grid1 192 of 192 done; grid1b 78 of 78 done; ctx1 135 of 135 done; ctx2 81 of 81 done; fold1c 135 of 135 done; ctx3 90 of 90 done; ctx3-transplant 90 of 90 done; ffn1 216 of 216 done; ffn1-lm 9 of 12; cut1 252 of 252 done; cut4b 0 of 324; regime6 36 of 36 done; regime7 81 of 81 done; regime8 27 of 27 done; regime9 54 of 54 done; regime10 27 of 27 done; regime11 18 of 18 done; cpucheck 0 of 18; pkm1 9 of 9 done; grid2-role 0 of 177; fold1 0 of 36; fold1b 0 of 14; fold1c-lm 0 of 12; ctx3-lm 0 of 6; regime1 105 of 105 done; regime2 99 of 99 done; regime3 99 of 99 done; regime4 54 of 54 done; regime5 36 of 36 done; cut3 144 of 144 done; cut2 324 of 324 done; cut5 157 of 288; cut6 396 of 396 done; cut7 396 of 396 done; cut8a 216 of 216 done; cut8b 210 of 252; interject1 55 of 72; cut4c 197 of 216; weight-w4 0 of 396; weight-w4a 116 of 324; weight-w7 144 of 144 done; cut8r 99 of 99 done; cut4a 0 of 288 line Dynamic compositional representations: closed · grid1, grid1b, grid2-role · 270 of 447 runs line The fold the network chooses: closed · fold1, fold1b · 0 of 50 runs line Context inside the map: closed · ctx1, ctx2 · 216 of 216 runs line The multiplication primitive: closed · fold1c, fold1c-lm · 135 of 147 runs line One matrix read from several angles: closed · ctx3, ctx3-lm · 90 of 96 runs line The transplant: closed · ctx3-transplant · 90 of 90 runs line How much feed-forward does a small transformer need: closed · ffn1, ffn1-lm · 225 of 228 runs line A third kind of operation beside stretch and fold: closed · cut1, cut2, cut3, cut4a, cut4c, cut4b, cut5, cut6, cut7, cut8a, cut8b, cut1-lm, cut8r · 2391 of 3195 runs line A thought that takes a new message part way through: closed · interject1 · 55 of 72 runs line The geometry of the weights as a way to store fewer of them: closed · weight-a, weight-w4, weight-w7, weight-w3, weight-w5 · 144 of 540 runs line What makes a seed learn to compose: in flight · regime1, regime2, regime3, regime4, regime5, regime6, regime7, regime8, regime9, regime10, regime11, cpucheck · 636 of 654 runs line Product-key memory inside the dense model: in flight · pkm1 · 9 of 9 runs grid1 on cluster 2026-10-12 20:08 UTC finished 192 of 192 (100%) chain timing done 1 min | c1 done 4h00 225/192 | c2 done 25 min 191/192 | c3 done 3 min 192/192 | c4 done 29 s 192/192 | c5 done 29 s 192/192 | c6 done 30 s 192/192 cost 4.5 node-hours (578 core-hours); every run finished disk runs 8.0 GB (weights 7.9 GB) in 192 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/grid1 held-out exact match, mean over seeds (* = not every seed yet) task table tab+ ssp dctx sctx sfro vq progs-combo .58 .69 .60 .48 .34 .30 .57 progs-depth .00 .00 .00 .00 .00 .00 .00 progs-role .50 .45 .41 .20 .57 .34 .23 progs-rebind 1.0 1.0 1.0 .94 1.0 1.0 1.0 scan-addjump .00 .00 .00 .00 .00 .00 .00 scan-length .18 .14 .13 .16 .15 .15 .16 progs-rebind-20k 1.0 1.0 1.0 1.0 1.0 .99 1.0 progs-role-20k .58 .59 .46 .47 .40 .54 .45 tab+=table plus ssp=static sparse dctx=dense context sctx=sparse context sfro=sparse frozen vq=vq static attention: nothing grid1b on cluster 2026-10-12 20:08 UTC finished 78 of 78 (100%) chain c1 done 2h30 78/78 | c2 done 28 s 78/78 cost 2.5 node-hours (322 core-hours); every run finished disk runs 3.3 GB (weights 3.3 