b1
mock 4.0.3
google-cloud-bigquery 2.6.1
google-cloud-bigtable 1.6.1
google-cloud-datastore 2.1.0
google-cloud-logging 1.15.0
google-cloud-pubsub 2.2.0
google-cloud-resource-manager 0.30.3
google-cloud-storage 1.35.0
joblib 1.0.0
cloudml-hypertune
psutil 5.8.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.4 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-4:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-4:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-4:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.4.x (latest patch)
numpy 1.19.4
pandas 1.1.5
scipy 1.5.4
scikit-learn 0.24.0
sympy 1.7.1
statsmodels 0.12.1
xgboost 1.3.1
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 3.13
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.0
python-json-logger 2.0.1
wheel 0.36.2
WebOb 1.8.6
Paste 3.5.0
tornado 5.1.1
grpcio 1.32.0
requests 2.25.1
webapp2 3.0.0b1
mock 4.0.3
google-cloud-bigquery 2.6.1
google-cloud-bigtable 1.6.1
google-cloud-datastore 2.1.0
google-cloud-logging 1.15.0
google-cloud-pubsub 2.2.0
google-cloud-resource-manager 0.30.3
google-cloud-storage 1.35.0
joblib 1.0.0
cloudml-hypertune
psutil 5.8.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.3 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-3:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-3:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-3:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.3.x (latest patch)
numpy 1.18.5
pandas 1.1.3
scipy 1.4.1
scikit-learn 0.23.2
sympy 1.6.2
statsmodels 0.12.0
xgboost 1.2.1
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 3.13
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.0
python-json-logger 2.0.1
wheel 0.35.1
WebOb 1.8.6
Paste 3.5.0
tornado 5.1.1
grpcio 1.33.1
requests 2.24.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 2.2.0
google-cloud-bigtable 1.5.1
google-cloud-datastore 1.15.3
google-cloud-logging 1.15.0
google-cloud-pubsub 2.1.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.32.0
joblib 0.17.0
cloudml-hypertune
psutil 5.7.2
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.3 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-3:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-3:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-3:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.3.x (latest patch)
numpy 1.18.5
pandas 1.1.3
scipy 1.4.1
scikit-learn 0.23.2
sympy 1.6.2
statsmodels 0.12.0
xgboost 1.2.1
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 3.13
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.0
python-json-logger 2.0.1
wheel 0.35.1
WebOb 1.8.6
Paste 3.5.0
tornado 5.1.1
grpcio 1.33.1
requests 2.24.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 2.2.0
google-cloud-bigtable 1.5.1
google-cloud-datastore 1.15.3
google-cloud-logging 1.15.0
google-cloud-pubsub 2.1.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.32.0
joblib 0.17.0
cloudml-hypertune
psutil 5.7.2
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.2 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-2:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-2:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-2:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.2.x (latest patch)
numpy 1.18.5
pandas 1.0.4
scipy 1.4.1
scikit-learn 0.23.1
sympy 1.6
statsmodels 0.11.1
xgboost 1.1.1
oauth2client 4.1.3
httplib2 0.18.1
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 5.3.1
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.3
python-json-logger 0.1.11
wheel 0.34.2
WebOb 1.8.6
Paste 3.4.1
tornado 5.1.1
grpcio 1.29.0
requests 2.23.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 1.25.0
google-cloud-bigtable 1.2.1
google-cloud-datastore 1.12.0
google-cloud-logging 1.15.0
google-cloud-pubsub 1.6.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.29.0
joblib 0.15.1
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.2 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.2.x (latest patch)
numpy 1.18.5
pandas 1.0.4
scipy 1.4.1
