first commit

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Zhiming Hu 2025-04-30 14:15:00 +02:00
parent 99ce0acafb
commit 8f6b6a34e7
73 changed files with 11656 additions and 0 deletions

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.6745207058933649,0.8722085664853889,0.6619414385512743,0.8330426198868408
20.0,0.0018867680126765363,0.6745207054940767,0.8948185154648364,0.6619414385512743,0.8627868126688715
30.0,0.0011296777049628276,0.674520705352511,0.908833516738123,0.6619414385512743,0.8652105219446476
40.0,0.0006763797713952794,0.6745207055067813,0.915962817709497,0.6619414385512743,0.8569523197573703
50.0,0.0004049735540879638,0.6745207047935076,0.9201425524065895,0.6619414385512743,0.8638178665451156
60.0,0.00024247262624711545,0.674520706799023,0.9228809992886139,0.6619414385512743,0.8646388007627592
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6745207058933649 0.8722085664853889 0.6619414385512743 0.8330426198868408
3 20.0 0.0018867680126765363 0.6745207054940767 0.8948185154648364 0.6619414385512743 0.8627868126688715
4 30.0 0.0011296777049628276 0.674520705352511 0.908833516738123 0.6619414385512743 0.8652105219446476
5 40.0 0.0006763797713952794 0.6745207055067813 0.915962817709497 0.6619414385512743 0.8569523197573703
6 50.0 0.0004049735540879638 0.6745207047935076 0.9201425524065895 0.6619414385512743 0.8638178665451156
7 60.0 0.00024247262624711545 0.674520706799023 0.9228809992886139 0.6619414385512743 0.8646388007627592

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0006710886400000004,7.775465094474378,21.685016596478096,9.080147244893045,22.25119689216382
20.0,7.205759403792802e-05,7.335939544994145,21.685016544265725,8.836104823252782,22.25119689216382
30.0,7.73712524553364e-06,7.269482698812543,21.68501663562285,8.795702427614733,22.25119689216382
40.0,8.307674973655742e-07,7.256998672841371,21.685016551757823,8.785421505532184,22.25119689216382
50.0,8.920298079412272e-08,7.269379717798182,21.68501661848976,8.782566600764051,22.25119689216382
60.0,9.578097130411839e-09,7.259323381483945,21.685016565057747,8.782792238863054,22.25119689216382
70.0,1.028440348325758e-09,7.265019663627232,21.685016472364822,8.782802083944372,22.25119689216382
80.0,1.1042794154864952e-10,7.262544146220354,21.685016528410358,8.782802388717515,22.25119689216382
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0006710886400000004 7.775465094474378 21.685016596478096 9.080147244893045 22.25119689216382
3 20.0 7.205759403792802e-05 7.335939544994145 21.685016544265725 8.836104823252782 22.25119689216382
4 30.0 7.73712524553364e-06 7.269482698812543 21.68501663562285 8.795702427614733 22.25119689216382
5 40.0 8.307674973655742e-07 7.256998672841371 21.685016551757823 8.785421505532184 22.25119689216382
6 50.0 8.920298079412272e-08 7.269379717798182 21.68501661848976 8.782566600764051 22.25119689216382
7 60.0 9.578097130411839e-09 7.259323381483945 21.685016565057747 8.782792238863054 22.25119689216382
8 70.0 1.028440348325758e-09 7.265019663627232 21.685016472364822 8.782802083944372 22.25119689216382
9 80.0 1.1042794154864952e-10 7.262544146220354 21.685016528410358 8.782802388717515 22.25119689216382

