Archive for July, 2018

Statements by Deus X and Leela Chess Zero authors

Tuesday, July 31st, 2018

The breaking news about the Neural Network Deus X, accompanied by a video interview on Chessdom went like a shock wave through the computer chess world. It created a lot of excitement, but also left the audience as well as the competitors in TCEC with questions unanswered. After a turbulent day of email exchanges, the authors of the two NNs cleared the situation. Here are the official statements by the two teams.

TCEC Season 13 official website / TCEC Twitch TV / Facebook page / Full participants list of TCEC S13

deus xStatement by Albert Silver, author of Deus X

DeusX is a neural network, trained by Albert Silver from unique non-Leela data, exclusively from human played games. The engine that executes this network is Lc0, developed by the Leela Chess Zero team. The code for training the neural network, so that it can run in the Lc0 binary, also comes from the Leela Chess Zero project. Deserved credit to the Lc0 team will also be given in any citation of the engine in the following form, “DeusX Neural Network by Albert Silver, powered by Lc0″

 

Leela Chess ZeroStatement by Leela Chess Zero team

After the initial confusion, the Lc0 team is happy to receive the statement from Albert Silver with a clarification regarding usage of the Lc0 code. The credit to the Leela Chess Zero team is now given appropriately. The team is looking forward to exciting games in the upcoming Top Chess Engine Championship, and is very glad that both neural network based on “zero” principle and “non-zero” principle will participate this season. It’s going to be really interesting to observe their differences in style and strength. We hope to see even more neural network based engines in the next seasons of TCEC. It is now time for the highest level chess competition to begin and for the audience to enjoy the best chess in the world.

 

TCEC season 10 logoStatement by TCEC tournament director

TCEC Season 13 is the first season where NN engines have appropriate hardware to run on, making it the first experimental season of this kind. A lot of effort was put in the event to guarantee fair and balanced competition between the NN engines and traditional engines. TCEC will strive to continue to improve those conditions, including a specific set of rules for NN engines that will be created in cooperation with experts in the field. The best season of TCEC is coming, let’s all enjoy, see you at the official website and the Twitch TV channel

Chessdom

Mamedyarov Beats Carlsen, Wins Biel With Round To Spare

Tuesday, July 31st, 2018

An excellent tournament turned into a brilliant tournament for Shakhriyar Mamedyarov, who today beat Magnus Carlsen for the first time in a decade and won the Biel Chess Festival with a round to spare. 
Full report to follow later.

Source: Chess.com – Play. Learn. Share.

Eurasia Open Cup

Tuesday, July 31st, 2018

баннер-шахматы-без-красного-квадратаFrom 1 to 11 August in Yekaterinburg, under the patronage of the Governor of the Sverdlovsk Region EV Kuyvashev, the most large-scale chess event of the Ural region of 2018 – the Eurasia Open Festival will be held.

In the program of the Festival:

match A.E. Karpov – N.N. Rashkovsky;
the Cup of Russia among adults (“SKB Kontur Cup”);
stage of the Cup of Russia among children (“AE Karpov’s Cup”);
open tournament on blitz (“NN Rashkovsky’s Cup and BI Fradkin”);
open tournament on fast chess for prizes “SKB Kontur”.

The festival will be held on the sports grounds of the Palace of Game Sports (DIVS).

The honorable guests of the festival are the 12th world chess champion Anatoly Karpov and the Olympic champion, international grandmaster Rafael Vahanyan.

The grand opening of the Festival will take place on August 1 at 14:00 in the DIVS. At 15.00 the beginning of the first round. On the opening day, guests and participants of the Festival will witness a unique match between grandmasters – Anatoly Karpov and Naum Rashkovsky.

Live game with analysis will be provided daily with the best chess software competing in the Top Chess Engine Championship – Komodo, Houdini, and Stockfish.

