Stats for 000985-malabar More stats coming soon(tm)
Part of v12 (20x256): Experiment: BatchSize=2
Created 2018-10-17 04:07 Last updated 2018-10-17 12:38
Played 25274 self-play games 1211 debug games loaded 248 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 25274 (100.0%) 22565 (89.3%) 2709 286263.5 00 0.363 6761810 (267.5 per game) (52 visits to top node per move)
black 10188 (40.3%) 8935 (87.7%) 1253 118399.5 00 0.363 3036893 (298.1 per game) (51 visits to top node per move)
white 15086 (59.7%) 13630 (90.3%) 1456 167864 00 0.363 3724917 (246.9 per game) (53 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
1539775946-tpu-player-deployment-585cf74467-snr9v-30.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 70 R16;D16;Q3;D3;O17;F17;C5;C4;D5;F3
1539775945-tpu-player-deployment-c99c9695d-sgjp5-23.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 263 R16;Q4;R3;Q3;R4;R5;A13;S5;Q2;P2
1539775951-tpu-player-deployment-585cf74467-h8w5t-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 186 R16;D16;E8;P11;D3;Q3;C17;D17;C16;C15
1539775947-tpu-player-deployment-595b7b6d74-txczq-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 248 R16;Q4;R3;R4;Q3;O3;P3;P4;O2;D3
1539775946-tpu-player-deployment-595b7b6d74-swgqz-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 478 Q11;Q16;Q3;R5;C4;J9;D17;F12;A13;P13
1539775952-tpu-player-deployment-84b56fc9bb-nhcmg-31.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 320 R16;D16;O17;Q4;C4;E4;E3;F3;D3;F4
1539775947-tpu-player-deployment-84c664fbdf-xqsx5-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 62 R16;Q4;R3;R4;O9;Q3;D17;C4;C14;P16
1539775952-tpu-player-deployment-595b7b6d74-ndlxw-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+11.5 722 R16;Q4;D3;D17;C15;C5;E16;F17;F16;G17
1539775947-tpu-player-deployment-84b56fc9bb-nzdx4-24.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 200 R16;D16;Q3;D3;O17;C9;Q5;S8;C17;C16
1539775947-tpu-player-deployment-84c664fbdf-r4zqx-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 448 R16;D16;Q3;D4;O17;R5;O4;R8;C17;C16
1539775952-tpu-player-deployment-c99c9695d-gf2b4-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 387 R16;Q4;C16;D4;E16;P17;Q14;R6;C6;C8
1539775946-tpu-player-deployment-84b56fc9bb-8x4nk-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+35.5 463 R16;S11;Q4;B11;M3;Q3;R3;O16;D17;P3
1539775946-tpu-player-deployment-84b56fc9bb-l9wk4-25.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+0.5 471 R16;G11;Q13;B9;H10;D17;C4;R4;C9;C10
1539775953-tpu-player-deployment-84b56fc9bb-ql4pw-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 400 R16;D4;C3;C4;D3;F3;E3;E4;F2;G15
1539775949-tpu-player-deployment-84c664fbdf-xqsx5-15.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 239 R16;D16;Q3;C4;E4;D3;O17;R5;Q8;R10
1539775948-tpu-player-deployment-84b56fc9bb-tcl8w-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+30.5 499 R16;D16;Q3;D4;O17;J7;B2;C3;C17;F1
1539775946-tpu-player-deployment-595b7b6d74-2ck7j-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 446 R16;D16;C17;D17;C16;C14;C15;D15;B14;C4
1539775951-tpu-player-deployment-8b75494c-7qf77-23.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 156 R16;D16;Q3;C4;E4;E3;F3;D3;F4;P16
1539775947-tpu-player-deployment-84b56fc9bb-g6dc2-20.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 207 R14;H10;Q17;R4;D3;C16;G9;O3;E17;D17
1539775952-tpu-player-deployment-c99c9695d-mpgmr-22.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 265 R15;D4;R4;D16;P18;P4;P3;Q16;O4;R16
1539775950-tpu-player-deployment-84c664fbdf-n2g5n-8.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 207 M10;Q4;C16;Q16;C4;E16;E17;F17;D17;F16
