chore: Restructure

# Conflicts:
#	config/measure.py
#	results/compression_results_auto_small.csv
This commit is contained in:
Tibo De Peuter 2025-12-18 11:18:39 +01:00
parent dd938489ef
commit 2f869a8a7a
Signed by: tdpeuter
GPG key ID: 38297DE43F75FFE2
41 changed files with 8 additions and 21 deletions

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@ -0,0 +1,101 @@
epoch,train_loss,validation_loss
0,3.1381261278734924,3.3272192429040226
1,2.860616795215905,3.0675745370733827
2,2.6909276224755168,3.0464813378021005
3,2.5598564242025934,2.958831517932979
4,2.4550912977401147,2.8984643775088186
5,2.3709789702240585,2.890791373307468
6,2.302352300682824,2.895090455362815
7,2.2445191478983757,2.8948601793241866
8,2.189527681025666,2.864555041071113
9,2.1419534693680506,2.8746763790381773
10,2.0977600128015306,2.862779030954565
11,2.0573378881333757,2.9129101631523087
12,2.0159929865787287,2.884003519488655
13,1.9820568488383175,2.9046964929531547
14,1.945560182136204,2.902893723649833
15,1.9137051449538276,2.958887049009782
16,1.8805732166226292,2.9257591307163238
17,1.8514438693049842,2.999063152052064
18,1.8234090050622065,2.9282872613149746
19,1.7938630785416703,2.9785023876387653
20,1.7673162920439558,2.9558313713273927
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26,1.6237888620684178,3.152896907857356
27,1.602691029347948,3.2093827276113833
28,1.5814236638385104,3.240926361726668
29,1.5628273629342333,3.167489208900974
30,1.5434561510645974,3.2354564069222858
31,1.5239672169310874,3.2714766347795043
32,1.5051545111723088,3.3003558849389774
33,1.488571691663039,3.373568356406825
34,1.4716716688005604,3.4128289706038153
35,1.4525098214611223,3.3281995911520856
36,1.4365635661964329,3.4013161963975156
37,1.4197077666399727,3.3603574004792076
38,1.40327647672643,3.412169110752244
39,1.388229299945955,3.4293850958404195
40,1.372435061976149,3.4579776666660345
41,1.3564940065406816,3.512549748544702
42,1.3439845871570861,3.4895800608089407
43,1.3301724897192673,3.5493398761078145
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51,1.2264198909222148,3.7941101733111697
52,1.2129901911618826,3.773705187627605
53,1.203472823756731,3.8249815607059547
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55,1.1808011400486011,3.9041022979064297
56,1.1699484703289023,3.945641097113604
57,1.1585199861775544,4.006254653078113
58,1.1499636143252816,3.9213195861011516
59,1.1394872469071256,3.9607809073881795
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61,1.11982989995206,4.087150705221841
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98,0.8441276362253154,5.068585309475831
99,0.838628846261504,5.018300194999928
1 epoch train_loss validation_loss
2 0 3.1381261278734924 3.3272192429040226
3 1 2.860616795215905 3.0675745370733827
4 2 2.6909276224755168 3.0464813378021005
5 3 2.5598564242025934 2.958831517932979
6 4 2.4550912977401147 2.8984643775088186
7 5 2.3709789702240585 2.890791373307468
8 6 2.302352300682824 2.895090455362815
9 7 2.2445191478983757 2.8948601793241866
10 8 2.189527681025666 2.864555041071113
11 9 2.1419534693680506 2.8746763790381773
12 10 2.0977600128015306 2.862779030954565
13 11 2.0573378881333757 2.9129101631523087
14 12 2.0159929865787287 2.884003519488655
15 13 1.9820568488383175 2.9046964929531547
16 14 1.945560182136204 2.902893723649833
17 15 1.9137051449538276 2.958887049009782
18 16 1.8805732166226292 2.9257591307163238
19 17 1.8514438693049842 2.999063152052064
20 18 1.8234090050622065 2.9282872613149746
21 19 1.7938630785416703 2.9785023876387653
22 20 1.7673162920439558 2.9558313713273927
23 21 1.7432540668770415 3.1035619319509005
24 22 1.7162441343830326 3.0641257697161826
25 23 1.6925994648171707 3.093339180730226
26 24 1.6686674947735012 3.139996455473299
27 25 1.6468397401190877 3.139259220454984