Starting list

1 Artemiev Vladislav
2 Kryakvin Dmitry
3 Sarana Alexey
4 Timofeev Artyom
5 Chigaev Maksim
6 Rozum Ivan
7 Pridorozhni Aleksei
8 Shaposhnikov Evgeny
9 Bocharov Ivan
10 Matsenko Sergei
11 Sorokin Aleksey
12 Tsydypov Zhamsaran
13 Khanin Semen
14 Kabanov Nikolai
15 Kozionov Kirill
16 Gutenev Alexander
17 Fakhrutdinov Timur
18 Badmatsyrenov Oleg
19 Vokarev Sergey
20 Drygalov Andrey
21 Drygalov Sergey
22 Shinkevich Vitaly
23 Kopylov Alexander A.
24 Mokshanov Alexey
25 Yeletsky Ivan
26 Looshnikov Nikolai
27 Makhmutov Rail
28 Faizrakhmanov Ramil
29 Popov Mikhail
30 Ivanov Andrew
31 Kanter Eduard
32 Kardashevskiy Evgeny
33 Postnikov Daniil
34 Fotin Vladimir
35 Nesterov Arseniy
36 Dilmukhametov Artur
37 Lisenko Alexander V
38 Obgolts Erik
39 Inozemtsev Sergei
40 Tomilova Elena
41 Pozin Sergey
42 Matsenko Andrei
43 Shapiro David
44 Rudometov Maxim
45 Grachev Alexey
46 Sichinava Zviad
47 Scerbin Dmitrij
48 Zasukhin Vadim
49 Tataurov Andrey
50 Tsybikov Tumen
51 Sabaev Sergey
52 Maletina Tatiana
53 Yuferev Oleg
54 Lysenko Margarita
55 Saunina Ludmila
56 Gusarov Aleksey
57 Zorin Alexander
58 Martynyuk Elizaveta
59 Eliseev Mikhail
60 Dubinin Alexsandr
61 Logachiov Aleksandr
62 Marchuk Rostislav
63 Pogorelskikh Sergey
64 Fedotov Alexey
65 Isanzhulov Arystan
66 Patrushev Konstantin
67 Vazhenin Alexei
68 Baglaev Evgeniy
69 Volkov Roman
70 Ponomarev Grigori
71 Pogorelskikh Sofia
72 Kanevskaya Anna
73 Kolomensky Vladimir
74 Shadrin Anton
75 Neizvestnykh Vitalij
76 Belova Olga
77 Zhukov Ivan
78 Tyurin Ilya
79 Pingin Artem
80 Zharkov Nikolay
81 Lilov Aleksandr
82 Khubukshanov Erdem
83 Bitkinin Lenar
84 Vysotsky Ivan
85 Filippova Margarita
86 Kozlov Denis
87 Pauli Stanislav
88 Kuzmin Roman
89 Kharitonov Egor
90 Matskevich Ivan
91 Sosnina Ekaterina
92 Lysenko Viktoria
93 Korolkov Evgeni
94 Dubnikova Anastasia
95 Fomin Pavel V.
96 Buchina Polina
97 Dolgaeva Evgenia
98 Bazyrtsyrenov Kirill
99 Grekhov Luka
100 Ketov Daniil
101 Raspopin Alecsandr
102 Chyndygyr Tamerlan
103 Gyrgenova Ekaterina
104 Liu Ziqi
105 Yadigarov Aivaz
106 Erokhin Artem
107 Khaliullin Albert
108 Ayushiev Ayur
109 Khurkhesova Viktoriya
110 Semenov Anatoliy
111 Dashdorzh Dashanima
112 Bolikov Nicolai
113 Boyko Igor K.
114 Kopylov Artem
115 Panjshin Daniil
116 Dovbnia Nikita
117 Kuzmin Andrey.
118 Tanygina Yulia
119 Kombarov Mikhail
120 Pakeeva Namlana
121 Druzhinin Nikita
122 Belov Danila
123 Dashdorzh Ariunaa
124 Medvedevskih Nikita
125 Toropov Alexandr
126 Kozlova Valeriia
127 Fedortsov Yakov
128 Lobovikov Iaroslav
129 Monastyrenko Nataliya
130 Kartashov Kirill
131 Khrustalev Artemy
132 Medvedevskikh Matvey

Chessdom

Fun Chess Opening Helps Mamedyarov Closer To Biel Victory

Tuesday, July 31st, 2018

Although he needs to survive his game with Magnus Carlsen today, three draws on Monday brought Shakhriyar Mamedyarov a small step closer to victory at the Biel Chess Festival. The Azerbaijani GM played the entertaining Dilworth variation…

Source: Chess.com – Play. Learn. Share.