GB) in 78 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/grid1b held-out exact match, mean over seeds (* = not every seed yet) task drec srec progs-combo .23 .38 progs-depth .00 .00 progs-role .38 .57 progs-rebind 1.0 1.0 scan-addjump .00 .00 scan-length .13 .15 progs-rebind-20k 1.0 .99 progs-role-20k .17 .58 drec=dense refined srec=sparse refined attention: nothing ctx1 on cluster 2026-10-12 20:08 UTC finished 135 of 135 (100%) chain timing done 1 min | c1 done 1h52 135/135 | c2 done 29 s 135/135 cost 1.9 node-hours (243 core-hours); every run finished timing 9 runs timed · about 1.7 node-hours (222 core-hours) for 135 runs · 2 chunks of 4 h disk runs 5.5 GB (weights 5.4 GB) in 135 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ctx1 held-out exact match, mean over seeds (* = not every seed yet) task P G C W G0 C0 W0 ctx1-combo .58 .64 .47 .56 .65 .57 .57 ctx1-role-20k .50 .33 .52 .51 .39 .42 .60 ctx1-role-20k-swapfree .18 .10 .16 .32 .20 .15 .30 ctx1-rebind-5k .56 .53 .57 .84 .65 .74 .72 ctx1-rebind-2k .03 .04 .04 .03 .04 .04 .03 None=P None=G None=C None=W None=G0 None=C0 None=W0 attention: nothing ctx2 on cluster 2026-10-12 20:08 UTC finished 81 of 81 (100%) chain c1 done 2h11 81/81 cost 2.2 node-hours (281 core-hours); every run finished disk runs 3.0 GB (weights 2.9 GB) in 81 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ctx2 held-out exact match, mean over seeds (* = not every seed yet) task N Z P W0 ctx2-combo .58 .61 .61 .57 ctx2-role-20k-swapfree .28 .20 .22 .34 ctx2-role-20k - - - - None=N None=Z None=P None=W0 attention: nothing fold1c on cluster 2026-10-12 20:08 UTC finished 135 of 135 (100%) chain timing done 7 min | c1 done 3h50 135/135 | c2 done 29 s 135/135 cost 4.0 node-hours (508 core-hours); every run finished timing 5 runs timed · about 3.8 node-hours (487 core-hours) for 135 runs · 2 chunks of 4 h disk runs 6.2 GB (weights 6.1 GB) in 135 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/fold1c held-out exact match, mean over seeds (* = not every seed yet) task PR2 AX2 P fold1c-combo .53 .55 .60 fold1c-role-20k-swapfree .28 .25 .26 fold1c-role-20k .39 .36 .54 None=PR2 None=AX2 None=P attention: nothing ctx3 on cluster 2026-10-12 20:09 UTC finished 90 of 90 (100%) chain timing done 5 min | c1 done 2h28 90/90 | c2 done 29 s 90/90 cost 2.6 node-hours (330 core-hours); every run finished timing 5 runs timed · about 2.8 node-hours (360 core-hours) for 90 runs · 2 chunks of 4 h disk runs 13.1 GB (weights 13.1 GB) in 90 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ctx3 held-out exact match, mean over seeds (* = not every seed yet) task RS4 P ctx3-combo .62 .60 ctx3-role-20k-swapfree .23 .26 None=RS4 None=P attention: nothing ctx3-transplant on cluster 2026-10-12 20:09 UTC finished 90 of 90 (100%) chain c1 done 1h40 90/90 | c2 done 29 s 90/90 cost 1.7 node-hours (216 core-hours); every run finished disk runs 11.7 GB (weights 11.6 GB) in 90 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ctx3-transplant attention: nothing ffn1 on cluster 2026-10-12 20:09 UTC finished 216 of 216 (100%) chain timing done 5 min | c1 done 2h49 216/216 | c2 done 34 s 216/216 | c3 done 30 s 216/216 | c4 done 31 s 216/216 | c5 done 30 s 216/216 | c6 done 31 s 216/216 cost 3.0 node-hours (379 