28 26 1.6237888620684178 3.152896907857356
29 27 1.602691029347948 3.2093827276113833
30 28 1.5814236638385104 3.240926361726668
31 29 1.5628273629342333 3.167489208900974
32 30 1.5434561510645974 3.2354564069222858
33 31 1.5239672169310874 3.2714766347795043
34 32 1.5051545111723088 3.3003558849389774
35 33 1.488571691663039 3.373568356406825
36 34 1.4716716688005604 3.4128289706038153
37 35 1.4525098214611223 3.3281995911520856
38 36 1.4365635661964329 3.4013161963975156
39 37 1.4197077666399727 3.3603574004792076
40 38 1.40327647672643 3.412169110752244
41 39 1.388229299945955 3.4293850958404195
42 40 1.372435061976149 3.4579776666660345
43 41 1.3564940065406816 3.512549748544702
44 42 1.3439845871570861 3.4895800608089407
45 43 1.3301724897192673 3.5493398761078145
46 44 1.316723367797933 3.5523617929345326
47 45 1.3002231402611668 3.577064535459717
48 46 1.2885125162398774 3.7352045015638113
49 47 1.2736748645790106 3.726656326941634
50 48 1.2607195500285853 3.727953076382516
51 49 1.250196203674654 3.723837193835328
52 50 1.237527189525629 3.744397036702806
53 51 1.2264198909222148 3.7941101733111697
54 52 1.2129901911618826 3.773705187627605
55 53 1.203472823756731 3.8249815607059547
56 54 1.192447135092146 3.913135637618772
57 55 1.1808011400486011 3.9041022979064297
58 56 1.1699484703289023 3.945641097113604
59 57 1.1585199861775544 4.006254653078113
60 58 1.1499636143252816 3.9213195861011516
61 59 1.1394872469071256 3.9607809073881795
62 60 1.1292967489326542 4.048352793069514
63 61 1.11982989995206 4.087150705221841
64 62 1.1111501378954889 4.145057931585052
65 63 1.1018449903852467 4.259600842897673
66 64 1.0899086987931357 4.193842839671455
67 65 1.0797066068858352 4.18229452743842
68 66 1.0751083741149874 4.136479770687928
69 67 1.0625925474934028 4.226005541792011
70 68 1.0518362455998855 4.260536437129019
71 69 1.0475006994744815 4.268426319481876
72 70 1.0385963677950956 4.2794609187384145
73 71 1.0274236832826682 4.28783394906613
74 72 1.0200680039831578 4.38531553104008
75 73 1.0131953846531154 4.464987728330982
76 74 1.006589379035195 4.333444586760216
77 75 0.9979009742369599 4.457950662628157
78 76 0.990900581477482 4.467232358467033
79 77 0.980371278294888 4.467493682505406
80 78 0.974781455154688 4.521686384983304
81 79 0.9714279674615652 4.641007035620909
82 80 0.9604798838513251 4.590097775543464
83 81 0.9523596597499535 4.659357740863703
84 82 0.9440414592867992 4.552158743026489
85 83 0.9405201873932001 4.675108373713971
86 84 0.9267319415390969 4.718296610299526
87 85 0.9225272690799915 4.68298023518118
88 86 0.9156164539210269 4.715988509126634
89 87 0.9122840512857789 4.828137621826684
90 88 0.9033879105412137 4.767900537924116
91 89 0.8995236180185863 4.852878928896865
92 90 0.888063265958725 4.6910625345265595
93 91 0.8847001213132994 4.793519036668061
94 92 0.8797375496407297 4.7220443244340995
95 93 0.876282835172598 4.955914109986532
96 94 0.8646267499012026 4.850893020713773
97 95 0.8589538218317894 4.957480732139683
98 96 0.8573569503850351 4.915218362280431
99 97 0.8467450594338487 5.0084756270506
100 98 0.8441276362253154 5.068585309475831
101 99 0.838628846261504 5.018300194999928

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epoch,train_loss,validation_loss
0,1.3008462118204425,0.00012694983161054552
1,1.278875395854797,0.0002944036095868796
2,1.2637835219592979,0.000777180888707736
3,1.2485720509819387,0.000348268891684711
4,1.2445116649638694,0.00014256415306590497
5,1.24072905589135,0.0003305127320345491
6,1.2368948349179214,0.000276765669696033
7,1.2317854372800339,8.546940807939804e-05
8,1.2265331535843425,3.480850500636734e-05
9,1.220266598470301,0.00014184899919200689
10,1.2133589929030848,0.000647692708298564
11,1.206323366698199,7.4741430580616e-05
12,1.1989336771888257,0.0007788485381752253
13,1.1909439955019865,0.00012635385792236775
