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nohup.out
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Torch version: 1.13.0
Cuda available: True
Evaluating for the model: ColorCNN_lightness_RGB_normalized
Loss function: MSE
Output Color Space: CIELab
Color or Lightness?: Lightness
Device: cuda:1
------- Epoch 0 -------
Train loss: 85.62741986590046
Test loss: 1.3160887375425157
------- Epoch 1 -------
Train loss: 0.5379099932409102
Test loss: 0.44189486521005866
------- Epoch 2 -------
Train loss: 0.3078915544094578
Test loss: 0.23316766686225637
------- Epoch 3 -------
Train loss: 0.17834209122004047
Test loss: 0.13520065289706126
------- Epoch 4 -------
Train loss: 0.10970541354148619
Test loss: 0.0886949898084558
------- Epoch 5 -------
Train loss: 0.0729458405365867
Test loss: 0.06915902983321083
------- Epoch 6 -------
Train loss: 0.05758074136270631
Test loss: 0.059340950471543634
------- Epoch 7 -------
Train loss: 0.05185255005715355
Test loss: 0.05843449570602388
------- Epoch 8 -------
Train loss: 0.04853429338864742
Test loss: 0.05435333069723833
------- Epoch 9 -------
Train loss: 0.04780167443377356
Test loss: 0.05337884539088673
------- Epoch 10 -------
Train loss: 0.04718597401534357
Test loss: 0.05313501240208361
------- Epoch 11 -------
Train loss: 0.04585028526883933
Test loss: 0.05230011862824041
------- Epoch 12 -------
Train loss: 0.045347735826526916
Test loss: 0.05208377695698744
------- Epoch 13 -------
Train loss: 0.04561472774272965
Test loss: 0.05252386581831513
------- Epoch 14 -------
Train loss: 0.0451429846486257
Test loss: 0.05113015918056458
------- Epoch 15 -------
Train loss: 0.04529157322981665
Test loss: 0.05076563308450439
------- Epoch 16 -------
Train loss: 0.04468949884176254
Test loss: 0.050843167896914565
------- Epoch 17 -------
Train loss: 0.044747228914451216
Test loss: 0.0515329161872585
------- Epoch 18 -------
Train loss: 0.04477051591440555
Test loss: 0.05154603485736457
------- Epoch 19 -------
Train loss: 0.04450130678953663
Test loss: 0.05135264538660434
------- Epoch 20 -------
Train loss: 0.044721667744940324
Test loss: 0.050663192646351815
------- Epoch 21 -------
Train loss: 0.044777925817235824
Test loss: 0.05068502350848341
------- Epoch 22 -------
Train loss: 0.044929142710903
Test loss: 0.050559829649544905
------- Epoch 23 -------
Train loss: 0.04506056584537991
Test loss: 0.05120239594055332
------- Epoch 24 -------
Train loss: 0.04472982964568561
Test loss: 0.05062849905567829
------- Epoch 25 -------
Train loss: 0.0445657022778065
Test loss: 0.050749813551969815
------- Epoch 26 -------
Train loss: 0.04500335331765875
Test loss: 0.05161042424051923
------- Epoch 27 -------
Train loss: 0.04525163198911374
Test loss: 0.051357137384926435
------- Epoch 28 -------
Train loss: 0.04427094856697705
Test loss: 0.05078331125489586
------- Epoch 29 -------
Train loss: 0.044832678091141484
Test loss: 0.050430564141107984
------- Epoch 30 -------
Train loss: 0.0451793463660344
Test loss: 0.05102479153806745
------- Epoch 31 -------
Train loss: 0.04450347959514587
Test loss: 0.05053320001259694
------- Epoch 32 -------
Train loss: 0.043993083369587696
Test loss: 0.05067954216654823
------- Epoch 33 -------
Train loss: 0.044931577909136974
Test loss: 0.0506406440225903
------- Epoch 34 -------
Train loss: 0.04476392939085922
Test loss: 0.05005529440953274
------- Epoch 35 -------