core-hours); every run finished timing 6 runs timed · about 2.8 node-hours (360 core-hours) for 216 runs · 6 chunks of 4 h disk runs 9.1 GB (weights 8.9 GB) in 216 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ffn1 held-out exact match, mean over seeds (* = not every seed yet) task P OFF N4 N16 R W4 ffn1-combo .60 .60 .59 .54 .50 .39 ffn1-role-add .23 .19 .21 .27 .21 .14 ffn1-role-mul .27 .17 .20 .23 .20 .16 None=P None=OFF None=N4 None=N16 None=R None=W4 attention: nothing ffn1-lm on cluster 2026-10-12 20:09 UTC finished 9 of 12 (75%) chain job 3583877 done 4h00 | job 3583878 done 1h06 9/12 | job 3583879 done 39 s 9/12 | job 3583880 done 48 s 9/12 | job 3583881 done 47 s 9/12 cost 5.1 node-hours (659 core-hours) so far, about 6.9 node-hours (879 core-hours) at the end; about 1.7 h of running time left disk runs 881.8 MB (weights 881.0 MB) in 12 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/ffn1-lm failed (3) ffn1-lm__W4__s0 exit 1 torch.OutOfMemoryError: CUDA out of memory. Tried to allocat ffn1-lm__W4__s1 exit 1 torch.OutOfMemoryError: CUDA out of memory. Tried to allocat ffn1-lm__W4__s2 exit 1 torch.OutOfMemoryError: CUDA out of memory. Tried to allocat held-out exact match, mean over seeds (* = not every seed yet) task OFF N4 R W4 ffn1-lm - - - - None=OFF None=N4 None=R None=W4 attention (4) ! ffn1-lm__W4__s0 failed, exit 1 ! ffn1-lm__W4__s1 failed, exit 1 ! ffn1-lm__W4__s2 failed, exit 1 ! nothing is queued and 9 of 12 are finished cut1 on cluster 2026-10-12 20:09 UTC finished 252 of 252 (100%) chain job 3590235 done 4h00 | job 3590236 done 19 min 252/252 cost 4.3 node-hours (553 core-hours); every run finished disk runs 13.0 GB (weights 11.3 GB) in 252 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/cut1 held-out exact match, mean over seeds (* = not every seed yet) task P K Ks L Ls B Bs cut1-combo .60 .59 .56 .62 .58 .42 .45 cut1-role-add .24 .13 .24 .21 .20 .21 .22 cut1-role-mul .28 .17 .25 .18 .22 .21 .24 None=P None=K None=Ks None=L None=Ls None=B None=Bs attention: nothing cut4b on cluster 2026-10-12 20:09 UTC finished 0 of 324 (0%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/cut4b attention: nothing regime6 on cluster 2026-10-12 20:09 UTC finished 36 of 36 (100%) chain job 3705505 done 29 min 36/36 cost 0.5 node-hours (64 core-hours); every run finished disk runs 1.5 GB (weights 1.4 GB) in 36 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime6 held-out exact match, mean over seeds (* = not every seed yet) task M4 M6 M8 F6 regime6-reach .05 .24 .31 .09 None=M4 None=M6 None=M8 None=F6 attention: nothing regime7 on cluster 2026-10-12 20:09 UTC finished 81 of 81 (100%) chain job 3707812 done 1h07 81/81 cost 1.1 node-hours (144 core-hours); every run finished disk runs 3.3 GB (weights 3.2 GB) in 81 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime7 held-out exact match, mean over seeds (* = not every seed yet) task M11 M13 M14 M10 M20 M F regime7-combo .26 .56 .57 - - - - regime7-combo-50k - - - .21 .71 - - regime7-combo-200k - - - .24 .72 - - regime7-role - - - - - .13 .07 None=M11 None=M13 None=M14 None=M10 None=M20 None=M None=F attention: nothing regime8 on cluster 2026-10-12 20:09 UTC finished 27 of 27 (100%) chain job 3709397 done 23 min 27/27 cost 0.4 node-hours (49 