extracted_losses/c4.csv

N=5035656, D=5022452, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,10.4819,,11.2
2,8.8527,,21.2
3,8.2649,,31.1

N=5035656, D=7513132, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,10.0196,,15.7
2,7.9536,,30.3
3,7.3136,,45.0

N=5035656, D=9513720, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,9.2767,,20.4
2,7.2697,,39.5
3,6.7336,,59.1

N=5035656, D=9993316, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,9.1056,,20.8
2,7.1127,,40.9
3,6.6058,,60.8

N=5035656, D=12458756, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,8.3110,,25.6
2,6.4928,,50.7
3,6.0676,,75.7

N=5035656, D=13532468, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,8.0637,,27.3
2,6.3413,,54.8
3,5.9497,,81.4

N=5035656, D=14978768, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.7150,,31.2
2,6.1174,,62.4
3,5.7510,,93.2

N=5035656, D=16494816, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.3954,,33.3
2,5.9033,,65.0
3,5.5289,,97.2

N=5035656, D=17468120, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.2330,,36.1
2,5.7875,,70.7
3,5.4748,,105.6

N=5035656, D=20019276, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.8686,,40.6
2,5.5468,,80.4
3,5.3204,,120.3

N=5035656, D=22459364, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.5557,,44.9
2,5.3911,,88.9
3,5.1998,,133.1

N=5035656, D=24982328, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.2934,,48.9
2,5.2834,,97.2
3,5.1505,,146.3

N=10070160, D=9993316, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.6844,,12.6
2,5.7164,,24.7
3,5.3580,,36.6

N=10070160, D=14978768, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.2651,,18.6
2,5.1621,,36.5
3,4.9944,,54.2

N=10070160, D=18994348, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.7011,,23.5
2,4.9972,,46.1
3,4.7917,,68.6

N=10070160, D=20019276, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.6432,,25.0
2,4.9408,,48.5
3,4.7678,,72.1

N=10070160, D=24982328, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.2871,,30.5
2,4.7627,,59.7
3,4.6256,,89.3

N=10070160, D=26938860, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.1750,,32.7
2,4.6975,,64.8
3,4.5537,,96.8

N=10070160, D=30011824, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.1055,,36.3
2,4.6496,,71.8
3,4.5404,,107.3

N=10070160, D=32945956, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9737,,39.8
2,4.5313,,79.1
3,4.4378,,117.6

N=10070160, D=34995216, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9440,,41.9
2,4.5177,,82.9
3,4.4271,,123.8

N=10070160, D=39974752, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.8394,,48.8
2,4.4203,,95.3
3,4.3180,,142.0

N=10070160, D=45041564, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.7570,,54.5
2,4.3950,,107.8
3,4.3257,,161.2

N=10070160, D=50086516, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6625,,59.4
2,4.3344,,119.7
3,4.2434,,178.4

N=14411456, D=13981504, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.0241,,39.8
2,5.1995,,78.9
3,5.0777,,118.0

N=14411456, D=21080672, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.5401,,59.7
2,4.9767,,118.7
3,4.8412,,177.8

N=14411456, D=26554232, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.2576,,76.0
2,4.7558,,150.8
3,4.6429,,225.6

N=14411456, D=27969496, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.1694,,78.5
2,4.7549,,156.5
3,4.5931,,234.5

N=14411456, D=34995216, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.0025,,99.0
2,4.5654,,197.5
3,4.4502,,296.1

N=14411456, D=37764632, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9541,,107.7
2,4.5057,,215.2
3,4.3533,,322.6

N=14411456, D=41904416, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.8699,,117.5
2,4.4413,,234.0
3,4.3205,,350.7

N=14411456, D=46203132, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.7850,,130.9
2,4.3950,,261.2
3,4.2230,,391.6

N=14411456, D=48973524, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.7050,,136.4
2,4.3447,,272.1
3,4.2208,,407.9

N=14411456, D=56012448, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6159,,158.3
2,4.2567,,314.2
3,4.1412,,470.2

N=14411456, D=62947864, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5333,,176.9
2,4.2029,,353.2
3,4.1104,,529.5

N=14411456, D=69957396, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5264,,213.8
2,4.1866,,424.8
3,4.0802,,636.4

N=19400928, D=18994348, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.0266,,20.3
2,4.6209,,40.0
3,4.4306,,59.6

N=19400928, D=28570668, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.7545,,30.2
2,4.3673,,59.8
3,4.2267,,89.3