1539775945-tpu-player-deployment-8b75494c-gcgxt-30.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 148 R16;Q4;R3;C17;Q3;P4;C4;R4;H16;P3
1539775951-tpu-player-deployment-c99c9695d-lpcwk-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 66 R16;D16;C17;Q4;C16;D15;C15;D14;D4;D17
1539775948-tpu-player-deployment-585cf74467-p6lzp-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 452 R16;D16;C17;D3;C16;D15;C15;D14;L2;D17
1539775947-tpu-player-deployment-585cf74467-rnzwd-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 184 R16;Q4;D17;C4;R3;Q3;R4;R5;S5;S6
1539775953-tpu-player-deployment-84b56fc9bb-99b8n-29.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 161 R16;D4;Q3;D17;O17;O2;C3;D3;C4;C6
1539775945-tpu-player-deployment-84c664fbdf-x9dsc-27.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 282 R16;Q4;C16;A16;D3;D5;C4;P17;Q17;P16
1539775945-tpu-player-deployment-585cf74467-6k59k-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 238 R16;D17;Q3;D3;D15;C15;C14;C16;D14;F17
1539775948-tpu-player-deployment-c99c9695d-46xl5-2.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 192 Q11;Q16;R4;D4;D17;P4;P3;O3;Q3;O4
1539775947-tpu-player-deployment-84b56fc9bb-bs44v-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 228 R16;D16;F14;Q4;D3;C5;R3;E4;E3;F4
1539775953-tpu-player-deployment-585cf74467-8g7l6-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+312.5 722 R16;Q4;R3;R4;D16;Q3;C4;E4;D6;K10
1539775950-tpu-player-deployment-c99c9695d-vrwhx-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 429 R16;T18;Q17;Q4;T5;J18;D12;T8;D17;C4
1539775948-tpu-player-deployment-c99c9695d-lpcwk-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 18 R16;Q4;R3;Q3;R4;H15;B4;D13;A2;Q5
1539775953-tpu-player-deployment-c99c9695d-kxv58-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 213 R16;D16;Q3;D3;O17;R5;R4;Q5;O3;R9
1539775945-tpu-player-deployment-8b75494c-tg6gr-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+251.5 722 R16;D16;C17;C16;D17;E17;E18;F18;B16;B15
1539775952-tpu-player-deployment-84b56fc9bb-twh6q-22.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 144 R16;D16;Q3;C4;S11;P16;E4;R17;C3;S16
1539775953-tpu-player-deployment-84b56fc9bb-pxfc6-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 152 R16;Q4;R3;G5;C8;C4;E17;R4;Q3;O3
1539775953-tpu-player-deployment-84b56fc9bb-5px7k-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 265 R16;D16;C17;C16;D17;E17;E18;F18;F17;E16
1539775946-tpu-player-deployment-84b56fc9bb-9876b-18.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 274 N12;Q16;D3;B4;C5;C12;C16;Q4;C8;G10
1539775945-tpu-player-deployment-84b56fc9bb-sb4qq-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 252 R16;D4;C3;D3;C4;C6;C5;D5;B6;C16
1539775948-tpu-player-deployment-595b7b6d74-vjwgp-7.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 305 R16;D16;Q3;D4;C3;D3;C4;C6;C5;D5
1539775946-tpu-player-deployment-c99c9695d-kbd9z-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 86 R16;D16;Q3;D3;O17;S5;R4;R5;K15;P4
1539775953-tpu-player-deployment-84b56fc9bb-csz6m-27.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 205 R16;Q4;C16;C4;R3;R4;Q3;O3;P3;P4
1539775951-tpu-player-deployment-c99c9695d-f7pfw-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 431 R16;D16;Q3;F18;T2;D3;O17;R9;E17;G16
1539775951-tpu-player-deployment-84c664fbdf-nxppv-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 206 R16;D4;C3;D3;C4;K7;D5;C7;E5;C2
1539775945-tpu-player-deployment-84c664fbdf-j5tll-28.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 198 T15;R16;D3;L17;J2;B12;B3;D17;P10;Q3
1539775951-tpu-player-deployment-84b56fc9bb-67bj8-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 233 R16;D4;C3;C4;D3;F3;E3;E4;F2;R6
1539775953-tpu-player-deployment-84c664fbdf-nss6w-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 183 R16;D17;Q13;Q4;C4;E3;D3;E4;N12;D4
