Tunny v0.7.0

Summary

• Update UI
  • Support Inmemory mode to improve optimization speed.
  • Add show Estimated time remaining.
    
• Support Journal Stroage format
  • If the optimization was stopped in the middle of the process with an error, this format may improve it!
    

Details

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

Related PR

• Feature/show eta by @hrntsm in #140
• Quotation marks around path for terminal command, few typo fixes by @Knuttatutta in #143 Thanks!
• Add In Memory optimization mode by @hrntsm in #144
• Feature/update python packages by @hrntsm in #146
• Feature/journal storage by @hrntsm in #149
• Fix file access error by @hrntsm in #150
• Feature/toggle realtime opt result UI by @hrntsm in #153
• Add Costura.Fody by @hrntsm in #156
• Fix default storage settings by @hrntsm in #158
• Clean code to fix codefactor issue by @hrntsm in #159
• Release v0.7.0 by @hrntsm in #160

New Contributors

• @Knuttatutta made their first contribution in #143

Full Changelog: v0.6.0...v0.7.0