midterm_baseline_rgb.txt

Epoch 0
Scheduler saw loss: 20.988153143774106
Time: 4.256701656182607 
Final Accuracy: 0.13055127908320657

Epoch 1
Scheduler saw loss: 11.697405465041534
Time: 9.493068015575409 
Final Accuracy: 0.16860722473138445

Epoch 2
Scheduler saw loss: 8.535455975351454
Time: 14.735674055417379 
Final Accuracy: 0.3022828670614832

Epoch 3
Scheduler saw loss: 5.730248073988323
Time: 19.975251948833467 
Final Accuracy: 0.503464409136072

Epoch 4
Scheduler saw loss: 3.6408536102198346
Time: 25.22337278922399 
Final Accuracy: 0.6249185820161584

Epoch 5
Scheduler saw loss: 3.090240863305104
Time: 30.46897642215093 
Final Accuracy: 0.6953753792024552

Epoch 6
Scheduler saw loss: 2.6350243016134334
Time: 35.71725698709488 
Final Accuracy: 0.7314207480104679

Epoch 7
Scheduler saw loss: 2.2363659656500516
Time: 41.22373768488566 
Final Accuracy: 0.757763472118322

Epoch 8
Scheduler saw loss: 2.0058493659466126
Time: 46.46178853114446 
Final Accuracy: 0.7811006379433288

Epoch 9
Scheduler saw loss: 2.00020185754269
Time: 51.69119122028351 
Final Accuracy: 0.7940909070897111

Epoch 10
Scheduler saw loss: 1.7907780672930464
Time: 56.92713116804759 
Final Accuracy: 0.8135192681617652

Epoch 11
Scheduler saw loss: 1.7830042152465144
Time: 62.177308559417725 
Final Accuracy: 0.8265822402339725

Epoch 12
Scheduler saw loss: 1.6763634991042222
Time: 67.41784009138743 
Final Accuracy: 0.8305920041417435

Epoch 13
Scheduler saw loss: 1.6088672340670718
Time: 72.65086610714594 
Final Accuracy: 0.8292388204388228

Epoch 14
Scheduler saw loss: 1.6728817103784295
Time: 77.90450230836868 
Final Accuracy: 0.847999697057992

Epoch 15
Scheduler saw loss: 1.5931014358242856
Time: 83.14220418532689 
Final Accuracy: 0.8527940603852345

Epoch 16
Scheduler saw loss: 1.5170928262457062
Time: 88.38654724359512 
Final Accuracy: 0.8536120901218601

Epoch 17
Scheduler saw loss: 1.5419052228142944
Time: 93.6453890879949 
Final Accuracy: 0.8651505348766931

Epoch 18
Scheduler saw loss: 1.3489014506340027
Time: 98.89037041664123 
Final Accuracy: 0.8693619556576289

Epoch 19
Scheduler saw loss: 1.3073551021044767
Time: 104.13632810115814 
Final Accuracy: 0.8694832875814519

Epoch 20
Scheduler saw loss: 1.3340501023244253
Time: 109.38861805200577 
Final Accuracy: 0.8790100813922436

Epoch 21
Scheduler saw loss: 1.2181486411939693
Time: 114.64429372946421 
Final Accuracy: 0.8730614585866578

Epoch 22
Scheduler saw loss: 1.1559625803669797
Time: 119.90372034311295 
Final Accuracy: 0.8788048727452681

Epoch 23
Scheduler saw loss: 1.2301275292529334
Time: 125.16361437241237 
Final Accuracy: 0.8769333002432018

Epoch 24
Scheduler saw loss: 1.2091689230520515
Time: 130.42425913016 
Final Accuracy: 0.8852709961725852

Epoch 25
Scheduler saw loss: 1.2726323589493957
Time: 135.95615611076354 
Final Accuracy: 0.8851133075628419

Epoch 26
Scheduler saw loss: 1.160508419893965
Time: 141.21559635003408 
Final Accuracy: 0.8928565917934103

Epoch 27
Scheduler saw loss: 1.074035476280164
Time: 146.45403164227804 
Final Accuracy: 0.8950829330327141

Epoch 28
Scheduler saw loss: 1.1367982150633125
Time: 151.6981265505155 
Final Accuracy: 0.8984327601687847

Epoch 29
Scheduler saw loss: 1.0609018746056134
Time: 156.94045584996542 
Final Accuracy: 0.9005948947287775

Epoch 30
Scheduler saw loss: 1.1262522060659867
Time: 162.18758946259817 
Final Accuracy: 0.8986313665701473

Epoch 31
Scheduler saw loss: 1.037263017289246
Time: 167.42649619579316 
Final Accuracy: 0.9041964997550039