1539775948-tpu-player-deployment-c99c9695d-7rglw-0.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 170 R16;Q4;R3;Q3;R4;R5;S5;S6;R6;Q5
1539775947-tpu-player-deployment-c99c9695d-7rdpl-18.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 313 R16;D4;P16;R4;C16;O3;C3;C4;C2;E2
1539775951-tpu-player-deployment-84c664fbdf-qthrn-18.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 198 Q16;D16;C17;D17;C16;C14;C15;D15;B14;C4
1539775949-tpu-player-deployment-84b56fc9bb-2dz92-24.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 28 S12;R16;R4;D4;D17;D15;A4;J13;C18;C6
1539775945-tpu-player-deployment-585cf74467-2b7kr-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 172 R16;R4;C16;C4;F17;F3;R11;P16;P17;O17
1539775950-tpu-player-deployment-8b75494c-jj4xz-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 219 R16;D4;C3;C4;D3;F3;E3;E4;F2;Q3
1539775946-tpu-player-deployment-84c664fbdf-ws65k-1.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 212 Q15;Q4;C16;Q17;D3;R15;D6;Q14;R3;Q3
1539775948-tpu-player-deployment-84b56fc9bb-db4ld-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+0.5 469 R16;D17;P6;Q6;Q5;D4;Q7;P17;A1;Q15
1539775951-tpu-player-deployment-8b75494c-nlgm8-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 219 Q16;D16;Q3;D3;Q5;C6;C17;D17;C16;C15
1539775949-tpu-player-deployment-8b75494c-slclm-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 283 R16;Q4;R3;Q3;R4;R5;S5;S6;R6;Q5
1539775951-tpu-player-deployment-84c664fbdf-r2lv4-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 227 R16;D16;Q3;D3;P16;R5;C17;P4;R4;S4
1539775949-tpu-player-deployment-84c664fbdf-qdh7c-25.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+70.5 454 R16;Q4;E19;D17;E17;D16;C4;P16;M17;N16
1539775946-tpu-player-deployment-c99c9695d-hmg7f-29.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 181 R16;Q4;C16;D4;E16;P17;Q14;S15;Q17;P16
1539775950-tpu-player-deployment-595b7b6d74-dnr5c-21.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 253 R16;Q4;C15;C4;D17;F3;R3;R4;Q3;P3
1539775947-tpu-player-deployment-585cf74467-tkc8r-27.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 166 R16;D4;C3;D3;C4;C5;B5;B6;D2;E2
1539775949-tpu-player-deployment-595b7b6d74-w8w7w-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 438 Q13;Q17;Q3;D4;C16;E16;E17;F17;D17;F16
1539775945-tpu-player-deployment-8b75494c-kkd26-31.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 231 R16;Q4;C16;C4;P16;E17;D15;F3;R6;H17
1539775945-tpu-player-deployment-8b75494c-ndgp7-25.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+2.5 534 R16;P8;Q3;C16;N4;J3;D3;P16;P17;C4
1539775948-tpu-player-deployment-84c664fbdf-wvvfw-31.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 421 R16;Q4;D17;C4;R3;R4;Q3;O3;P3;P4
1539775952-tpu-player-deployment-c99c9695d-f7pfw-9.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 232 R16;D17;Q3;D3;D5;B6;C3;C4;D4;E3
1539775949-tpu-player-deployment-595b7b6d74-txczq-19.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 441 R16;Q4;R3;Q3;C17;G16;R4;C12;Q5;H6
1539775948-tpu-player-deployment-8b75494c-46pjr-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 442 R16;R13;Q4;M3;P13;R10;D3;D17;C15;C5
1539775952-tpu-player-deployment-595b7b6d74-slxwm-18.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 176 R16;D17;C4;Q3;R5;P16;Q15;R4;J10;Q5
1539775951-tpu-player-deployment-585cf74467-qlcv6-14.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 260 R16;D16;Q3;D3;O17;C6;C17;C16;D17;E17
1539775949-tpu-player-deployment-84c664fbdf-4bkdl-13.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 228 R16;Q4;R3;R4;Q3;O3;P3;P4;O2;D3
