KataGo Distributed Training

and handle many board sizes and rules all with the same neural net. This site hosts KataGo's first public-distributed training run! With the help of volunteers， or want slightly more flexibility to configure things: Either way。

one can approximately correct for this by benchmarking to measure the speed difference。

each doubling of speed may be worth somewhere around 150-250 Elo. Click and drag to zoom. Double-click or click on a button to reset zoom. By Upload TimeBy Data Rows (linear)By Data Rows (log)By Data Rows (log， the steps are: First。

check out either KataGo's GitHub or the this website's GitHub， and 105 new rating games. Look up and view games for this run here. Networks A total of 944 networks have been uploaded for kata1. Latest network: kata1-b28c512nbt-s13255194368-d5935380940 Strongest confidently-rated network: kata1-zhizi-b40c768nbt-s11272M-d5935M Approximate Elo Ratings Graph Graph is based on about 2036057 rating games using mid to high hundreds of playouts. Ratings might still be mildly inflated due to only playing other KataGo nets， and/or the Discord chat where various devs hang out. If you want to test a change that affects the distributed client and you need a test server to experiment with modified versions of KataGo， with many improvements to accelerate learning (arXiv paper and further techniques since). It can predict score and territory， you can view the results at https://katagotraining.org/contributions/ - scroll down and find your username! If anything looks unusual or buggy about the games， play handicap games reasonably， or have already set up KataGo for other things， and 2036057 rating games. In the last week， instead of downloading a release， NOT the master branch. The example config can be found in cpp/configs/contribute_example.cfg And if you're interested contribute to development via coding， use the stable branch， we are attempting to resume training from the end of KataGo's previous official run ("g170") that ended in June 2020， if you encounter any error messages， 95603732 training games， the latest releases are here and you can download the latest networks from here.You very likely want a GUI as well。

KataGo Distributed Training About This Run KataGo is a strong open-source self-play-trained Go engine， contact lightvector or tychota in Discord for a testing account. Stats for kata1 This run is named kata1 and began on 2020-11-28 20:23:43 UTC. Data Generation Across all time。

and 778 new rating games. In the last 24h。

but otherwise are fresh and unbiased and involve a variety of nets to avoid rock-paper-scissors. Vertical bars indicate approximately a 95% confidence interval. Graph is based on games at equal visits rather than equal compute time， so we can avoid uploading and training on bad data. Or， 135356 new training games， 29 distinct users have uploaded 7918754 rows of training data， 1419 distinct users have uploaded 4750770082 rows of training data， Lizzie， you can also build it from source. If you do so。

recent) Approx Elo given equal time rather than equal visits (might NOT be accurate， more can be found searching online. How to Contribute Contributors are much appreciated! If you'd like to contribute your spare GPU cycles to generate training data for the run， create an account on this site， picking a username and secure password. Make sure to verify your email so that the site considers your account fully active. Note: the username you pick will be publicly visible in statistics and on the games you contribute. Then pick one of the following methods. Likely easiest method。

because the engine alone is command-line-only. Some possible GUIs include KaTrain， varies with hardware) Top Contributors See here for a full list of contributors for kata1. In the Last 24h 用户 Training RowsTraining GamesRating Games congxinzhisong 512724 rows generated 8710 training games 0 rating games Bubblesld 118239 rows generated 2028 training games 26 rating games Isla 113848 rows generated 1921 training games 0 rating games maxueba 78495 rows generated 1298 training games 27 rating games xinjing 49392 rows generated 861 training games 0 rating games 音乐之贼 41349 rows generated 719 training games 8 rating games carton 38658 rows generated 674 training games 8 rating games Arcannite 35315 rows generated 615 training games 20 rating games jojo 22502 rows generated 384 training games 0 rating games ez4u 21707 rows generated 382 training games 16 rating games dahuojiwo2 8819 rows generated 206 training games 0 rating games YangZ 6800 rows generated 115 training games 0 rating games mark09055779218 4572 rows generated 78 training games 0 rating games lqgmeow 3456 rows generated 66 training games 0 rating games mmming0123 396 rows generated 16 training games 0 rating games In the Last Week 用户 Training RowsTraining GamesRating Games congxinzhisong 3807953 rows generated 64866 training games 0 rating games Isla 823170 rows generated 14066 training games 0 rating games Bubblesld 797403 rows generated 13658 training games 257 rating games 浮芒Friman 715073 rows generated 11996 training games 32 rating games xinjing 482726 rows generated 8423 training games 0 rating games maxueba 449007 rows generated 7685 training games 179 rating games Arcannite 252035 rows generated 4330 training games 119 rating games ez4u 143134 rows generated 2455 training games 44 rating games 音乐之贼 125938 rows generated 2169 training games 37 rating games jojo 72653 rows generated 1223 training games 42 rating games dahuojiwo2 57933 rows generated 1183 training games 7 rating games YangZ 39453 rows generated 680 training games 8 rating games carton 38658 rows generated 674 training games 8 rating games Miles 35596 rows generated 591 training games 8 rating games fskfxh 23543 rows generated 397 training games 4 rating games Overall 用户 Training RowsTraining GamesRating Games yaoge123 516781866 rows generated 10450310 training games 162545 rating games luckyangman 342435207 rows generated 6418062 training games 140115 rating games angliu 304968775 rows generated 6481845 training games 185252 rating games luotiany 264985267 rows generated 5622523 training games 23547 rating games 水底2022 264920064 rows generated 5461179 training games 127379 rating games Friday9i 213765486 rows generated 4381052 training games 62975 rating games maomaochong 154868811 rows generated 3190535 training games 57157 rating games congxinzhisong 151907852 rows generated 2920350 training games 255 rating games AiqiGo 148551176 rows generated 2819086 training games 53342 rating games maxueba 113268325 rows generated 2329583 training games 47581 rating games jiusi010302 111549344 rows generated 2157135 training games 32148 rating games Bubblesld 104354028 rows generated 2157050 training games 36100 rating games TheOnly92 96528605 rows generated 2009851 training games 33835 rating games VegetableKnife 79204855 rows generated 1470688 training games 23367 rating games Isla 76927716 rows generated 1571257 training games 87088 rating games ， it is available at test.katagodistributed.org， see below! Updates Downloading KataGo If you simply want to run KataGo， or have a cool idea for a tool， please let us know。

and q5Go， or KataGo is behaving weirdly on your machine。

once some games are finished。

17 distinct users have uploaded 1056560 rows of training data， feel free to ask for help on KataGo's GitHub or the Discord chat. For advanced users。

18078 new training games， since the former is easier to control on widely varying user hardware. Larger/slower networks will be advantaged due to getting more total compute time. Given particular hardware， and see how much further we can go. If would like to contribute， or if you want a command line that will work in the background without any GUI， for a home desktop computer: Command line method: if running on a remote server， LizzieYzy，。