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results.txt
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results.txt
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babi: 1
babi: 1
accuracy: 34.70 percent epoch: 0accuracy: 49.10 percent epoch: 0 time: 98.26604795455933
accuracy: 52.60 percent epoch: 1accuracy: 49.00 percent epoch: 1 time: 104.5730357170105
accuracy: 54.70 percent epoch: 2accuracy: 50.10 percent epoch: 2 time: 19904.041692495346
accuracy: 53.90 percent epoch: 3accuracy: 50.80 percent epoch: 3 time: 103.96890425682068
accuracy: 55.30 percent epoch: 4accuracy: 49.80 percent epoch: 4 time: 102.54515290260315
accuracy: 57.40 percent epoch: 5accuracy: 50.90 percent epoch: 5 time: 113.34762787818909
accuracy: 64.10 percent epoch: 6accuracy: 70.90 percent epoch: 6 time: 99.64765954017639
accuracy: 83.20 percent epoch: 7accuracy: 88.90 percent epoch: 7 time: 102.12425231933594
accuracy: 98.40 percent epoch: 8accuracy: 99.30 percent epoch: 8 time: 98.48443007469177
accuracy: 100.00 percent epoch: 9accuracy: 99.50 percent epoch: 9 time: 101.52292966842651
babi: 2
accuracy: 18.20 percent epoch: 0accuracy: 18.70 percent epoch: 0 time: 209.03407335281372
accuracy: 19.50 percent epoch: 1accuracy: 17.50 percent epoch: 1 time: 218.10765862464905
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accuracy: 59.30 percent epoch: 10accuracy: 35.00 percent epoch: 10 time: 234.98748064041138
accuracy: 67.70 percent epoch: 11accuracy: 34.20 percent epoch: 11 time: 235.93264770507812
accuracy: 72.30 percent epoch: 12accuracy: 34.80 percent epoch: 12 time: 261.1934332847595
accuracy: 78.60 percent epoch: 13accuracy: 33.90 percent epoch: 13 time: 217.02847266197205
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accuracy: 87.40 percent epoch: 15accuracy: 34.80 percent epoch: 15 time: 198.71122241020203
accuracy: 91.50 percent epoch: 16accuracy: 35.10 percent epoch: 16 time: 198.91469645500183
accuracy: 93.40 percent epoch: 17accuracy: 34.90 percent epoch: 17 time: 201.01827144622803
accuracy: 95.00 percent epoch: 18accuracy: 32.10 percent epoch: 18 time: 203.98591899871826
accuracy: 96.20 percent epoch: 19accuracy: 35.60 percent epoch: 19 time: 215.54078030586243
babi: 3
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accuracy: 21.90 percent epoch: 1accuracy: 21.30 percent epoch: 1 time: 631.836056470871
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accuracy: 29.40 percent epoch: 9accuracy: 20.20 percent epoch: 9 time: 543.4653549194336
accuracy: 32.30 percent epoch: 10accuracy: 26.10 percent epoch: 10 time: 608.5559551715851
accuracy: 35.70 percent epoch: 11accuracy: 28.10 percent epoch: 11 time: 657.6891524791718
accuracy: 41.10 percent epoch: 12accuracy: 27.40 percent epoch: 12 time: 814.3313202857971
accuracy: 48.10 percent epoch: 13accuracy: 31.80 percent epoch: 13 time: 586.8772735595703
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accuracy: 69.20 percent epoch: 16accuracy: 33.90 percent epoch: 16 time: 528.0819978713989
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accuracy: 80.80 percent epoch: 18accuracy: 34.00 percent epoch: 18 time: 547.5275847911835
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accuracy: 98.00 percent epoch: 26accuracy: 30.90 percent epoch: 26 time: 535.6744496822357
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accuracy: 98.20 percent epoch: 28accuracy: 33.10 percent epoch: 28 time: 534.1713972091675
accuracy: 98.90 percent epoch: 29accuracy: 30.60 percent epoch: 29 time: 538.6656873226166
babi: 1