core-hours); every run finished disk runs 1.2 GB (weights 1.1 GB) in 27 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime8 held-out exact match, mean over seeds (* = not every seed yet) task C8 CF8 F8 regime8-reach .30 .11 .07 None=C8 None=CF8 None=F8 attention: nothing regime9 on cluster 2026-10-12 20:10 UTC finished 54 of 54 (100%) chain job 3710071 done 39 min 54/54 cost 0.7 node-hours (84 core-hours); every run finished disk runs 1.9 GB (weights 1.7 GB) in 54 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime9 held-out exact match, mean over seeds (* = not every seed yet) task M2 M4 M8 F2 F4 F8 regime9-combo .56 .74 .70 .15 .19 .19 None=M2 None=M4 None=M8 None=F2 None=F4 None=F8 attention: nothing regime10 on cluster 2026-10-12 20:10 UTC finished 27 of 27 (100%) chain job 3710362 done 23 min 27/27 cost 0.4 node-hours (50 core-hours); every run finished disk runs 1.2 GB (weights 1.1 GB) in 27 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime10 held-out exact match, mean over seeds (* = not every seed yet) task SO SD MP regime10-combo .76 .79 .68 None=SO None=SD None=MP attention: nothing regime11 on cluster 2026-10-12 20:10 UTC finished 18 of 18 (100%) chain job 3711666 done 13 min 18/18 cost 0.2 node-hours (29 core-hours); every run finished disk runs 802.2 MB (weights 732.0 MB) in 18 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/regime11 held-out exact match, mean over seeds (* = not every seed yet) task PN PA regime11-reach .27 .26 None=PN None=PA attention: nothing cpucheck on cluster 2026-10-12 20:10 UTC finished 0 of 18 (0%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/cpucheck attention: nothing pkm1 on cluster 2026-10-12 20:10 UTC finished 9 of 9 (100%) chain job 3709537 done 14 min 9/9 cost 0.2 node-hours (31 core-hours); every run finished disk runs 389.4 MB (weights 358.4 MB) in 9 folders; 4.3 PB free on work1~/dcr/repr-constructor/runs/pkm1 held-out exact match, mean over seeds (* = not every seed yet) task PKM pkm1-combo .71 None=PKM attention: nothing grid2-role on cluster 2026-10-12 05:52 UTC finished 0 of 177 (0%) chain timing done 7 min | c1 done 4h00 | c1 done 2h35 177/177 | c2 done 4h00 | c3 done 4h00 cost 14.7 node-hours (3,770 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/grid2-role attention (1) ! nothing is queued and 0 of 177 are finished fold1 on cluster 2026-10-12 05:52 UTC finished 0 of 36 (0%) chain timing done 8 min | c1 done 4h00 17/36 | c2 done 4h00 30/36 | c3 done 1h38 36/36 | c4 done 16 s 36/36 cost 9.8 node-hours (2,506 core-hours) so far, about 19.1 node-hours (4,887 core-hours) at the end; about 9.3 h of running time left timing 8 runs timed · about 9.3 node-hours (2,381 core-hours) for 36 runs · 4 chunks of 4 h disk runs 0 B (weights 0 B) in 0 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/fold1 attention (1) ! nothing is queued and 0 of 36 are finished fold1b on cluster 2026-10-12 05:52 UTC finished 0 of 14 (0%) chain c1 done 4h00 8/14 | c2 done 49 min 14/14 cost 4.8 node-hours (1,235 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/fold1b attention (1) ! nothing is queued and 0 of 14 are finished fold1c-lm on cluster 2026-10-12 05:52 UTC finished 0 of 12 (0%) chain timing done 5 min | c1 done 2h44 12/12 | c2 done 15 s 12/12 cost 