Stats for 000080-zealous More stats coming soon(tm)
Part of v16 (40x256): First 40 block run
Created 2019-01-20 04:39 Last updated 2019-01-26 20:36
Played 24561 self-play games 879 debug games loaded 157 evaluation games played

All stats taken from games where perspective won
Player Wins Wins by resign Wins by result Sum win margin Holdout gamesBad resigns Unluckiness
Sum of soft-n for all moves above move choosen
 Number moves
From both players, but only in games won by Player
 Sum move visits
From both players, but only in games won by Player
all 24561 (100.0%) 23516 (95.7%) 1045 70717.5 00 0.285 4866934 (198.2 per game) (60 visits to top node per move)
black 12089 (49.2%) 11569 (95.7%) 520 35151 00 0.3 2308751 (191.0 per game) (60 visits to top node per move)
white 12472 (50.8%) 11947 (95.8%) 525 35566.5 00 0.271 2558183 (205.1 per game) (61 visits to top node per move)
black luckiest game 0.0 unluck white luckiest game 0.0 unluck black+white luckiest game 0.0 unluck
Self-play openings move percent
Sorry, your browser doesn't support WGo.js (for opening sgf).
Favorite openings by count played:
Model policy for empty board
100 Random gamesDebug (hover headers for definition)
Name Viewer Raw SGFDebug (commented) SGFResults Moves Unluckiness
Sum of soft-n for moves ranked higher than selected move (summed over first thiry moves)
 Sum visits (first 30 moves)
Number of visits per side to top MCTS move (black count|white count)
 Sum visits (all moves) Bleakest eval
Worst eval during the game by (black|white)
Opening
First ten moves of game
1547960673-tpu-player-deployment-d74dbc759-s9d69-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 207 R12;G12;B5;N8;P18;H16;E2;B15;E18;E4
1547960674-tpu-player-deployment-d74dbc759-frmq6-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 396 R12;G12;R17;E12;D17;C15;G17;Q5;C4;E4
1547960673-tpu-player-deployment-d74dbc759-5xf26-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 66 T18;F17;H3;N12;B5;G12;M7;P3;R4;R3
1547960671-tpu-player-deployment-d74dbc759-5v47x-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 294 S15;M7;S5;R3;C11;R16;P16;R15;R14;Q14
1547960674-tpu-player-deployment-d74dbc759-6zhsj-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 126 Q12;G12;G11;F11;L14;R17;F12;E11;F13;D17
1547960677-tpu-player-deployment-d74dbc759-jxx6r-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 173 R11;K16;P2;O6;E2;O3;S5;R4;R3;Q3
1547960671-tpu-player-deployment-d74dbc759-l5m6g-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 147 Q15;A18;P18;M7;E18;N12;K15;D15;C16;C15
1547960674-tpu-player-deployment-d74dbc759-t95mf-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 107 S15;G12;S5;P17;P4;R17;R12;C17;C4;P10
1547960675-tpu-player-deployment-d74dbc759-t845h-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 181 S15;S6;P4;G8;R4;S4;R5;S5;S3;Q17
1547960675-tpu-player-deployment-d74dbc759-w84n9-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 170 S15;G12;S5;P16;C17;R16;P4;C3;P10;E17
1547960672-tpu-player-deployment-d74dbc759-qd9xp-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 189 S15;G12;Q7;M13;G6;H16;P2;C17;P16;C3
1547960672-tpu-player-deployment-d74dbc759-t7gzx-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 194 S15;Q17;Q16;R17;P17;R16;P16;R15;Q3;M17
1547960677-tpu-player-deployment-d74dbc759-jkpb5-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 106 S15;C13;M7;M13;S5;M17;P4;R17;R16;Q16
1547960671-tpu-player-deployment-d74dbc759-jvns7-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 163 S15;M7;P4;G8;S5;D9;P16;D3;P10;C17
1547960677-tpu-player-deployment-d74dbc759-wvzkc-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 57 S15;G12;B5;M7;P4;R4;R3;S3;Q3;R6
1547960672-tpu-player-deployment-d74dbc759-w9zwh-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 309 S15;A17;S5;M13;P16;D13;P4;P10;H4;P18
1547960674-tpu-player-deployment-d74dbc759-8qw5l-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 67 S15;M7;P4;R4;S10;P2;L3;Q15;R17;Q17
