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order[order=1]
founding-streams/enwik9:enwik9_200M
0
7,724,710.160549
[ 19656.319544468282, 37453.19591582341, 54761.33218989864, 72073.83806584946, 88317.09863394196, 104058.93837349238, 119395.24463651632, 134511.7534166943, 150780.59646888197, 166955.82101844458, 183320.5377349022, 198771.46729485271, 214096.2636534097, 229908.10546795244, 246611.80805943...
order[order=1]
founding-streams/enwik9:enwik9_500M
0
6,900,999.595614
[ 19163.168940078944, 34410.06826167246, 48735.02237944076, 63124.314550415, 77110.83726455427, 93983.73698325576, 109030.19679430893, 123854.13233953736, 139014.71386118964, 153445.10566170738, 167810.21408273737, 182373.0262187711, 196622.38171605644, 211041.45847626988, 225337.238692593...
order[order=1]
founding-streams/enwik9:enwik9_800M
0
7,712,145.632172
[ 18631.830722793646, 36470.85299101987, 47924.66366979464, 61311.337338564634, 77155.8856538313, 94754.45110201849, 111985.1743981132, 129914.9909786175, 148240.5178180961, 166394.6013984567, 183123.79110759587, 199425.82476288723, 216615.97293117415, 232930.09143919265, 249243.1287219264...
order[order=2]
founding-streams/enwik9:enwik9_200M
0
6,414,680.022342
[ 21544.30170357781, 42241.26710820892, 60451.69035563195, 78192.70743564997, 95465.30221193502, 111332.72532743639, 126159.91405665234, 140541.2986185454, 155784.8720424987, 170781.04391501725, 186274.14648837488, 200552.1478205007, 214772.72825752967, 229411.57367286543, 243809.911018314...
order[order=2]
founding-streams/enwik9:enwik9_500M
0
4,272,388.418901
[ 21317.741900189445, 35304.89830625296, 47134.5816459245, 58284.85433326842, 68556.71219229263, 84217.98087004258, 96162.41439414052, 108055.77621708094, 120978.24957929859, 131557.80372138944, 141647.773537634, 151952.1831530159, 161653.0626208991, 171867.29711507465, 181699.19581916544,...
order[order=2]
founding-streams/enwik9:enwik9_800M
0
5,903,872.614739
[ 20364.470997717362, 40412.857245228595, 48603.874787522815, 60046.294467277956, 74487.72354435372, 91654.840114516, 108619.61122884192, 126032.90040263686, 143885.13577459878, 160433.1992580512, 175907.13324632385, 191341.4686815737, 207109.62471433321, 221877.54902685867, 236171.3074858...
order[order=3]
founding-streams/enwik9:enwik9_200M
0
6,063,846.057098
[ 23267.486145853672, 48427.4432110789, 70482.57761947667, 91310.47016707681, 112986.17838686847, 132468.84414715544, 150551.408710235, 167810.32761245256, 185696.5141849829, 202876.31292006632, 220769.22050305476, 236923.50808232592, 253311.0806598162, 269902.3884811791, 285119.380058823,...
order[order=3]
founding-streams/enwik9:enwik9_500M
0
3,094,893.255322
[ 23664.62391744472, 38844.69384624473, 51158.751503637446, 62380.4055991966, 72504.42496551828, 89550.96760131588, 101630.40210295148, 113947.9253159379, 127769.30858694036, 138024.10585741166, 147465.84626809807, 157089.2994765597, 165657.52591591884, 175234.51912516632, 184057.431825882...
order[order=3]
founding-streams/enwik9:enwik9_800M
0
5,495,907.714973
[ 21962.53229475938, 45411.18217272932, 54082.70332118128, 66384.57228740012, 82645.34243886838, 102890.62144432966, 123281.27953204521, 143427.68634024233, 163636.38930295553, 181924.36717125258, 199514.53730208558, 217542.74194303656, 235082.49190797049, 251886.7016828796, 267595.6711866...
ppm[order=2]
founding-streams/enwik9:enwik9_200M
0
6,235,543.465801
[ 14807.923115449004, 30299.355236926018, 44470.19903952575, 58730.44962275648, 73030.24728126558, 86497.42183327844, 99439.18802189073, 112131.4593526304, 125214.30884212459, 138198.51598537408, 151774.2576600558, 164576.89343575618, 177557.75417145208, 190765.71750734618, 203619.58600069...
ppm[order=2]
founding-streams/enwik9:enwik9_500M
0
4,142,210.874946
[ 14270.18604407843, 23520.780314779815, 31786.638447154484, 39780.954681737945, 47393.55968719272, 60278.29273935599, 69931.5853907998, 79684.69342274444, 90614.91158830297, 99393.62458545121, 107884.97533658854, 116576.74195124705, 124853.41443009218, 133613.402831653, 142110.92709077403...
ppm[order=2]
founding-streams/enwik9:enwik9_800M
0
5,714,359.998191
[ 13835.039186071783, 28417.021628979226, 33818.322273935744, 42201.45155391337, 53698.69838530474, 67819.76369218758, 82392.59467462059, 97401.37106984032, 112954.43420159591, 126929.42496893487, 140318.6360684899, 154267.615563288, 167916.30126914673, 181023.52709374044, 193523.798771492...
ppm[order=4]
founding-streams/enwik9:enwik9_200M
0
4,660,047.721903
[ 13915.601387761742, 28699.58056564196, 41466.89470829322, 54015.26742648568, 67369.95993432017, 79194.36622245524, 90543.12213336353, 101278.51289910896, 112058.27014656215, 122853.8484847558, 134476.46833014942, 144476.47076700203, 155311.78885798962, 166044.8965687522, 175923.495470005...
ppm[order=4]
founding-streams/enwik9:enwik9_500M
0
2,022,552.302966
[ 13317.46177643629, 19506.852265402023, 24054.60688964592, 28356.828725574564, 32326.480906508168, 43294.19555651651, 49648.026112098996, 56227.64955018264, 64457.2743877931, 69482.08656940235, 73968.29050199452, 78467.00467801346, 82451.6431773486, 87412.99667320501, 91877.48808724801, ...
ppm[order=4]
founding-streams/enwik9:enwik9_800M
0
4,102,551.906606
[ 13119.229416906179, 26891.859933919946, 30973.67417172466, 37339.02682401863, 46728.727326242464, 58745.06873346003, 71289.89605090737, 84289.73719959712, 97555.32447743401, 108472.35457573674, 119660.87440141263, 131294.4936702757, 141056.37780689768, 151609.12398249394, 161065.82797529...
uniform
enwik9:enwik8_10M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik8_10M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik8_40M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik8_40M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik8_70M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik8_70M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_200M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_200M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_500M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_500M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_800M
0
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
uniform
enwik9:enwik9_800M
1
16,000,000
[ 32768, 65536, 98304, 131072, 163840, 196608, 229376, 262144, 294912, 327680, 360448, 393216, 425984, 458752, 491520, 524288, 557056, 589824, 622592, 655360, 688128, 720896, 753664, 786432, 819200, 851968, 884736, 917504, 950272, 983040, 1015808, 1048576,...
End of preview. Expand in Data Studio

clar curves

Loss curves of the runs reported by papers in continual-learning-autoresearch: one parquet file per paper and experiment, <paper>/<experiment>.parquet, with one row per run (arm, stream, seed, bits_stream, and the cumulative bits after every 4096 bytes). Each paper pins its files by commit and sha256, and clar checks them against the paper's rows. The streams are cut from enwik9 (Wikipedia, CC-BY-SA-3.0).

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