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accuracy: 31.40 percent epoch: 0accuracy: 50.00 percent epoch: 0 time: 104.94048476219177
babi: 4
accuracy: 16.80 percent epoch: 0accuracy: 18.00 percent epoch: 0 time: 56.885056257247925
accuracy: 19.30 percent epoch: 1accuracy: 20.00 percent epoch: 1 time: 56.681493043899536
accuracy: 28.90 percent epoch: 2accuracy: 44.70 percent epoch: 2 time: 56.5460991859436
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accuracy: 84.90 percent epoch: 9accuracy: 77.10 percent epoch: 9 time: 56.12304878234863
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accuracy: 85.40 percent epoch: 11accuracy: 76.20 percent epoch: 11 time: 56.2615430355072
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accuracy: 88.30 percent epoch: 18accuracy: 75.80 percent epoch: 18 time: 55.7330379486084
accuracy: 88.50 percent epoch: 19accuracy: 76.90 percent epoch: 19 time: 56.28968262672424
accuracy: 90.30 percent epoch: 20accuracy: 75.00 percent epoch: 20 time: 55.92570900917053
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accuracy: 94.10 percent epoch: 30accuracy: 77.80 percent epoch: 30 time: 57.05360293388367
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accuracy: 95.70 percent epoch: 32accuracy: 77.60 percent epoch: 32 time: 56.14183568954468
accuracy: 96.10 percent epoch: 33accuracy: 79.10 percent epoch: 33 time: 56.410295248031616
accuracy: 96.10 percent epoch: 34accuracy: 78.50 percent epoch: 34 time: 55.716503858566284
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accuracy: 99.60 percent epoch: 49accuracy: 83.80 percent epoch: 49 time: 212.93015956878662
babi: 5
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accuracy: 50.40 percent epoch: 0accuracy: 50.30 percent epoch: 0 time: 96.51866745948792
babi: 5
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accuracy: 47.90 percent epoch: 0accuracy: 48.80 percent epoch: 0 time: 132.93396854400635
accuracy: 66.00 percent epoch: 1accuracy: 72.10 percent epoch: 1 time: 142.80476450920105
accuracy: 77.90 percent epoch: 2accuracy: 78.50 percent epoch: 2 time: 163.07675957679749
accuracy: 78.70 percent epoch: 3accuracy: 80.30 percent epoch: 3 time: 138.1045286655426
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accuracy: 81.00 percent epoch: 5accuracy: 78.60 percent epoch: 5 time: 135.54458904266357
accuracy: 81.20 percent epoch: 6accuracy: 79.50 percent epoch: 6 time: 161.68466758728027
accuracy: 83.00 percent epoch: 7accuracy: 74.70 percent epoch: 7 time: 144.07237076759338
accuracy: 81.80 percent epoch: 8accuracy: 74.40 percent epoch: 8 time: 141.25514268875122
accuracy: 83.30 percent epoch: 9accuracy: 79.00 percent epoch: 9 time: 143.11962938308716
accuracy: 85.50 percent epoch: 10accuracy: 77.70 percent epoch: 10 time: 134.1248698234558
accuracy: 86.60 percent epoch: 11accuracy: 81.70 percent epoch: 11 time: 127.4038143157959
accuracy: 87.40 percent epoch: 12accuracy: 78.90 percent epoch: 12 time: 126.02539825439453
accuracy: 90.20 percent epoch: 13accuracy: 78.20 percent epoch: 13 time: 125.8091926574707
accuracy: 91.40 percent epoch: 14accuracy: 80.40 percent epoch: 14 time: 125.9942524433136
accuracy: 93.60 percent epoch: 15accuracy: 78.90 percent epoch: 15 time: 124.99129462242126
accuracy: 95.10 percent epoch: 16accuracy: 77.20 percent epoch: 16 time: 125.40659284591675
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accuracy: 95.80 percent epoch: 18accuracy: 79.30 percent epoch: 18 time: 126.27284526824951
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babi: 1
