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PAPERSPACE CHANGELOG


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CHANGELOG

Here you'll find all the new products and features we're bringing to Paperspace.

Paperspace Blog • Twitter
ImprovementGradient


INTRODUCING GRADIENT DATASETS AND AN ALL-NEW GRADIENT NOTEBOOKS IDE! 🧑‍🚀

We're excited to announce the arrival of a new and improved Gradient Notebooks
experience -- now with Gradient Datasets, native support for interactive
widgets, improved cell, file, and kernel management experiences, and much more!

Highlights are below but be sure to read the blogpost for the most detailed
explanation of this release.


INTRODUCING GRADIENT DATASETS ANNOUNCEMENT 

We're pleased to announce the arrival of Gradient Datasets! Datasets make it
easy to generate portable datasets to use across Gradient teams and resources.







You can now create and mount datasets for easy use within a notebook and take
advantage of a number of public datasets made available by the Paperspace team. 

Check out the blogpost for a full list of public datasets. 


SUPPORT FOR INTERACTIVE WIDGETS IMPROVEMENT 

Gradient Notebooks now provides first-class support for ipywidgets! This
includes sliders, checkboxes, multiselects, TensorFlow and PyTorch dataloaders,
and more! 







The full list of supported widgets is available here. 


CELL MANAGEMENT IMPROVEMENTS IMPROVEMENT 

We've brought over to notebooks a number of cell management operations from
JupyterLab such as insert, join, split, and more! 







We'll be continuing to add cell management capabilities to the new IDE over
time. 


FILE MANAGEMENT IMPROVEMENTS IMPROVEMENT 

In addition to cell management improvements, we've also made it easier to manage
and manipulate files within the notebook file browser. 







The file manager now behaves as expected when dragging and dropping files and
folders.


KERNEL MANAGEMENT CONTROLS IMPROVEMENT  

We've improved the controls for starting and stopping individual kernels from
within a notebook. 







It's now easy to assign a notebook file to a particular kernel and to restart
and stop individual kernels!


BONUS FOR PRO/GROWTH USERS: TERMINAL UPDATES! IMPROVEMENT 

For users on the Pro or Growth plan, we've enabled split-screen terminals! 







Now it's possible to work in a terminal without leaving a notebook file!


MORE IMPROVEMENTS IMPROVEMENT

 * We improved resource allocation and decreased notebook pending timeouts for
   notebooks which means higher availability of notebook machines and fewer
   stalled notebook starts
 * We improved the refresh rate of notebook logs and improved notebook metrics
   to display more useful information
 * We updated the two most popular runtime tiles in Gradient Notebooks: PyTorch
   and TensorFlow! The latest distribution takes advantage ofPyTorch 1.11 and
   TensorFlow 2.7.0.


BUGFIXES

 * We fixed an issue that sometimes caused users to be signed out of the
   Paperspace console when swapping between tabs or sessions
 * We fixed an issue that sometimes caused users with multiple teams to view
   incorrect resource data
 * We fixed an issue that sometimes caused deployment items to expire and be
   deleted on teams with a large number workflows and deployments read the
   blogpost

a week ago04/06/2022
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