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.6816170010865429,0.852783038866365,0.7241098171488276,0.8022957816714968
20.0,0.0018867680126765363,0.6816170011223602,0.8716868679089899,0.7241098171488276,0.819822787597355
30.0,0.0011296777049628276,0.6816170013059245,0.8825985085263077,0.7241098171488276,0.8229033185732267
40.0,0.0006763797713952794,0.6816170021420371,0.8881970469835044,0.7241098171488276,0.8239226446778548
50.0,0.0004049735540879638,0.6816170025595338,0.8919577810969009,0.7241098171488276,0.8248788276437122
60.0,0.00024247262624711545,0.6816170014827729,0.8943664556306086,0.7241098171488276,0.8249509930207405
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6816170010865429 0.852783038866365 0.7241098171488276 0.8022957816714968
3 20.0 0.0018867680126765363 0.6816170011223602 0.8716868679089899 0.7241098171488276 0.819822787597355
4 30.0 0.0011296777049628276 0.6816170013059245 0.8825985085263077 0.7241098171488276 0.8229033185732267
5 40.0 0.0006763797713952794 0.6816170021420371 0.8881970469835044 0.7241098171488276 0.8239226446778548
6 50.0 0.0004049735540879638 0.6816170025595338 0.8919577810969009 0.7241098171488276 0.8248788276437122
7 60.0 0.00024247262624711545 0.6816170014827729 0.8943664556306086 0.7241098171488276 0.8249509930207405

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.74235833757656,22.929272996737275,10.080445969203966,23.691519417545646
20.0,0.0018867680126765363,7.879988509958766,22.92927302668063,9.581555476071555,23.691519417545646
30.0,0.0011296777049628276,7.3950617451102945,22.929273043729715,9.036600356479111,23.691519417545646
40.0,0.0006763797713952794,7.07688238604103,22.92927304215375,8.760339399561913,23.691519417545646
50.0,0.0004049735540879638,6.9027446432564235,22.929273003757487,8.635063652772557,23.691519417545646
60.0,0.00024247262624711545,6.775644442450048,22.929273132700157,8.549054237754392,23.691519417545646
70.0,0.00014517731808828924,6.714401105429294,22.929273023958505,8.694673094179414,23.691519417545646
80.0,8.69230230790188e-05,6.677202380895346,22.92927304903069,8.57591808497942,23.691519417545646
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.74235833757656 22.929272996737275 10.080445969203966 23.691519417545646
3 20.0 0.0018867680126765363 7.879988509958766 22.92927302668063 9.581555476071555 23.691519417545646
4 30.0 0.0011296777049628276 7.3950617451102945 22.929273043729715 9.036600356479111 23.691519417545646
5 40.0 0.0006763797713952794 7.07688238604103 22.92927304215375 8.760339399561913 23.691519417545646
6 50.0 0.0004049735540879638 6.9027446432564235 22.929273003757487 8.635063652772557 23.691519417545646
7 60.0 0.00024247262624711545 6.775644442450048 22.929273132700157 8.549054237754392 23.691519417545646
8 70.0 0.00014517731808828924 6.714401105429294 22.929273023958505 8.694673094179414 23.691519417545646
9 80.0 8.69230230790188e-05 6.677202380895346 22.92927304903069 8.57591808497942 23.691519417545646

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.7021381167567796,0.8402169120884563,0.6901813036133927,0.8264494744106567
20.0,0.0018867680126765363,0.7021381167072633,0.8624022141829342,0.6901813036133927,0.8494821318172411
30.0,0.0011296777049628276,0.7021381160817937,0.8747672176315217,0.6901813036133927,0.8499820602572988
40.0,0.0006763797713952794,0.7021381155110528,0.8815414452682059,0.6901813036133927,0.8484319224921495
50.0,0.0004049735540879638,0.7021381158498488,0.8865171791290529,0.6901813036133927,0.8488455337082769
60.0,0.00024247262624711545,0.7021381161156733,0.8899246960738945,0.6901813036133927,0.847752164009063
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.7021381167567796 0.8402169120884563 0.6901813036133927 0.8264494744106567
3 20.0 0.0018867680126765363 0.7021381167072633 0.8624022141829342 0.6901813036133927 0.8494821318172411
4 30.0 0.0011296777049628276 0.7021381160817937 0.8747672176315217 0.6901813036133927 0.8499820602572988
5 40.0 0.0006763797713952794 0.7021381155110528 0.8815414452682059 0.6901813036133927 0.8484319224921495
6 50.0 0.0004049735540879638 0.7021381158498488 0.8865171791290529 0.6901813036133927 0.8488455337082769
7 60.0 0.00024247262624711545 0.7021381161156733 0.8899246960738945 0.6901813036133927 0.847752164009063