August 2018 FIDE Rating List

Tuesday, July 31st, 2018

official logo

FIDE publishes August 2018 FIDE Rating List. The list of top players is published at Top lists page of FIDE ratings website. All players can check new ratings at the main page of FIDE ratings website.

Source: World Chess Federation – FIDE

European Chess Union Press Release

Tuesday, July 31st, 2018

ECU-logo

POLICE CONFIRMS FORGED BANK DOCUMENTS (3rd July 2018)

A Brief history of the case: In May 2011 a group of individuals established an offshore shadow company in Delaware, U.S.A. named “European Chess Union LLC” Delaware and the same time, through this company, they opened a bank account in Slovenia. From 2011 to 2015, forging bank documents, invoices, letters and contracts they were abusing money from the Bulgarian state, Montenegro chess federation and possible other public or private entities or even executing money laundering services for clients ‘sponsors”. It is officially confirmed that they have abused more than 1 million euros, however the information that is not yet official raises this amount to 3 million euros.

European Chess Union has the responsibility to inform its members as also the international media and public about the on-going investigations for the private shadow company “European Chess Union LLC”, a Limited-Liability Company (LLC) registered in Delaware, USA on May 4, 2011. The company’s File Number is listed as 4977764. The Registered Agent on file for this company is Harvard Business Services, Inc. and is located at 16192 Coastal Highway Lewes, DE 19958. The ECU LLC Delaware after its registration opened a bank account on 11th of May 2011 in the ABANKA d.d. based in Slovenia with no. SI56 0510 0801 3271 144.

1. As was stated several times by the European Chess Union and concluded by two CAS Awards, there is no legal or any financial relation between the ”European Chess Union”, an association established under Swiss law, with its seat in H?nenberg See, Switzerland, and the limited-liability company “European Chess Union LLC” registered in Delaware, USA.

A. ECU vs Bulgarian federation – CAS award
B. FIDE vs Valdimir Sakotic – CAS Award

2. According to the official documents received from the Bulgarian Ministry of Youth & Sports, as also informed in a press conference in Sofia, by the Bulgarian Minister of Sports, Mr. Krasen Kralev, the Bulgarian Chess Federation under the leadership of Mr. Silvio Danailov and his associates transferred to the Slovenian Bank account belonging to the Delaware Company 1,070,140 euros (Annex_1) from 2011 till 2014, informing that these are payments/fees for theEuropean Chess Union based in Switzerland. The amount of 1,070,140 euros represents only the state funds transferred to the offshore company while the Bulgarian Chess Federation refuses to provide any other information about the total transactions with this company.

3. The reports of the Financial Investigation Agency of Bulgarian described in detail all these invoices /transactions in the total of the 1,070,140 euros. The reports are available in public and was an agenda item in the ECU General Assembly in Baku:

ECU GA Agenda 2016 (annexes 6a, 6b, 6c).

4. According to the Bulgarian Financial Investigation Agency reports, Mr. Silvio Danailov presented to the Bulgarian authorities an alleged Bank Certificate from the Slovenian Bank “ABANKA d.d”. (Annex_2). This document first appeared in the report of the Bulgarian Agency no. DI1SF-45, dated 03.08.2015 (pages 49,50 referring to Mr. Danailov claims). Later, this report was amended with the report-dated 16.02.2016 (reference of the certificate in pages 43, 44, 45). The document in the context of the inspections provided by Mr. Silvio Danailov (then President of the Chess Federation of Bulgaria and former President of ECU), and on this basis therefore the Chess Federation Bulgaria sought to prove that the funds, which were acquired by the Bulgarian Ministry of Youth and Sports, were used properly. The same bank certificate sent to the Bulgarian Ministry of Youth and Sports from the Bulgarian Chess federation for the state auditing. The Bulgarian Ministry of Youth & Sports sent officially this document to ECU (annex_2), after the FIDE and ECU meetings in Sofia in June 2017. The Bulgarian federation did not contact in 2015 the European Chess Union asking about the authenticity of such document.

