Release v0.7.0

[hrntsm]

Added

• Display of estimated remaining time during optimization run.
• In-memory optimization mode.
  • Mode that works faster instead of saving optimization results during optimization.
• Support Journal storage.
  • Since saving to the sqlite storage format that had been used up to now sometimes resulted in errors during optimization, a different storage format was supported.
• Checkbox to toggle whether results are shown in the UI in Realtime.
  • There was a problem that the display of results on the UI in Realtime, which was added in v0.6, caused the optimization speed to gradually slow down.

Changed

• Boolean to start only the first time, since the Python installer may start every time.
  • If you want to install it again, you can do so by checking the checkbox from Misc in the Settings tab.
• The most of the dll files are combined into a single gha file to improve usability.

Deprecated

Removed

Fixed

• Enabled Optuna-Dashboard to work even if the filename contains spaces.
• The problem of saving the results of optimization in progress, etc., which causes an error and fails to save the results, can now be avoided by using JournalStorage.

Security

• Bump torch from 1.12.0 to 1.13.1