릴라 제로 근황 (17-12-15)

<dl class="wt_subject" style="padding: 0px; margin: 0px 0px 8px; font-family: Gulim, 굴림; color: rgb(60, 60, 60); background-color: rgb(251, 251, 251);"><dt style="padding: 0px; margin: 0px; display: inline; font-size: 11px; color: rgb(147, 149, 152);">제 목</dt> <dd style="padding: 0px; margin: 0px 0px 0px 15px; display: inline; font-size: 13px; font-weight: bold;">릴라 제로 근황 (17-12-15)</dd></dl><dl style="padding: 0px; margin: 0px 0px 8px; font-family: Gulim, 굴림; color: rgb(60, 60, 60); background-color: rgb(251, 251, 251);"><dt style="padding: 0px; margin: 0px; display: inline; font-size: 11px; color: rgb(147, 149, 152);">글쓴이</dt> <dd style="padding: 0px; margin: 0px 0px 0px 8px; display: inline; font-size: 13px;">릴vs알 </dd><dt class="dt_line" style="padding: 0px 0px 0px 10px; margin: 0px 0px 0px 8px; display: inline; font-size: 11px; color: rgb(147, 149, 152); background: url("http://nstatic.dcinside.com/dgn/gallery/images/bg_dt_line.png") 0px center no-repeat;">조회</dt> <dd class="dd_num" style="padding: 0px; margin: 0px 0px 0px 8px; display: inline; font-size: 11px; font-family: tahoma;">66 </dd><dt class="dt_line" style="padding: 0px 0px 0px 10px; margin: 0px 0px 0px 8px; display: inline; font-size: 11px; color: rgb(147, 149, 152); background: url("http://nstatic.dcinside.com/dgn/gallery/images/bg_dt_line.png") 0px center no-repeat;">댓글</dt> <dd class="dd_num" style="padding: 0px; margin: 0px 0px 0px 8px; display: inline; font-size: 11px; font-family: tahoma;">0</dd></dl> <img src="https://t1.daumcdn.net/cfile/cafe/990714495A3338110D" class="txc-image" actualwidth="664" hspace="1" vspace="1" border="0" width="664" exif="{}" data-filename="1513304617.png" style="clear:none;float:none;" id="A_990714495A3338110DA8E1"/> 1. 프로젝트 시작 후 대략 30일정도 되었습니다.(성장속도에 영향을 줄만한) 치명적?인 버그는 v0.9에서 대략 잡았다고 보이지만, 아직도 완벽하게 안정된 상태는 아닌 듯 보입니다. 2. 드디어 (Go Rating 기준) 0점선을 뚫었습니다. (자체 대국에 따른 평가 누적이므로 오차가 있을 수 있습니다)현재 수준은... Kgs 10k~12k 정도일까요?  최근 대국 http://www.yss-aya.com/cgos/viewer.cgi?19x19/SGF/2017/12/15/329592.sgf* 인간의 바둑과 직접 그 수준을 비교하기에는 무리가 있습니다. 일요일 쯤이면 GNUgo3.7.1(=Gorating431=CGOS1800=kgs5k) 수준은 되지 않을까 싶은데... 아닐수도 있구요. 3. 아직까지 network residual layers=5 입니다.(5블럭과 같은 의미로 압니다) 프로젝트 개발자는 6블럭이 초기 목표라고 합니다. 언제 6블럭으로 업될지는 알 수 없는 상황이고 (150만판정도가 아닐까 근거없이 찍어봅니다.)6블럭에서 최대 ELO가 어느 수준까지 올라갈지도 알 수 없는 듯 합니다. (최소 kgs6d 까지는 보는 것 같더라구요.) ====================== Leela Zero is available from: <a href="https://github.com/gcp/leela-zero" style="font-family: Simsun; font-size:12pt;">Github</a>. <a href="https://github.com/gcp/leela-zero/blob/master/FAQ.md" style="font-family: Simsun; font-size:12pt;">Read the FAQ here</a>. Autogtp will automatically download better networks once found. Not each trained network will be a strength improvement over the prior one. Patience please. :) Match games are played at full strength (only 1600 playouts). Training games are played with some randomness in first 30 moves, and noise all game long. 2017-12-08 <a href="https://github.com/gcp/leela-zero/releases" style="font-family: Simsun; font-size:12pt;">Leela Zero 0.9 + AutoGTP v8</a>. Update required. 2017-12-07 <a href="https://github.com/gcp/leela-zero/releases" style="font-family: Simsun; font-size:12pt;">Leela Zero 0.8 + AutoGTP v7</a>. 2017-12-07 <a href="https://github.com/gcp/leela-zero/releases" style="font-family: Simsun; font-size:12pt;">Leela Zero 0.7 + AutoGTP v6</a>. 2017-11-21 We are now on 5 blocks x 64 filters, so the speed of the games will drop. 2017-11-20 <a href="https://github.com/gcp/leela-zero/releases" style="font-family: Simsun; font-size:12pt;">Leela Zero 0.6 + AutoGTP v4</a>. 