4 ms·

Yes, currently the simulation performance is one of the biggest issues (https://github.com/trekhleb/self-parking-car-evolution/issues https://github.com/trekhle

Yes, currently the simulation performance is one of the biggest issues (https://github.com/trekhleb/self-parking-car-evolution/issues https://github.com/trekhleb/self-parking-car-evolution/issue...). You may try to check the “Performance boost” checkbox that simplifies the geometry. It should give you approx x1.5 performance increase. But even with x1.5 boost the performance is still an issue, yes

riboflavin123 5y ago
The page says: > For better results, increase the population size to 500-1000 and wait for 50-100 generations Do you have example output from that? I'd expect my computer to take months of running 24/7 to get there.
- trekhleb 5y ago
  Yes, you may press the "Restore Evolution" button (at the bottom of the screen) and then upload the pre-saved training checkpoints from here https://github.com/trekhleb/self-parking-car-evolution/tree/master/src/checkpoints https://github.com/trekhleb/self-parking-car-evolution/tree/... You may also press the "Restore Evolution" button and then press "Use demo checkpoint" to use some pre-trained data.
  - riboflavin123 5y ago
    Oh, amazing. Thanks!
  - andai 5y ago
    Does each visitor submit their dna back to the server? Using the power of the web this allows you to have as many "cores" as you have visitors, and train massively parallel!
    - trekhleb 5y ago
      Currently all calculations are happening in user’s browsers - no sending to the backend.
criddell 5y ago
Have you thought about a native version? I get the appeal of writing for the browser but it's so damned slow compared to what you could get natively.
- trekhleb 5y ago
  I haven’t thought about the native version, it was fun trying to implement it for browser. To resolve the performance issue I would try next to switch to the 2D simulation engine, since we don’t use the height during the parking. Getting rid of the 3rd dimension, lights and complex geometry would increase the performance drastically I believe
  - andai 5y ago
    And then still render it in 3D, right? That's a really cool idea.
    - trekhleb 5y ago
      Yes, training may happen pretty fast in 2D, but then applied to the 3D to final visualizations. But this is just an assumption. I haven’t tried this approach yet.
      - criddell 5y ago
        https://rednuht.org/genetic_cars_2/ https://rednuht.org/genetic_cars_2/ does something like this. You can turn off visualizations and let it run for a while then turn visualizations back on or replay the best result.
athorax 5y ago
Maybe you could have an option to not render all the generations and maybe only show the animation for the Nth run

riboflavin123 5y ago

The page says: > For better results, increase the population size to 500-1000 and wait for 50-100 generations Do you have example output from that? I'd expect my computer to take months of running 24/7 to get there.

trekhleb 5y ago
Yes, you may press the "Restore Evolution" button (at the bottom of the screen) and then upload the pre-saved training checkpoints from here https://github.com/trekhleb/self-parking-car-evolution/tree/master/src/checkpoints https://github.com/trekhleb/self-parking-car-evolution/tree/... You may also press the "Restore Evolution" button and then press "Use demo checkpoint" to use some pre-trained data.
- riboflavin123 5y ago
  Oh, amazing. Thanks!
- andai 5y ago
  Does each visitor submit their dna back to the server? Using the power of the web this allows you to have as many "cores" as you have visitors, and train massively parallel!
  - trekhleb 5y ago
    Currently all calculations are happening in user’s browsers - no sending to the backend.

criddell 5y ago

Have you thought about a native version? I get the appeal of writing for the browser but it's so damned slow compared to what you could get natively.

trekhleb 5y ago
I haven’t thought about the native version, it was fun trying to implement it for browser. To resolve the performance issue I would try next to switch to the 2D simulation engine, since we don’t use the height during the parking. Getting rid of the 3rd dimension, lights and complex geometry would increase the performance drastically I believe
- andai 5y ago
  And then still render it in 3D, right? That's a really cool idea.
  - trekhleb 5y ago
    Yes, training may happen pretty fast in 2D, but then applied to the 3D to final visualizations. But this is just an assumption. I haven’t tried this approach yet.
    - criddell 5y ago
      https://rednuht.org/genetic_cars_2/ https://rednuht.org/genetic_cars_2/ does something like this. You can turn off visualizations and let it run for a while then turn visualizations back on or replay the best result.

athorax 5y ago

Maybe you could have an option to not render all the generations and maybe only show the animation for the Nth run