For ratings using all games in this season regardless of upgrades and also previous season(s) if same version see previous post
Output from BayesElo program
| Rank | Player name | Points | EPoints | StdDev | ERank | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Stockfish 181224 | 2.0 | 26.45 | 5.79 | 2.65 | 40 | 22 | 11 | 8 | 7 | 6 | 4 |
| 2 | Komodo 2227.00 | 2.0 | 25.96 | 5.88 | 2.81 | 37 | 22 | 11 | 9 | 8 | 6 | 5 |
| 3 | Houdini 6.03 | 2.0 | 24.29 | 3.03 | 2.97 | 12 | 28 | 30 | 17 | 9 | 3 | 1 |
| 4 | LCZero v19-TP-11248/v19.1-RC2-11248/v19.1-11248/v20rc2-32194 | 1.5 | 21.79 | 3.33 | 4.15 | 4 | 11 | 20 | 24 | 21 | 13 | 6 |
| 5 | Fire 7.1 | 2.0 | 21.18 | 3.22 | 4.43 | 3 | 8 | 16 | 23 | 25 | 16 | 7 |
| 6 | KomodoMCTS 2180.00/2210.00/2217.00/2221.00/2227.00 | 1.0 | 16.94 | 3.05 | 6.32 | 0 | 1 | 2 | 6 | 13 | 30 | 33 |
| 7 | Andscacs 095 | 1.5 | 16.48 | 5.31 | 6.13 | 2 | 4 | 6 | 7 | 10 | 16 | 25 |
| 8 | Ethereal 11.14 | 1.0 | 14.91 | 5.75 | 6.54 | 2 | 4 | 4 | 6 | 7 | 11 | 20 |
Situation before game, simulation about most common position
100k simulations, sorted by who has most 1., then who has most >=2., then most >=3., etc.. Columns 1.-8. are how often it ended in simulation at that position.
| Pos | Name | 1. | 2. | 1-2. | 3. | 4. | 5. | 6. | 7-8. | 7. | 8. | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | Stockfish 181224 | 40.214% | 21.406% | 61.620% | 10.860% | 8.150% | 7.126% | 5.510% | 6.734% | 4.146% | 2.588% | |||||
| 2. | Komodo 2227.00 | 36.446% | 21.591% | 58.037% | 11.381% | 8.711% | 7.693% | 6.273% | 7.905% | 4.804% | 3.101% | |||||
| 3. | Houdini 6.03 | 11.636% | 27.875% | 39.511% | 29.177% | 17.747% | 9.068% | 3.431% | 1.066% | 0.945% | 0.121% | |||||
| 4. | LCZero v20rc2-32194 | 3.977% | 11.490% | 15.467% | 19.628% | 24.099% | 20.840% | 12.797% | 7.169% | 5.560% | 1.609% | |||||
| 5. | Fire 7.1 | 2.757% | 8.708% | 11.465% | 16.527% | 22.858% | 24.551% | 15.905% | 8.694% | 6.990% | 1.704% | |||||
| 6. | Andscacs 095 | 2.594% | 4.624% | 7.218% | 5.841% | 7.548% | 10.201% | 15.615% | 53.577% | 24.016% | 29.561% | |||||
| 7. | Ethereal 11.14 | 2.301% | 3.787% | 6.088% | 4.630% | 5.568% | 7.751% | 11.895% | 64.068% | 19.988% | 44.080% | |||||
| 8. | KomodoMCTS 2227.00 | 0.075% | 0.519% | 0.594% | 1.956% | 5.319% | 12.770% | 28.574% | 50.787% | 33.551% | 17.236% |
Speculate LCZero v20rc2-32194 – Ethereal 11.14 1-0
| Pos | Name | 1. | 2. | 1-2. | 3. | 4. | 5. | 6. | 7-8. | 7. | 8. | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | Stockfish 181224 | 40.530% | 21.430% | 61.960% | 10.956% | 8.357% | 7.445% | 5.499% | 5.783% | 3.805% | 1.978% | |||||
| 2. | Komodo 2227.00 | 36.970% | 21.585% | 58.555% | 11.460% | 8.982% | 7.843% | 6.120% | 7.040% | 4.593% | 2.447% | |||||
| 3. | Houdini 6.03 | 12.027% | 28.158% | 40.185% | 29.528% | 17.917% | 8.691% | 2.916% | 0.763% | 0.669% | 0.094% | |||||
| 4. | LCZero v20rc2-32194 | 4.672% | 13.473% | 18.145% | 22.025% | 25.252% | 19.855% | 10.351% | 4.372% | 3.692% | 0.680% | |||||