570 clients in past 24 hours, 198 in past hour. 1188195 total selfplay games. (31462 in past 24 hours, 1172 in past hour.) 19582 total match games. (2815 match games in past 24 hours, 129 in past hour.) View most recent match win by best network ce1aa643 vs 0eb8b23b: [<a href="http://zero.sjeng.org/viewmatch/be3ad1a19163093226943887349bf4c62d34376a0ede3313c7ac9b645ea5def1?viewer=eidogo" style="font-family: Simsun; font-size:12pt;">EidoGo</a> / <a href="http://zero.sjeng.org/viewmatch/be3ad1a19163093226943887349bf4c62d34376a0ede3313c7ac9b645ea5def1?viewer=wgo" style="font-family: Simsun; font-size:12pt;">WGo</a>]  View most recent selfplay training game: [<a href="http://zero.sjeng.org/view/9bb706ff957466458c81d74924a6bf3d80df72d30c34953c6c8fd72d17ab800c?viewer=eidogo" style="font-family: Simsun; font-size:12pt;">EidoGo</a> / <a href="http://zero.sjeng.org/view/9bb706ff957466458c81d74924a6bf3d80df72d30c34953c6c8fd72d17ab800c?viewer=wgo" style="font-family: Simsun; font-size:12pt;">WGo</a>]  View your most recent selfplay training game: [<a href="http://zero.sjeng.org/view/fb84a54c0c10df32ab350982ba345fb6d008cb4387de2c196bbf8ffc0de195fa?viewer=eidogo" style="font-family: Simsun; font-size:12pt;">EidoGo</a> / <a href="http://zero.sjeng.org/view/fb84a54c0c10df32ab350982ba345fb6d008cb4387de2c196bbf8ffc0de195fa?viewer=wgo" style="font-family: Simsun; font-size:12pt;">WGo</a>] <a href="https://sjeng.org/zero/" style="font-family: Simsun; font-size:12pt;">Raw SGF files</a>. <a href="https://docs.google.com/spreadsheets/d/e/2PACX-1vTsHu7T9vbfLsYOIANnUX9rHAYu7lQ4AlpVIvCfn60G7BxNZ0JH4ulfbADEedPVgwHxaH5MczdH853l/pubchart?oid=286613333&format=interactive" style="font-family: Simsun; font-size:12pt;">Original strength graph</a>. (Mostly obsolete.) <img src="https://t1.daumcdn.net/cfile/cafe/991EC73A5A3879241D" class="txc-image" hspace="1" vspace="1" border="0" actualwidth="943" width="943" exif="{}" data-filename="1.png" style="clear:none;float:none;" id="A_991EC73A5A3879241D7821"/> <img src="https://t1.daumcdn.net/cfile/cafe/99C969375A38793123" class="txc-image" hspace="1" vspace="1" border="0" actualwidth="952" width="952" exif="{}" data-filename="1-1.png" style="clear:none;float:none;" id="A_99C969375A387931231995"/> Times are in GMT+0100 (CET) <table class="networks-table" border="1" style="float: left; margin-right: 40px; margin-bottom: 20px; font-family: Simsun;"><tbody><tr><th colspan="4">Best Network Hash (100 Most Recent)</th></tr><tr><th>Upload Date</th><th>Hash</th><th>Games</th><th>Training #</th></tr><tr><td>2017-12-18 23:44</td><td><a href="http://zero.sjeng.org/networks/ce1aa643bd29de06a07e381ff36a5b6ae77bf28b565dfe141e5fee90936d9b07.gz">ce1aa643</a></td><td>8</td><td>1184723</td></tr><tr><td>2017-12-18 07:50</td><td><a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>23588</td><td>1163371</td></tr><tr><td>2017-12-17 15:54</td><td><a href="http://zero.sjeng.org/networks/808ac5f35690774587d12f595d6e840801394ee30a26681e4712de1fc2acfb43.gz">808ac5f3</a></td><td>15942</td><td>1143566</td></tr><tr><td>2017-12-16 16:46</td><td><a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a></td><td>34833</td><td>1105000</td></tr><tr><td>2017-12-16 06:25</td><td><a href="http://zero.sjeng.org/networks/4e4d09bee37ab25f68ba8fdf44312f93eb2d317d88ec6b93250505d5d67fd7f6.gz">4e4d09be</a></td><td>7009</td><td>1095000</td></tr><tr><td>2017-12-15 21:09</td><td><a href="http://zero.sjeng.org/networks/3ba928049be90a694f700996dee5db69b39da847e9a6ca9aacd8cfcd338a75a5.gz">3ba92804</a></td><td>16320</td><td>1080000</td></tr><tr><td>2017-12-15 16:46</td><td><a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a></td><td>6650</td><td>1070000</td></tr><tr><td>2017-12-14 21:19</td><td><a href="http://zero.sjeng.org/networks/251b7ca85b3fae0e19e55e9f79abdc5ec3d6832ad2819131581127a0c0c6b4b0.gz">251b7ca8</a></td><td>27205</td><td>1050000</td></tr><tr><td>2017-12-14 15:48</td><td><a href="http://zero.sjeng.org/networks/e671af6f29f0acce07405b51d946e1e69a3249f24194a052cd2da2325fa8a332.gz">e671af6f</a></td><td>7939</td><td>1035000</td></tr><tr><td>2017-12-13 06:21</td><td><a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a></td><td>24559</td><td>1000000</td></tr><tr><td>2017-12-12 06:33</td><td><a