N=19400928, D=36168860, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5859,,38.2
2,4.2733,,75.6
3,4.1886,,113.0

N=19400928, D=37910260, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5381,,39.5
2,4.2290,,78.5
3,4.1567,,117.6

N=19400928, D=47552672, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4421,,49.5
2,4.1670,,98.5
3,4.1094,,147.6

N=19400928, D=51301200, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4375,,54.0
2,4.1823,,107.8
3,4.0974,,161.7

N=19400928, D=56920796, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3561,,60.2
2,4.1344,,118.9
3,4.0593,,177.6

N=19400928, D=62696584, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3064,,65.4
2,4.0912,,131.2
3,4.0070,,197.1

N=19400928, D=66496684, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3007,,69.0
2,4.0892,,137.2
3,4.0156,,205.6

N=19400928, D=76066840, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2651,,78.7
2,4.0825,,156.9
3,4.0165,,235.0

N=19400928, D=85485952, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2281,,89.2
2,4.0756,,178.0
3,4.0038,,266.8

N=19400928, D=94999984, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1849,,105.8
2,4.0192,,210.4
3,3.9677,,315.0

N=22796832, D=21999032, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.2817,,65.3
2,4.6845,,129.8
3,4.4992,,194.3

N=22796832, D=32945956, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9001,,98.5
2,4.3738,,195.0
3,4.2461,,291.6

N=22796832, D=41836420, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6785,,123.2
2,4.1901,,246.0
3,4.0956,,368.5

N=22796832, D=43937024, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5886,,129.0
2,4.1477,,257.2
3,4.0322,,385.6

N=22796832, D=55083920, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3969,,162.2
2,4.0209,,323.7
3,3.9123,,485.1

N=22796832, D=59450792, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4039,,175.5
2,3.9922,,350.8
3,3.9054,,526.1

N=22796832, D=65893164, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3409,,194.3
2,3.9972,,388.1
3,3.8763,,581.7

N=22796832, D=72756112, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2337,,214.0
2,3.9162,,427.4
3,3.8149,,642.4

N=22796832, D=77033332, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2476,,228.8
2,3.9345,,455.4
3,3.7771,,683.8

N=22796832, D=87932316, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1202,,258.1
2,3.8312,,515.5
3,3.7477,,774.9

N=22796832, D=98983196, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0802,,290.9
2,3.7991,,581.4
3,3.7141,,873.2

N=22796832, D=110001236, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0256,,371.6
2,3.8126,,741.9
3,3.6704,,1119.2

N=28819840, D=27969496, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.7809,,48.2
2,4.2907,,94.6
3,4.1174,,141.0

N=28819840, D=41904416, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4060,,69.9
2,3.9979,,139.4
3,3.8595,,208.9

N=28819840, D=53233148, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2499,,87.9
2,3.8763,,174.8
3,3.7584,,261.6

N=28819840, D=56012448, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1769,,93.3
2,3.8545,,184.9
3,3.7206,,276.8

N=28819840, D=69957396, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0904,,115.7
2,3.7593,,230.6
3,3.6221,,345.7

N=28819840, D=75607240, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0234,,125.1
2,3.7217,,249.4
3,3.6046,,373.9

N=28819840, D=83970588, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9502,,139.3
2,3.6748,,277.1
3,3.5658,,415.1

N=28819840, D=92437124, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9342,,154.9
2,3.6248,,307.6
3,3.5409,,460.2

N=28819840, D=98017984, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9025,,166.5
2,3.6140,,328.4
3,3.5040,,491.0

N=28819840, D=112019240, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7897,,183.4
2,3.5385,,366.0
3,3.4702,,549.2

N=28819840, D=125925452, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7767,,210.7
2,3.5344,,417.9
3,3.4546,,625.9

N=28819840, D=139998924, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7208,,247.4
2,3.4962,,493.1
3,3.4298,,744.7

N=32498720, D=31980440, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4600,,47.2
2,4.0944,,93.7
3,3.9805,,140.2

N=32498720, D=48136472, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2416,,71.1
2,3.9614,,141.1
3,3.8828,,211.1

N=32498720, D=60832976, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1124,,89.6
2,3.9062,,178.8
3,3.8034,,268.1

N=32498720, D=63955048, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1332,,94.9
2,3.9045,,189.5
3,3.8323,,284.1

N=32498720, D=80014716, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0595,,118.1
2,3.8628,,235.7
3,3.7720,,353.1

N=32498720, D=86371212, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0017,,126.5
2,3.8342,,252.8
3,3.7536,,379.0

