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Gradient by Paperspace Release Notes

Release Notes for 0.2.3

Fixes

  • hardcoded colorama version to avoid errors during installation

Release Notes for 0.2.2

Note: this list includes all changes made in alpha releases since 0.2.1

New features

  • deprecated --workspaceArchive and --workspaceUrl for experiments create/run, run and jobs create commands
  • single --workspace option for defining git, S3 and local workspaces
  • experimental wizard for creating projects
  • add looking for new client version
  • added projects create command
  • added spinner for some long running commands

Fixes

  • fix autocomplete executing prompt for password when double-tab on gradient apiKey

Release Notes for 0.2.2a3

New features

  • deprecated --workspaceArchive and --workspaceUrl for experiments create/run, run and jobs create commands
  • single --workspace option for defining git, S3 and local workspaces

Release Notes for 0.2.2a2

###New features

  • experimental wizard for creating projects

Fixes

  • fix autocomplete executing prompt for password when double-tab on gradient apiKey

Release Notes for 0.2.2a1

New features

  • add looking for new client version

Release Notes for 0.2.2a0

New features

  • added projects create command
  • added spinner for some long running commands

Release Notes for 0.2.1

Fixes

  • renamed createAndStart commands to run for experiments and hyperparameters

Release Notes for 0.2.0a5

Fixes

  • removed command group aliases
  • streaming logs for experiments createAndStart by default

Release Notes for 0.2.0a4

New features

  • new params for job create and hyperparameters create

Fixes

  • fixed missing --experimentType when creating new single node experiment
  • deployments can be of TFSERVING type only
  • fixed autocomplete instructions

Release Notes for 0.2.0a3

New features

  • autocomplete for bash (GNU/Linux and iOS)
  • aliases in singular form for command groups
  • showing logs for experiments and jobs
  • restored and deprecated run command
  • workspace uploading for experiments
  • workspace upload progress bar

Release Notes for 0.2.0a2

New features

  • partial support for hyperparameter tuning
  • prompt for apiKey if not provided
  • deprecate login command
  • --ignoreFiles option for experiments create
  • --ignoreFiles and --workspace none options for jobs create

Fixes

  • restore apiKey command

Release Notes for 0.2.0a1

New features

  • colorful error and help messages
  • removed paperspace-python run command

Release Notes for 0.2.0a0

New features

  • partial support for managing jobs, models and projects
  • filtering deployments list by project ID and model ID
  • reading logs of experiments and jobs

Fixes

  • handling error response when listing experiments

Release Notes for 0.1.0

New features

  • experiments and deployments management
  • --apiKey for all commands for one-time api key overwrite
  • help messages for all commands and parameters

Release Notes for v0.0.19

New features

  • filtering experiments list with --projectHandle
  • paginating experiments list when does not fit the terminal width
  • added --modelType and --modelPath to experiments create

Fixes

  • some minor bug fixes

Release Notes for v0.0.19a

New features

  • support for experiments API - creating, starting, listing, etc.

Release Notes for v0.0.18

Fixes

  • Fix missing import

Release Notes for v0.0.16

New features

  • Add statsd agent support with StatsdClient

Fixes

  • Fix crashing on converting to bytes in python < 3

Release Notes for v0.0.15

New features

Fixes

  • Add custom headers to requests

Release Notes for v0.0.14

New features

  • Allow user to select preemptible machine types

Fixes

  • Fix package.egg-info issue affecting Windows users downloading paperspace from PyPI

Release Notes for v0.0.13

New features

  • Allow user to select custom port mappings between container and host

Fixes

  • Fix circular import bug causing problems for python2 users on v0.0.12

Release Notes for v0.0.12

New features

  • New cluster and machineType functionality supported: send jobs to a gradient-node based on the cluster name or clusterId
  • Send jobs to a specific node by specifying node attributes
  • Changed default handling of machineType: cluster preferences come first
  • Jobs create automatically records the git commit hash for local workspaces using git

Release Notes for v0.0.11

New features

  • New jobs machineTypes method for discovering available job machine types.

Fixes

  • Minor doc fixes

Release Notes for v0.0.10

New features

  • paperspace-python run command for running python scripts unmodified on paperspace
  • run a python script, module, or command string remotely
  • run a executable or shell command remotely
  • use pip, pipenv, or a shell script to manage python dependencies
  • Improved docs

Fixes

  • Minor doc fixes

Changes

  • The default machineType for paperspace-python is now P5000, since GPU+ machines are not yet available for jobs.
  • The default container image for paperspace-python is 'docker.io/paperspace/tensorflow-python' which adds python3 support to Google's 'gcr.io/tensorflow/tensorflow:1.5.0-gpu' container.

Release Notes for v0.0.9

New features