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.839351579997135,23.505237637305886,9.701928491884642,22.82643943394779
20.0,0.0018867680126765363,8.0279754825312,23.505237625713846,9.222408025492149,22.82643943394779
30.0,0.0011296777049628276,7.478540301192631,23.50523756792046,8.860391529150753,22.82643943394779
40.0,0.0006763797713952794,7.155920212053355,23.505237645728876,8.689459985116457,22.82643943394779
50.0,0.0004049735540879638,6.943932257432076,23.505237599193936,8.75292004044837,22.82643943394779
60.0,0.00024247262624711545,6.828086620144171,23.505237697934735,8.7168934796975,22.82643943394779
70.0,0.00014517731808828924,6.745624930361051,23.505237540900172,8.723768544186793,22.82643943394779
80.0,8.69230230790188e-05,6.688888099966966,23.505237563083494,8.702503739012487,22.82643943394779
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.839351579997135 23.505237637305886 9.701928491884642 22.82643943394779
3 20.0 0.0018867680126765363 8.0279754825312 23.505237625713846 9.222408025492149 22.82643943394779
4 30.0 0.0011296777049628276 7.478540301192631 23.50523756792046 8.860391529150753 22.82643943394779
5 40.0 0.0006763797713952794 7.155920212053355 23.505237645728876 8.689459985116457 22.82643943394779
6 50.0 0.0004049735540879638 6.943932257432076 23.505237599193936 8.75292004044837 22.82643943394779
7 60.0 0.00024247262624711545 6.828086620144171 23.505237697934735 8.7168934796975 22.82643943394779
8 70.0 0.00014517731808828924 6.745624930361051 23.505237540900172 8.723768544186793 22.82643943394779
9 80.0 8.69230230790188e-05 6.688888099966966 23.505237563083494 8.702503739012487 22.82643943394779

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.7052336015288246,0.8534142175928565,0.661994266023742,0.8135229105560388
20.0,0.0018867680126765363,0.7052336013105647,0.8725956164871361,0.661994266023742,0.831561643393579
30.0,0.0011296777049628276,0.7052336017095152,0.883130780337477,0.661994266023742,0.8272765153270717
40.0,0.0006763797713952794,0.7052336016146974,0.8908625688394565,0.661994266023742,0.8306551724193417
50.0,0.0004049735540879638,0.7052336010994608,0.8941962028439242,0.661994266023742,0.8302761033822049
60.0,0.00024247262624711545,0.7052336012712063,0.8975138279303041,0.661994266023742,0.8269304087636498
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.7052336015288246 0.8534142175928565 0.661994266023742 0.8135229105560388
3 20.0 0.0018867680126765363 0.7052336013105647 0.8725956164871361 0.661994266023742 0.831561643393579
4 30.0 0.0011296777049628276 0.7052336017095152 0.883130780337477 0.661994266023742 0.8272765153270717
5 40.0 0.0006763797713952794 0.7052336016146974 0.8908625688394565 0.661994266023742 0.8306551724193417
6 50.0 0.0004049735540879638 0.7052336010994608 0.8941962028439242 0.661994266023742 0.8302761033822049
7 60.0 0.00024247262624711545 0.7052336012712063 0.8975138279303041 0.661994266023742 0.8269304087636498