href="http://zero.sjeng.org/networks/5bcb392e581915631ab7dd43c08ce7aae9ab51e2ff6c81793e54e69d55b6073f.gz">5bcb392e</a></td><td>38353</td><td>970000</td></tr><tr><td>2017-12-11 18:59</td><td><a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a></td><td>20389</td><td>955000</td></tr><tr><td>2017-12-11 12:07</td><td><a href="http://zero.sjeng.org/networks/a0d3531fc3b7bb91a701e47870838840861ce5587d212fecfb7dbdc81607113f.gz">a0d3531f</a></td><td>9515</td><td>945000</td></tr><tr><td>2017-12-11 06:43</td><td><a href="http://zero.sjeng.org/networks/96bf20e75aeb80fff4a68d9d449f73483c8e08021566c1ed574b3b741372aa60.gz">96bf20e7</a></td><td>7192</td><td>920000</td></tr><tr><td>2017-12-09 19:13</td><td><a href="http://zero.sjeng.org/networks/1607dbea9c6f8f8e6137b2b167464d4003e5b43c1ec4d792959c6113ef863186.gz">1607dbea</a></td><td>28131</td><td>890000</td></tr><tr><td>2017-12-09 08:22</td><td><a href="http://zero.sjeng.org/networks/eebb910dc02d50437b8fe78c43e4f77b3428b092e9477163aa16403238cea918.gz">eebb910d</a></td><td>18400</td><td>860000</td></tr><tr><td>2017-12-07 13:07</td><td><a href="http://zero.sjeng.org/networks/2184b7500795533b97a40cc83bdfd51d1f18183c6e76d7cca3053237e0f18c7c.gz">2184b750</a></td><td>68977</td><td>815000</td></tr><tr><td>2017-12-06 09:42</td><td><a href="http://zero.sjeng.org/networks/ad8a1d025c81264d9dc14f655466f9303db0ea6de241c56bbe3122c71557e686.gz">ad8a1d02</a></td><td>75393</td><td>735000</td></tr><tr><td>2017-12-03 22:46</td><td><a href="http://zero.sjeng.org/networks/6f274ab150b9c79a341cce67c97b9116a6fcf3b1a8c9a613f6f7a6709658750f.gz">6f274ab1</a></td><td>137868</td><td>585000</td></tr><tr><td>2017-11-30 22:25</td><td><a href="http://zero.sjeng.org/networks/223737476718d58a4a5b0f317a1eeeb4b38f0c06af5ab65cb9d76d68d9abadb6.gz">22373747</a></td><td>111578</td><td>485000</td></tr><tr><td>2017-11-25 13:16</td><td><a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>192872</td><td>292000</td></tr><tr><td>2017-11-24 16:08</td><td><a href="http://zero.sjeng.org/networks/a1151640f6b2c753a36e61f10851bb028dd6068416fbba343cadaa417c365632.gz">a1151640</a></td><td>36363</td><td>265000</td></tr><tr><td>2017-11-21 14:37</td><td><a href="http://zero.sjeng.org/networks/1ac2638de9d4d3f9eef43f2afb6b1b4c090a7c350fde4d2d77e00e39eba6fde0.gz">1ac2638d</a></td><td>104810</td><td>137000</td></tr><tr><td>2017-11-21 08:06</td><td><a href="http://zero.sjeng.org/networks/857b975eb796de20c0eb4243c5998715ef1de2465427dc474cf6c860a24378f2.gz">857b975e</a></td><td>15178</td><td>107000</td></tr><tr><td>2017-11-19 11:44</td><td><a href="http://zero.sjeng.org/networks/4d9a5cfc39babcb3d02e399ab59aee65d02162bc371ab793645deca80363971a.gz">4d9a5cfc</a></td><td>76711</td><td>62000</td></tr><tr><td>2017-11-17 08:09</td><td><a href="http://zero.sjeng.org/networks/fe3f6afd23aab715be6743fd42c378ddfcd9b049ebe305478c335b8a9401ac13.gz">fe3f6afd</a></td><td>44001</td><td>19000</td></tr><tr><td>2017-11-15 17:07</td><td><a href="http://zero.sjeng.org/networks/e6779c9becc10a7e147d3cb9c5177a45d3659f95856cd7199d98d0f9ecaf156e.gz">e6779c9b</a></td><td>23639</td><td>9000</td></tr><tr><td>2017-11-10 13:04</td><td><a href="http://zero.sjeng.org/networks/d645af975ed5b9d08530d092d484482d9aee014f9498c7afcde8570743f85751.gz">d645af97</a></td><td>15036</td><td>0</td></tr></tbody></table><table class="matches-table" border="1" style="font-family: Simsun;"><tbody><tr><th colspan="5">Test Matches (100 Most Recent)</th></tr><tr><th>Start Date</th><th>Network Hashes</th><th>Wins / Losses</th><th>Games</th><th>SPRT</th></tr><tr><td>2017-12-18 23:45</td><td><a href="http://zero.sjeng.org/networks/ce1aa643bd29de06a07e381ff36a5b6ae77bf28b565dfe141e5fee90936d9b07.gz">ce1aa643</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>229 : 175 (56.68%)</td><td>404 / 400</td><td>PASS</td></tr><tr><td>2017-12-18 21:07</td><td><a href="http://zero.sjeng.org/networks/5166c094da81d8fb9cf79c421fadffbaa184ba05f56abc1a72ae75bf798e7048.gz">5166c094</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>13 : 61 (17.57%)</td><td>74 / 400</td><td>fail</td></tr><tr><td>2017-12-18 19:52</td><td><a href="http://zero.sjeng.org/networks/c7823b6b151b89fbd14ac0a225a84493398ed0350475e84d27e09926e96338a8.gz">c7823b6b</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>255 : 230 (52.58%)</td><td>485 / 400</td><td> </td></tr><tr><td>2017-12-18 18:42</td><td><a href="http://zero.sjeng.org/networks/4f666eecb09ceed59928f6e1f225c727fda5c06d29f3e16ea74bffe713faf984.gz">4f666eec</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>6 : 65 (8.45%)</td><td>71 / 400</td><td>fail</td></tr><tr><td>2017-12-18 15:27</td><td><a href="http://zero.sjeng.org/networks/a69eb6021a86848e809861ff178179a16b1e866644ce358134c299f57cdfa375.gz">a69eb602</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>16 : 74 (17.78%)</td><td>90 / 400</td><td>fail</td></tr><tr><td>2017-12-18 15:04</td><td><a href="http://zero.sjeng.org/networks/dce293df8f6c6e2206127adab9a1cf6df0144ab0cc8b56574fd4cf30d1cba62a.gz">dce293df</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>231 : 245 (48.53%)</td><td>476 / 400</td><td>fail</td></tr><tr><td>2017-12-18 13:43</td><td><a href="http://zero.sjeng.org/networks/c011a662d690c17ca81219203cda0ff6dd63add3b1a2056eccd40e726ce7f127.gz">c011a662</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>130 : 164 (44.22%)</td><td>294 / 400</td><td>fail</td></tr><tr><td>2017-12-18 12:54</td><td><a href="http://zero.sjeng.org/networks/7aae3b3831170363e9f476cd04bdb7f30d9eabd7031f06a221a47a05427a8fa9.gz">7aae3b38</a> VS <a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a></td><td>80 : 124 (39.22%)</td><td>204 / 400</td><td>fail</td></tr><tr><td>2017-12-18 07:51</td><td><a href="http://zero.sjeng.org/networks/8eb078dbe2708db435d530538e6e4cb23031dd980fa2a7bc2114418b0499843f.gz">8eb078db</a> VS <a href="http://zero.sjeng.org/networks/808ac5f35690774587d12f595d6e840801394ee30a26681e4712de1fc2acfb43.gz">808ac5f3</a></td><td>73 : 114 (39.04%)</td><td>187 / 400</td><td>fail</td></tr><tr><td>2017-12-18 07:50</td><td><a href="http://zero.sjeng.org/networks/0eb8b23b53daba4b2207f6c45bddfc317980dbf4642d43ed2285ef3e765c869f.gz">0eb8b23b</a> VS <a href="http://zero.sjeng.org/networks/808ac5f35690774587d12f595d6e840801394ee30a26681e4712de1fc2acfb43.gz">808ac5f3</a></td><td>325 : 133 (70.96%)</td><td>458 / 400</td><td>PASS</td></tr><tr><td>2017-12-18 07:49</td><td><a href="http://zero.sjeng.org/networks/960f8fdea810366731fd51c3d8b8a51e3ad7445ccd0522a8039b13efc92a99af.gz">960f8fde</a> VS <a href="http://zero.sjeng.org/networks/808ac5f35690774587d12f595d6e840801394ee30a26681e4712de1fc2acfb43.gz">808ac5f3</a></td><td>22 : 50 (30.56%)</td><td>72 / 400</td><td>fail</td></tr><tr><td>2017-12-17 17:51</td><td><a href="http://zero.sjeng.org/networks/e6eb007b7d6a3f5eebc582bc6a359236a07524638439c8a4bda84a8d5a03b29b.gz">e6eb007b</a> VS <a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a></td><td>121 : 156 (43.68%)</td><td>277 / 400</td><td>fail</td></tr><tr><td>2017-12-17 15:55</td><td><a href="http://zero.sjeng.org/networks/808ac5f35690774587d12f595d6e840801394ee30a26681e4712de1fc2acfb43.gz">808ac5f3</a> VS <a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a></td><td>281 : 175 (61.62%)</td><td>456 / 400</td><td>PASS</td></tr><tr><td>2017-12-17 15:11</td><td><a href="http://zero.sjeng.org/networks/5a36c3f0a3e1bad16396c1479185b9f3d2063e2bb7fca5f62d2ab0666ebd1094.gz">5a36c3f0</a> VS <a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a></td><td>213 : 226 (48.52%)</td><td>439 / 400</td><td>fail</td></tr><tr><td>2017-12-17 13:34</td><td><a href="http://zero.sjeng.org/networks/513eae93a5d6cef0f907a65636f0aab6d71ac27a94f12c6e967517a25928b42f.gz">513eae93</a> VS <a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a></td><td>59 : 101 (36.88%)</td><td>160 / 400</td><td>fail</td></tr><tr><td>2017-12-16 16:46</td><td><a href="http://zero.sjeng.org/networks/3382a7d3e3d39b28891a262c0b371f0904888c763bec4124623307c3bd254339.gz">3382a7d3</a> VS <a href="http://zero.sjeng.org/networks/4e4d09bee37ab25f68ba8fdf44312f93eb2d317d88ec6b93250505d5d67fd7f6.gz">4e4d09be</a></td><td>310 : 96 (76.35%)</td><td>406 / 400</td><td>PASS</td></tr><tr><td>2017-12-16 15:40</td><td><a href="http://zero.sjeng.org/networks/a5044853ea7fc7476abc9db14ad2a515b3327b3e7cdd54adcfd982187181cb3c.gz">a5044853</a> VS <a href="http://zero.sjeng.org/networks/4e4d09bee37ab25f68ba8fdf44312f93eb2d317d88ec6b93250505d5d67fd7f6.gz">4e4d09be</a></td><td>154 : 179 (46.25%)</td><td>333 / 400</td><td>fail</td></tr><tr><td>2017-12-16 12:54</td><td><a href="http://zero.sjeng.org/networks/16cd0b37139f32763fde812e26b0697cdc9f7e25748fffe2a541959d811c3b5a.gz">16cd0b37</a> VS <a href="http://zero.sjeng.org/networks/4e4d09bee37ab25f68ba8fdf44312f93eb2d317d88ec6b93250505d5d67fd7f6.gz">4e4d09be</a></td><td>71 : 108 (39.66%)</td><td>179 / 400</td><td>fail</td></tr><tr><td>2017-12-16 06:31</td><td><a href="http://zero.sjeng.org/networks/079a4e7d1cdfc7a0b2109fe4e279584966959437a9f25638456edf8d7746f72b.gz">079a4e7d</a> VS <a href="http://zero.sjeng.org/networks/3ba928049be90a694f700996dee5db69b39da847e9a6ca9aacd8cfcd338a75a5.gz">3ba92804</a></td><td>206 : 194 (51.50%)</td><td>400 / 400</td><td> </td></tr><tr><td>2017-12-16 06:27</td><td><a href="http://zero.sjeng.org/networks/4e4d09bee37ab25f68ba8fdf44312f93eb2d317d88ec6b93250505d5d67fd7f6.gz">4e4d09be</a> VS <a href="http://zero.sjeng.org/networks/3ba928049be90a694f700996dee5db69b39da847e9a6ca9aacd8cfcd338a75a5.gz">3ba92804</a></td><td>256 : 146 (63.68%)</td><td>402 / 400</td><td>PASS</td></tr><tr><td>2017-12-16 06:26</td><td><a href="http://zero.sjeng.org/networks/1f2e6ed434b020484c0449a3d6ae8a0e37358c7a08d78d5139de79a4bc710bb3.gz">1f2e6ed4</a> VS <a href="http://zero.sjeng.org/networks/3ba928049be90a694f700996dee5db69b39da847e9a6ca9aacd8cfcd338a75a5.gz">3ba92804</a></td><td>218 : 199 (52.28%)</td><td>417 / 400</td><td> </td></tr><tr><td>2017-12-15 21:19</td><td><a href="http://zero.sjeng.org/networks/a86703005fbc406900659a39deed63f57e6574a3baf02047f3f72390f8d2bc19.gz">a8670300</a> VS <a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a></td><td>52 : 92 (36.11%)</td><td>144 / 400</td><td>fail</td></tr><tr><td>2017-12-15 21:10</td><td><a href="http://zero.sjeng.org/networks/3ba928049be90a694f700996dee5db69b39da847e9a6ca9aacd8cfcd338a75a5.gz">3ba92804</a> VS <a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a></td><td>301 : 151 (66.59%)</td><td>452 / 400</td><td>PASS</td></tr><tr><td>2017-12-15 19:50</td><td><a href="http://zero.sjeng.org/networks/e76f0b2a88d18c83fb20add3948e7ea6f728aff2f53cff089c12e02ceeb1f36e.gz">e76f0b2a</a> VS <a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a></td><td>245 : 189 (56.45%)</td><td>434 / 400</td><td>PASS</td></tr><tr><td>2017-12-15 18:01</td><td><a href="http://zero.sjeng.org/networks/a330461eb9eac0bf544818f1c7c3524cbef64ef9976e9b654b5e2c5c404f5dee.gz">a330461e</a> VS <a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a></td><td>46 : 91 (33.58%)</td><td>137 / 400</td><td>fail</td></tr><tr><td>2017-12-15 16:47</td><td><a href="http://zero.sjeng.org/networks/d11131e343aa37b3155ac29e929fbe0edc96cebbd080335deb42676974bf5357.gz">d11131e3</a> VS <a href="http://zero.sjeng.org/networks/251b7ca85b3fae0e19e55e9f79abdc5ec3d6832ad2819131581127a0c0c6b4b0.gz">251b7ca8</a></td><td>271 : 145 (65.14%)</td><td>416 / 400</td><td>PASS</td></tr><tr><td>2017-12-14 21:20</td><td><a href="http://zero.sjeng.org/networks/251b7ca85b3fae0e19e55e9f79abdc5ec3d6832ad2819131581127a0c0c6b4b0.gz">251b7ca8</a> VS <a href="http://zero.sjeng.org/networks/e671af6f29f0acce07405b51d946e1e69a3249f24194a052cd2da2325fa8a332.gz">e671af6f</a></td><td>275 : 138 (66.59%)</td><td>413 / 400</td><td>PASS</td></tr><tr><td>2017-12-14 20:18</td><td><a href="http://zero.sjeng.org/networks/4d4a326f38fddd2b2c1e069707789df2e61faef95e9a41b51ad9fe47a34e5df3.gz">4d4a326f</a> VS <a