Cloud ML Runtime Version List

Google Cloud Machine Learning uses images, based on runtime version designation to configure cloud resources to service your training and prediction requests. This page lists the runtime versions and their constituent packages. You can learn more about runtime versions and how to work with them in the versioning overview.

Supported Cloud ML runtime versions

The following versions are supported to run training jobs and serve both online and batch predictions:

Version Package Released On Last Updated Notes
1.2 Tensorflow 1.2.0
The following PyPI packages:
numpy 1.12.1
pandas 0.19.2
scipy 0.19.0
scikit-learn 0.18.1
sympy 1.0
statsmodels 0.8.0
oauth2client 2.2.0
httplib2 0.9.2
python-dateutil 2.6.0
argparse 1.4.0
six 1.10.0
PyYAML 3.12
wrapt 1.10.10
crcmod 1.7
google-api-python-client 1.6.2
python-json-logger 0.1.7
gcloud 0.18.3
subprocess32 3.2.7
wheel 0.30.0a0
WebOb 1.7.2
Paste 2.0.3
tornado 4.5.1
grpcio 1.3.0
requests 2.13.0
webapp2 3.0.0b1
google-cloud-logging 1.0.0
The following Ubuntu packages:
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
ca-certificates-java
pkg-config
rsync
libatlas-base-dev
liblapack-dev
gfortran
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
6/27/2017 Runtime Version 1.2 uses an Ubuntu 16.04 OS base image instead of the Debian Jessie version used by 1.0.
1.0 Tensorflow 1.0.1
The following PyPI packages:
numpy 1.12.1
pandas 0.17.1
scipy 0.17.0
scikit-learn 0.17.0
sympy 0.7.6.1
statsmodels 0.6.1
oauth2client 2.2.0
httplib2 0.9.2
python-dateutil 2.5.0
argparse 1.2.1
six 1.10.0
PyYAML 3.11
wrapt 1.10.8
crcmod 1.7
google-api-python-client 1.5.1
python-json-logger 0.1.5
gcloud 0.18.1
subprocess32 3.2.7
wheel 0.30.0a0
WebOb 1.6.2
Paste 2.0.3
tornado 4.3
grpcio 1.0.1
requests 2.9.1
webapp2 3.0.0b1
google-cloud-logging 0.22.0
The following Debian packages:
curl
libcurl3-dev
wget
zip
unzip
git
vim
build-essential
ca-certificates
pkg-config
rsync
libatlas-base-dev
liblapack-dev
gfortran
python2.7
python-dev
python-setuptools
gdb
openjdk-8-jdk
openjdk-8-jre-headless
g++
zlib1g-dev
libio-all-perl
module-init-tools
libyaml-0-2
python-opencv
3/8/2017 This is the default version currently supported by the v1 Cloud Machine Learning Engine API.

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Cloud Machine Learning Engine (Cloud ML Engine)