5. This alleged Bank certificate is also manifestly contrary to official data from the Slovenian register of transaction accounts (Annex_3), which gives exclusive the account holder the company “CHESS EUROPEAN UNION LLC”, with business address “161 COASTAL HIGHWAY Delaware, USA “.

6. European Chess Union after contacted the A.A. Bank in Slovenia and the officer that allegedly signed this certificate (annex_2) submitted a criminal complaint in Slovenia on 9th of January 2018, including all the Bulgarian investigation reports, a number of forged invoices, the CAS awards as also the alleged bank certificate.

7. The Slovenian Prosecutor informed ECU by a letter on 26.02.2018 that has accepted the case and asked Slovenia Police to start investigation. (Annex_4).

8. The Slovenian Police, through Interpol, informed officially ECU on 3rd July 2018 that the bank certificate in annex_2 that submitted to the Bulgarian authorities and Bulgaria Ministry of Youth and Sports is a forged document (Annex_5).

“With regard to the document »CERTIFICATE«, which was supposedly issued by the ABANKA d.d. on 20.07.2015, an official explanation was obtained from the ABANKA d.d. that they did not issue this document and that the document is forged.”

While the Police investigation continues, European Chess Union additionally has already informed about the case: a. the Slovenian Anti-laundering Authority b. the Slovenian Central Bank and preparing related information letters and to the EU institutions.

9. Apart the investigation in Slovenia, another investigation takes place in Bulgaria after criminal complaints submitted by the Ministry of Youth and Sports of Bulgaria as also Bulgarian citizens. From December 2016 the Bulgarian Prosecutor has concluded and informed that a heavy crime took place. (Annex_6).

10. The known and confirmed transactions to the Slovenian Bank account are 1,070,140 euros sent from the Bulgarian Chess federation and 7,500 euros sent from the Montenegro Chess federation. However the ECU has the information, which is not yet official, that the total deposits in this account exceed the 3 million euros.

11. European Chess Union asks any legal entity, “sponsor” or individual who was asked to transfer money to the account with no. SI56 0510 0801 3271 144 in the ABANKA d.d. Bank in Slovenia to report it, in ECU or/and the Police.

12. European Chess Union will hold a Press conference in Batumi during the Chess Olympiad releasing more details and documents/invoices, about the case with the main purpose to inform the media as also the representatives of all National Chess federations.

Source: World Chess Federation – FIDE

Dilworth-Playing Mamedyarov Closer To Biel Victory

Tuesday, July 31st, 2018

Although he needs to survive his game with Magnus Carlsen today, three draws on Monday brought Shakhriyar Mamedyarov a small step closer to victory at the Biel Chess Festival. The Azerbaijani GM played the entertaining Dilworth variation…

Source: Chess.com – Play. Learn. Share.

Deus X – the NN chess engine by Albert Silver

Monday, July 30th, 2018

TCEC Season 13In December 2017 Google subsidiary DeepMind shocked the chess world when it announced that its neural network AlphaZero had soundly defeated the then-champion Stockfish 8 in internal tests. While many pointed out that Stockfish 8′s play settings were far from optimal, DeepMind had certainly demonstrated that traditional chess programs could be challenged by deep learning algorithms. It was clear that a new and powerful class of chess-playing software had emerged – the Neural Network (NN) chess engines.