2.8 node-hours (726 core-hours) so far, about 5.5 node-hours (1,422 core-hours) at the end; about 2.7 h of running time left timing 4 runs timed · about 2.7 node-hours (696 core-hours) for 12 runs · 2 chunks of 4 h disk runs 0 B (weights 0 B) in 0 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/fold1c-lm attention (1) ! nothing is queued and 0 of 12 are finished ctx3-lm on cluster 2026-10-12 05:52 UTC finished 0 of 6 (0%) chain timing done 6 min | c1 done 2h26 6/6 | c2 done 16 s 6/6 cost 2.6 node-hours (654 core-hours) so far, about 4.4 node-hours (1,118 core-hours) at the end; about 1.8 h of running time left timing 2 runs timed · about 1.8 node-hours (464 core-hours) for 6 runs · 2 chunks of 4 h disk runs 0 B (weights 0 B) in 0 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/ctx3-lm attention (1) ! nothing is queued and 0 of 6 are finished regime1 on cluster 2026-10-12 05:52 UTC finished 105 of 105 (100%) chain job 7571 done 1h53 105/105 | job 7572 done 18 s 105/105 cost 1.9 node-hours (485 core-hours); every run finished disk runs 4.6 GB (weights 4.5 GB) in 105 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/regime1 held-out exact match, mean over seeds (* = not every seed yet) task T P W0 W1 K Ki regime1-combo 1.0 .66 .58 .75 .02 .50 regime1-role-add - .22 .20 .36 .00 .15 regime1-combo-base - .46 - - - - regime1-role-add-base - .15 - - - - None=T None=P None=W0 None=W1 None=K None=Ki attention: nothing regime2 on cluster 2026-10-12 05:52 UTC finished 99 of 99 (100%) chain job 7580 done 1h37 99/99 cost 1.6 node-hours (417 core-hours); every run finished disk runs 4.0 GB (weights 3.9 GB) in 99 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/regime2 held-out exact match, mean over seeds (* = not every seed yet) task T P WT PL M F W1 W3 regime2-combo 1.0 .54 .00 .62 .77 .19 - - regime2-role-add - .29 - - .15 .09 .40 .42 None=T None=P None=WT None=PL None=M None=F None=W1 None=W3 attention: nothing regime3 on cluster 2026-10-12 05:52 UTC finished 99 of 99 (100%) chain job 7582 done 1h23 99/99 cost 1.4 node-hours (358 core-hours); every run finished disk runs 4.0 GB (weights 3.9 GB) in 99 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/regime3 held-out exact match, mean over seeds (* = not every seed yet) task M F MW MP M10 M25 MW1 regime3-combo .77 .19 .18 .34 .20 .75 - regime3-role-add .16 - - - - - .23 regime3-depth .13 .11 - - - - - None=M None=F None=MW None=MP None=M10 None=M25 None=MW1 attention: nothing regime4 on cluster 2026-10-12 05:53 UTC finished 54 of 54 (100%) chain job 7592 done 57 min 54/54 cost 1.0 node-hours (243 core-hours); every run finished disk runs 3.6 GB (weights 3.6 GB) in 54 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/regime4 held-out exact match, mean over seeds (* = not every seed yet) task M F MW M15 M20 T regime4-combo-base .49 .12 .11 - - - regime4-combo - - - .57 .71 - regime4-depth - - - - - .00 None=M None=F None=MW None=M15 None=M20 None=T attention: nothing regime5 on cluster 2026-10-12 05:53 UTC finished 36 of 36 (100%) chain job 7620 done 1h20 36/36 cost 1.3 node-hours (344 core-hours); every run finished disk runs 2.9 GB (weights 2.9 GB) in 36 folders; 983.1 TB free on work~/dcr/repr-constructor/runs/regime5 held-out exact match, mean over