N=32498720, D=95958944, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9787,,140.2
2,3.8280,,279.9
3,3.7494,,419.6

N=32498720, D=105709240, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9620,,155.9
2,3.7874,,312.1
3,3.7163,,468.1

N=32498720, D=112019240, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9353,,164.6
2,3.7844,,329.2
3,3.7342,,494.0

N=32498720, D=127902380, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9143,,186.4
2,3.7806,,372.0
3,3.7508,,557.5

N=32498720, D=143919596, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9277,,213.2
2,3.8071,,426.4
3,3.7072,,648.8

N=32498720, D=159910092, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8675,,251.4
2,3.7492,,502.5
3,3.7285,,756.8

N=35368160, D=34995216, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5122,,68.8
2,4.0350,,135.8
3,3.8992,,202.6

N=35368160, D=52484112, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1474,,100.9
2,3.8143,,201.2
3,3.6405,,301.8

N=35368160, D=66496684, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0006,,128.4
2,3.6605,,256.0
3,3.5358,,384.3

N=35368160, D=69957396, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9950,,133.9
2,3.6844,,266.9
3,3.5444,,400.0

N=35368160, D=87475144, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8694,,168.8
2,3.5502,,337.2
3,3.4852,,506.2

N=35368160, D=94489056, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8512,,180.1
2,3.5609,,360.4
3,3.4628,,540.5

N=35368160, D=104977208, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7924,,200.7
2,3.5220,,401.0
3,3.4324,,601.4

N=35368160, D=115521948, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7528,,222.2
2,3.4876,,441.0
3,3.4177,,661.3

N=35368160, D=122534836, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7113,,233.9
2,3.4788,,468.3
3,3.3975,,708.6

N=35368160, D=139998924, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6623,,269.7
2,3.4367,,535.6
3,3.3656,,802.5

N=35368160, D=157246260, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5966,,301.8
2,3.4350,,603.9
3,3.3711,,907.9

N=35368160, D=175158124, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5651,,361.1
2,3.4202,,722.7
3,3.3378,,1082.2

N=40277184, D=39974752, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2526,,69.3
2,3.8792,,137.8
3,3.7430,,206.4

N=40277184, D=59949652, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0287,,103.5
2,3.7506,,206.5
3,3.6380,,309.6

N=40277184, D=76066840, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9393,,130.6
2,3.6892,,261.0
3,3.5788,,391.3

N=40277184, D=80014716, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9166,,139.1
2,3.6489,,277.9
3,3.5333,,416.8

N=40277184, D=100081752, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8514,,173.0
2,3.6072,,345.7
3,3.4763,,518.8

N=40277184, D=108193696, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8054,,185.5
2,3.5557,,370.9
3,3.5014,,556.4

N=40277184, D=119935436, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7333,,206.2
2,3.5491,,410.6
3,3.4540,,615.7

N=40277184, D=131972808, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7396,,225.5
2,3.5351,,450.3
3,3.4371,,676.2

N=40277184, D=139998924, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7131,,242.2
2,3.5041,,482.6
3,3.4366,,723.3

N=40277184, D=159910092, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6469,,278.1
2,3.4733,,553.9
3,3.4346,,830.8

N=40277184, D=179950676, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6282,,313.2
2,3.4555,,625.6
3,3.3847,,940.2

N=40277184, D=200053544, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6297,,370.0
2,3.4518,,749.0
3,3.3804,,1117.8

N=47949888, D=45041564, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2718,,117.0
2,3.7721,,232.7
3,3.6249,,348.4

N=47949888, D=67482344, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9048,,175.6
2,3.5533,,350.7
3,3.4207,,524.3

N=47949888, D=85485952, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8129,,219.9
2,3.5021,,438.5
3,3.3672,,659.2

N=47949888, D=89972576, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7327,,233.7
2,3.4497,,465.5
3,3.3301,,698.1

N=47949888, D=112621996, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6288,,295.2
2,3.3913,,587.8
3,3.2853,,881.2

N=47949888, D=121434416, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6151,,312.7
2,3.3661,,625.7
3,3.2893,,937.9

N=47949888, D=134953740, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5667,,349.2
2,3.3322,,698.7
3,3.2588,,1046.3

N=47949888, D=148618824, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5248,,380.3
2,3.3184,,761.3
3,3.2385,,1140.0

N=47949888, D=157246260, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4729,,407.5
2,3.3026,,816.9
3,3.2239,,1225.5

