Upload experiments to a Git remote, and their data to remote storage.
dvc exp push is not supported with
version_aware DVC remotes.
usage: dvc exp push [-h] [-q | -v] [-A] [--rev <commit>] [-n <num>] [-f] [--no-cache] [-r <name>] [-j <number>] [--run-cache] git_remote [experiment ...] positional arguments: git_remote Git remote name or Git URL experiment Experiment to push
dvc exp push and
dvc exp pull commands are the means for sharing
experiments across repository copies via Git and remote storage.
git fetchdon't work with experiments because these are saved under custom Git references. See How does DVC track experiments? in DVC Experiments Overview to learn more about DVC experiment storage.
git_remote name (e.g.
origin) or Git URL is required, as well as
one or more
experiment names or hashes (see
dvc exp run) to push.
The first action of
dvc exp push is to upload the
experiments to the Git
remote so they can be pulled later from other repo clones (equivalent to
git push <git_remote> refs/exps/<experiment>). Use
dvc exp list <git_remote>
to see experiments in the remote.
This command will also try to
dvc push all cached data associated
with the experiments to remote storage, unless
--no-cache is used.
studio.token config or
DVC_STUDIO_TOKEN environment variable is set, DVC
will notify Studio about new experiments, and display a Studio project URL to
Get the token
this guide on how to create an access token.
--all-commits- push all experiments in the repository (overrides
--rev <commit>- push experiments derived from the specified
--num <num>- push experiments from the last
numcommits (first parents) starting from the
--revbaseline. Give a negative value to include all first-parent commits (similar to
git log -n).
--force- rewrite the experiment if it already exists in the Git remote.
--no-cache- do not push cached files associated with this experiment to a DVC remote.
--remote <name>- name of the
dvc remoteto push cached files to.
--run-cache- uploads all available history of stage runs to the
--jobs <number>- parallelism level for DVC to upload data to remote storage. The default value is
4 * cpu_count(). Note that the default value can be set using the
jobsconfig option with
dvc remote modify. Using more jobs may improve the overall transfer speed.
--help- shows the help message and exit.
--quiet- do not write anything to standard output. Exit with 0 if no problems arise, otherwise 1.
--verbose- displays detailed tracing information from executing the
This example is based on our Get Started, where you can find the actual source code.
Let's say we have run 3 experiments in our project:
$ dvc exp list --all-commits 11-bigrams-experiment: 1d4c01d [conic-ease] a80bca5 [lucid-lair] 9380a12 [major-mela]
We would now like to share one of them with others via the Git remote:
$ dvc exp push origin conic-ease Pushed experiment 'conic-ease' to Git remote 'origin'.
We can now see that the experiment exists in the remote repo:
$ dvc exp list --all origin master: conic-ease