Season 13 of TCEC with two NN engines

For the first time ever the TCEC competition is going to see two NN engines competing. This will be Leela Chess Zero and DeusX (see the full participants list here)

Deus X, the chess engine by Albert Silver, is a new neural network that will be debuting this season. This is the first version of the engine, yet the author believes his chess engine is ready to compete with the strongest in the field. Deus X starts its participation in TCEC this August 3rd and you can watch it live on the official website and the Twitch TV channel

Interview with Albert Silver, author of Deus X

Bonus question – guess the name of the intro track, the artist, and the year of release

Chessdom

Wesley So Trounces Wei Yi In Tactical Speed Chess Match

Monday, July 30th, 2018

On Sunday, Wesley So was the first player from the "eastern half" of the bracket to reach the quarterfinals of the 2018 Speed Chess Championship. The American GM dominated a match full of nice tactics, and beat Wei Yi of China 18.5-9.5.
Alt…

Source: Chess.com – Play. Learn. Share.

Tiviakov wins Chefchaouen Open 2018

Monday, July 30th, 2018

crbst_affiche8The Alwan Fannia Chess Association of Chefchaouen organizes the 17th Edition of Chefchaouen International Chess Festival from 23 to 29 July 2018 at Complex Mohamed 6 in Chefchaouen.
279 players took part in the tournament!

The winner is GM Sergei Tiviakov with 8,5 points out of 9.
Second is GM Aleksa Strikovic with 7,5 points and third is IM Gomez Ledo Roberto Carlos also with 7,5 points.