N=47949888, D=179950676, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4650,,470.3
2,3.2706,,938.4
3,3.1849,,1412.8

N=47949888, D=202722468, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4495,,525.9
2,3.2740,,1053.1
3,3.1852,,1584.0

N=47949888, D=225168608, WD=0.1 [colinear]
run_type=colinear,is_holdout=False,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4200,,583.8
2,3.2537,,1163.8
3,3.1818,,1747.3

N=5035656, D=30086108, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.8365,,59.4
2,5.1024,,118.5
3,5.0605,,177.5

N=10070160, D=59917176, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5299,,71.0
2,4.2329,,142.2
3,4.1460,,212.9

N=14411456, D=84027544, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3583,,238.7
2,4.0570,,476.9
3,3.9967,,715.9

N=19400928, D=114121848, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1532,,120.5
2,4.0096,,238.4
3,3.9284,,356.2

N=22796832, D=132067304, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9453,,388.7
2,3.7201,,778.5
3,3.6287,,1167.2

N=28819840, D=168169220, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6740,,277.0
2,3.4540,,553.4
3,3.4094,,833.6

N=32498720, D=192114772, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8840,,286.4
2,3.7370,,570.3
3,3.6888,,857.4

N=35368160, D=209914200, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5296,,405.4
2,3.3390,,808.8
3,3.3261,,1217.7

N=40277184, D=239978492, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5885,,415.4
2,3.4331,,831.4
3,3.3691,,1251.2

N=47949888, D=269710832, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3832,,724.1
2,3.2181,,1432.2
3,3.1254,,2149.7

N=55538432, D=54521904, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0387,,130.8
2,3.6815,,254.5
3,3.5552,,378.5

N=55538432, D=81823300, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7818,,188.5
2,3.5713,,374.4
3,3.4452,,560.3

N=55538432, D=103667868, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7251,,236.3
2,3.5094,,472.0
3,3.3655,,708.4

N=55538432, D=109245004, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7231,,251.6
2,3.5101,,501.4
3,3.3475,,752.1

N=55538432, D=136463868, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6382,,313.5
2,3.4693,,626.6
3,3.3223,,943.8

N=55538432, D=147301828, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6107,,337.3
2,3.4203,,675.6
3,3.3233,,1013.8

N=55538432, D=163607580, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5749,,373.2
2,3.4157,,746.0
3,3.3010,,1117.1

N=55538432, D=180099300, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5886,,408.2
2,3.3902,,820.1
3,3.2999,,1229.3

N=55538432, D=191067300, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5318,,434.3
2,3.3745,,871.0
3,3.2855,,1311.5

N=55538432, D=218308972, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5401,,501.7
2,3.3152,,999.8
3,3.2291,,1510.7

N=55538432, D=245688092, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4977,,560.3
2,3.3406,,1133.9
3,3.2472,,1706.7

N=55538432, D=272595420, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4955,,623.7
2,3.3210,,1263.0
3,3.2437,,1897.6

N=55538432, D=327285484, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4455,,781.3
2,3.2783,,1532.8
3,3.2182,,2294.4

N=55538432, D=338714544, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4669,,775.5
2,3.3221,,1554.2
3,3.2189,,2338.7

N=55538432, D=354718164, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4123,,804.6
2,3.2811,,1621.0
3,3.2297,,2440.9

N=55538432, D=365688460, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4039,,855.2
2,3.3188,,1706.6
3,3.2111,,2563.8

N=55538432, D=382110796, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4159,,888.7
2,3.2993,,1792.6
3,3.2340,,2687.9

N=63931136, D=365434600, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3149,,1294.9
2,3.1656,,2579.0
3,3.0684,,3877.4

N=63931136, D=377463568, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3043,,1347.7
2,3.1369,,2674.6
3,3.0784,,4009.4

N=63931136, D=395434296, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3059,,1399.9
2,3.1516,,2804.0
3,3.0739,,4195.2

N=63931136, D=407707876, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2670,,1471.7
2,3.1453,,2911.9
3,3.0724,,4360.0

N=63931136, D=425989620, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2933,,1510.9
2,3.1386,,3036.2
3,3.0640,,4576.5

N=68127488, D=384626584, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2927,,1577.3
2,3.1317,,3182.6
3,3.0527,,4796.1

N=68127488, D=396982212, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2745,,1631.7
2,3.1397,,3254.6
3,3.0278,,4881.8

N=68127488, D=416226976, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2947,,1704.4
2,3.1022,,3418.6
3,3.0260,,5140.6