| 5. | Fire 7.1 | 2.680% | 8.946% | 11.626% | 16.161% | 23.497% | 26.141% | 15.339% | 7.236% | 6.070% | 1.166% | |||||
| 6. | Andscacs 095 | 2.205% | 4.037% | 6.242% | 5.438% | 7.009% | 10.125% | 16.452% | 54.734% | 27.293% | 27.441% | |||||
| 7. | Ethereal 11.14 | 0.841% | 1.818% | 2.659% | 2.460% | 3.567% | 5.879% | 10.350% | 75.085% | 21.286% | 53.799% | |||||
| 8. | KomodoMCTS 2227.00 | 0.075% | 0.553% | 0.628% | 1.972% | 5.419% | 14.021% | 32.973% | 44.987% | 32.592% | 12.395% |
Speculate LCZero v20rc2-32194 – Ethereal 11.14 1/2-1/2
| Pos | Name | 1. | 2. | 1-2. | 3. | 4. | 5. | 6. | 7-8. | 7. | 8. | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | Stockfish 181224 | 40.020% | 21.145% | 61.165% | 10.697% | 7.937% | 6.684% | 5.661% | 7.856% | 4.500% | 3.356% | |||||
| 2. | Komodo 2227.00 | 35.767% | 21.428% | 57.195% | 11.146% | 8.532% | 7.542% | 6.265% | 9.320% | 5.243% | 4.077% | |||||
| 3. | Houdini 6.03 | 11.755% | 27.230% | 38.985% | 28.734% | 17.561% | 9.394% | 3.981% | 1.345% | 1.160% | 0.185% | |||||
| 4. | LCZero v20rc2-32194 | 3.264% | 10.171% | 13.435% | 17.878% | 23.038% | 21.361% | 14.973% | 9.315% | 7.102% | 2.213% | |||||
| 5. | Andscacs 095 | 3.232% | 5.405% | 8.637% | 6.755% | 8.158% | 10.153% | 14.460% | 51.837% | 20.258% | 31.579% | |||||
| 6. | Ethereal 11.14 | 3.032% | 5.205% | 8.237% | 6.255% | 7.549% | 9.898% | 14.067% | 53.994% | 20.384% | 33.610% | |||||
| 7. | Fire 7.1 | 2.841% | 8.885% | 11.726% | 16.601% | 22.171% | 23.234% | 15.915% | 10.353% | 7.924% | 2.429% | |||||
| 8. | KomodoMCTS 2227.00 | 0.089% | 0.531% | 0.620% | 1.934% | 5.054% | 11.734% | 24.678% | 55.980% | 33.429% | 22.551% |
Speculate LCZero v20rc2-32194 – Ethereal 11.14 0-1
| Pos | Name | 1. | 2. | 1-2. | 3. | 4. | 5. | 6. | 7-8. | 7. | 8. | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | Stockfish 181224 | 38.081% | 21.214% | 59.295% | 11.087% | 8.079% | 6.779% | 5.778% | 8.982% | 4.852% | 4.130% | |||||
| 2. | Komodo 2227.00 | 34.830% | 20.870% | 55.700% | 11.522% | 8.502% | 7.371% | 6.307% | 10.598% | 5.532% | 5.066% | |||||
| 3. | Houdini 6.03 | 11.116% | 25.823% | 36.939% | 28.449% | 18.309% | 9.949% | 4.528% | 1.826% | 1.520% | 0.306% | |||||
| 4. | Ethereal 11.14 | 7.406% | 9.923% | 17.329% | 10.000% | 10.133% | 10.911% | 13.249% | 38.378% | 15.955% | 22.423% | |||||
| 5. | Andscacs 095 | 3.858% | 6.288% | 10.146% | 7.582% | 8.922% | 10.208% | 13.537% | 49.605% | 18.259% | 31.346% | |||||
| 6. | Fire 7.1 | 2.630% | 8.507% | 11.137% | 15.840% | 21.539% | 22.105% | 16.822% | 12.557% | 9.400% | 3.157% | |||||
| 7. | LCZero v20rc2-32194 | 2.003% | 6.874% | 8.877% | 13.763% | 19.912% | 22.485% | 19.036% | 15.927% | 11.409% | 4.518% | |||||
| 8. | KomodoMCTS 2227.00 | 0.076% | 0.501% | 0.577% | 1.757% | 4.604% | 10.192% | 20.743% | 62.127% | 33.073% | 29.054% |
Expected start time based on estimate of 2.95h/game
Note that previous game can end 1-2h faster than predicted and later in the list even more uncertain.
