Skip to content

Update cloud_training.rst #8020

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
pchitale1 wants to merge 3 commits into from
Closed

Update cloud_training.rst #8020

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
01043a1
Update cloud_training.rst
pchitale1 Jun 17, 2021
5b09976
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jun 17, 2021
573e30d
Update docs/source/guides/cloud_training.rst
pchitale1 Jun 17, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
7 changes: 5 additions & 2 deletions docs/source/guides/cloud_training.rst
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,11 +15,11 @@ To use Grid, replace ``python`` in your regular command:

python my_model.py --learning_rate 1e-6 --layers 2 --gpus 4

To use the ``grid train`` command:
To use the ``grid run`` command:

.. code-block:: bash

grid train --grid_gpus 4 my_model.py --learning_rate 'uniform(1e-6, 1e-1, 20)' --layers '[2, 4, 8, 16]'
grid run --gpus 4 my_model.py --learning_rate 'uniform(1e-6, 1e-1, 20)' --layers '[2, 4, 8, 16]'

The above command will launch (20 * 4) experiments, each running on 4 GPUs (320 GPUs!) - by making ZERO changes to
your code.
Expand All @@ -37,3 +37,6 @@ Grid Highlights
* Grid handles all the other parts of developing and training at scale: artifacts, logs, metrics, etc.
* Grid works with the experiment manager of your choice, no code changes needed.
* Use Grid Datastores- high-performance, low-latency, versioned datasets.
* Attach Datastores to a Run so you don't have to keep downloading datasets
* Use Grid Sessions for fast prototyping on a cloud machine of your choice
* For more information check the `grid documentation <https://docs.grid.ai/>`_