1539775945-tpu-player-deployment-84c664fbdf-zn9d8-29.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 238 R16;Q4;R3;O14;J19;Q3;R4;R6;R5;Q5
1539775948-tpu-player-deployment-8b75494c-h6bss-11.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 132 R16;D16;Q3;D4;O17;R5;D18;P4;P3;O4
1539775947-tpu-player-deployment-8b75494c-vgd6s-8.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 108 R16;C14;D17;Q4;C4;P17;F3;C17;A9;C16
1539775945-tpu-player-deployment-8b75494c-t4px6-26.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 20 R16;Q4;R3;R4;Q3;O3;N19;P3;D17;C4
1539775946-tpu-player-deployment-c99c9695d-tbd9r-25.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+217.5 722 R16;D16;Q3;D4;O17;R5;O4;R8;F3;C6
1539775951-tpu-player-deployment-84c664fbdf-hmjtn-12.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 250 Q12;Q16;R4;K11;F10;D4;D17;P3;O17;E7
1539775949-tpu-player-deployment-585cf74467-tqm8g-19.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 197 R16;Q4;R3;Q3;S14;R4;D17;C4;C14;M17
1539775951-tpu-player-deployment-84c664fbdf-7d45b-20.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 170 R16;D16;Q3;D4;O17;R5;R4;Q5;O3;A16
1539775953-tpu-player-deployment-595b7b6d74-swgqz-15.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 398 R16;Q4;R3;R4;Q3;O3;P3;P4;O2;D4
1539775946-tpu-player-deployment-84c664fbdf-r2lv4-28.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 164 R16;D16;M15;R4;D3;C5;P3;Q15;Q16;E4
1539775945-tpu-player-deployment-595b7b6d74-g2ctm-26.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 183 R16;D16;Q3;C4;O17;R5;E4;E3;F3;D3
1539775947-tpu-player-deployment-84c664fbdf-dkczk-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 232 R16;Q4;C16;C4;E16;P17;Q17;P16;Q14;L17
1539775949-tpu-player-deployment-84c664fbdf-zf6xk-18.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 412 R16;Q4;R3;R4;Q3;O3;O2;N2;P2;N4
1539775946-tpu-player-deployment-8b75494c-6l2sn-10.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 162 R16;Q4;R3;Q3;R4;R6;R5;Q5;S6;P17
1539775950-tpu-player-deployment-8b75494c-pxqtw-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 223 R16;Q4;R3;R4;Q3;O3;P3;P4;O2;D3
1539775947-tpu-player-deployment-8b75494c-wgfhx-31.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 235 R16;D16;R9;Q4;C4;P17;Q15;M5;F3;M18
1539775945-tpu-player-deployment-595b7b6d74-8lq4f-23.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 24 R16;D4;M6;R4;D17;N14;P3;P6;C3;D3
1539775947-tpu-player-deployment-595b7b6d74-g55mp-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 183 Q16;D16;R3;D4;O17;F17;C3;D3;C4;C6
1539775949-tpu-player-deployment-c99c9695d-x5pbg-24.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 204 R16;Q4;E3;C3;C16;C5;H3;E16;R3;Q3
1539775950-tpu-player-deployment-84c664fbdf-csdvc-4.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 251 R16;Q4;R3;R4;Q3;O3;O2;N2;P3;O4
1539775953-tpu-player-deployment-585cf74467-dvjbc-29.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 126 R16;D4;C3;D3;C4;C6;C5;D5;B6;D16
1539775946-tpu-player-deployment-8b75494c-spknq-3.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+74.5 592 R16;D16;Q3;P16;D3;A19;P17;O17;Q17;O16
1539775948-tpu-player-deployment-c99c9695d-4ctxd-21.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 500 R16;Q4;C16;C4;P16;F3;R6;A3;K13;R8
1539775945-tpu-player-deployment-585cf74467-2b7kr-5.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 172 R16;R4;C16;C4;F17;F3;R11;P16;P17;O17
1539775945-tpu-player-deployment-585cf74467-6k59k-6.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFW+R 238 R16;D17;Q3;D3;D15;C15;C14;C16;D14;F17
1539775953-tpu-player-deployment-84c664fbdf-nss6w-17.sgfSGF Viewer Raw SGFSGF Viewer Raw SGFB+R 183 R16;D17;Q13;Q4;C4;E3;D3;E4;N12;D4
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