Final standings

1 Tiviakov Sergei 8,5
2 Strikovic Aleksa 7,5
3 Gomez Ledo Roberto Carlos 7,5
4 Hesham ,Abdelrahman 7
5 Burmakin Vladimir 7
6 Lari?o Nieto David 7
7 Ashraf Shereif 7
8 Suarez Uriel Adrian 7
9 Veiga Jose Francisco R P Neves 7
10 Saber Yasser 7
11 Oussedik Mahfoud 7
12 Buscara Sevan 6,5
13 Fawzy Adham 6,5
14 Aassim Abdelhadi 6,5
15 EL FEZARI Mohamed Amin 6,5
16 Abdelaziz Adil 6,5
17 Zrikem Nassim 6,5
18 Tachafine Anouar 6,5
19 dami omar 6,5
20 lamrabet mohammed 6,5
21 Chennaoui Yasin 6,5
22 Bensaid Abdelmouine 6,5
23 Lahlou Rachid 6,5
24 Hadj Kholti Yasser 6,5
25 kajaj Arsalan 6,5
26 saber anass 6,5
27 Maazouzi Mohamed 6,5
28 Akhrof Lissandine 6
29 Galvez Extremera Francisco 6
30 Nassr Ali 6
31 Abahchouch Younes 6
32 omar LAMNOUAR 6
33 LIARI Khalid 6
34 Guedira Aimen 6
35 Youssef Salaka 6
36 Drais Ali 6
37 Echajari Khalid 6
38 Karkri mohamed 6
39 Ghanoui Nidal 6
40 Skalli Taoufik 6
41 M’GUIL WADIE 6
42 saidi younes 6
43 Zekraoui Houssine 6
44 aluartassi ayoub 6
45 LAMETI Mohamed 6
46 ARRAMI Mohamed 6
47 FARIAT MAROUAN 6
48 Becham Khalid 6
49 Lghachi Smail 5,5
50 HANI Younes 5,5
51 ELMOKHTARI Mohammed 5,5
52 Benaino Samir 5,5
53 Rian Saad 5,5
54 Alaissaoui Amine 5,5
55 Douich Mehdi 5,5
56 Makhlouf Ahlam 5,5
57 Adnan Roudi 5,5
58 bouchaara taoufik 5,5
59 Echchaib Adil 5,5
60 Ouaziz Ismail 5,5
61 EL HIJAZI amine 5,5
62 abdelali kouyach 5,5
63 Benfath Abderahman 5,5
64 EL HABACHI Rachid 5,5
65 MSAAD Said 5,5
66 Chaoui Rayane 5,5
67 Sidah Mohamed 5,5
68 Lakehal Safae 5,5
69 Abou assal Nabil 5,5
70 elhaimer Mohamed 5,5
71 Chia Abdellah 5,5
72 MAAROUF OTMAN 5,5
73 Oualili Abdelali 5,5
74 Zitane Zayd 5,5
75 ALAMI HALIM 5
76 AJBARA JAMAL 5
77 Nasih Said 5
78 Harrak Youssef 5
79 Ouadfel Yassir 5
80 Aarabat Mohammed 5
81 Zerdouk Mohammed 5
82 Sidali Elias Hulleberg 5
83 BENDRISS Hatim 5
84 lakhdari boubker 5
85 Ahmed El Hamri 5
86 RAFYK Ali 5
87 Mason Jon 5
88 Nifasse Mohammed 5
89 Ellaoui Omar 5
90 Lahrach Said 5
91 Guemmah Nassr 5
92 BOUJIDA Yanis 5
93 Almarjani Abderrahmane 5
94 Alaoui Belghiti Chaimaa 5
95 ARBA Youssef 5
96 Zouhair Mohamed 5
97 Alaoui Belghiti Yassine 5
98 Jdiyou Mohammed 5
99 bouchaara mustapha 5
100 Majd Abdelkabir 5
101 Mhand Mohammed 5
102 BELJAOUHARI Abdellatif 5
103 Hammou Hicham 5
104 ammaih youssef 5
105 Rahouti Azedine 5
106 Toumi Mohamed-Jad 5
107 Jawad Abida 5
108 Sentissi Yassine 5
109 El gouach Nassim 5
110 elghezouani ilias 5
111 Ibrahimi Khadija 5
112 El ouadili Khalid 5
113 ben saada moustapha 5
114 nakri anas 5
115 Najimi Mohamed Khalil 5
116 ben ider azeddine 5
117 SAHBAOUI Abdelhai 5
118 Sajid Jalil Sami 5
119 El hayouni Hicham 4,5
120 El Hadj Kacem Abdelhafid 4,5
121 bouhouili housni 4,5
122 Mazgouri Noureddine 4,5
123 Chouki Aali 4,5
124 mansouri omar 4,5
125 HASSNAOUI Hicham 4,5
126 ASSOIB Younes 4,5
127 Shail Abdellatif 4,5
128 AMRI Mohamed 4,5
129 cherigui mourad 4,5
130 chellaf abdessalam 4,5
131 Bouhrara Yassine 4,5
132 Ait Hammou Med Rayane 4,5
133 Choutine Kawtar 4,5
134 EL FERSSIWI Tarek 4,5
135 Allouch Abdelmoneim 4,5
136 TAIR Abdelghani 4,5
137 bertit abderrahim 4,5
138 sobti ahmed 4,5
139 El gouach Maryam 4,5
140 Karkazi Aziz 4,5
141 Bouhouili Mohcine 4,5
142 Lamgiri Mohamed 4,5