1547960673-tpu-player-deployment-d74dbc759-mnlnz-7.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 153 R17;F14;Q3;C17;C4;E4;D3;E3;C6;P17
1547960677-tpu-player-deployment-d74dbc759-829hx-7.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 219 Q15;G12;P18;C6;D15;D17;C17;C16;D16;B17
1547960675-tpu-player-deployment-d74dbc759-twwn2-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 81 S15;G12;S5;B18;P16;G8;P4;R16;R15;Q16
1547960672-tpu-player-deployment-d74dbc759-gwfvd-8.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 192 S15;M7;S5;M13;P16;K9;P10;N17;E18;B15
1547960675-tpu-player-deployment-d74dbc759-76bfs-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 221 S15;G12;P4;P16;Q17;P17;Q16;R4;R3;S3
1547960673-tpu-player-deployment-d74dbc759-wkcjl-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 23 R16;M7;S5;L17;P4;G8;P16;P10;C3;C17
1547960672-tpu-player-deployment-d74dbc759-lxlsp-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 69 R17;G12;S5;D13;P4;N12;P10;D17;C3;R16
1547960672-tpu-player-deployment-d74dbc759-cxzpz-7.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 240 S15;G12;P4;L16;S5;Q17;P16;Q16;Q15;P15
1547960677-tpu-player-deployment-d74dbc759-c4zhp-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 174 S15;Q4;S18;C15;P10;M7;E2;N12;E18;H7
1547960676-tpu-player-deployment-d74dbc759-dzkzd-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 61 S15;B17;P4;G12;R4;H7;P16;P18;C3;R17
1547960674-tpu-player-deployment-d74dbc759-dqz66-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 271 S15;G12;S5;M7;P4;D4;P16;C17;P10;P2
1547960677-tpu-player-deployment-d74dbc759-zcb2x-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 87 S15;P5;C8;C12;C3;C17;R4;Q17;P3;R5
1547960673-tpu-player-deployment-d74dbc759-xbpn9-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 119 Q10;N9;P2;E4;C10;O7;C16;H7;Q5;Q7
1547960677-tpu-player-deployment-d74dbc759-xgdp2-15.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 326 S15;M7;S5;G12;P18;M13;P4;B15;P10;E18
1547960672-tpu-player-deployment-d74dbc759-85nf4-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 123 S15;O4;S5;M13;P16;B5;E16;C16;P4;P3
1547960677-tpu-player-deployment-d74dbc759-cz58l-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 225 Q14;M7;Q17;Q16;R16;R17;R15;P17;Q18;P16
1547960675-tpu-player-deployment-d74dbc759-4kkbm-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 151 S15;G12;S5;P16;B15;R16;P4;E9;E4;C3
1547960676-tpu-player-deployment-d74dbc759-g7bkg-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 238 S15;M7;S5;R16;P4;M13;B5;B4;P16;R15
1547960675-tpu-player-deployment-d74dbc759-ldsx7-7.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 113 Q16;G12;R3;P3;D3;Q5;R5;R6;Q6;R4
1547960673-tpu-player-deployment-d74dbc759-6lvlx-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 198 S15;M7;S5;J17;P16;P18;P4;R17;R16;S17
1547960677-tpu-player-deployment-d74dbc759-8tg67-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 221 S15;Q17;P2;G8;P4;R12;E2;Q15;D5;M7
1547960676-tpu-player-deployment-d74dbc759-sxn8v-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 147 S15;P17;P4;M13;R4;R17;D3;R12;D17;D5
1547960675-tpu-player-deployment-d74dbc759-x5b7j-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 202 R11;D11;S15;M7;S5;J3;P4;P16;Q17;P17
1547960672-tpu-player-deployment-d74dbc759-pdpwm-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 227 Q12;M7;Q17;G12;D17;H7;R3;C3;E4;D5
1547960673-tpu-player-deployment-d74dbc759-tnd5b-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 211 S15;M7;P4;D8;R4;M13;P16;D3;C16;E16
1547960677-tpu-player-deployment-d74dbc759-744hs-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 253 S15;G12;P13;M7;B15;H7;E4;E2;C4;G3
1547960677-tpu-player-deployment-d74dbc759-krxvp-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 204 S15;D8;P4;C5;S5;M13;P16;C17;D3;F3
1547960675-tpu-player-deployment-d74dbc759-2s7jr-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 17 Q14;G9;Q17;G12;R4;C17;C4;B11;E16;G17