| UTC | No | White | Black |
|---|---|---|---|
| 2018-12-27 20:17 | 15 | Stockfish 181224 | Fire 7.1 |
| 2018-12-27 23:14 | 16 | Komodo 2227.00 | Houdini 6.03 |
| 2018-12-28 02:10 | 17 | Houdini 6.03 | KomodoMCTS 2227.00 |
| 2018-12-28 05:07 | 18 | Fire 7.1 | Komodo 2227.00 |
| 2018-12-28 08:04 | 19 | Ethereal 11.14 | Stockfish 181224 |
| 2018-12-28 11:01 | 20 | Andscacs 095 | LCZero v20rc2-32194 |
| 2018-12-28 13:57 | 21 | KomodoMCTS 2227.00 | LCZero v20rc2-32194 |
| 2018-12-28 16:54 | 22 | Stockfish 181224 | Andscacs 095 |
| 2018-12-28 19:51 | 23 | Komodo 2227.00 | Ethereal 11.14 |
| 2018-12-28 22:47 | 24 | Houdini 6.03 | Fire 7.1 |
| 2018-12-29 01:44 | 25 | Fire 7.1 | KomodoMCTS 2227.00 |
| 2018-12-29 04:41 | 26 | Ethereal 11.14 | Houdini 6.03 |
| 2018-12-29 07:38 | 27 | Andscacs 095 | Komodo 2227.00 |
| 2018-12-29 10:34 | 28 | LCZero v20rc2-32194 | Stockfish 181224 |
| 2018-12-29 13:31 | 29 | KomodoMCTS 2227.00 | Stockfish 181224 |
| 2018-12-29 16:28 | 30 | LCZero v20rc2-32194 | Komodo 2227.00 |
| 2018-12-29 19:24 | 31 | Andscacs 095 | Houdini 6.03 |
| 2018-12-29 22:21 | 32 | Ethereal 11.14 | Fire 7.1 |
| 2018-12-30 01:18 | 33 | Ethereal 11.14 | KomodoMCTS 2227.00 |
| 2018-12-30 04:14 | 34 | Fire 7.1 | Andscacs 095 |
| 2018-12-30 07:11 | 35 | Houdini 6.03 | LCZero v20rc2-32194 |
| 2018-12-30 10:08 | 36 | Komodo 2227.00 | Stockfish 181224 |
| 2018-12-30 13:05 | 37 | KomodoMCTS 2227.00 | Komodo 2227.00 |
| 2018-12-30 16:01 | 38 | Stockfish 181224 | Houdini 6.03 |
| 2018-12-30 18:58 | 39 | LCZero v20rc2-32194 | Fire 7.1 |
| 2018-12-30 21:55 | 40 | Andscacs 095 | Ethereal 11.14 |
| 2018-12-31 00:51 | 41 | Andscacs 095 | KomodoMCTS 2227.00 |
| 2018-12-31 03:48 | 42 | Ethereal 11.14 | LCZero v20rc2-32194 |
| 2018-12-31 06:45 | 43 | Fire 7.1 | Stockfish 181224 |
| 2018-12-31 09:42 | 44 | Houdini 6.03 | Komodo 2227.00 |
| 2018-12-31 12:38 | 45 | KomodoMCTS 2227.00 | Houdini 6.03 |
| 2018-12-31 15:35 | 46 | Komodo 2227.00 | Fire 7.1 |
| 2018-12-31 18:32 | 47 | Stockfish 181224 | Ethereal 11.14 |
| 2018-12-31 21:28 | 48 | LCZero v20rc2-32194 | Andscacs 095 |
| 2019-01-01 00:25 | 49 | LCZero v20rc2-32194 | KomodoMCTS 2227.00 |
| 2019-01-01 03:22 | 50 | Andscacs 095 | Stockfish 181224 |
| 2019-01-01 06:19 | 51 | Ethereal 11.14 | Komodo 2227.00 |
| 2019-01-01 09:15 | 52 | Fire 7.1 | Houdini 6.03 |