Train loss: 0.044465842716876536
Test loss: 0.05033953888416011
------- Epoch 36 -------
Train loss: 0.0445244375976824
Test loss: 0.05048923237569808
------- Epoch 37 -------
Train loss: 0.04510311520988903
Test loss: 0.05153316205879462
------- Epoch 38 -------
Train loss: 0.044783815381027034
Test loss: 0.050539756317125616
------- Epoch 39 -------
Train loss: 0.04505037921931474
Test loss: 0.05058280514549551
------- Epoch 40 -------
Train loss: 0.044664675910626686
Test loss: 0.050689517513473545
------- Epoch 41 -------
Train loss: 0.04461153410375118
Test loss: 0.050003820581027425
------- Epoch 42 -------
Train loss: 0.044834484195997636
Test loss: 0.05000483204840719
------- Epoch 43 -------
Train loss: 0.04492235033502502
Test loss: 0.050481208648101704
------- Epoch 44 -------
Train loss: 0.04462057481249494
Test loss: 0.04976286983492173
------- Epoch 45 -------
Train loss: 0.04478004268340526
Test loss: 0.05022112232079728
------- Epoch 46 -------
Train loss: 0.044760559174803
Test loss: 0.050574976780808356
------- Epoch 47 -------
Train loss: 0.044555326983813315
Test loss: 0.050878509073563984
------- Epoch 48 -------
Train loss: 0.04437463105686249
Test loss: 0.05093837063894523
------- Epoch 49 -------
Train loss: 0.04469144602696742
Test loss: 0.050532709464820774
------- Epoch 50 -------
Train loss: 0.044670104920383424
Test loss: 0.05033205975097453
------- Epoch 51 -------
Train loss: 0.044633170169207356
Test loss: 0.05111854822162939
------- Epoch 52 -------
Train loss: 0.04521090206840346
Test loss: 0.04998988284890607
------- Epoch 53 -------
Train loss: 0.04442937825355799
Test loss: 0.050521123359915016
------- Epoch 54 -------
Train loss: 0.04445112818070958
Test loss: 0.049949081342073175
------- Epoch 55 -------
Train loss: 0.04483498512737213
Test loss: 0.05015273802714106
------- Epoch 56 -------
Train loss: 0.044671322098903114
Test loss: 0.05092069463020262
------- Epoch 57 -------
Train loss: 0.044359936348853574
Test loss: 0.05059010354291111
------- Epoch 58 -------
Train loss: 0.04463017425469814
Test loss: 0.05056942781022606
------- Epoch 59 -------
Train loss: 0.04459234032659761
Test loss: 0.05093283393379381
------- Epoch 60 -------
Train loss: 0.04455053208455924
Test loss: 0.05002841656392599
------- Epoch 61 -------
Train loss: 0.04444562529604281
Test loss: 0.050296303538523775
------- Epoch 62 -------
Train loss: 0.044728338568200986
Test loss: 0.0509005585283317
------- Epoch 63 -------
Train loss: 0.04413868510915387
Test loss: 0.04952255410532211
------- Epoch 64 -------
Train loss: 0.04457751616475082
Test loss: 0.050327047503419785
------- Epoch 65 -------
Train loss: 0.044654282170438
Test loss: 0.050448111728597256
------- Epoch 66 -------
Train loss: 0.04461999937531448
Test loss: 0.050380329383862714
------- Epoch 67 -------
Train loss: 0.04446718081711761
Test loss: 0.050785791971638024
------- Epoch 68 -------
Train loss: 0.044319897169067014
Test loss: 0.05066458100663435
------- Epoch 69 -------
Train loss: 0.04432093183840475
Test loss: 0.04969798768821244
------- Epoch 70 -------
Train loss: 0.04447426391585219
Test loss: 0.051095398364293124
------- Epoch 71 -------
Train loss: 0.0447122253958256
Test loss: 0.05124507003885752
------- Epoch 72 -------
Train loss: 0.04454688926137263
Test loss: 0.05089769170610687
------- Epoch 73 -------
Train loss: 0.044416675975005475