1547960671-tpu-player-deployment-d74dbc759-hp2t5-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 125 S15;G12;S5;M13;P16;R12;P4;M7;D3;C17
1547960675-tpu-player-deployment-d74dbc759-w84n9-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 227 S15;M7;P4;G12;S5;M13;P16;B15;P10;C3
1547960673-tpu-player-deployment-d74dbc759-pczmn-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 294 S15;C2;C16;N12;B5;C4;E9;M7;C5;D4
1547960673-tpu-player-deployment-d74dbc759-h8cft-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 86 R12;G12;Q17;Q15;R15;R14;R16;M7;C17;E17
1547960677-tpu-player-deployment-d74dbc759-8hphd-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 52 P13;M7;E18;L3;C16;H7;Q17;Q15;P15;P14
1547960672-tpu-player-deployment-d74dbc759-v9w29-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 110 S15;M7;S5;M13;P4;S6;P16;R5;R4;C16
1547960674-tpu-player-deployment-d74dbc759-z2b6m-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 167 S15;M7;P4;M13;S5;G8;P16;P14;P10;R16
1547960677-tpu-player-deployment-d74dbc759-5m8wc-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 238 S15;M7;P4;R4;R3;S3;Q3;H10;R5;S5
1547960676-tpu-player-deployment-d74dbc759-l99hd-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 294 R16;G12;C17;C15;R4;C3;E16;B17;B18;D17
1547960675-tpu-player-deployment-d74dbc759-nzcxx-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 29 S15;G12;S5;M13;P4;M7;P16;B3;P10;P2
1547960674-tpu-player-deployment-d74dbc759-hhbwq-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 258 R11;G12;R16;M7;Q3;C3;D17;G9;D15;P16
1547960677-tpu-player-deployment-nr-57d89bf7-jjqgx-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+56.5 432 S15;M7;F4;G12;S5;M13;R10;E2;E18;D4
1547960671-tpu-player-deployment-d74dbc759-bw6ct-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 131 S15;M7;S5;Q3;C16;G8;P16;M13;C3;E3
1547960673-tpu-player-deployment-d74dbc759-twwn2-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 267 S15;M7;P4;G12;M13;G8;S5;P16;Q17;P17
1547960673-tpu-player-deployment-d74dbc759-w6mb8-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 34 S15;J12;P4;R4;R3;S3;Q3;R16;D3;R6
1547960676-tpu-player-deployment-d74dbc759-k2slc-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 129 S15;M14;C9;E17;E2;Q15;R17;Q17;Q18;R16
1547960673-tpu-player-deployment-d74dbc759-jtg8s-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 19 S15;M7;P4;Q4;Q3;F10;Q5;M13;P16;R4
1547960676-tpu-player-deployment-d74dbc759-sqfbk-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 230 R16;P7;E2;R4;C17;H13;D5;P16;P17;O17
1547960674-tpu-player-deployment-nr-57d89bf7-5qchh-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+121.5 490 S15;P8;S5;G8;P4;O3;P3;O4;O5;P5
1547960671-tpu-player-deployment-d74dbc759-8vvln-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 325 N12;M7;E18;H7;P18;D15;C16;C15;Q15;B16
1547960674-tpu-player-deployment-d74dbc759-hssxw-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 198 Q14;M7;B5;G12;B15;O3;E4;H7;E16;R17
1547960677-tpu-player-deployment-d74dbc759-tqdq4-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 85 R17;F4;R3;P3;H16;Q5;R5;R6;Q4;S5
1547960672-tpu-player-deployment-d74dbc759-ftnp2-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 426 P11;G8;O17;Q17;R16;Q16;R15;R17;Q15;O16
1547960671-tpu-player-deployment-d74dbc759-qhp52-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 179 R14;R16;F16;H7;P2;C17;C16;D16;C15;D15
1547960671-tpu-player-deployment-d74dbc759-gn9ld-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 69 R12;P3;R3;R4;S4;Q4;R5;S5;S6;S3
1547960676-tpu-player-deployment-d74dbc759-wdd5l-8.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 169 S15;G12;S5;G8;P4;M16;P16;M13;P10;M7
1547960676-tpu-player-deployment-d74dbc759-h4s67-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 195 R11;F5;S5;N8;S15;C3;B5;G8;P16;Q3