href="http://zero.sjeng.org/networks/e671af6f29f0acce07405b51d946e1e69a3249f24194a052cd2da2325fa8a332.gz">e671af6f</a></td><td>226 : 180 (55.67%)</td><td>406 / 400</td><td> </td></tr><tr><td>2017-12-14 19:10</td><td><a href="http://zero.sjeng.org/networks/18438584bd84d9a88cef7c8d931ae81cdd5708f6416cbaff762bff7e5eafa878.gz">18438584</a> VS <a href="http://zero.sjeng.org/networks/e671af6f29f0acce07405b51d946e1e69a3249f24194a052cd2da2325fa8a332.gz">e671af6f</a></td><td>21 : 71 (22.83%)</td><td>92 / 400</td><td>fail</td></tr><tr><td>2017-12-14 15:50</td><td><a href="http://zero.sjeng.org/networks/e671af6f29f0acce07405b51d946e1e69a3249f24194a052cd2da2325fa8a332.gz">e671af6f</a> VS <a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a></td><td>290 : 120 (70.73%)</td><td>410 / 400</td><td>PASS</td></tr><tr><td>2017-12-13 21:52</td><td><a href="http://zero.sjeng.org/networks/b2177533a39a90af9943d1e0deb2e930f4a9b20825a19e7fc39358d836164f80.gz">b2177533</a> VS <a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a></td><td>232 : 229 (50.33%)</td><td>461 / 400</td><td> </td></tr><tr><td>2017-12-13 21:51</td><td><a href="http://zero.sjeng.org/networks/1786fd1ce52031ef08c20cd455dd8225fba13182e9303937fb16d2efbf23797d.gz">1786fd1c</a> VS <a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a></td><td>110 : 276 (28.50%)</td><td>386 / 400</td><td>fail</td></tr><tr><td>2017-12-13 21:51</td><td><a href="http://zero.sjeng.org/networks/1394f81ee6d865638c4134ac5fb5bc568ba37f1e60a895a393ee745da6a9c4f3.gz">1394f81e</a> VS <a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a></td><td>63 : 279 (18.42%)</td><td>342 / 400</td><td>fail</td></tr><tr><td>2017-12-13 06:24</td><td><a href="http://zero.sjeng.org/networks/4701bb9fe03a8bdaedbe82b9872f5ba2f1fd15e3a1244db7e2ead672a873a752.gz">4701bb9f</a> VS <a href="http://zero.sjeng.org/networks/5bcb392e581915631ab7dd43c08ce7aae9ab51e2ff6c81793e54e69d55b6073f.gz">5bcb392e</a></td><td>218 : 183 (54.36%)</td><td>401 / 400</td><td> </td></tr><tr><td>2017-12-13 06:24</td><td><a href="http://zero.sjeng.org/networks/bd08cfd438be41cf6038a1a96ea2e320609b7050a5917cbd00317935d0764bd6.gz">bd08cfd4</a> VS <a href="http://zero.sjeng.org/networks/5bcb392e581915631ab7dd43c08ce7aae9ab51e2ff6c81793e54e69d55b6073f.gz">5bcb392e</a></td><td>129 : 267 (32.58%)</td><td>396 / 400</td><td>fail</td></tr><tr><td>2017-12-13 06:23</td><td><a href="http://zero.sjeng.org/networks/d5b7aec30633d495bf1908a5ead955b02553188f63d56fd6d6ac13b5d0ee4232.gz">d5b7aec3</a> VS <a href="http://zero.sjeng.org/networks/5bcb392e581915631ab7dd43c08ce7aae9ab51e2ff6c81793e54e69d55b6073f.gz">5bcb392e</a></td><td>103 : 303 (25.37%)</td><td>406 / 400</td><td>fail</td></tr><tr><td>2017-12-12 06:35</td><td><a href="http://zero.sjeng.org/networks/5bcb392e581915631ab7dd43c08ce7aae9ab51e2ff6c81793e54e69d55b6073f.gz">5bcb392e</a> VS <a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a></td><td>337 : 64 (84.04%)</td><td>401 / 400</td><td>PASS</td></tr><tr><td>2017-12-12 06:34</td><td><a href="http://zero.sjeng.org/networks/be8b358eb7e4655ddd4a3be7a9a3b94f0fee83f35d600aba09fcf45ab1bf7d4a.gz">be8b358e</a> VS <a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a></td><td>119 : 281 (29.75%)</td><td>400 / 400</td><td>fail</td></tr><tr><td>2017-12-12 06:34</td><td><a href="http://zero.sjeng.org/networks/18ddf5522e1138a7fe25de63c9cd9f17995e9ae13ac7dddc362c22a354f367d1.gz">18ddf552</a> VS <a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a></td><td>115 : 353 (24.57%)</td><td>468 / 400</td><td>fail</td></tr><tr><td>2017-12-12 06:34</td><td><a href="http://zero.sjeng.org/networks/424208a5b74d3b37b34d294529fe143856e1ca759a5c2e135fd254e914810f0e.gz">424208a5</a> VS <a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a></td><td>102 : 300 (25.37%)</td><td>402 / 400</td><td>fail</td></tr><tr><td>2017-12-11 19:00</td><td><a href="http://zero.sjeng.org/networks/fe7a6c2885c22dd0ac75c53d6577db2b9720463916e55e2cf2893edf4d924398.gz">fe7a6c28</a> VS <a