Week 44

What I pre-planned

• artis
  • rethink on model architecture, try bigger models
• Output
  • polish
  • widgets
  • notification system

What new did I learn

• how ios and android widgets work
• working of fiLM layers, better image generation models
• Google I/O made me learn very basics of diffusion based text models
• image generation is not an easy problem, atleast not intuitive right now

Where/How did I implement it

• Output
  • notification system work, refine and fix
  • major bug fixes regarding storage of raw data
    • migrated to partial file based storage
  • onboarding refined, permissions etc
• Trained v2 and v3 of artis model for cats
  • fiLM layer made standard generation more robust but failed for simple deviations
  • complete redesign using
    • style encoder transformer
    • CNN based spatial planning
    • Adaptive generation U-Net
  • closer to goal, hand drawn and custom outline look a little like cat sometimes
    • but for actual usecase, not really there
    • unable to understand variation in same outline
    • dataset problem now I guess

Any memorable moments of the week

• crazy week
• GTP Momentum event at Oracle
  • won puzzle challenge (bt speaker/chocolates)
  • meme challenge (gym bottle/power bank/wire organizer)
  • squid games (another bt speaker - gifted to friend)
• won first prize at spotlight at work for topic as well as presentation
• ordered protien lmao
• football, badminton, basketball played well