N=68127488, D=429071044, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2713,,1786.9
2,3.1060,,3571.8
3,3.0008,,5354.8

N=68127488, D=448107860, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2433,,1854.0
2,3.1151,,3685.0
3,3.0323,,5531.1

N=76520192, D=421972968, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1712,,1626.2
2,3.0163,,3243.3
3,2.9608,,4873.0

N=76520192, D=436622700, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1636,,1659.6
2,3.0209,,3327.8
3,2.9309,,4988.9

N=76520192, D=457581604, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1612,,1734.9
2,3.0406,,3475.0
3,2.9293,,5225.0

N=76520192, D=471736556, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1579,,1832.9
2,3.0147,,3665.0
3,2.9257,,5514.5

N=76520192, D=492427672, WD=0.1 [colinear_holdout]
run_type=colinear_holdout,is_holdout=True,is_colinear=True
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1574,,1896.1
2,3.0194,,3787.3
3,2.9065,,5665.8

N=5035656, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4214,,612.9
2,4.3489,,1218.5
3,4.2925,,1816.4

N=10070160, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0064,,359.4
2,3.9135,,735.3
3,3.8460,,1091.7

N=14411456, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9329,,855.6
2,3.8333,,1721.1
3,3.7647,,2582.6

N=19400928, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9898,,319.5
2,3.9343,,639.2
3,3.8780,,955.5

N=22796832, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7000,,903.9
2,3.5798,,1802.4
3,3.4988,,2706.5

N=28819840, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5071,,498.3
2,3.3891,,1016.9
3,3.3078,,1524.4

N=32498720, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8002,,454.6
2,3.7292,,906.5
3,3.6618,,1360.6

N=35368160, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4675,,579.0
2,3.3510,,1159.5
3,3.2690,,1755.6

N=40277184, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5341,,524.8
2,3.4243,,1052.7
3,3.3429,,1603.3

N=47949888, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3516,,786.9
2,3.2212,,1578.0
3,3.1277,,2364.0

N=55538432, D=10065992, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.8729,,24.2
2,5.0285,,47.0
3,4.7853,,69.8

N=55538432, D=34926640, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3066,,81.1
2,3.9035,,161.4
3,3.7222,,241.7

N=55538432, D=59917176, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9354,,138.4
2,3.6411,,276.2
3,3.4972,,413.9

N=55538432, D=80038016, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8219,,183.6
2,3.5606,,365.6
3,3.4576,,547.7

N=55538432, D=100014252, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7252,,229.4
2,3.5209,,456.6
3,3.3843,,685.9

N=55538432, D=129787776, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6748,,296.6
2,3.4413,,592.3
3,3.3566,,890.8

N=55538432, D=150137936, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6332,,344.2
2,3.4375,,689.1
3,3.3358,,1033.9

N=55538432, D=180045336, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5782,,413.5
2,3.3931,,828.9
3,3.3049,,1244.9

N=55538432, D=200254156, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5546,,460.6
2,3.3648,,920.7
3,3.2256,,1383.5

N=55538432, D=224920352, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5048,,512.6
2,3.3505,,1025.3
3,3.2526,,1538.3

N=55538432, D=250214960, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4760,,566.5
2,3.3338,,1137.4
3,3.2504,,1712.1

N=55538432, D=275149476, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4892,,623.3
2,3.3097,,1251.2
3,3.2466,,1878.3

N=55538432, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4524,,696.2
2,3.3149,,1408.2
3,3.2200,,2116.2

N=55538432, D=324642960, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4210,,745.9
2,3.2859,,1506.6
3,3.2080,,2254.6

N=55538432, D=349877536, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4525,,800.5
2,3.2762,,1600.0
3,3.2142,,2404.2

N=55538432, D=400168596, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4090,,915.1
2,3.2859,,1846.9
3,3.2269,,2771.8

N=63931136, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3472,,1059.0
2,3.1923,,2124.8
3,3.0870,,3193.1

N=63931136, D=324642960, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3114,,1142.2
2,3.1545,,2296.7
3,3.0637,,3450.3

N=63931136, D=349877536, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3441,,1243.5
2,3.1503,,2481.5
3,3.0752,,3710.7

N=63931136, D=400168596, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2948,,1399.4
2,3.1504,,2814.4
3,3.0799,,4224.2

N=68127488, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3326,,1262.3
2,3.1727,,2509.1
3,3.0633,,3756.2