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.883382703181908,23.21022984623519,10.4297500209549,23.16488788543437
20.0,0.0018867680126765363,7.782790481198015,23.210229789501916,9.385957283378383,23.16488788543437
30.0,0.0011296777049628276,7.3295042459914015,23.210229956037832,8.8375927512519,23.16488788543437
40.0,0.0006763797713952794,7.08854188886722,23.21022992380692,8.90408793085143,23.16488788543437
50.0,0.0004049735540879638,6.931669339063979,23.21022993880603,8.754324602049273,23.16488788543437
60.0,0.00024247262624711545,6.825089292923836,23.21022987319924,8.792744936666029,23.16488788543437
70.0,0.00014517731808828924,6.76963417329046,23.210229846750426,8.694600144187069,23.16488788543437
80.0,8.69230230790188e-05,6.737586019620012,23.210229833812264,8.71311124122629,23.16488788543437
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.883382703181908 23.21022984623519 10.4297500209549 23.16488788543437
3 20.0 0.0018867680126765363 7.782790481198015 23.210229789501916 9.385957283378383 23.16488788543437
4 30.0 0.0011296777049628276 7.3295042459914015 23.210229956037832 8.8375927512519 23.16488788543437
5 40.0 0.0006763797713952794 7.08854188886722 23.21022992380692 8.90408793085143 23.16488788543437
6 50.0 0.0004049735540879638 6.931669339063979 23.21022993880603 8.754324602049273 23.16488788543437
7 60.0 0.00024247262624711545 6.825089292923836 23.21022987319924 8.792744936666029 23.16488788543437
8 70.0 0.00014517731808828924 6.76963417329046 23.210229846750426 8.694600144187069 23.16488788543437
9 80.0 8.69230230790188e-05 6.737586019620012 23.210229833812264 8.71311124122629 23.16488788543437

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.6967981925509015,0.8302275884102602,0.6967302647043779,0.8086298808019007
20.0,0.0018867680126765363,0.696825941169604,0.8459507790012438,0.6967302647043779,0.8300570517057798
30.0,0.0011296777049628276,0.6967939224521644,0.8587645590916032,0.6967302647043779,0.8328419266690059
40.0,0.0006763797713952794,0.6967939235514304,0.866474601211118,0.6967302647043779,0.8400695022933019
50.0,0.0004049735540879638,0.6967939230934029,0.8740437618288838,0.6967302647043779,0.8441059351178314
60.0,0.00024247262624711545,0.6967939231544733,0.8783235607332871,0.6967302647043779,0.8460717301882389
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6967981925509015 0.8302275884102602 0.6967302647043779 0.8086298808019007
3 20.0 0.0018867680126765363 0.696825941169604 0.8459507790012438 0.6967302647043779 0.8300570517057798
4 30.0 0.0011296777049628276 0.6967939224521644 0.8587645590916032 0.6967302647043779 0.8328419266690059
5 40.0 0.0006763797713952794 0.6967939235514304 0.866474601211118 0.6967302647043779 0.8400695022933019
6 50.0 0.0004049735540879638 0.6967939230934029 0.8740437618288838 0.6967302647043779 0.8441059351178314
7 60.0 0.00024247262624711545 0.6967939231544733 0.8783235607332871 0.6967302647043779 0.8460717301882389

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.723726561323542,23.18913731418672,10.435996211392954,23.239844569106314
20.0,0.0018867680126765363,7.853544009024979,23.188485688850527,9.561553679680529,23.239844569106314
30.0,0.0011296777049628276,7.340472601476263,23.18896493169128,9.575626259120058,23.239844569106314
40.0,0.0006763797713952794,7.076471305772906,23.188663758215355,9.33665127001508,23.239844569106314
50.0,0.0004049735540879638,6.922020800289561,23.189159344454282,9.39458229979059,23.239844569106314
60.0,0.00024247262624711545,6.816650379388059,23.18947358795854,9.273735522755194,23.239844569106314
70.0,0.00014517731808828924,6.751277917232669,23.188865782784635,9.232296420427865,23.239844569106314
80.0,8.69230230790188e-05,6.698476171395818,23.1890932419261,9.404228606204375,23.239844569106314
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.723726561323542 23.18913731418672 10.435996211392954 23.239844569106314
3 20.0 0.0018867680126765363 7.853544009024979 23.188485688850527 9.561553679680529 23.239844569106314
4 30.0 0.0011296777049628276 7.340472601476263 23.18896493169128 9.575626259120058 23.239844569106314
5 40.0 0.0006763797713952794 7.076471305772906 23.188663758215355 9.33665127001508 23.239844569106314
6 50.0 0.0004049735540879638 6.922020800289561 23.189159344454282 9.39458229979059 23.239844569106314
7 60.0 0.00024247262624711545 6.816650379388059 23.18947358795854 9.273735522755194 23.239844569106314
8 70.0 0.00014517731808828924 6.751277917232669 23.188865782784635 9.232296420427865 23.239844569106314
9 80.0 8.69230230790188e-05 6.698476171395818 23.1890932419261 9.404228606204375 23.239844569106314