Test loss: 0.05019631812532562
------- Epoch 74 -------
Train loss: 0.04481825238514331
Test loss: 0.05028117018613439
------- Epoch 75 -------
Train loss: 0.044655063580120766
Test loss: 0.05083946619358739
------- Epoch 76 -------
Train loss: 0.04468735139216146
Test loss: 0.05023434834472409
------- Epoch 77 -------
Train loss: 0.04479024577285013
Test loss: 0.050558973722570136
------- Epoch 78 -------
Train loss: 0.044580151957850304
Test loss: 0.049911024875508435
------- Epoch 79 -------
Train loss: 0.04437167738233843
Test loss: 0.0509056741077896
------- Epoch 80 -------
Train loss: 0.0446297702709994
Test loss: 0.05010344172829249
------- Epoch 81 -------
Train loss: 0.04460412501207282
Test loss: 0.05120171803271718
------- Epoch 82 -------
Train loss: 0.04429902169372766
Test loss: 0.05097149732739948
------- Epoch 83 -------
Train loss: 0.044585568710200245
Test loss: 0.05009990897508854
------- Epoch 84 -------
Train loss: 0.044725256341118964
Test loss: 0.049572348899331584
------- Epoch 85 -------
Train loss: 0.0445471950656464
Test loss: 0.05018072644192686
------- Epoch 86 -------
Train loss: 0.04467857466830361
Test loss: 0.050456393994966584
------- Epoch 87 -------
Train loss: 0.04485271029895352
Test loss: 0.05062192776663763
------- Epoch 88 -------
Train loss: 0.044474563140782616
Test loss: 0.049764929240536146
------- Epoch 89 -------
Train loss: 0.04441418228370528
Test loss: 0.05108978315293796
------- Epoch 90 -------
Train loss: 0.04464249577253095
Test loss: 0.050196843920950356
------- Epoch 91 -------
Train loss: 0.044810591626071164
Test loss: 0.050020264134922575
------- Epoch 92 -------
Train loss: 0.044997679970918164
Test loss: 0.05051169894288192
------- Epoch 93 -------
Train loss: 0.04495753335856622
Test loss: 0.05042998561908286
------- Epoch 94 -------
Train loss: 0.0446524953830146
Test loss: 0.05061096159156917
------- Epoch 95 -------
Train loss: 0.044709437376549165
Test loss: 0.05011134831574377
------- Epoch 96 -------
Train loss: 0.04494775206811966
Test loss: 0.05102050447755074
------- Epoch 97 -------
Train loss: 0.044261714053009785
Test loss: 0.050636051299681
------- Epoch 98 -------
Train loss: 0.044156973400423606
Test loss: 0.04995685726509046
------- Epoch 99 -------
Train loss: 0.04473906121547184
Test loss: 0.05022093943272275
------- Epoch 100 -------
Train loss: 0.04445505649932931
Test loss: 0.05071647404231278
------- Epoch 101 -------
Train loss: 0.044076188377315
Test loss: 0.0514496939668759
------- Epoch 102 -------
Train loss: 0.04448334247835221
Test loss: 0.050308112571685576
------- Epoch 103 -------
Train loss: 0.04463913910571606
Test loss: 0.0501635793219858
------- Epoch 104 -------
Train loss: 0.04540761049476362
Test loss: 0.05024364119966659
------- Epoch 105 -------
Train loss: 0.0442451094727843
Test loss: 0.05056213900155443
------- Epoch 106 -------
Train loss: 0.0444109087749835
Test loss: 0.0511205286396093
------- Epoch 107 -------
Train loss: 0.04466554729808723
Test loss: 0.051109689824633896
------- Epoch 108 -------
Train loss: 0.044635113178481976
Test loss: 0.050625121392576765
------- Epoch 109 -------
Train loss: 0.04450509799343924
Test loss: 0.050640017994796394
------- Epoch 110 -------
Train loss: 0.044736786895701965
Test loss: 0.050288071666918475
------- Epoch 111 -------
Train loss: 0.04456082049516901
Test loss: 0.049875781243020265