143 Nebkhout Omar 4,5
144 Alghazi Hachim 4,5
145 Jdiyou Adam 4,5
146 Lkhachin Abdellah 4,5
147 Makhlouf Ali 4
148 MOUDDEN Abdeljebbar 4
149 El hakour Ahmed 4
150 ahamdane badr eddine 4
151 BENADDI Mouhssine 4
152 Najim Khalid 4
153 OUADDI AYOUB 4
154 Attat Abdelmajid 4
155 Taoughi Mohamed amine 4
156 Zerrai Abdelhamid 4
157 Boubkari Mohamed aissam 4
158 Boulaatoub Mahjoub 4
159 Rian Kacem 4
160 BOULHLIB Abdelkhalek 4
161 ibn el miloudy zakariae 4
162 elouardassi anas 4
163 Benzakour Alae-eddine 4
164 SALHI Mokhtar 4
165 Yrou Mohamed 4
166 Guedira Said 4
167 SBAR Mohamed Amine 4
168 bayoussef otmane 4
169 Alaoui Belghiti AYA 4
170 Chouli Safia 4
171 el kaddaoui wassim 4
172 Kamal DAHRAOUI 4
173 BEN SALAH HASNAA 4
174 MABCHOUR FAHD 4
175 Med jad Azzouz 4
176 Bahri Mohamed 4
177 nouabi ilias 4
178 EL HARRAK YOUSSEF 4
179 Ben khajjou Mahmoud 4
180 Boubkari Hicham 4
181 Nebkhout Omar Ben Najib 4
182 Bakry Mohamed 4
183 Baho Sinan 4
184 Zaid Nabil 4
185 FREME hajar 4
186 Ait bentaleb hiba 4
187 ait bella soulaymane 4
188 ajakane anis 4
189 KHABIR FAHD 4
190 ELMOKHTARI Marouane 4
191 LAHLOU El haj el arbi 4
192 RAHMOUNI OMAR 4
193 Koraa Marwane 4
194 Al Marjani Mohamed Ali 4
195 Meskaoui Mohamed 3,5
196 ELBOUNT YASSER 3,5
197 Bihhadi Amine 3,5
198 Bouzaidi ezzantar Mohammed 3,5
199 EL HARRAK AHMED 3,5
200 moulay hfid Hamidi 3,5
201 Mohamed Alhaik 3,5
202 Cheouiref Mohamed 3,5
203 Hatime Naoufel 3,5
204 Oukkad Omar 3,5
205 Mekdad Reda 3,5
206 belmadani yassir 3,5
207 Sobti zouhair 3,5
208 SAHBAOUI Ahmed 3,5
209 boulaguiem badr 3,5
210 Ouslimane Oussama 3,5
211 Sahbaoui Ilyas 3,5
212 Blilich Ayoub 3,5
213 Larhrissi Omar 3,5
214 ait bella abdelwahed 3,5
215 El Mriga Abdessamad 3
216 ghouagh Mostafa 3
217 OUROUADI TARIK 3
218 Tounsi Fouad 3
219 SOULAYMAN AZZOUZ 3
220 Ben Brahim Sbitri Hicham 3
221 Mohammed Houri 3
222 TAOUIL Imane 3
223 aitbentaleb anas 3
224 el kaddaoui nassim 3
225 KATANE AYOUB 3
226 TAIR Yasmine 3
227 Mahla Nour 3
228 Mouissou Mohamed 3
229 taouil hicham 3
230 EL amrani Sami 3
231 boulaguiem adam 3
232 El Habachi Aya 3
233 Meftah Amine 3
234 Hachimi Hadil 3
235 ihoum mustapha 3
236 Ben Khajjou Hassan 3
237 ghafai mariame 3
238 Oulkhir Rachid 2,5
239 erraji aymane 2,5
240 imiyouska mohamed amine 2,5
241 Larbaoui Yassine 2,5
242 Kriem Mohamed Amine 2,5
243 TAIR Zaid 2,5
244 ouahia abdellah 2,5
245 Majdouline Saif 2,5
246 EL amrani Fahd 2,5
247 Hachimi Jad 2,5
248 Chouki Kenza 2,5
249 saoulaj mohamed 2,5
250 janati idrissi abdelkhalid 2
251 Matjaouj Khalid 2
252 Mahla Nizar abdellah 2
253 KATANE SOHAIB 2
254 ait bella salma 2
255 Chidi Saad 2
256 DOUAR SAAD 2
257 Najim Ahmed charaf 2
258 Alghazi Hala 2
259 elouardassi adam 2
260 saoulaj fatima ezzahra 2
261 Chouhayd Mohamed 1,5
262 SALHI Youssef 1,5
263 gherouahi othmane 1,5
264 allaoui Mohamed 1
265 daif meryiem 1
266 RAJI Moustapha 1
267 kajaj Houdaifa 1
268 Mouiz Mustapha 0,5
269 Karpatchev Alexander 0,5
270 Majdouline Oubai 0,5
271 ghafai fatima ezzahra 0,5
272 Ouazri Ghassane Said 0
273 Sghir Aymane 0
274 issam farsan 0
275 el khalifi mohamed 0
276 OUAHAIBI HAITAM 0
277 Sahbaoui Imane 0
278 Azzouz Mouad 0
279 Aabadli Med abdessamad 0

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