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accuracy: 29.10 percent epoch: 0accuracy: 34.50 percent epoch: 0babi: 1
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accuracy: 2.60 percent epoch: 0accuracy: 4.16 percent epoch: 0 time: 75.19215416908264
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accuracy: 21.90 percent epoch: 0accuracy: 24.30 percent epoch: 0 time: 83.67907977104187
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accuracy: 28.40 percent epoch: 0accuracy: 44.30 percent epoch: 0 time: 94.72782063484192
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accuracy: 59.50 percent epoch: 7accuracy: 44.70 percent epoch: 7 time: 82.19908142089844
accuracy: 59.80 percent epoch: 8accuracy: 46.80 percent epoch: 8 time: 82.80269289016724
accuracy: 60.70 percent epoch: 9accuracy: 46.70 percent epoch: 9 time: 83.68809056282043
accuracy: 63.70 percent epoch: 10accuracy: 47.30 percent epoch: 10 time: 86.80946207046509
accuracy: 63.80 percent epoch: 11accuracy: 49.70 percent epoch: 11 time: 87.5679521560669
accuracy: 66.70 percent epoch: 12accuracy: 48.80 percent epoch: 12 time: 81.32199263572693
accuracy: 70.90 percent epoch: 13accuracy: 51.10 percent epoch: 13 time: 55.15679049491882
accuracy: 72.40 percent epoch: 14accuracy: 51.80 percent epoch: 14 time: 54.66637635231018
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 19.60 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 100.6676836013794
accuracy: 18.30 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 93.15094661712646
accuracy: 18.80 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 86.22099614143372
accuracy: 20.90 percent epoch: 3accuracy: 23.80 percent epoch: 3 time: 258.49234890937805
babi: 1
babi: 1
accuracy: 20.00 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 65.29479789733887
accuracy: 18.30 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 65.03076648712158
accuracy: 18.40 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 53.1594762802124
accuracy: 18.40 percent epoch: 3accuracy: 17.70 percent epoch: 3 time: 51.522093534469604
accuracy: 20.80 percent epoch: 4accuracy: 21.10 percent epoch: 4 time: 63.20095944404602
accuracy: 31.40 percent epoch: 5accuracy: 27.10 percent epoch: 5 time: 58.201926946640015
accuracy: 40.00 percent epoch: 6accuracy: 37.70 percent epoch: 6 time: 52.70677590370178
accuracy: 44.70 percent epoch: 7accuracy: 42.90 percent epoch: 7 time: 52.600085496902466
accuracy: 48.00 percent epoch: 8accuracy: 44.80 percent epoch: 8 time: 64.85950899124146
accuracy: 49.70 percent epoch: 9accuracy: 45.80 percent epoch: 9 time: 66.38117742538452
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
babi: 1
accuracy: 19.40 percent epoch: 0accuracy: 15.70 percent epoch: 0 time: 47.357449769973755
accuracy: 18.00 percent epoch: 1accuracy: 15.70 percent epoch: 1 time: 64.9813117980957
accuracy: 18.60 percent epoch: 2accuracy: 15.70 percent epoch: 2 time: 62.977930784225464
accuracy: 20.50 percent epoch: 3accuracy: 17.00 percent epoch: 3 time: 66.71140456199646
accuracy: 29.00 percent epoch: 4accuracy: 33.20 percent epoch: 4 time: 58.838446855545044
accuracy: 39.20 percent epoch: 5accuracy: 42.00 percent epoch: 5 time: 57.986183881759644
accuracy: 46.60 percent epoch: 6accuracy: 46.70 percent epoch: 6 time: 60.68377876281738
accuracy: 48.80 percent epoch: 7accuracy: 46.60 percent epoch: 7 time: 57.23538064956665
accuracy: 51.10 percent epoch: 8accuracy: 47.20 percent epoch: 8 time: 55.80278038978577
accuracy: 52.50 percent epoch: 9accuracy: 46.10 percent epoch: 9 time: 57.35043740272522
babi: 1