seeds (* = not every seed yet) task M F MW M12 regime5-combo-base .75 .20 .19 - regime5-combo - - - .39 None=M None=F None=MW None=M12 attention: nothing cut3 on cluster 2026-10-09 21:53 UTC finished 144 of 144 (100%) chain job 810073 done 4h00 | job 810074 done 1h24 144/144 cost 5.4 node-hours (1,040 core-hours); every run finished disk runs 6.4 GB (weights 5.7 GB) in 144 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut3 held-out exact match, mean over seeds (* = not every seed yet) task P P2 F G cut3-combo .60 .59 .00 .52 cut3-role-add .25 .21 .00 .19 cut3-role-mul .26 .23 .00 .20 None=P None=P2 None=F None=G attention: nothing cut2 on cluster 2026-10-09 21:52 UTC finished 324 of 324 (100%) chain job 808063 done 4h00 | job 808064 done 3h04 324/324 | job 808065 done 58 s 324/324 | job 808066 done 58 s 324/324 | job 808067 done 57 s 324/324 | job 808068 done 55 s 324/324 | job 808069 done 56 s 324/324 | job 808070 done 57 s 324/324 | job 808071 done 57 s 324/324 cost 7.2 node-hours (1,381 core-hours); every run finished disk runs 14.9 GB (weights 12.9 GB) in 324 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut2 held-out exact match, mean over seeds (* = not every seed yet) task P S Sp E Es Q Qs I Is cut2-combo .60 .58 .66 .56 .52 .47 .52 .08 .62 cut2-role-add .24 .14 .32 .17 .20 .10 .18 .15 .21 cut2-role-mul .27 .15 .34 .16 .16 .20 .18 .15 .16 None=P None=S None=Sp None=E None=Es None=Q None=Qs None=I None=Is attention: nothing cut5 on cluster 2026-10-09 21:53 UTC finished 157 of 288 (55%) chain job 808488 done 4h00 | job 808489 done 4h00 | job 808490 done 4h00 | job 808491 done 4h00 | job 808493 done 4h00 cost 20.0 node-hours (3,845 core-hours) so far, about 36.7 node-hours (7,053 core-hours) at the end; about 17 h of running time left disk runs 7.6 GB (weights 6.6 GB) in 161 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut5 interrupted (4): saved mid-way, the next chunk carries on; 4 with a lock left by an ended job held-out exact match, mean over seeds (* = not every seed yet) task P X1 X1s X2 X2s X5 X6 X6s cut5-combo .60 .69 .46 .52 .60 .57 .37 .60 cut5-role-add .26 .38 .23 .17 .25 .37 .30 .26 cut5-role-mul .25 .34* - - - - - - None=P None=X1 None=X1s None=X2 None=X2s None=X5 None=X6 None=X6s attention (5) ! nothing is queued and 157 of 288 are finished ! cut5-role-mul__X1__s4 holds a lock from job 808494, which has ended ! cut5-role-mul__X1__s5 holds a lock from job 808494, which has ended ! cut5-role-mul__X1__s6 holds a lock from job 808494, which has ended ! cut5-role-mul__X1__s7 holds a lock from job 808494, which has ended cut6 on cluster 2026-10-09 21:53 UTC finished 396 of 396 (100%) chain job 809697 done 4h00 | job 809698 done 4h00 | job 809699 done 19 min 396/396 cost 8.3 node-hours (1,601 core-hours); every run finished disk runs 18.2 GB (weights 15.7 GB) in 396 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut6 held-out exact match, mean over seeds (* = not every seed yet) task P Hd1 Hd1s Hd5 Hd5s Hd6 Hd6s Hd8 Hd8s Hd10 Hd10s cut6-combo .60 .59 .59 .01 .60 .38 .44 .61 .60 .65 .60 cut6-role-add .25 .27 .30 .00 .24 .24 .22 .26 .22 .22 .27 cut6-role-mul .22 .29 .28 .00 .25 .27 .21 .23 .25 .26 .25 None=P None=Hd1 None=Hd1s None=Hd5 None=Hd5s None=Hd6 None=Hd6s None=Hd8 None=Hd8s None=Hd10 