14,1.183320804706176,6.460934673668817e-05
15,1.175793779957338,0.00015984688070602715
16,1.1673613940054417,0.000770510348957032
17,1.1593267067560737,2.884823152271565e-05
18,1.1515271536743366,9.131014667218551e-05
19,1.1438489762538837,0.00022968991834204644
20,1.1357697710883718,0.0001419681793777272
21,1.1276302573747508,5.531158240046352e-05
22,1.12038625103228,0.00021073981770756316
23,1.113010641744186,0.00017271934484597296
24,1.1052182410206568,9.190614218823612e-05
25,1.097748130795298,8.535020606359467e-05
26,1.090857285757256,7.30726242181845e-05
27,1.0831628294066409,0.0001174142598756589
28,1.0751717907907317,5.304672595229931e-05
29,1.0677702084708764,4.5298504118168175e-05
30,1.0615244865743387,6.615896563744172e-05
31,1.0535806236044025,5.2569914259947836e-05
32,1.0485135314313927,8.475421054975426e-05
33,1.0401961297919364,0.00010477947944088542
34,1.0338240650053592,7.533743337262422e-05
35,1.0265253115431796,9.560128091834486e-05
36,1.0197651891415782,8.594620157964528e-05
37,1.012462328607952,0.0001867835089797154
38,1.0068401736484553,0.00028939827461726964
39,0.9993310785815029,5.4596363041841805e-05
40,0.9925554566003862,8.67805938491348e-05
41,0.9854729586571709,0.00018463814922142774
42,0.9787851119570136,0.00023398046323563904
43,0.9724273038880938,0.00010585224663152063
44,0.9658460563109827,9.965400385915005e-05
45,0.9601066274022998,0.00024637524620629847
46,0.9530447179571536,0.0001479277852922678
47,0.9459996780749514,4.160317621537167e-05
48,0.9407738565239843,0.00015293381875380874
49,0.9337613469992344,5.495397272170521e-05
50,0.9280414893625718,0.00010764019680209458
51,0.9220988445192178,7.86750388215296e-05
52,0.9160809988746667,0.00014995403762441128
53,0.9087126130285703,0.0009984752396121621
54,0.9031443375356287,0.00035982808913104236
55,0.8968625019235426,0.00016211149340961128
56,0.8918004359864378,5.94836674292447e-05
57,0.8854870705130903,0.00024303820101054978
58,0.8791367293019776,0.00011681827890931332
59,0.8730338418795156,5.066266385256313e-05
60,0.8676761537971358,0.00011944057769142091
61,0.8618904450503183,0.0001333863037871197
62,0.8567484970117397,8.248942322097719e-05
63,0.8508518092144158,0.00018130090029444546
64,0.8450126993953095,5.721882189280671e-05
65,0.839274046433363,4.303362584323622e-05
66,0.8339587246879193,3.6477376852417365e-05
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69,0.8179262089265797,7.223821739898995e-05
70,0.812066860469839,0.00021550717065110803
71,0.8074294861546408,0.00019047829846385866
72,0.8008211916663377,0.00014232576359063387
73,0.7953338505177423,0.00022933237778488547
74,0.790885759949829,0.00010239553375868127
75,0.7870034160112842,0.00012265883560758084
76,0.7813700245442107,0.00017855956684798002
77,0.7768839978831362,5.94836674292447e-05
78,0.7709709095744867,0.00024589852546341717
79,0.7661296197938601,0.00015198028995655477
80,0.7622464081840555,7.581423415103927e-05
81,0.7547654686801198,6.031808152329177e-05
82,0.751563960724801,6.01988795085935e-05
83,0.7469585620201807,9.369411418447271e-05
84,0.7411735335032241,8.237022848113143e-05
85,0.7362355278807161,5.066266385256313e-05
86,0.7323145877438646,4.60137271147687e-05
87,0.7278921023771656,0.00014649749209638685
88,0.7228542691411254,0.00015686711412854493
89,0.7174067072579376,6.627816765103489e-05
90,0.7142256062980266,0.00010549465514486656
91,0.7091809612758829,5.8410845667822286e-05
92,0.7057563062680303,4.5060096454108134e-05
93,0.7001655136358405,3.302042750874534e-05
94,0.6968557855175448,6.282132380874828e-05
95,0.6922718690185472,0.00012051333033235109
96,0.6871262191549251,3.135155202471651e-05
97,0.6843740016602224,7.879423355916515e-05
98,0.680943680952053,7.497983460780233e-05
99,0.6746273020673927,4.935142715112306e-05
1 epoch train_loss validation_loss
2 0 1.3008462118204425 0.00012694983161054552