href="http://zero.sjeng.org/networks/a0d3531fc3b7bb91a701e47870838840861ce5587d212fecfb7dbdc81607113f.gz">a0d3531f</a></td><td>337 : 93 (78.37%)</td><td>430 / 400</td><td>PASS</td></tr><tr><td>2017-12-11 12:10</td><td><a href="http://zero.sjeng.org/networks/a0d3531fc3b7bb91a701e47870838840861ce5587d212fecfb7dbdc81607113f.gz">a0d3531f</a> VS <a href="http://zero.sjeng.org/networks/96bf20e75aeb80fff4a68d9d449f73483c8e08021566c1ed574b3b741372aa60.gz">96bf20e7</a></td><td>273 : 132 (67.41%)</td><td>405 / 400</td><td>PASS</td></tr><tr><td>2017-12-11 06:44</td><td><a href="http://zero.sjeng.org/networks/96bf20e75aeb80fff4a68d9d449f73483c8e08021566c1ed574b3b741372aa60.gz">96bf20e7</a> VS <a href="http://zero.sjeng.org/networks/1607dbea9c6f8f8e6137b2b167464d4003e5b43c1ec4d792959c6113ef863186.gz">1607dbea</a></td><td>349 : 53 (86.82%)</td><td>402 / 400</td><td>PASS</td></tr><tr><td>2017-12-10 18:52</td><td><a href="http://zero.sjeng.org/networks/b1f25e155577bc849e9447fbe24c20c62094bd23c16e23bd46caf9e509bfcc97.gz">b1f25e15</a> VS <a href="http://zero.sjeng.org/networks/1607dbea9c6f8f8e6137b2b167464d4003e5b43c1ec4d792959c6113ef863186.gz">1607dbea</a></td><td>206 : 195 (51.37%)</td><td>401 / 400</td><td> </td></tr><tr><td>2017-12-10 10:44</td><td><a href="http://zero.sjeng.org/networks/163f2cef6dfbf43def2c53b40c6c6e229e98db83276aeab671c9282c7c3b2810.gz">163f2cef</a> VS <a href="http://zero.sjeng.org/networks/1607dbea9c6f8f8e6137b2b167464d4003e5b43c1ec4d792959c6113ef863186.gz">1607dbea</a></td><td>194 : 206 (48.50%)</td><td>400 / 400</td><td>fail</td></tr><tr><td>2017-12-09 19:14</td><td><a href="http://zero.sjeng.org/networks/1607dbea9c6f8f8e6137b2b167464d4003e5b43c1ec4d792959c6113ef863186.gz">1607dbea</a> VS <a href="http://zero.sjeng.org/networks/eebb910dc02d50437b8fe78c43e4f77b3428b092e9477163aa16403238cea918.gz">eebb910d</a></td><td>302 : 98 (75.50%)</td><td>400 / 400</td><td>PASS</td></tr><tr><td>2017-12-09 08:23</td><td><a href="http://zero.sjeng.org/networks/eebb910dc02d50437b8fe78c43e4f77b3428b092e9477163aa16403238cea918.gz">eebb910d</a> VS <a href="http://zero.sjeng.org/networks/2184b7500795533b97a40cc83bdfd51d1f18183c6e76d7cca3053237e0f18c7c.gz">2184b750</a></td><td>238 : 162 (59.50%)</td><td>400 / 400</td><td>PASS</td></tr><tr><td>2017-12-08 15:20</td><td><a href="http://zero.sjeng.org/networks/edf2254aff9ea2cc877fd307310424fa9a734a5202987a5a6a8ecd57bd7570a0.gz">edf2254a</a> VS <a href="http://zero.sjeng.org/networks/2184b7500795533b97a40cc83bdfd51d1f18183c6e76d7cca3053237e0f18c7c.gz">2184b750</a></td><td>195 : 205 (48.75%)</td><td>400 / 400</td><td>fail</td></tr><tr><td>2017-12-07 13:09</td><td><a href="http://zero.sjeng.org/networks/2184b7500795533b97a40cc83bdfd51d1f18183c6e76d7cca3053237e0f18c7c.gz">2184b750</a> VS <a href="http://zero.sjeng.org/networks/ad8a1d025c81264d9dc14f655466f9303db0ea6de241c56bbe3122c71557e686.gz">ad8a1d02</a></td><td>211 : 194 (52.10%)</td><td>405 / 400</td><td> </td></tr><tr><td>2017-12-07 00:27</td><td><a href="http://zero.sjeng.org/networks/ad8a1d025c81264d9dc14f655466f9303db0ea6de241c56bbe3122c71557e686.gz">ad8a1d02</a> VS <a href="http://zero.sjeng.org/networks/6f274ab150b9c79a341cce67c97b9116a6fcf3b1a8c9a613f6f7a6709658750f.gz">6f274ab1</a></td><td>270 : 130 (67.50%)</td><td>400 / 400</td><td>PASS</td></tr><tr><td>2017-12-16 01:06</td><td><a href="http://zero.sjeng.org/networks/6f274ab150b9c79a341cce67c97b9116a6fcf3b1a8c9a613f6f7a6709658750f.gz">6f274ab1</a> VS <a href="http://zero.sjeng.org/networks/223737476718d58a4a5b0f317a1eeeb4b38f0c06af5ab65cb9d76d68d9abadb6.gz">22373747</a></td><td>201 : 50 (80.08%)</td><td>251 / 200</td><td>PASS</td></tr><tr><td>2017-12-17 04:53</td><td><a href="http://zero.sjeng.org/networks/9b4d79bad552e38c752aa2aa90fe3e7946a3eb59c79f9649ca56e7f3454ea406.gz">9b4d79ba</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>30 : 73 (29.13%)</td><td>103 / 150</td><td>fail</td></tr><tr><td>2017-12-17 04:53</td><td><a