N=68127488, D=324642960, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2973,,1338.7
2,3.1378,,2685.4
3,3.0429,,4026.3

N=68127488, D=349877536, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3203,,1429.1
2,3.1206,,2864.1
3,3.0425,,4305.8

N=68127488, D=400168596, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2756,,1654.3
2,3.1261,,3308.3
3,3.0528,,4956.4

N=76520192, D=299953108, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2372,,1140.9
2,3.0851,,2296.0
3,2.9740,,3442.7

N=76520192, D=324642960, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2043,,1229.0
2,3.0555,,2464.6
3,2.9567,,3693.3

N=76520192, D=349877536, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.2262,,1330.1
2,3.0350,,2670.5
3,2.9556,,4000.5

N=76520192, D=374966212, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1931,,1455.5
2,3.0492,,2899.0
3,2.9326,,4330.5

N=76520192, D=400168596, WD=0.1 [holdout]
run_type=holdout,is_holdout=True,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.1853,,1502.3
2,3.0431,,3000.9
3,2.9652,,4503.3

N=5035656, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,9.1056,,21.2
2,7.1127,,41.0
3,6.6058,,60.8

N=5035656, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.5573,,71.7
2,5.0365,,140.4
3,4.9626,,208.7

N=5035656, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.0586,,120.8
2,4.7520,,241.2
3,4.6969,,361.0

N=5035656, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9083,,162.3
2,4.6428,,319.5
3,4.5651,,479.1

N=5035656, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.8224,,201.0
2,4.5701,,400.1
3,4.4674,,598.7

N=5035656, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6763,,253.7
2,4.4416,,507.4
3,4.4360,,762.1

N=5035656, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6467,,302.6
2,4.4376,,602.5
3,4.3871,,910.1

N=5035656, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5587,,362.5
2,4.3925,,722.3
3,4.3458,,1083.8

N=5035656, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5379,,399.2
2,4.3723,,796.4
3,4.3315,,1196.2

N=5035656, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5028,,443.5
2,4.3741,,898.7
3,4.3586,,1351.4

N=5035656, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4542,,509.5
2,4.3828,,1015.4
3,4.3119,,1529.4

N=5035656, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4869,,548.6
2,4.3278,,1098.5
3,4.2994,,1661.7

N=10070160, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.6844,,12.6
2,5.7164,,24.5
3,5.3580,,36.4

N=10070160, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.9437,,41.9
2,4.5178,,82.7
3,4.4272,,123.9

N=10070160, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5576,,78.4
2,4.2511,,149.3
3,4.1817,,220.2

N=10070160, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4099,,98.0
2,4.1549,,194.5
3,4.0755,,291.4

N=10070160, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3294,,122.1
2,4.1132,,240.5
3,4.0149,,358.7

N=10070160, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2027,,156.5
2,3.9944,,310.4
3,3.9813,,466.4

N=10070160, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1716,,180.9
2,3.9907,,360.7
3,3.9396,,541.3

N=10070160, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0955,,213.3
2,3.9568,,431.0
3,3.9074,,644.4

N=10070160, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1000,,238.6
2,3.9457,,477.1
3,3.8977,,721.2

N=10070160, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0742,,277.0
2,3.9454,,550.9
3,3.9131,,823.4

N=10070160, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0322,,297.9
2,3.9552,,595.6
3,3.8744,,893.7

N=10070160, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0628,,330.8
2,3.9081,,657.8
3,3.8732,,987.7

N=14411456, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,7.0756,,28.7
2,5.5976,,56.8
3,5.2976,,84.9

N=14411456, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.0025,,99.6
2,4.5654,,198.7
3,4.4502,,297.9

N=14411456, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5835,,168.3
2,4.2214,,336.0
3,4.1319,,503.6

N=14411456, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4210,,226.1
2,4.1177,,451.5
3,4.0234,,678.9

N=14411456, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3253,,283.7
2,4.0695,,565.8
3,3.9545,,847.9

N=14411456, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1723,,368.2
2,3.9332,,746.3
3,3.9079,,1114.2

N=14411456, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1302,,421.2
2,3.9216,,846.8
3,3.8583,,1270.1

N=14411456, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0473,,503.1
2,3.8769,,1012.7
3,3.8161,,1518.5

N=14411456, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0423,,564.4
2,3.8645,,1133.0
3,3.8108,,1699.4

N=14411456, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0099,,637.2
2,3.8660,,1277.3
3,3.8276,,1920.6