3 1 1.278875395854797 0.0002944036095868796
4 2 1.2637835219592979 0.000777180888707736
5 3 1.2485720509819387 0.000348268891684711
6 4 1.2445116649638694 0.00014256415306590497
7 5 1.24072905589135 0.0003305127320345491
8 6 1.2368948349179214 0.000276765669696033
9 7 1.2317854372800339 8.546940807939804e-05
10 8 1.2265331535843425 3.480850500636734e-05
11 9 1.220266598470301 0.00014184899919200689
12 10 1.2133589929030848 0.000647692708298564
13 11 1.206323366698199 7.4741430580616e-05
14 12 1.1989336771888257 0.0007788485381752253
15 13 1.1909439955019865 0.00012635385792236775
16 14 1.183320804706176 6.460934673668817e-05
17 15 1.175793779957338 0.00015984688070602715
18 16 1.1673613940054417 0.000770510348957032
19 17 1.1593267067560737 2.884823152271565e-05
20 18 1.1515271536743366 9.131014667218551e-05
21 19 1.1438489762538837 0.00022968991834204644
22 20 1.1357697710883718 0.0001419681793777272
23 21 1.1276302573747508 5.531158240046352e-05
24 22 1.12038625103228 0.00021073981770756316
25 23 1.113010641744186 0.00017271934484597296
26 24 1.1052182410206568 9.190614218823612e-05
27 25 1.097748130795298 8.535020606359467e-05
28 26 1.090857285757256 7.30726242181845e-05
29 27 1.0831628294066409 0.0001174142598756589
30 28 1.0751717907907317 5.304672595229931e-05
31 29 1.0677702084708764 4.5298504118168175e-05
32 30 1.0615244865743387 6.615896563744172e-05
33 31 1.0535806236044025 5.2569914259947836e-05
34 32 1.0485135314313927 8.475421054975426e-05
35 33 1.0401961297919364 0.00010477947944088542
36 34 1.0338240650053592 7.533743337262422e-05
37 35 1.0265253115431796 9.560128091834486e-05
38 36 1.0197651891415782 8.594620157964528e-05
39 37 1.012462328607952 0.0001867835089797154
40 38 1.0068401736484553 0.00028939827461726964
41 39 0.9993310785815029 5.4596363041841805e-05
42 40 0.9925554566003862 8.67805938491348e-05
43 41 0.9854729586571709 0.00018463814922142774
44 42 0.9787851119570136 0.00023398046323563904
45 43 0.9724273038880938 0.00010585224663152063
46 44 0.9658460563109827 9.965400385915005e-05
47 45 0.9601066274022998 0.00024637524620629847
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49 47 0.9459996780749514 4.160317621537167e-05
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epoch,train_loss,validation_loss
0,3.213395456647382,3.278733861391614
1,2.9382776316228325,3.1314968009455098
2,2.7473621065495624,3.0784104332259385
3,2.5821902970237978,2.9325353077870964
4,2.4479922342282223,2.981836676506317
5,2.3442380930894386,2.870507538683747
6,2.26031099435529,2.8582590088636186
7,2.1877312685232586,2.794553084085035
8,2.120575787228785,2.8174405436147043
9,2.060947958134095,2.8288931842967524
10,2.009865147791851,2.8145982672162297
11,1.9599501930634877,2.883283968313182
12,1.9125528994383407,2.8468139648528776
13,1.8671184201724471,2.824251820354695
14,1.8269838806510381,2.8585286599571087
15,1.784557280445863,2.9219789688588103
16,1.7461370650887809,2.842629952187925
17,1.70766114620069,2.918248648984874
18,1.6743004121929577,2.9165130223833584
19,1.6374739051229033,2.9848630141814856
20,1.6042767383814858,2.967400696579293
21,1.571884690191581,3.084077715828079
22,1.5414260865986142,3.0277961801515056
23,1.5089397638956585,2.973220486598942
24,1.4807627009372137,3.055586655303311
25,1.4539070555791742,3.268901330280541
26,1.4206910613200812,3.120618279835075
27,1.3955757618632676,3.143340784320422
28,1.3686769404105674,3.1981612579643177
29,1.3447875221782584,3.2614744550920736
30,1.3186072701945737,3.1479915535764893
31,1.2936728923250727,3.4012894364356265
32,1.269445849620218,3.166510320207244
33,1.2450251825571697,3.383407777161045
34,1.2215110254351396,3.4122109675685808
35,1.2003461568012623,3.454750567971291
36,1.1767123588984452,3.4347290189717117
37,1.153444117464577,3.4830494979667446