scikit-learn 0.23.1
sympy 1.6
statsmodels 0.11.1
xgboost 1.1.1
oauth2client 4.1.3
httplib2 0.18.1
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 5.3.1
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.3
python-json-logger 0.1.11
wheel 0.34.2
WebOb 1.8.6
Paste 3.4.1
tornado 5.1.1
grpcio 1.29.0
requests 2.23.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 1.25.0
google-cloud-bigtable 1.2.1
google-cloud-datastore 1.12.0
google-cloud-logging 1.15.0
google-cloud-pubsub 1.6.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.29.0
joblib 0.15.1
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.1 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-1:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-1:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.2-1:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.1.0
numpy 1.18.0
pandas 0.25.3
scipy 1.4.1
scikit-learn 0.22.1
sympy 1.5
statsmodels 0.10.2
xgboost 0.90
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.13.0
future 0.18.2
PyYAML 5.2
wrapt 1.11.2
crcmod 1.7
google-api-python-client 1.7.11
python-json-logger 0.1.11
wheel 0.33.6
WebOb 1.8.5
Paste 3.2.3
tornado 5.1.1
grpcio 1.26.0
requests 2.22.0
webapp2 3.0.0b1
mock 3.0.5
google-cloud-bigquery 1.23.1
google-cloud-bigtable 1.2.0
google-cloud-datastore 1.10.0
google-cloud-logging 1.14.0
google-cloud-pubsub 1.1.0
google-cloud-resource-manager 0.30.0
google-cloud-storage 1.23.0
joblib 0.14.1
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
2.1 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.2-2:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 2.1.0
numpy 1.18.0
pandas 0.25.3
scipy 1.4.1
scikit-learn 0.22.1
sympy 1.5
statsmodels 0.10.2
xgboost 0.90
oauth2client 4.1.3
httplib2 0.15.0
python-dateutil 2.8.1
six 1.13.0
future 0.18.2
PyYAML 5.2
wrapt 1.11.2
crcmod 1.7
google-api-python-client 1.7.11
python-json-logger 0.1.11
wheel 0.33.6
WebOb 1.8.5
Paste 3.2.3
tornado 5.1.1
grpcio 1.26.0
requests 2.22.0
webapp2 3.0.0b1
mock 3.0.5
google-cloud-bigquery 1.23.1
google-cloud-bigtable 1.2.0
google-cloud-datastore 1.10.0
google-cloud-logging 1.14.0
google-cloud-pubsub 1.1.0
google-cloud-resource-manager 0.30.0
google-cloud-storage 1.23.0
joblib 0.14.1
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
1.15 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.1-15:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.1-15:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-cpu.1-15:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 1.15.0
numpy 1.16.5
pandas 0.24.2
scipy 1.2.2
scikit-learn 0.20.4
sympy 1.4
statsmodels 0.10.1
xgboost 0.82
oauth2client 4.1.3
httplib2 0.12.0
python-dateutil 2.7.5
argparse 1.4.0
six 1.12.0
future 0.17.1
PyYAML 3.13
wrapt 1.11.1
crcmod 1.7
google-api-python-client 1.7.8
python-json-logger 0.1.10
wheel 0.32.3
WebOb 1.8.5
Paste 3.0.6
tornado 5.1.1
grpcio 1.18.0
requests 2.19.0
webapp2 3.0.0b1
mock 2.0.0
google-cloud-bigquery 1.20.0
google-cloud-bigtable 1.0.0
google-cloud-datastore 1.9.0
google-cloud-logging 1.12.1
google-cloud-pubsub 1.0.0
google-cloud-resource-manager 0.29.2
google-cloud-storage 1.19.1
joblib 0.13.0
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
1.15 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.1-15:latest
europe-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.1-15:latest
asia-docker.pkg.dev/cloud-aiplatform/training/tf-gpu.1-15:latest
|
PyPI packages |
Ubuntu packages |
tensorflow 1.15.0
numpy 1.16.5
pandas 0.24.2
scipy 1.2.2
scikit-learn 0.20.4
sympy 1.4
statsmodels 0.10.1
xgboost 0.82
oauth2client 4.1.3
httplib2 0.12.0
python-dateutil 2.7.5
argparse 1.4.0
six 1.12.0
future 0.17.1
PyYAML 3.13
wrapt 1.11.1
crcmod 1.7
google-api-python-client 1.7.8
python-json-logger 0.1.10
wheel 0.32.3
WebOb 1.8.5
Paste 3.0.6
tornado 5.1.1
grpcio 1.18.0
requests 2.19.0
webapp2 3.0.0b1
mock 2.0.0
google-cloud-bigquery 1.20.0
google-cloud-bigtable 1.0.0
google-cloud-datastore 1.9.0
google-cloud-logging 1.12.1
google-cloud-pubsub 1.0.0