Epoch 32
Scheduler saw loss: 1.1233046066157426
Time: 172.82455614407857 
Final Accuracy: 0.9004356937940547

Epoch 33
Scheduler saw loss: 1.1323186166678803
Time: 178.1963880697886 
Final Accuracy: 0.9038255536739837

Epoch 34
Scheduler saw loss: 1.0168241771716107
Time: 183.44551787376403 
Final Accuracy: 0.9019986497100717

Epoch 35
Scheduler saw loss: 0.9614185977585709
Time: 188.69497474829356 
Final Accuracy: 0.906250022592146

Epoch 36
Scheduler saw loss: 0.9486239446869379
Time: 193.96168483098347 
Final Accuracy: 0.9072286772501297

Epoch 37
Scheduler saw loss: 1.012128638693049
Time: 199.22350409030915 
Final Accuracy: 0.9088763780481451

Epoch 38
Scheduler saw loss: 1.0831252781650689
Time: 204.49265530904134 
Final Accuracy: 0.9090556986262113

Epoch 39
Scheduler saw loss: 0.9856297498262381
Time: 209.7569230278333 
Final Accuracy: 0.9096491971190154

Epoch 40
Scheduler saw loss: 0.9612636709515052
Time: 215.02696258624394 
Final Accuracy: 0.9123323260249284

Epoch 41
Scheduler saw loss: 0.9239026911651032
Time: 220.29868259827296 
Final Accuracy: 0.9132091651669756

Epoch 42
Scheduler saw loss: 0.9178504845764064
Time: 225.56188642978668 
Final Accuracy: 0.9144741487867816

Epoch 43
Scheduler saw loss: 0.90690984944754
Time: 230.8189698179563 
Final Accuracy: 0.9164807461079844

Epoch 44
Scheduler saw loss: 0.8875094550319865
Time: 236.06930539608 
Final Accuracy: 0.9177588728185743

Epoch 45
Scheduler saw loss: 0.8801966275595412
Time: 241.3212191859881 
Final Accuracy: 0.9183870566484478

Epoch 46
Scheduler saw loss: 0.8223562708383874
Time: 246.57451517581939 
Final Accuracy: 0.9161860098602048

Epoch 47
Scheduler saw loss: 0.8269322499444213
Time: 251.82801886796952 
Final Accuracy: 0.9210220934264348

Epoch 48
Scheduler saw loss: 0.8284082835233664
Time: 257.08270745277406 
Final Accuracy: 0.9213364011263613

Epoch 49
Scheduler saw loss: 0.8092884847634956
Time: 262.4603205164274 
Final Accuracy: 0.9208639812238104

Epoch 50
Scheduler saw loss: 0.9585469006737576
Time: 267.8660257935524 
Final Accuracy: 0.915361729033006

Epoch 51
Scheduler saw loss: 0.9028965042361731
Time: 273.12483940124514 
Final Accuracy: 0.9178723970327533

Epoch 52
Scheduler saw loss: 0.936365161892734
Time: 278.3812186996142 
Final Accuracy: 0.9130553720771004

Epoch 53
Scheduler saw loss: 0.9684338999699943
Time: 283.651959280173 
Final Accuracy: 0.9202986120282171

Epoch 54
Scheduler saw loss: 0.8433631160591222
Time: 288.9167093515396 
Final Accuracy: 0.9230085132267183

Epoch 55
Scheduler saw loss: 0.7630858368511442
Time: 294.1804916421572 
Final Accuracy: 0.9202010952269265

Epoch 56
Scheduler saw loss: 0.8218877394742603
Time: 299.69234739144645 
Final Accuracy: 0.9238121999353519

Epoch 57
Scheduler saw loss: 0.8257419644277307
Time: 304.9843095938365 
Final Accuracy: 0.9282564321631954

Epoch 58
Scheduler saw loss: 0.8031845345527311
Time: 310.2580518603325 
Final Accuracy: 0.9232172993901228

Epoch 59
Scheduler saw loss: 0.7822662448581261
Time: 315.5294096787771 
Final Accuracy: 0.9265960410225106

Epoch 60
Scheduler saw loss: 0.7399964626831345
Time: 320.78964797655743 
Final Accuracy: 0.9267191807384267

Epoch 61
Scheduler saw loss: 0.7682986236825774
Time: 326.0508144100507 
Final Accuracy: 0.9280791654282198

Epoch 62
Scheduler saw loss: 0.8104550751704204
Time: 331.30634867747625 
Final Accuracy: 0.9220338659058297

Epoch 63
Scheduler saw loss: 0.7178887747511079
Time: 336.5600007494291 
Final Accuracy: 0.92913580806070560

Epoch 64
Scheduler saw loss: 0.6652303994456424
Time: 341.8197097619375 
Final Accuracy: 0.9307942469225239