38,1.1325977585644087,3.5507732015873263
39,1.1111707269622368,3.585882107620263
40,1.0918500346566193,3.5720009683512983
41,1.074686219814123,3.5065424506300076
42,1.0561745211123874,3.656464426756864
43,1.033109637536606,3.7681445467070454
44,1.0144632838919434,3.709278677235062
45,0.9949327300450858,3.826588455199693
46,0.9783343296613187,3.82948062218623
47,0.959473454761214,3.9466249789489263
48,0.9431447554344169,3.8859305017517958
49,0.924606971195389,3.9334294085161243
50,0.9061983120505112,3.8446422640924522
51,0.8922384406082142,3.9180894840885223
52,0.8749619527588087,3.995317841664664
53,0.859144783085969,3.995635696936393
54,0.8448129950907793,4.169226770849748
55,0.830098174094517,3.9879691635998706
56,0.8149832571589823,4.13969024718036
57,0.8005325731454301,4.2306091637360606
58,0.7851742383679648,4.283015726119919
59,0.7702616409735114,4.301532249672375
60,0.7616926551501927,4.265290108756098
61,0.7430519907245287,4.285442110028398
62,0.7291248373997116,4.222800928913912
63,0.7185011608302252,4.413420475662827
64,0.7047406553835507,4.458638997454693
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66,0.6793301837992822,4.507223714533822
67,0.6686486211477095,4.791428972027089
68,0.6533996181058683,4.761048040083206
69,0.6453514259105327,4.764215407128607
70,0.631625405537268,4.4268657049766045
71,0.6244814918383257,4.746370380008408
72,0.6084074781783343,4.7018738821787815
73,0.5995306468382904,4.818186595736451
74,0.588825058386736,4.8379360759833325
75,0.5775090807132801,4.945437624394483
76,0.5672246982854816,4.881775684104191
77,0.5557402798928,5.024748310814704
78,0.543156561006439,4.952581936017158
79,0.5405538672711366,5.125619347665065
80,0.5282360294912662,5.064975083601671
81,0.5167981023917622,5.173156258607338
82,0.5083836333777149,5.211300230035944
83,0.5013791854965555,4.810265410132421
84,0.49411906044431336,5.2090915348124085
85,0.47967027881044505,5.2893119859202535
86,0.47451298801851655,5.2218254092242145
87,0.4652339431369455,5.238343167328383
88,0.45908069386026507,5.441670997444809
89,0.4482817472232657,5.517415157289659
90,0.4412265363732443,5.339430411396174
91,0.4336172044788868,5.448002123641874
92,0.42514864490351484,5.555763979576483
93,0.41958750105004233,5.603278133503317
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98,0.3836944499619814,5.678070352575349
99,0.3769370323997197,5.752096676766861
1 epoch train_loss validation_loss
2 0 3.213395456647382 3.278733861391614
3 1 2.9382776316228325 3.1314968009455098
4 2 2.7473621065495624 3.0784104332259385
5 3 2.5821902970237978 2.9325353077870964
6 4 2.4479922342282223 2.981836676506317
7 5 2.3442380930894386 2.870507538683747
8 6 2.26031099435529 2.8582590088636186
9 7 2.1877312685232586 2.794553084085035
10 8 2.120575787228785 2.8174405436147043
11 9 2.060947958134095 2.8288931842967524
12 10 2.009865147791851 2.8145982672162297
13 11 1.9599501930634877 2.883283968313182
14 12 1.9125528994383407 2.8468139648528776
15 13 1.8671184201724471 2.824251820354695
16 14 1.8269838806510381 2.8585286599571087
17 15 1.784557280445863 2.9219789688588103
18 16 1.7461370650887809 2.842629952187925
19 17 1.70766114620069 2.918248648984874
20 18 1.6743004121929577 2.9165130223833584
21 19 1.6374739051229033 2.9848630141814856
22 20 1.6042767383814858 2.967400696579293
23 21 1.571884690191581 3.084077715828079
24 22 1.5414260865986142 3.0277961801515056
25 23 1.5089397638956585 2.973220486598942
26 24 1.4807627009372137 3.055586655303311
27 25 1.4539070555791742 3.268901330280541
28 26 1.4206910613200812 3.120618279835075
29 27 1.3955757618632676 3.143340784320422
30 28 1.3686769404105674 3.1981612579643177
31 29 1.3447875221782584 3.2614744550920736
32 30 1.3186072701945737 3.1479915535764893
33 31 1.2936728923250727 3.4012894364356265
34 32 1.269445849620218 3.166510320207244
35 33 1.2450251825571697 3.383407777161045