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.6960166899282387,0.8442398727362511,0.6979547482149892,0.8083841012201665
20.0,0.0018867680126765363,0.6960166904245663,0.8555533757053816,0.6979547482149892,0.7882599223551159
30.0,0.0011296777049628276,0.6960166902980982,0.8661169178601649,0.6979547482149892,0.8318399900875737
40.0,0.0006763797713952794,0.6960166916629991,0.8750150583824932,0.6979547482149892,0.8195155037706253
50.0,0.0004049735540879638,0.6960166904341111,0.8811001704870125,0.6979547482149892,0.8152017306608094
60.0,0.00024247262624711545,0.6960166910258863,0.8855065376006734,0.6979547482149892,0.8149095465877441
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6960166899282387 0.8442398727362511 0.6979547482149892 0.8083841012201665
3 20.0 0.0018867680126765363 0.6960166904245663 0.8555533757053816 0.6979547482149892 0.7882599223551159
4 30.0 0.0011296777049628276 0.6960166902980982 0.8661169178601649 0.6979547482149892 0.8318399900875737
5 40.0 0.0006763797713952794 0.6960166916629991 0.8750150583824932 0.6979547482149892 0.8195155037706253
6 50.0 0.0004049735540879638 0.6960166904341111 0.8811001704870125 0.6979547482149892 0.8152017306608094
7 60.0 0.00024247262624711545 0.6960166910258863 0.8855065376006734 0.6979547482149892 0.8149095465877441

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,9.092302583226918,20.045022424015006,10.871499093396837,28.00064259211687
20.0,0.0018867680126765363,8.449609629257155,20.045022394846217,9.163385394021835,28.00064259211687
30.0,0.0011296777049628276,8.004199968918563,20.04502237598577,9.715205940504797,28.00064259211687
40.0,0.0006763797713952794,7.736533732776755,20.045022482581658,10.492947047604881,28.00064259211687
50.0,0.0004049735540879638,7.550458214825991,20.04502240393283,9.826412407127586,28.00064259211687
60.0,0.00024247262624711545,7.439071941005396,20.045022420044386,9.617718728174395,28.00064259211687
70.0,0.00014517731808828924,7.354865613532145,20.045022362546746,9.901499594044505,28.00064259211687
80.0,8.69230230790188e-05,7.31953181233149,20.04502238805035,9.986867171353252,28.00064259211687
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 9.092302583226918 20.045022424015006 10.871499093396837 28.00064259211687
3 20.0 0.0018867680126765363 8.449609629257155 20.045022394846217 9.163385394021835 28.00064259211687
4 30.0 0.0011296777049628276 8.004199968918563 20.04502237598577 9.715205940504797 28.00064259211687
5 40.0 0.0006763797713952794 7.736533732776755 20.045022482581658 10.492947047604881 28.00064259211687
6 50.0 0.0004049735540879638 7.550458214825991 20.04502240393283 9.826412407127586 28.00064259211687
7 60.0 0.00024247262624711545 7.439071941005396 20.045022420044386 9.617718728174395 28.00064259211687
8 70.0 0.00014517731808828924 7.354865613532145 20.045022362546746 9.901499594044505 28.00064259211687
9 80.0 8.69230230790188e-05 7.31953181233149 20.04502238805035 9.986867171353252 28.00064259211687