1547960675-tpu-player-deployment-d74dbc759-kntgd-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 101 S15;B16;O17;H7;Q9;N12;E3;C3;C4;D4
1547960677-tpu-player-deployment-d74dbc759-lkz6l-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 243 Q15;Q16;B13;R15;R16;R17;E15;Q4;E18;Q14
1547960676-tpu-player-deployment-d74dbc759-rtq7m-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 291 S15;G12;S5;G8;C10;M7;P4;M13;P16;P18
1547960673-tpu-player-deployment-d74dbc759-qv5tr-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 91 P13;G12;P2;M13;D5;M7;E2;K5;Q5;S5
1547960671-tpu-player-deployment-d74dbc759-c2g7t-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 145 S15;R3;E16;H7;P18;N12;S5;G12;P2;Q4
1547960675-tpu-player-deployment-d74dbc759-pb85c-8.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 246 P12;H7;S15;M7;S5;E18;P16;G12;P4;C14
1547960672-tpu-player-deployment-d74dbc759-tqtrq-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 386 R15;R17;E2;N8;Q17;R16;Q16;S15;Q5;R14
1547960673-tpu-player-deployment-d74dbc759-nx4qh-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 171 S15;M7;P4;R15;R16;Q16;R17;Q15;Q17;S14
1547960671-tpu-player-deployment-d74dbc759-5kgw7-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 121 S15;G12;Q11;Q16;R17;Q17;R18;R3;C17;C3
1547960671-tpu-player-deployment-d74dbc759-gjkwp-15.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 172 S15;G12;S5;C17;P16;M7;P4;P10;D3;C5
1547960674-tpu-player-deployment-nr-57d89bf7-bqh6d-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+104.5 485 R17;G12;R4;N12;C17;C3;E4;C5;D3;C2
1547960671-tpu-player-deployment-d74dbc759-tzv6f-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 287 S15;M7;E2;D3;P4;R3;R4;S4;R5;S5
1547960675-tpu-player-deployment-d74dbc759-k267d-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 9 Q14;M7;Q17;L6;R3;O9;C17;E2;C4
1547960671-tpu-player-deployment-d74dbc759-w84n9-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 105 S15;E17;P4;H7;S5;G12;P16;O15;O16;C3
1547960676-tpu-player-deployment-d74dbc759-56jrz-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 229 S15;N7;Q12;J17;S5;D16;P4;Q17;P16;Q16
1547960677-tpu-player-deployment-d74dbc759-r8cxm-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 192 Q14;M7;Q17;Q16;R16;R17;P16;Q15;R15;P15
1547960673-tpu-player-deployment-d74dbc759-dqz66-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 229 R16;P17;Q17;P16;R14;O15;D17;C15;C13;E15
1547960674-tpu-player-deployment-d74dbc759-86zwk-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 189 Q13;S15;F17;N12;S5;M7;P18;E18;D15;C17
1547960674-tpu-player-deployment-d74dbc759-s4j9d-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 117 R15;M7;S5;M13;P16;R3;Q4;Q3;P4;P3
1547960676-tpu-player-deployment-nr-57d89bf7-thpd9-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+13.5 574 S15;J3;P4;R4;R3;Q3;Q4;R2;S3;S4
1547960677-tpu-player-deployment-d74dbc759-fqndt-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 210 S15;H9;S5;M7;P16;N4;P4;R4;R5;Q4
1547960675-tpu-player-deployment-d74dbc759-jl4k8-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 72 S15;M7;S5;Q4;R3;Q3;R2;Q17;D3;C17
1547960673-tpu-player-deployment-d74dbc759-dz57z-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 102 P12;M7;P2;M13;E2;B15;D5;R4;K5;P4
1547960675-tpu-player-deployment-d74dbc759-mnlnz-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 153 S15;M7;P4;G12;S5;R15;R16;Q16;R17;Q17
1547960671-tpu-player-deployment-d74dbc759-2q4vt-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 200 R14;R16;R17;Q16;Q17;S17;P16;P17;P18;O17
1547960671-tpu-player-deployment-d74dbc759-5kgw7-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 121 S15;G12;Q11;Q16;R17;Q17;R18;R3;C17;C3
1547960677-tpu-player-deployment-d74dbc759-zcb2x-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 87 S15;P5;C8;C12;C3;C17;R4;Q17;P3;R5
1547960677-tpu-player-deployment-nr-57d89bf7-jjqgx-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+56.5 432 S15;M7;F4;G12;S5;M13;R10;E2;E18;D4