| 2019-01-01 12:12 | 53 | KomodoMCTS 2227.00 | Fire 7.1 |
| 2019-01-01 15:09 | 54 | Houdini 6.03 | Ethereal 11.14 |
| 2019-01-01 18:05 | 55 | Komodo 2227.00 | Andscacs 095 |
| 2019-01-01 21:02 | 56 | Stockfish 181224 | LCZero v20rc2-32194 |
| 2019-01-01 23:59 | 57 | Stockfish 181224 | KomodoMCTS 2227.00 |
| 2019-01-02 02:56 | 58 | Komodo 2227.00 | LCZero v20rc2-32194 |
| 2019-01-02 05:52 | 59 | Houdini 6.03 | Andscacs 095 |
| 2019-01-02 08:49 | 60 | Fire 7.1 | Ethereal 11.14 |
| 2019-01-02 11:46 | 61 | KomodoMCTS 2227.00 | Ethereal 11.14 |
| 2019-01-02 14:42 | 62 | Andscacs 095 | Fire 7.1 |
| 2019-01-02 17:39 | 63 | LCZero v20rc2-32194 | Houdini 6.03 |
| 2019-01-02 20:36 | 64 | Stockfish 181224 | Komodo 2227.00 |
| 2019-01-02 23:33 | 65 | Komodo 2227.00 | KomodoMCTS 2227.00 |
| 2019-01-03 02:29 | 66 | Houdini 6.03 | Stockfish 181224 |
| 2019-01-03 05:26 | 67 | Fire 7.1 | LCZero v20rc2-32194 |
| 2019-01-03 08:23 | 68 | Ethereal 11.14 | Andscacs 095 |
| 2019-01-03 11:19 | 69 | KomodoMCTS 2227.00 | Andscacs 095 |
| 2019-01-03 14:16 | 70 | LCZero v20rc2-32194 | Ethereal 11.14 |
| 2019-01-03 17:13 | 71 | Stockfish 181224 | Fire 7.1 |
| 2019-01-03 20:10 | 72 | Komodo 2227.00 | Houdini 6.03 |
| 2019-01-03 23:06 | 73 | Houdini 6.03 | KomodoMCTS 2227.00 |
| 2019-01-04 02:03 | 74 | Fire 7.1 | Komodo 2227.00 |
| 2019-01-04 05:00 | 75 | Ethereal 11.14 | Stockfish 181224 |
| 2019-01-04 07:56 | 76 | Andscacs 095 | LCZero v20rc2-32194 |
| 2019-01-04 10:53 | 77 | KomodoMCTS 2227.00 | LCZero v20rc2-32194 |
| 2019-01-04 13:50 | 78 | Stockfish 181224 | Andscacs 095 |
| 2019-01-04 16:47 | 79 | Komodo 2227.00 | Ethereal 11.14 |
| 2019-01-04 19:43 | 80 | Houdini 6.03 | Fire 7.1 |
| 2019-01-04 22:40 | 81 | Fire 7.1 | KomodoMCTS 2227.00 |
| 2019-01-05 01:37 | 82 | Ethereal 11.14 | Houdini 6.03 |
| 2019-01-05 04:33 | 83 | Andscacs 095 | Komodo 2227.00 |
| 2019-01-05 07:30 | 84 | LCZero v20rc2-32194 | Stockfish 181224 |
| 2019-01-05 10:27 | 85 | KomodoMCTS 2227.00 | Stockfish 181224 |
| 2019-01-05 13:24 | 86 | LCZero v20rc2-32194 | Komodo 2227.00 |
| 2019-01-05 16:20 | 87 | Andscacs 095 | Houdini 6.03 |
| 2019-01-05 19:17 | 88 | Ethereal 11.14 | Fire 7.1 |
| 2019-01-05 22:14 | 89 | Ethereal 11.14 | KomodoMCTS 2227.00 |
| 2019-01-06 01:10 | 90 | Fire 7.1 | Andscacs 095 |
| 2019-01-06 04:07 | 91 | Houdini 6.03 | LCZero v20rc2-32194 |