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epoch,lr,baseline_acc_average,prediction_acc_average,valid_baseline_acc_average,valid_prediction_acc_average
10.0,0.0031512470486230455,0.6974864419165719,0.8427737693608807,0.6955263208594125,0.8233390038358083
20.0,0.0018867680126765363,0.6974864421003018,0.8595619837544608,0.6955263208594125,0.8226455437919652
30.0,0.0011296777049628276,0.6974864414101947,0.8704107908384844,0.6955263208594125,0.8303636568959843
40.0,0.0006763797713952794,0.6974864407873057,0.8765607045589645,0.6955263208594125,0.8233164893276423
50.0,0.0004049735540879638,0.69748644039744,0.8822820797718322,0.6955263208594125,0.832633161305254
60.0,0.00024247262624711545,0.6974864419569029,0.887539829914574,0.6955263208594125,0.8349657074195717
1 epoch lr baseline_acc_average prediction_acc_average valid_baseline_acc_average valid_prediction_acc_average
2 10.0 0.0031512470486230455 0.6974864419165719 0.8427737693608807 0.6955263208594125 0.8233390038358083
3 20.0 0.0018867680126765363 0.6974864421003018 0.8595619837544608 0.6955263208594125 0.8226455437919652
4 30.0 0.0011296777049628276 0.6974864414101947 0.8704107908384844 0.6955263208594125 0.8303636568959843
5 40.0 0.0006763797713952794 0.6974864407873057 0.8765607045589645 0.6955263208594125 0.8233164893276423
6 50.0 0.0004049735540879638 0.69748644039744 0.8822820797718322 0.6955263208594125 0.832633161305254
7 60.0 0.00024247262624711545 0.6974864419569029 0.887539829914574 0.6955263208594125 0.8349657074195717

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epoch,lr,prediction_error_average,baseline_error_average,valid_prediction_error_average,valid_baseline_error_average
10.0,0.0031512470486230455,8.638778725599636,26.1798637664889,10.833028636933662,17.849539670393458
20.0,0.0018867680126765363,7.791013009296702,26.179863858981182,10.735866879370116,17.849539670393458
30.0,0.0011296777049628276,7.266133595065025,26.17986385037725,9.690580197114954,17.849539670393458
40.0,0.0006763797713952794,6.93408266801277,26.17986383503357,10.310306123348958,17.849539670393458
50.0,0.0004049735540879638,6.787781177862328,26.179863753869796,10.454030626426473,17.849539670393458
60.0,0.00024247262624711545,6.659840548202495,26.179863708842547,10.255192241327299,17.849539670393458
70.0,0.00014517731808828924,6.597368892964792,26.17986375731137,10.151271223901132,17.849539670393458
80.0,8.69230230790188e-05,6.558900393612285,26.179863782692973,10.218871813100643,17.849539670393458
1 epoch lr prediction_error_average baseline_error_average valid_prediction_error_average valid_baseline_error_average
2 10.0 0.0031512470486230455 8.638778725599636 26.1798637664889 10.833028636933662 17.849539670393458
3 20.0 0.0018867680126765363 7.791013009296702 26.179863858981182 10.735866879370116 17.849539670393458
4 30.0 0.0011296777049628276 7.266133595065025 26.17986385037725 9.690580197114954 17.849539670393458
5 40.0 0.0006763797713952794 6.93408266801277 26.17986383503357 10.310306123348958 17.849539670393458
6 50.0 0.0004049735540879638 6.787781177862328 26.179863753869796 10.454030626426473 17.849539670393458
7 60.0 0.00024247262624711545 6.659840548202495 26.179863708842547 10.255192241327299 17.849539670393458
8 70.0 0.00014517731808828924 6.597368892964792 26.17986375731137 10.151271223901132 17.849539670393458
9 80.0 8.69230230790188e-05 6.558900393612285 26.179863782692973 10.218871813100643 17.849539670393458