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Leela Chess Zero

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At the [[TCEC Season 16#Premier|TCEC Season 16 premier division]] in September 2019, Lc0 became in third behind Stockfish and the [[Supervised Learning|supervised]] trained [[Allie#AllieStein|AllieStein]],
but Lc0 took revenge by winning the [[TCEC Season 17#Premier|TCEC Season 17 premier division]] in spring 2020, as '''LCZero v0.24-sv-t60-3010''' fighting down Stockfish in a thrilling [[TCEC Season 17#Superfinal|superfinal]] in April 2020 with +17 =71 -12, '''52½-47½''' <ref>[https://lczero.org/blog/2020/04/tcec-s17-super-final-report/ TCEC S17 SUper FInal report] by @glbchess64, [[Leela Chess Zero|LCZero blog]], April 21, 2020</ref>, but tables turned again in [[TCEC Season 18#Premier|TCEC Season 18]], when Stockfish won the [[TCEC Season 18#Superfinal|superfinal]].
 
=Release Dates=
==2018==
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.14.1 - July 08, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.16.0 - July 20, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.17.0 - August 27, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.18.0 - September 30, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.18.1 - October 02, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.19.0 - November 19, 2018
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.19.1.1 - December 10, 2018
==2019==
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.20.9 - January 01, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.20.1 - January 07, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.20.2 - February 01, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.21.1 - March 23, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.21.2 - June 09, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.21.4 - July 28, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.22.0 - August 05, 2019
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.23.2 - December 31, 2019
==2020==
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.23.3 - February 18, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.24.1 - March 15, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.25.1 - April 30, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.26.0 - July 02, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.26.1 - July 15, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.26.2 - September 02, 2020
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] v0.26.3 - October 10, 2020
==2021==
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] [https://github.com/LeelaChessZero/lc0/releases/tag/v0.27.0 v0.27.0] - February 21, 2021
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] [https://github.com/LeelaChessZero/lc0/releases/tag/v0.28.0 v0.28.0] - August 26, 2021
* [[Leela Chess Zero]] / [[Leela Chess Zero#Lc0|Lc0]] [https://github.com/LeelaChessZero/lc0/releases/tag/v0.28.2 v0.28.2] - December 13, 2021
 
=Authors=
* [[:Category:Leela Chess Contributor|Leela Chess Contributors]]
=See also=
* [[Allie]]
* [[AlphaZero]]
* [[Ceres]]
* [[Fat Fritz]]
* [[Deep Learning]]
* [[Deus X]]
* [[Leela Zero]]
* [[Leila]]
* [[Deep LearningMaia Chess]]
* [[Monte-Carlo Tree Search]]
: [[UCT]]
: [[Christopher D. Rosin#PUCT|PUCT]]
* [[Stockfish NNUE]]
 