| 2019-01-06 07:04 | 92 | Komodo 2227.00 | Stockfish 181224 |
| 2019-01-06 10:01 | 93 | KomodoMCTS 2227.00 | Komodo 2227.00 |
| 2019-01-06 12:57 | 94 | Stockfish 181224 | Houdini 6.03 |
| 2019-01-06 15:54 | 95 | LCZero v20rc2-32194 | Fire 7.1 |
| 2019-01-06 18:51 | 96 | Andscacs 095 | Ethereal 11.14 |
| 2019-01-06 21:47 | 97 | Andscacs 095 | KomodoMCTS 2227.00 |
| 2019-01-07 00:44 | 98 | Ethereal 11.14 | LCZero v20rc2-32194 |
| 2019-01-07 03:41 | 99 | Fire 7.1 | Stockfish 181224 |
| 2019-01-07 06:38 | 100 | Houdini 6.03 | Komodo 2227.00 |
| 2019-01-07 09:34 | 101 | KomodoMCTS 2227.00 | Houdini 6.03 |
| 2019-01-07 12:31 | 102 | Komodo 2227.00 | Fire 7.1 |
| 2019-01-07 15:28 | 103 | Stockfish 181224 | Ethereal 11.14 |
| 2019-01-07 18:24 | 104 | LCZero v20rc2-32194 | Andscacs 095 |
| 2019-01-07 21:21 | 105 | LCZero v20rc2-32194 | KomodoMCTS 2227.00 |
| 2019-01-08 00:18 | 106 | Andscacs 095 | Stockfish 181224 |
| 2019-01-08 03:15 | 107 | Ethereal 11.14 | Komodo 2227.00 |
| 2019-01-08 06:11 | 108 | Fire 7.1 | Houdini 6.03 |
| 2019-01-08 09:08 | 109 | KomodoMCTS 2227.00 | Fire 7.1 |
| 2019-01-08 12:05 | 110 | Houdini 6.03 | Ethereal 11.14 |
| 2019-01-08 15:01 | 111 | Komodo 2227.00 | Andscacs 095 |
| 2019-01-08 17:58 | 112 | Stockfish 181224 | LCZero v20rc2-32194 |
| 2019-01-08 20:55 | 113 | Stockfish 181224 | KomodoMCTS 2227.00 |
| 2019-01-08 23:52 | 114 | Komodo 2227.00 | LCZero v20rc2-32194 |
| 2019-01-09 02:48 | 115 | Houdini 6.03 | Andscacs 095 |
| 2019-01-09 05:45 | 116 | Fire 7.1 | Ethereal 11.14 |
| 2019-01-09 08:42 | 117 | KomodoMCTS 2227.00 | Ethereal 11.14 |
| 2019-01-09 11:38 | 118 | Andscacs 095 | Fire 7.1 |
| 2019-01-09 14:35 | 119 | LCZero v20rc2-32194 | Houdini 6.03 |
| 2019-01-09 17:32 | 120 | Stockfish 181224 | Komodo 2227.00 |
| 2019-01-09 20:29 | 121 | Komodo 2227.00 | KomodoMCTS 2227.00 |
| 2019-01-09 23:25 | 122 | Houdini 6.03 | Stockfish 181224 |
| 2019-01-10 02:22 | 123 | Fire 7.1 | LCZero v20rc2-32194 |
| 2019-01-10 05:19 | 124 | Ethereal 11.14 | Andscacs 095 |
| 2019-01-10 08:15 | 125 | KomodoMCTS 2227.00 | Andscacs 095 |
| 2019-01-10 11:12 | 126 | LCZero v20rc2-32194 | Ethereal 11.14 |
| 2019-01-10 14:09 | 127 | Stockfish 181224 | Fire 7.1 |
| 2019-01-10 17:06 | 128 | Komodo 2227.00 | Houdini 6.03 |
| 2019-01-10 20:02 | 129 | Houdini 6.03 | KomodoMCTS 2227.00 |
| 2019-01-10 22:59 | 130 | Fire 7.1 | Komodo 2227.00 |