36 34 1.2215110254351396 3.4122109675685808
37 35 1.2003461568012623 3.454750567971291
38 36 1.1767123588984452 3.4347290189717117
39 37 1.153444117464577 3.4830494979667446
40 38 1.1325977585644087 3.5507732015873263
41 39 1.1111707269622368 3.585882107620263
42 40 1.0918500346566193 3.5720009683512983
43 41 1.074686219814123 3.5065424506300076
44 42 1.0561745211123874 3.656464426756864
45 43 1.033109637536606 3.7681445467070454
46 44 1.0144632838919434 3.709278677235062
47 45 0.9949327300450858 3.826588455199693
48 46 0.9783343296613187 3.82948062218623
49 47 0.959473454761214 3.9466249789489263
50 48 0.9431447554344169 3.8859305017517958
51 49 0.924606971195389 3.9334294085161243
52 50 0.9061983120505112 3.8446422640924522
53 51 0.8922384406082142 3.9180894840885223
54 52 0.8749619527588087 3.995317841664664
55 53 0.859144783085969 3.995635696936393
56 54 0.8448129950907793 4.169226770849748
57 55 0.830098174094517 3.9879691635998706
58 56 0.8149832571589823 4.13969024718036
59 57 0.8005325731454301 4.2306091637360606
60 58 0.7851742383679648 4.283015726119919
61 59 0.7702616409735114 4.301532249672375
62 60 0.7616926551501927 4.265290108756098
63 61 0.7430519907245287 4.285442110028398
64 62 0.7291248373997116 4.222800928913912
65 63 0.7185011608302252 4.413420475662827
66 64 0.7047406553835507 4.458638997454693
67 65 0.6926358721152557 4.3994500635371505
68 66 0.6793301837992822 4.507223714533822
69 67 0.6686486211477095 4.791428972027089
70 68 0.6533996181058683 4.761048040083206
71 69 0.6453514259105327 4.764215407128607
72 70 0.631625405537268 4.4268657049766045
73 71 0.6244814918383257 4.746370380008408
74 72 0.6084074781783343 4.7018738821787815
75 73 0.5995306468382904 4.818186595736451
76 74 0.588825058386736 4.8379360759833325
77 75 0.5775090807132801 4.945437624394483
78 76 0.5672246982854816 4.881775684104191
79 77 0.5557402798928 5.024748310814704
80 78 0.543156561006439 4.952581936017158
81 79 0.5405538672711366 5.125619347665065
82 80 0.5282360294912662 5.064975083601671
83 81 0.5167981023917622 5.173156258607338
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85 83 0.5013791854965555 4.810265410132421
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88 86 0.47451298801851655 5.2218254092242145
89 87 0.4652339431369455 5.238343167328383
90 88 0.45908069386026507 5.441670997444809
91 89 0.4482817472232657 5.517415157289659
92 90 0.4412265363732443 5.339430411396174
93 91 0.4336172044788868 5.448002123641874
94 92 0.42514864490351484 5.555763979576483
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96 94 0.4129359439635086 5.629248433816282
97 95 0.4045245233199743 5.463490078288485
98 96 0.39704128233406755 5.760393978470928
99 97 0.3916562733356619 5.62542407946721
100 98 0.3836944499619814 5.678070352575349
101 99 0.3769370323997197 5.752096676766861

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@ -0,0 +1,101 @@
epoch,train_loss,validation_loss
0,1.2999931491254673,0.006316815037280321
1,1.2838174114473684,0.0008273277780972421
2,1.272457465393565,0.000542612629942596
3,1.2531376944486856,0.00019774865359067917
4,1.2482067630283737,0.000248401309363544
5,1.2448134375922948,0.0001280225842492655
6,1.240739969569499,0.0017231153324246407
7,1.2368257911371967,0.0004228651523590088
8,1.2320516222153755,0.0006139777251519263
9,1.2265204288314542,0.000259365770034492
10,1.2201322848311311,0.00014661667228210717
11,1.2143308318132324,0.00022230061585572618
12,1.2076654285826582,0.00018857131363334996
13,1.2007539286258373,0.0006798578542657197
14,1.1936901803618145,0.0002367216220635448
15,1.1866281561938463,0.00011634149995876977
16,1.1790566006873517,0.00013124081306159496
17,1.1718051842280797,0.0001486429391661659
18,1.1641737207272131,4.815939246327616e-05
19,1.1565314973922487,0.00013243274588603526