------- Epoch 112 -------
Train loss: 0.04462251749130026
Test loss: 0.05022643770978668
------- Epoch 113 -------
Train loss: 0.04501585226746336
Test loss: 0.050213005523082464
------- Epoch 114 -------
Train loss: 0.04471049589976188
Test loss: 0.050441490087978894
------- Epoch 115 -------
Train loss: 0.04483855401556338
Test loss: 0.0509161198370572
------- Epoch 116 -------
Train loss: 0.04491925521964027
Test loss: 0.05052730925578339
------- Epoch 117 -------
Train loss: 0.04440480326452563
Test loss: 0.049615744481167394
------- Epoch 118 -------
Train loss: 0.044733141609016924
Test loss: 0.049630987579759325
------- Epoch 119 -------
Train loss: 0.044489237029225595
Test loss: 0.05056598154175346
------- Epoch 120 -------
Train loss: 0.04496144602495816
Test loss: 0.04991927375026388
------- Epoch 121 -------
Train loss: 0.04456608670373117
Test loss: 0.050262697494461814
------- Epoch 122 -------
Train loss: 0.04482288610550665
Test loss: 0.05080430095377749
------- Epoch 123 -------
Train loss: 0.044296530946608514
Test loss: 0.049967698881470915
------- Epoch 124 -------
Train loss: 0.04444857933107884
Test loss: 0.05068101020312878
------- Epoch 125 -------
Train loss: 0.04439007283578957
Test loss: 0.05038721006522176
------- Epoch 126 -------
Train loss: 0.04444561652358501
Test loss: 0.05067929120697602
------- Epoch 127 -------
Train loss: 0.04452990800622971
Test loss: 0.05083701767929479
------- Epoch 128 -------
Train loss: 0.04448011256153545
Test loss: 0.050895351416124134
------- Epoch 129 -------
Train loss: 0.044764915481209755
Test loss: 0.05068764833058301
------- Epoch 130 -------
Train loss: 0.04452810490563992
Test loss: 0.05060457230463784
------- Epoch 131 -------
Train loss: 0.044602405069576155
Test loss: 0.05000678530699764
------- Epoch 132 -------
Train loss: 0.04472223510064425
Test loss: 0.050829363460134995
------- Epoch 133 -------
Train loss: 0.04498375014912698
Test loss: 0.05051864487315118
------- Epoch 134 -------
Train loss: 0.04483291957407228
Test loss: 0.05044435331831577
------- Epoch 135 -------
Train loss: 0.04442950037698592
Test loss: 0.05060223555433514
------- Epoch 136 -------
Train loss: 0.04436795764993275
Test loss: 0.050882809418937774
------- Epoch 137 -------
Train loss: 0.04458684266935433
Test loss: 0.051258335061785114
------- Epoch 138 -------
Train loss: 0.04433598291249045
Test loss: 0.05122173847458696
------- Epoch 139 -------
Train loss: 0.0446003517736831
Test loss: 0.050251183130996885
------- Epoch 140 -------
Train loss: 0.04468774215708817
Test loss: 0.050511251392391945
------- Epoch 141 -------
Train loss: 0.04472284688944778
Test loss: 0.05007665560506505
------- Epoch 142 -------
Train loss: 0.04475571374378858
Test loss: 0.050576569226112984
------- Epoch 143 -------
Train loss: 0.044589069822142204
Test loss: 0.05010108451915585
------- Epoch 144 -------
Train loss: 0.044925666954969204
Test loss: 0.04979927876995076
------- Epoch 145 -------
Train loss: 0.04475350104152195
Test loss: 0.04985931931875506
------- Epoch 146 -------
Train loss: 0.044596382326656775
Test loss: 0.04996730777105357
------- Epoch 147 -------
Train loss: 0.044868305295465455
Test loss: 0.05055366008400597
------- Epoch 148 -------
Train loss: 0.045054825623669935
Test loss: 0.04998339668022269
------- Epoch 149 -------
Train loss: 0.045208877222912926
Test loss: 0.049814302625383146