google-cloud-resource-manager 0.29.2
google-cloud-storage 1.19.1
joblib 0.13.0
cloudml-hypertune
psutil 5.7.0
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
scikit-learn
ML framework version |
Use with GPUs? |
URIs (choose any) |
Included dependencies |
0.23 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/scikit-learn-cpu.0-23:latest
europe-docker.pkg.dev/cloud-aiplatform/training/scikit-learn-cpu.0-23:latest
asia-docker.pkg.dev/cloud-aiplatform/training/scikit-learn-cpu.0-23:latest
|
PyPI packages |
Ubuntu packages |
numpy 1.18.5
pandas 1.0.4
scipy 1.4.1
scikit-learn 0.23.1
sympy 1.6
statsmodels 0.11.1
xgboost 1.1.1
oauth2client 4.1.3
httplib2 0.18.1
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 5.3.1
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.3
python-json-logger 0.1.11
wheel 0.34.2
WebOb 1.8.6
Paste 3.4.1
tornado 5.1.1
grpcio 1.29.0
requests 2.23.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 1.25.0
google-cloud-bigtable 1.2.1
google-cloud-datastore 1.12.0
google-cloud-logging 1.15.0
google-cloud-pubsub 1.6.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.29.0
joblib 0.15.1
cloudml-hypertune
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
PyTorch
ML framework version |
Use with GPUs? |
URIs (choose any) |
Included dependencies |
1.6 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/pytorch-xla.1-6:latest
europe-docker.pkg.dev/cloud-aiplatform/training/pytorch-xla.1-6:latest
asia-docker.pkg.dev/cloud-aiplatform/training/pytorch-xla.1-6:latest
|
AI Platform Deep Learning Containers dependencies |
1.6 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-6:latest
europe-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-6:latest
asia-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-6:latest
|
AI Platform Deep Learning Containers dependencies |
1.4 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/pytorch-cpu.1-4:latest
europe-docker.pkg.dev/cloud-aiplatform/training/pytorch-cpu.1-4:latest
asia-docker.pkg.dev/cloud-aiplatform/training/pytorch-cpu.1-4:latest
|
AI Platform Deep Learning Containers dependencies |
1.4 |
Yes |
us-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-4:latest
europe-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-4:latest
asia-docker.pkg.dev/cloud-aiplatform/training/pytorch-gpu.1-4:latest
|
AI Platform Deep Learning Containers dependencies |
XGBoost
ML framework version |
Use with GPUs? |
URIs (choose any) |
Included dependencies |
1.1 |
No |
us-docker.pkg.dev/cloud-aiplatform/training/xgboost-cpu.1-1:latest
europe-docker.pkg.dev/cloud-aiplatform/training/xgboost-cpu.1-1:latest
asia-docker.pkg.dev/cloud-aiplatform/training/xgboost-cpu.1-1:latest
|
PyPI packages |
Ubuntu packages |
numpy 1.18.5
pandas 1.0.4
scipy 1.4.1
scikit-learn 0.23.1
sympy 1.6
statsmodels 0.11.1
xgboost 1.1.1
oauth2client 4.1.3
httplib2 0.18.1
python-dateutil 2.8.1
six 1.15.0
future 0.18.2
PyYAML 5.3.1
wrapt 1.12.1
crcmod 1.7
google-api-python-client 1.9.3
python-json-logger 0.1.11
wheel 0.34.2
WebOb 1.8.6
Paste 3.4.1
tornado 5.1.1
grpcio 1.29.0
requests 2.23.0
webapp2 3.0.0b1
mock 4.0.2
google-cloud-bigquery 1.25.0
google-cloud-bigtable 1.2.1
google-cloud-datastore 1.12.0
google-cloud-logging 1.15.0
google-cloud-pubsub 1.6.0
google-cloud-resource-manager 0.30.2
google-cloud-storage 1.29.0
joblib 0.15.1
cloudml-hypertune
|
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
ca-certificates-java
libatlas-base-dev
liblapack-dev
gfortran
libpng-dev
libjpeg-dev
python3.7
python3-dev
python3.7-dev
python3-pip
python3-setuptools
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libsnappy-dev
libyaml-0-2
python-opencv
|
|
Using a pre-built container
To use a pre-built container, read the guide to configuring container
settings.
If you are using a container image that supports GPUs, make sure to specify the
machineSpec.acceleratorType
and
machineSpec.acceleratorCount
fields when you create
your CustomJob
, HyperparameterTuningJob
, or TrainingPipeline
resource.
What's next