N=14411456, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9663,,700.4
2,3.8677,,1404.9
3,3.7816,,2110.9

N=14411456, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9899,,788.5
2,3.8127,,1575.7
3,3.7676,,2363.7

N=19400928, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.2889,,10.8
2,5.0078,,21.4
3,4.7880,,31.8

N=19400928, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.6056,,36.8
2,4.2829,,73.1
3,4.2042,,109.4

N=19400928, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3398,,62.5
2,4.1214,,124.4
3,4.0533,,186.3

N=19400928, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2492,,84.3
2,4.0613,,167.7
3,3.9873,,251.1

N=19400928, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2036,,103.9
2,4.0474,,207.4
3,3.9493,,310.8

N=19400928, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1112,,137.1
2,3.9496,,272.8
3,3.9395,,408.7

N=19400928, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1033,,159.5
2,3.9595,,316.2
3,3.9125,,472.2

N=19400928, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0485,,186.1
2,3.9392,,371.6
3,3.8953,,557.1

N=19400928, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0565,,219.0
2,3.9372,,427.8
3,3.8973,,636.8

N=19400928, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0405,,235.7
2,3.9475,,470.4
3,3.9246,,706.2

N=19400928, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0055,,258.3
2,3.9556,,516.6
3,3.8846,,774.8

N=19400928, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0380,,290.7
2,3.9095,,581.0
3,3.8767,,872.2

N=22796832, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.4616,,30.0
2,5.5468,,59.4
3,5.2225,,88.8

N=22796832, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.8841,,104.8
2,4.3669,,207.7
3,4.2386,,310.7

N=22796832, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3470,,177.5
2,3.9825,,354.0
3,3.8756,,530.5

N=22796832, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.2088,,236.2
2,3.8909,,471.1
3,3.7806,,707.6

N=22796832, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0842,,294.5
2,3.8163,,588.4
3,3.6886,,889.5

N=22796832, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9247,,384.0
2,3.6763,,770.8
3,3.6341,,1155.5

N=22796832, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9001,,440.5
2,3.6786,,897.0
3,3.6016,,1338.1

N=22796832, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8270,,528.7
2,3.6448,,1066.6
3,3.5728,,1598.0

N=22796832, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8173,,593.4
2,3.6265,,1185.6
3,3.5585,,1786.5

N=22796832, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7836,,665.2
2,3.6227,,1330.6
3,3.5716,,2000.2

N=22796832, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7377,,734.5
2,3.6243,,1471.8
3,3.5260,,2210.1

N=22796832, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7654,,816.6
2,3.5744,,1636.4
3,3.5145,,2459.7

N=28819840, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,6.1314,,17.3
2,5.2374,,34.0
3,4.9351,,50.6

N=28819840, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5939,,58.9
2,4.1199,,116.7
3,3.9915,,174.3

N=28819840, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1648,,98.5
2,3.8264,,196.6
3,3.7123,,294.7

N=28819840, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0039,,134.7
2,3.6974,,264.3
3,3.5757,,393.9

N=28819840, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9070,,165.1
2,3.6204,,330.2
3,3.4940,,494.4

N=28819840, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7595,,216.9
2,3.4956,,433.2
3,3.4457,,650.6

N=28819840, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7100,,248.6
2,3.4832,,496.1
3,3.4036,,746.1

N=28819840, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6199,,296.5
2,3.4386,,594.5
3,3.3688,,903.3

N=28819840, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6210,,332.0
2,3.4311,,664.4
3,3.3599,,998.0

N=28819840, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5870,,370.5
2,3.4307,,743.7
3,3.3752,,1120.2

N=28819840, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5495,,419.7
2,3.4229,,842.1
3,3.3279,,1259.5

N=28819840, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5651,,460.3
2,3.3816,,927.1
3,3.3256,,1410.6

N=32498720, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.6367,,15.1
2,4.8258,,29.7
3,4.5764,,44.4

N=32498720, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4125,,51.8
2,4.0824,,103.0
3,3.9855,,154.2

N=32498720, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1409,,87.9
2,3.9180,,175.4
3,3.8324,,262.9

N=32498720, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0595,,117.0
2,3.8628,,233.2
3,3.7720,,349.2

N=32498720, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0140,,146.2
2,3.8459,,292.2
3,3.7338,,438.1

N=32498720, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9250,,192.0
2,3.7501,,382.8
3,3.7212,,573.6

N=32498720, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9168,,220.7
2,3.7584,,441.0
3,3.6968,,662.1