=Publications=
* [[Bill Jordan]] ('''2020'''). ''Calculation versus Intuition: Stockfish versus Leela''. [https://www.amazon.com/Calculation-versus-Intuition-Stockfish-Leela-ebook/dp/B08LYBQDMB/ amazon] » [[TCEC]], [[Stockfish]]
* [[Dominik Klein]] ('''2021'''). ''[https://github.com/asdfjkl/neural_network_chess Neural Networks For Chess]''. [https://github.com/asdfjkl/neural_network_chess/releases/tag/v1.1 Release Version 1.1 · GitHub] <ref>[https://www.talkchess.com/forum3/viewtopic.php?f=2&t=78283 Book about Neural Networks for Chess] by dkl, [[CCC]], September 29, 2021</ref>
* [[Rejwana Haque]], [[Ting Han Wei]], [[Martin Müller]] ('''2021'''). ''On the Road to Perfection? Evaluating Leela Chess Zero Against Endgame Tablebases''. [[Advances in Computer Games 17]]
=Forum Posts=
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=67121 LC0 - how to catch up?] by [[Srdja Matovic]], [[CCC]], April 16, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=67300 Leela on more then one GPU?] by [[Karlo Balla]], [[CCC]], May 01, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=67357 GPU contention] by [[Ian Kennedy]], [[CCC]], May 07, 2018 » [[GPU]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=67646 New CLOP settings give Leela huge tactics boost] by [[Albert Silver]], [[CCC]], June 04, 2018 » [[CLOP]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=67668 First Win by Leela Chess Zero against Stockfish dev] by [[Ankan Banerjee]], [[CCC]], June 07, 2018 » [[Stockfish]]
* [https://groups.google.com/d/msg/lczero/vGdNYW-Ou58/Kh0GCj2OCgAJ Has Silver written any code for "his" ZeusX?] by [[Chris Whittington]], [[Computer Chess Forums|LCZero Forum]], July 31, 2018
: [https://groups.google.com/d/msg/lczero/vGdNYW-Ou58/-icwb0pjDAAJ Re: Has Silver written any code for "his" ZeusX?] by [[Alexander Lyashuk]], [[Computer Chess Forums|LCZero Forum]], August 02, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=68441 Some properties of Lc0 playing] by [[Kai Laskos]], [[CCC]], September 14, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=68448 How good is the RTX 2080 Ti for Leela?] by Hai, September 15, 2018 <ref>[https://en.wikipedia.org/wiki/GeForce_20_series GeForce 20 series from Wikipedia]</ref>
: [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=68448&start=2 Re: How good is the RTX 2080 Ti for Leela?] by [[Ankan Banerjee]], [[CCC]], September 16, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69045 2900 Elo points progress, 10 million games, 330 nets] by [[Kai Laskos]], [[CCC]], November 25, 2018
: [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69045&start=8 Re: 2900 Elo points progress, 10 million games, 330 nets] by [[Alexander Lyashuk|crem]], [[CCC]], November 25, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69068 Scaling of Lc0 at high Leela Ratio] by [[Kai Laskos]], [[CCC]], November 27, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69175&start=75 Re: Alphazero news] by [[Gian-Carlo Pascutto]], [[CCC]], December 07, 2018 » [[AlphaZero]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=69306 Policy training in Alpha Zero, LC0 ..] by [[Chris Whittington]], [[CCC]], December 18, 2018 » [[AlphaZero]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=70069&start=10 Re: Training the trainer: how is it done for Stockfish?] by Graham Jones, [[CCC]], March 03, 2019 » [[Monte-Carlo Tree Search]], [[Stockfish]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=70350 Lc0 51010] by [[Larry Kaufman]], [[CCC]], March 29, 2019
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=70362 Using LC0 with one or two GPUs - a guide] by [[Srdja Matovic]], [[CCC]], March 30, 2019 » [[GPU]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=70451 32930 Boost network available] by [[Dietrich Kappe]], [[CCC]], April 09, 2019
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=71209 Lc0 question] by [[Larry Kaufman]], [[CCC]], July 06, 2019
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=72640 Best Nets for Lc0 Page] by [[Ted Summers]], [[CCC]], December 23, 2019
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=72685 Correct LC0 syntax for multiple GPUs] by [[Dann Corbit]], [[CCC]], December 30, 2019
==2020 ...==
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=73684 Lc0 soon to support chess960 ?] by Modern Times, [[CCC]], April 18, 2020 » [[Chess960]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=73714 How to run rtx 2080ti for leela optimally?] by h1a8, [[CCC]], April 20, 2020
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=74092 Total noob Leela question] by [[Harm Geert Muller]], [[CCC]], June 03, 2020