href="http://zero.sjeng.org/networks/da91b8d6db957ad1c848601f274842a50fa897dca2ebdefc8a8e8a5199af4326.gz">da91b8d6</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>8 : 45 (15.09%)</td><td>53 / 150</td><td>fail</td></tr><tr><td>2017-12-17 04:53</td><td><a href="http://zero.sjeng.org/networks/f56a53a9e672c1ed8972b617bb4fafcc993a868ec1a256df36c6d04e3e879231.gz">f56a53a9</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>82 : 72 (53.25%)</td><td>154 / 150</td><td> </td></tr><tr><td>2017-12-17 04:53</td><td><a href="http://zero.sjeng.org/networks/a071b474388fbbb8f04d1e993d398f50b58970d67f85615b0a7cf95f2affe555.gz">a071b474</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>80 : 79 (50.31%)</td><td>159 / 150</td><td> </td></tr><tr><td>2017-12-17 04:51</td><td><a href="http://zero.sjeng.org/networks/8ac02fbaa34611c0ee256acac414304f89472d161a6c4cbc522cbd10062bcc0f.gz">8ac02fba</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>34 : 76 (30.91%)</td><td>110 / 150</td><td>fail</td></tr><tr><td>2017-12-17 04:49</td><td><a href="http://zero.sjeng.org/networks/558ed117abad1d5cfdf42ddd16db187d97e647f98b275cd16ed68d2f5e5194ee.gz">558ed117</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>76 : 78 (49.35%)</td><td>154 / 150</td><td> </td></tr><tr><td>2017-12-05 00:57</td><td><a href="http://zero.sjeng.org/networks/223737476718d58a4a5b0f317a1eeeb4b38f0c06af5ab65cb9d76d68d9abadb6.gz">22373747</a> VS <a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a></td><td>358 : 44 (89.05%)</td><td>402 / 400</td><td>PASS</td></tr><tr><td>2017-12-16 06:00</td><td><a href="http://zero.sjeng.org/networks/92c658d7325fe38f0c8adbbb1444ed17afd891b9f208003c272547a7bcb87909.gz">92c658d7</a> VS <a href="http://zero.sjeng.org/networks/a1151640f6b2c753a36e61f10851bb028dd6068416fbba343cadaa417c365632.gz">a1151640</a></td><td>82 : 71 (53.59%)</td><td>153 / 150</td><td> </td></tr><tr><td>2017-12-16 06:01</td><td><a href="http://zero.sjeng.org/networks/a1151640f6b2c753a36e61f10851bb028dd6068416fbba343cadaa417c365632.gz">a1151640</a> VS <a href="http://zero.sjeng.org/networks/1ac2638de9d4d3f9eef43f2afb6b1b4c090a7c350fde4d2d77e00e39eba6fde0.gz">1ac2638d</a></td><td>135 : 18 (88.24%)</td><td>153 / 150</td><td>PASS</td></tr><tr><td>2017-12-16 06:04</td><td><a href="http://zero.sjeng.org/networks/1ac2638de9d4d3f9eef43f2afb6b1b4c090a7c350fde4d2d77e00e39eba6fde0.gz">1ac2638d</a> VS <a href="http://zero.sjeng.org/networks/857b975eb796de20c0eb4243c5998715ef1de2465427dc474cf6c860a24378f2.gz">857b975e</a></td><td>85 : 80 (51.52%)</td><td>165 / 150</td><td> </td></tr><tr><td>2017-12-16 06:04</td><td><a href="http://zero.sjeng.org/networks/857b975eb796de20c0eb4243c5998715ef1de2465427dc474cf6c860a24378f2.gz">857b975e</a> VS <a href="http://zero.sjeng.org/networks/4d9a5cfc39babcb3d02e399ab59aee65d02162bc371ab793645deca80363971a.gz">4d9a5cfc</a></td><td>88 : 64 (57.89%)</td><td>152 / 150</td><td> </td></tr><tr><td>2017-12-16 06:05</td><td><a href="http://zero.sjeng.org/networks/4d9a5cfc39babcb3d02e399ab59aee65d02162bc371ab793645deca80363971a.gz">4d9a5cfc</a> VS <a href="http://zero.sjeng.org/networks/fe3f6afd23aab715be6743fd42c378ddfcd9b049ebe305478c335b8a9401ac13.gz">fe3f6afd</a></td><td>138 : 15 (90.20%)</td><td>153 / 150</td><td>PASS</td></tr><tr><td>2017-12-16 06:05</td><td><a href="http://zero.sjeng.org/networks/fe3f6afd23aab715be6743fd42c378ddfcd9b049ebe305478c335b8a9401ac13.gz">fe3f6afd</a> VS <a href="http://zero.sjeng.org/networks/e6779c9becc10a7e147d3cb9c5177a45d3659f95856cd7199d98d0f9ecaf156e.gz">e6779c9b</a></td><td>54 : 82 (39.71%)</td><td>136 / 150</td><td>fail</td></tr><tr><td>2017-12-16 06:06</td><td><a href="http://zero.sjeng.org/networks/e6779c9becc10a7e147d3cb9c5177a45d3659f95856cd7199d98d0f9ecaf156e.gz">e6779c9b</a> VS <a href="http://zero.sjeng.org/networks/d645af975ed5b9d08530d092d484482d9aee014f9498c7afcde8570743f85751.gz">d645af97</a></td><td>108 : 42 (72.00%)</td><td>150 / 150</td><td>PASS</td></tr></tbody></table>