N=32498720, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8639,,262.9
2,3.7379,,525.4
3,3.6817,,788.2

N=32498720, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8708,,293.7
2,3.7360,,587.5
3,3.6825,,884.1

N=32498720, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8531,,334.5
2,3.7449,,669.3
3,3.7090,,1003.1

N=32498720, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8191,,369.9
2,3.7518,,740.8
3,3.6688,,1110.9

N=32498720, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8511,,412.2
2,3.7091,,829.4
3,3.6655,,1245.0

N=35368160, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.9845,,20.2
2,5.1515,,39.2
3,4.8401,,58.3

N=35368160, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.5131,,67.9
2,4.0352,,135.0
3,3.8992,,202.4

N=35368160, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.1076,,114.8
2,3.7465,,228.2
3,3.6149,,341.9

N=35368160, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9281,,152.4
2,3.6195,,304.3
3,3.4967,,456.4

N=35368160, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8331,,190.1
2,3.5486,,380.5
3,3.4191,,570.2

N=35368160, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6977,,247.2
2,3.4383,,495.2
3,3.3834,,744.9

N=35368160, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6569,,286.7
2,3.4361,,574.2
3,3.3537,,871.2

N=35368160, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5730,,355.2
2,3.3892,,701.9
3,3.3168,,1052.7

N=35368160, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5688,,380.9
2,3.3863,,763.0
3,3.3131,,1151.0

N=35368160, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5398,,431.0
2,3.3854,,866.5
3,3.3287,,1301.7

N=35368160, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5034,,478.2
2,3.3820,,958.5
3,3.2858,,1440.9

N=35368160, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5144,,535.4
2,3.3377,,1073.7
3,3.2787,,1621.0

N=40277184, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.7312,,17.8
2,4.8979,,35.2
3,4.6195,,52.5

N=40277184, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.3488,,60.6
2,3.9597,,120.6
3,3.8375,,180.8

N=40277184, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0287,,105.1
2,3.7506,,209.1
3,3.6380,,313.2

N=40277184, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.9166,,136.7
2,3.6489,,272.8
3,3.5333,,409.1

N=40277184, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8514,,177.6
2,3.6072,,348.5
3,3.4763,,519.5

N=40277184, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7309,,223.5
2,3.4934,,447.0
3,3.4413,,678.4

N=40277184, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7012,,258.3
2,3.4942,,516.0
3,3.4125,,777.7

N=40277184, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6282,,313.6
2,3.4555,,627.7
3,3.3847,,941.8

N=40277184, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6297,,344.3
2,3.4518,,688.9
3,3.3804,,1032.7

N=40277184, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.6007,,387.2
2,3.4536,,777.2
3,3.3998,,1161.1

N=40277184, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5610,,433.8
2,3.4490,,867.1
3,3.3531,,1304.3

N=40277184, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5819,,482.8
2,3.4085,,966.9
3,3.3516,,1454.7

N=47949888, D=9993316, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,5.9325,,26.5
2,5.2405,,52.5
3,4.8980,,78.4

N=47949888, D=34995216, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.4637,,90.6
2,3.9306,,180.3
3,3.7569,,270.1

N=47949888, D=59949652, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,4.0448,,156.9
2,3.6049,,313.1
3,3.4670,,470.4

N=47949888, D=80014716, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.8443,,205.3
2,3.5057,,409.9
3,3.3745,,615.7

N=47949888, D=100081752, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.7121,,260.4
2,3.4301,,519.8
3,3.2895,,778.2

N=47949888, D=129965380, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5704,,334.8
2,3.3180,,670.0
3,3.2485,,1004.5

N=47949888, D=150189524, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.5425,,386.6
2,3.3121,,784.1
3,3.2175,,1170.3

N=47949888, D=179950676, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4651,,470.9
2,3.2705,,945.2
3,3.1851,,1415.7

N=47949888, D=200053544, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4570,,517.8
2,3.2556,,1049.9
3,3.1685,,1572.0

N=47949888, D=225168608, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.4201,,579.8
2,3.2537,,1165.3
3,3.1824,,1757.4

N=47949888, D=249919560, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3860,,652.1
2,3.2476,,1306.1
3,3.1382,,1974.2

N=47949888, D=275461996, WD=0.1 [nxd_grid]
run_type=nxd_grid,is_holdout=False,is_colinear=False
Epoch,Train Loss,Val Loss,Cumulative Time (s)
1,3.3965,,730.2
2,3.2039,,1456.1
3,3.1330,,2178.8