* [https://groups.google.com/d/msg/lczero/BvhCa-muLt0/ZzINQk_vCQAJ How strong is Stockfish NNUE compared to Leela..] by OmenhoteppIV, [[Computer Chess Forums|LCZero Forum]], July 13, 2020 » [[Stockfish NNUE]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=74607 LC0 vs. NNUE - some tech details...] by [[Srdja Matovic]], [[CCC]], July 29, 2020 » [[NNUE]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=74915 The next step for LC0?] by [[Srdja Matovic]], [[CCC]], August 28, 2020
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=75262 Checking the backends with the new lc0 binary] by [[Kai Laskos]], [[CCC]], October 01, 2020
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=75950 ZZ-tune conclusively better than the Kiudee default for Lc0] by [[Kai Laskos]], [[CCC]], December 01, 2020 <ref>[https://github.com/kiudee/chess-tuning-tools GitHub - kiudee/chess-tuning-tools] by [[Karlson Pfannschmidt]]</ref>
==2021==
* [https://lczero.org/blog/2021/01/announcing-ceres/ Announcing Ceres] by [[Alexander Lyashuk|crem]], [[Leela Chess Zero|LCZero blog]], January 01, 2021 » [[Ceres]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=76948 leela] by [[Stuart Cracraft]], [[CCC]], March 29, 2021 » [[Banksia GUI]], [[iPhone]]
* [https://lczero.org/blog/2021/04/joking-ftw-seriously/ Joking FTW, Seriously] by borg, [[Leela Chess Zero|LCZero blog]], April 25, 2021
* [https://lczero.org/blog/2021/06/the-importance-of-open-data/ The importance of open data] by borg, [[Leela Chess Zero|LCZero blog]], June 15, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=77496 Leela data publicly available for use] by Madeleine Birchfield, [[CCC]], June 15, 2021
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=77503 will Tcec allow Stockfish with a Leela net to play?] by Wilson, [[CCC]], June 17, 2021 » [[TCEC Season 21]]
=External Links=
* [https://www.facebook.com/LeelaChessZero/ Leela Chess Zero - Facebook]
* [https://twitter.com/leelachesszero Leela Chess Zero (@LeelaChessZero) | Twitter]
* [https://slides.com/crem/lc0#/logo Lc0 Slides] by [[Alexander Lyashuk]]
==GitHub==
* [https://github.com/LeelaChessZero/ LCZero · GitHub]
* [https://github.com/LeelaChessZero/lc0/wiki/Technical-Explanation-of-Leela-Chess-Zero Technical Explanation of Leela Chess Zero · LeelaChessZero/lc0 Wiki · GitHub]
* [https://github.com/LeelaChessZero/lc0/graphs/contributors Contributors to LeelaChessZero/lc0 · GitHub]
* [https://github.com/LeelaChessZero/lc0/commit/62741d56252b23f74e8a7200a42812f27fe32b7d Use NHCW layout for fused winograd residual block (#1567) · LeelaChessZero/lc0@62741d5 · GitHub], commit by [[Ankan Banerjee]], June 10, 2021
* [https://github.com/mooskagh/lc0 GitHub - mooskagh/lc0: The rewritten engine, originally for cudnn. Now all other backends have been ported here]
* [https://github.com/dkappe/leela-chess-weights/wiki/Distilled-Networks Distilled Networks · dkappe/leela-chess-weights Wiki · GitHub]
==Rating Lists==
* [http://computerchess.org.uk/ccrl/404/cgi/compare_engines.cgi?family=Leela%20Chess&print=Rating+list&print=Results+table&print=LOS+table&print=Ponder+hit+table&print=Eval+difference+table&print=Comopp+gamenum+table&print=Overlap+table&print=Score+with+common+opponents Leela Chess Zero] in [[CCRL|CCRL Blitz]]
* [http://computerchess.org.uk/ccrl/4040/cgi/compare_engines.cgi?family=Leela%20Chess&print=Rating+list&print=Results+table&print=LOS+table&print=Ponder+hit+table&print=Eval+difference+table&print=Comopp+gamenum+table&print=Overlap+table&print=Score+with+common+opponents Leela Chess Zero] in [[CCRL|CCRL 40/15]]
==ChessBase==
* [https://en.chessbase.com/post/leela-chess-zero-alphazero-for-the-pc Leela Chess Zero: AlphaZero for the PC] by [[Albert Silver]], [[ChessBase|ChessBase News]], April 26, 2018
* [https://en.wikipedia.org/wiki/Leela_(Doctor_Who) Leela (Doctor Who) from Wikipedia]
* [https://en.wikipedia.org/wiki/Leela_(Futurama) Leela (Futurama) from Wikipedia]
* [[:Category:Weather ReportSoft Machine|Weather ReportSoft Machine]] - [https://en.wikipedia.org/wiki/Live_in_Tokyo_(Weather_Report_album) Vertical Invader Hidden_Details Hidden Details], 2018, [https:/ T/en.Hwikipedia. org/wiki/ Dr. Honoris CausaYouTube YouTube], album Video: Lineup: [https://en.wikipedia.org/wiki/I_Sing_the_Body_Electric_(album) I Sing the Body ElectricTheo_Travis Theo Travis], [[:Category:Roy Babbington|Roy Babbington]] (1972), [https://en.wikipedia.org/wiki/YouTube YouTubeJohn_Etheridge John Etheridge], [[:Category:John Marshall|John Marshall]] Video : {{#evu:https://www.youtube.com/watch?v=TTJwf4cCUwIuGIf97m243M|alignment=left|valignment=top}}
=References=
[[Category:GPL]]
[[Category:GPU]]
[[Category:NNDCNN]][[Category:MCTS]]
[[Category:PC]]
[[Category:Windows]]
[[Category:Fiction]]
[[Category:Given Name]]
[[Category:Weather ReportSoft Machine]][[Category:Wayne ShorterRoy Babbington]][[Category:Joe Zawinul]][[Category:Miroslav Vitouš]][[Category:Dom Um RomãoJohn Marshall]]

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