None=Hd10s attention: nothing cut7 on cluster 2026-10-09 21:53 UTC finished 396 of 396 (100%) chain job 810391 done 4h00 | job 810392 done 4h00 | job 810393 done 10 min 396/396 cost 8.2 node-hours (1,571 core-hours); every run finished disk runs 18.5 GB (weights 15.7 GB) in 396 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut7 held-out exact match, mean over seeds (* = not every seed yet) task P N1 N1s N2 N2s N3 N3s N5 N5s N8 N8s cut7-combo .60 .59 .60 .01 .63 .57 .63 .09 .46 .64 .59 cut7-role-add .27 .19 .27 .04 .29 .11 .14 .22 .21 .22 .25 cut7-role-mul .23 .14 .21 .05 .29 .09 .11 .23 .22 .27 .24 None=P None=N1 None=N1s None=N2 None=N2s None=N3 None=N3s None=N5 None=N5s None=N8 None=N8s attention: nothing cut8a on cluster 2026-10-09 21:54 UTC finished 216 of 216 (100%) chain job 809851 done 4h00 | job 809852 done 2h11 216/216 cost 6.2 node-hours (1,190 core-hours); every run finished disk runs 9.9 GB (weights 8.6 GB) in 216 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut8a held-out exact match, mean over seeds (* = not every seed yet) task P T1 T1s T5 T2 T2s cut8a-combo .60 .59 .57 .62 .56 .54 cut8a-role-add .24 .27 .30 .17 .35 .32 cut8a-role-mul .26 .23 .27 .18 .35 .34 None=P None=T1 None=T1s None=T5 None=T2 None=T2s attention: nothing cut8b on cluster 2026-10-09 21:54 UTC finished 210 of 252 (83%) chain job 810075 done 4h00 | job 810076 done 4h00 cost 8.0 node-hours (1,537 core-hours) so far, about 9.6 node-hours (1,844 core-hours) at the end; about 1.6 h of running time left disk runs 9.8 GB (weights 8.5 GB) in 214 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut8b interrupted (4): saved mid-way, the next chunk carries on; 4 with a lock left by an ended job held-out exact match, mean over seeds (* = not every seed yet) task P T3 T3s T4 T4s T6 T6s cut8b-combo .60 .57 .58 .56 .57 .60 .60 cut8b-role-add .22 .21 .27 .23 .23 .14 .28 cut8b-role-mul .22 .24 .26 .22 .22 .15 .25 None=P None=T3 None=T3s None=T4 None=T4s None=T6 None=T6s attention (5) ! nothing is queued and 210 of 252 are finished ! cut8b-combo__T3s-shuf__s3 holds a lock from job 810077, which has ended ! cut8b-combo__T3s-shuf__s4 holds a lock from job 810077, which has ended ! cut8b-combo__T3s-shuf__s5 holds a lock from job 810077, which has ended ! cut8b-combo__T3s-shuf__s6 holds a lock from job 810077, which has ended interject1 on cluster 2026-10-09 21:54 UTC finished 55 of 72 (76%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, about 1.2 node-hours (153 core-hours) at the end; about 1.2 h of running time left disk runs 3.5 GB (weights 2.7 GB) in 59 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/interject1 interrupted (4): saved mid-way, the next chunk carries on; 2 with a lock left by an ended job held-out exact match, mean over seeds (* = not every seed yet) task clean amend interject1-combo .57 .89 interject1-role-add .24 1.0 interject1-role-mul .24 1.0* None=clean None=amended attention (2) ! interject1-role-mul__amended__s8 holds a lock from job 811964, which has ended ! interject1-combo__clean-shuf__s2 holds a lock from job 811964, which has ended cut4c on cluster 2026-10-09 21:55 UTC finished 197 of 216 (91%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, about 0.4 node-hours (48 core-hours) at the