| 2019-01-11 01:56 | 131 | Ethereal 11.14 | Stockfish 181224 |
| 2019-01-11 04:52 | 132 | Andscacs 095 | LCZero v20rc2-32194 |
| 2019-01-11 07:49 | 133 | KomodoMCTS 2227.00 | LCZero v20rc2-32194 |
| 2019-01-11 10:46 | 134 | Stockfish 181224 | Andscacs 095 |
| 2019-01-11 13:43 | 135 | Komodo 2227.00 | Ethereal 11.14 |
| 2019-01-11 16:39 | 136 | Houdini 6.03 | Fire 7.1 |
| 2019-01-11 19:36 | 137 | Fire 7.1 | KomodoMCTS 2227.00 |
| 2019-01-11 22:33 | 138 | Ethereal 11.14 | Houdini 6.03 |
| 2019-01-12 01:29 | 139 | Andscacs 095 | Komodo 2227.00 |
| 2019-01-12 04:26 | 140 | LCZero v20rc2-32194 | Stockfish 181224 |
| 2019-01-12 07:23 | 141 | KomodoMCTS 2227.00 | Stockfish 181224 |
| 2019-01-12 10:20 | 142 | LCZero v20rc2-32194 | Komodo 2227.00 |
| 2019-01-12 13:16 | 143 | Andscacs 095 | Houdini 6.03 |
| 2019-01-12 16:13 | 144 | Ethereal 11.14 | Fire 7.1 |
| 2019-01-12 19:10 | 145 | Ethereal 11.14 | KomodoMCTS 2227.00 |
| 2019-01-12 22:06 | 146 | Fire 7.1 | Andscacs 095 |
| 2019-01-13 01:03 | 147 | Houdini 6.03 | LCZero v20rc2-32194 |
| 2019-01-13 04:00 | 148 | Komodo 2227.00 | Stockfish 181224 |
| 2019-01-13 06:56 | 149 | KomodoMCTS 2227.00 | Komodo 2227.00 |
| 2019-01-13 09:53 | 150 | Stockfish 181224 | Houdini 6.03 |
| 2019-01-13 12:50 | 151 | LCZero v20rc2-32194 | Fire 7.1 |
| 2019-01-13 15:47 | 152 | Andscacs 095 | Ethereal 11.14 |
| 2019-01-13 18:43 | 153 | Andscacs 095 | KomodoMCTS 2227.00 |
| 2019-01-13 21:40 | 154 | Ethereal 11.14 | LCZero v20rc2-32194 |
| 2019-01-14 00:37 | 155 | Fire 7.1 | Stockfish 181224 |
| 2019-01-14 03:33 | 156 | Houdini 6.03 | Komodo 2227.00 |
| 2019-01-14 06:30 | 157 | KomodoMCTS 2227.00 | Houdini 6.03 |
| 2019-01-14 09:27 | 158 | Komodo 2227.00 | Fire 7.1 |
| 2019-01-14 12:24 | 159 | Stockfish 181224 | Ethereal 11.14 |
| 2019-01-14 15:20 | 160 | LCZero v20rc2-32194 | Andscacs 095 |
| 2019-01-14 18:17 | 161 | LCZero v20rc2-32194 | KomodoMCTS 2227.00 |
| 2019-01-14 21:14 | 162 | Andscacs 095 | Stockfish 181224 |
| 2019-01-15 00:10 | 163 | Ethereal 11.14 | Komodo 2227.00 |
| 2019-01-15 03:07 | 164 | Fire 7.1 | Houdini 6.03 |
| 2019-01-15 06:04 | 165 | KomodoMCTS 2227.00 | Fire 7.1 |
| 2019-01-15 09:01 | 166 | Houdini 6.03 | Ethereal 11.14 |
| 2019-01-15 11:57 | 167 | Komodo 2227.00 | Andscacs 095 |
| 2019-01-15 14:54 | 168 | Stockfish 181224 | LCZero v20rc2-32194 |