20,1.1486829623081765,0.00010513706365600228
21,1.1417931234764112,0.00015364897262770683
22,1.1337797194085222,0.00015817821258679032
23,1.1259584812226628,0.0001736728590913117
24,1.1179984258844498,0.0001401803019689396
25,1.109480663508992,0.00012718822108581662
26,1.1011873347599819,0.00010775939154194167
27,1.0926581060813916,0.0002215855201939121
28,1.0846761363799087,0.00016175392374861985
29,1.0758383977920452,0.00023338454775512218
30,1.0670862209833138,0.00012861855793744326
31,1.0579246665569062,0.00010358751023886725
32,1.0484012720613856,0.0001081169830285944
33,1.0398159591984966,0.0001958416833120857
34,1.0309065503189991,0.00019274283840786666
35,1.0212756109092735,9.226373367710039e-05
36,1.0112958130865475,0.00011598391574807465
37,1.0020924094418986,0.00013863079948350787
38,0.9925608696546235,0.00024530262453481555
39,0.9813490412880223,0.00019798702851403505
40,0.9726243584714037,9.905801561905572e-05
41,0.962754870837945,0.00018010901112575084
42,0.9529811759306667,0.00010132275928987691
43,0.9420897864462032,0.00013016807497479022
44,0.9324673226901463,6.4490144723095e-05
45,0.9216377169709076,0.00013493580627255142
46,0.9119024629650869,0.0001902399235405028
47,0.9003210698761114,7.331102824537084e-05
48,0.8902475576632654,0.00014602071314584464
49,0.8807044888158699,6.890059739816934e-05
50,0.87023206826039,0.00011896379146492109
51,0.859883293464191,9.333651541965082e-05
52,0.8499638094728116,9.202533692808321e-05
53,0.8389119844668542,6.425174069590867e-05
54,0.8289982539542178,0.0001357701694360003
55,0.8171883081592687,6.615896563744172e-05
56,0.8073071493385048,0.00012396997772157192
57,0.7970766374677148,5.078186950302933e-05
58,0.7856715145444435,6.270212179515511e-05
59,0.7761905933767104,0.00018523407925385982
60,0.7649939218100081,0.0001045410826918669
61,0.7553510867987723,5.924526339984749e-05
62,0.7441895230744022,0.0001481661747675389
63,0.7331175035075214,0.0002213471452705562
64,0.7235226063652241,8.463501580990851e-05
65,0.7129701361286604,6.544376083184034e-05
66,0.7010195568068049,0.00016807096835691482
67,0.6914780441660286,0.00022885564249008894
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70,0.6621692317506825,8.701899787411094e-05
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72,0.6398550804443998,0.00011622230522334576
73,0.6303443161640486,8.546940807939938e-05
74,0.6203325070599293,0.00023946279543009656
75,0.60903626669504,4.005352093372494e-05
76,0.5995034185314613,0.00011467275908216834
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78,0.5807701123974606,0.00011193125828867778
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80,0.5610199176341205,7.724463648628443e-05
81,0.5500614953258479,2.407998726994265e-05
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98,0.4025050872002692,0.00011503035057103261
99,0.39565552314545244,0.00016306500765052694
1 epoch train_loss validation_loss
2 0 1.2999931491254673 0.006316815037280321
3 1 1.2838174114473684 0.0008273277780972421
4 2 1.272457465393565 0.000542612629942596
5 3 1.2531376944486856 0.00019774865359067917
6 4 1.2482067630283737 0.000248401309363544
7 5 1.2448134375922948 0.0001280225842492655
8 6 1.240739969569499 0.0017231153324246407
9 7 1.2368257911371967 0.0004228651523590088
10 8 1.2320516222153755 0.0006139777251519263
11 9 1.2265204288314542 0.000259365770034492
12 10 1.2201322848311311 0.00014661667228210717
13 11 1.2143308318132324 0.00022230061585572618
14 12 1.2076654285826582 0.00018857131363334996
15 13 1.2007539286258373 0.0006798578542657197
16 14 1.1936901803618145 0.0002367216220635448
17 15 1.1866281561938463 0.00011634149995876977
18 16 1.1790566006873517 0.00013124081306159496
19 17 1.1718051842280797 0.0001486429391661659
20 18 1.1641737207272131 4.815939246327616e-05
21 19 1.1565314973922487 0.00013243274588603526