end; about 22 min of running time left disk runs 14.2 GB (weights 13.0 GB) in 201 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut4c interrupted (4): saved mid-way, the next chunk carries on; 4 with a lock left by an ended job held-out exact match, mean over seeds (* = not every seed yet) task P D Dk Da A As cut4c-combo .60 .59 .55 .55 .56 .56 cut4c-role-add .27 .31 .08 .27 .30 .23 cut4c-role-mul .26 .30 .08 .33 .27 .25 None=P None=D None=Dk None=Da None=A None=As attention (4) ! cut4c-combo__Da-shuf__s8 holds a lock from job 811971, which has ended ! cut4c-combo__A-shuf__s0 holds a lock from job 811971, which has ended ! cut4c-combo__A-shuf__s1 holds a lock from job 811971, which has ended ! cut4c-combo__A-shuf__s2 holds a lock from job 811971, which has ended weight-w4 on cluster 2026-10-09 21:55 UTC finished 0 of 396 (0%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/weight-w4 attention: nothing weight-w4a on cluster 2026-10-09 21:55 UTC finished 116 of 324 (36%) chain job 811966 done 4h00 cost 4.0 node-hours (769 core-hours) so far, about 11.2 node-hours (2,148 core-hours) at the end; about 7.2 h of running time left disk runs 3.4 GB (weights 2.7 GB) in 120 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/weight-w4a interrupted (4): saved mid-way, the next chunk carries on; 4 with a lock left by an ended job held-out exact match, mean over seeds (* = not every seed yet) task P P8 P4 F8 F4 R8 R4 M8 M4 weight-w4a-combo .60 .60 .59 .61 .57 .58 .57 .59 .58 weight-w4a-role-add .23 .22 .19 .41* - - - - - weight-w4a-role-mul - - - - - - - - - None=P None=P8 None=P4 None=F8 None=F4 None=R8 None=R4 None=M8 None=M4 attention (5) ! nothing is queued and 116 of 324 are finished ! weight-w4a-role-add__F8__s8 holds a lock from job 811967, which has ended ! weight-w4a-role-add__F4__s0 holds a lock from job 811967, which has ended ! weight-w4a-role-add__F4__s1 holds a lock from job 811967, which has ended ! weight-w4a-role-add__F4__s2 holds a lock from job 811967, which has ended weight-w7 on cluster 2026-10-09 21:55 UTC finished 144 of 144 (100%) chain job 811973 done 2h59 144/144 | job 811974 done 27 s 144/144 cost 3.0 node-hours (575 core-hours); every run finished disk runs 5.2 GB (weights 5.1 GB) in 144 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/weight-w7 held-out exact match, mean over seeds (* = not every seed yet) task P Z T8 T4 weight-w7-combo .60 .58 .52 .49 weight-w7-role-add .24 .27 .19 .14 weight-w7-role-mul .25 .28 .20 .18 None=P None=Z None=T8 None=T4 attention: nothing cut8r on cluster 2026-10-09 21:55 UTC finished 99 of 99 (100%) chain job 811759 done 2h32 99/99 | job 811760 done 27 s 99/99 cost 2.6 node-hours (490 core-hours); every run finished disk runs 4.0 GB (weights 3.9 GB) in 99 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut8r held-out exact match, mean over seeds (* = not every seed yet) task P T2 T2s cut8r-combo .62 .55 .58 cut8r-role-add .28 .26 .28 cut8r-role-mul .28 .25 .27 None=P None=T2 None=T2s attention: nothing cut4a on cluster 2026-10-08 22:53 UTC finished 0 of 288 (0%) chain no jobs on record cost 0.0 node-hours (0 core-hours) so far, end not yet known disk runs 0 B (weights 0 B) in 0 folders; 3.9 PB free on work1~/dcr/repr-constructor/runs/cut4a attention: nothing