22 20 1.1486829623081765 0.00010513706365600228
23 21 1.1417931234764112 0.00015364897262770683
24 22 1.1337797194085222 0.00015817821258679032
25 23 1.1259584812226628 0.0001736728590913117
26 24 1.1179984258844498 0.0001401803019689396
27 25 1.109480663508992 0.00012718822108581662
28 26 1.1011873347599819 0.00010775939154194167
29 27 1.0926581060813916 0.0002215855201939121
30 28 1.0846761363799087 0.00016175392374861985
31 29 1.0758383977920452 0.00023338454775512218
32 30 1.0670862209833138 0.00012861855793744326
33 31 1.0579246665569062 0.00010358751023886725
34 32 1.0484012720613856 0.0001081169830285944
35 33 1.0398159591984966 0.0001958416833120857
36 34 1.0309065503189991 0.00019274283840786666
37 35 1.0212756109092735 9.226373367710039e-05
38 36 1.0112958130865475 0.00011598391574807465
39 37 1.0020924094418986 0.00013863079948350787
40 38 0.9925608696546235 0.00024530262453481555
41 39 0.9813490412880223 0.00019798702851403505
42 40 0.9726243584714037 9.905801561905572e-05
43 41 0.962754870837945 0.00018010901112575084
44 42 0.9529811759306667 0.00010132275928987691
45 43 0.9420897864462032 0.00013016807497479022
46 44 0.9324673226901463 6.4490144723095e-05
47 45 0.9216377169709076 0.00013493580627255142
48 46 0.9119024629650869 0.0001902399235405028
49 47 0.9003210698761114 7.331102824537084e-05
50 48 0.8902475576632654 0.00014602071314584464
51 49 0.8807044888158699 6.890059739816934e-05
52 50 0.87023206826039 0.00011896379146492109
53 51 0.859883293464191 9.333651541965082e-05
54 52 0.8499638094728116 9.202533692808321e-05
55 53 0.8389119844668542 6.425174069590867e-05
56 54 0.8289982539542178 0.0001357701694360003
57 55 0.8171883081592687 6.615896563744172e-05
58 56 0.8073071493385048 0.00012396997772157192
59 57 0.7970766374677148 5.078186950302933e-05
60 58 0.7856715145444435 6.270212179515511e-05
61 59 0.7761905933767104 0.00018523407925385982
62 60 0.7649939218100081 0.0001045410826918669
63 61 0.7553510867987723 5.924526339984749e-05
64 62 0.7441895230744022 0.0001481661747675389
65 63 0.7331175035075214 0.0002213471452705562
66 64 0.7235226063652241 8.463501580990851e-05
67 65 0.7129701361286604 6.544376083184034e-05
68 66 0.7010195568068049 0.00016807096835691482
69 67 0.6914780441660286 0.00022885564249008894
70 68 0.6815003439467004 0.00014602071314584464
71 69 0.6703228943072553 0.00011550712952157483
72 70 0.6621692317506825 8.701899787411094e-05
73 71 0.6489275439894308 0.00010084597306558862
74 72 0.6398550804443998 0.00011622230522334576
75 73 0.6303443161640486 8.546940807939938e-05
76 74 0.6203325070599293 0.00023946279543009656
77 75 0.60903626669504 4.005352093372494e-05
78 76 0.5995034185314613 0.00011467275908216834
79 77 0.5890613411788158 0.00018916724366578204
80 78 0.5807701123974606 0.00011193125828867778
81 79 0.5702054390519585 5.507317473529838e-05
82 80 0.5610199176341205 7.724463648628443e-05
83 81 0.5500614953258479 2.407998726994265e-05
84 82 0.540985094966497 0.00011312322021694854
85 83 0.5307432216260933 7.092700980138034e-05
86 84 0.5243927860060724 6.97350042173639e-05
87 85 0.5120537099233152 0.00014983485743869096
88 86 0.5036018744971614 7.497983460780233e-05
89 87 0.4961598126812184 0.00018225439998786896
90 88 0.48590449592987456 7.712543447269127e-05
91 89 0.47810866688703696 8.570780482841656e-05
92 90 0.4699531478088315 5.602679812000133e-05
93 91 0.45855954356016 0.00030417583184316754
94 92 0.45120479237163685 9.870042413240299e-05
95 93 0.4439571063161621 9.095255518332124e-05
96 94 0.43643272990151377 8.40390202938579e-05
97 95 0.4275530857382212 7.283422019099817e-05
98 96 0.4180333036646292 7.10462118149735e-05
99 97 0.4104223961208729 0.00010251473577006289
100 98 0.4025050872002692 0.00011503035057103261
101 99 0.39565552314545244 0.00016306500765052694

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