Epoch 0

.gitattributes

@@ -44,3 +44,4 @@ sample_images_epoch_30.png filter=lfs diff=lfs merge=lfs -text
 sample_images_epoch_35.png filter=lfs diff=lfs merge=lfs -text
 sample_images_epoch_40.png filter=lfs diff=lfs merge=lfs -text
 sample_images_epoch_45.png filter=lfs diff=lfs merge=lfs -text
+sample_images_epoch_50.png filter=lfs diff=lfs merge=lfs -text

training_metrics.csv

@@ -1,51 +1,2 @@
 epoch,train_loss,val_loss,learning_rate,psnr,ssim,lpips
-1,0.5966167449951172,0.5732506192647494,1.02e-05,10.476568221129359,-0.03727066,0.7758095401983994
-2,0.06099138781428337,0.06481673425206771,2.04e-05,10.469629339013418,-0.03733367,0.7773599487084609
-3,0.03272758796811104,0.04262535302684857,3.06e-05,10.48442195760881,-0.036428396,0.7723386287689209
-4,0.028521908447146416,0.028542049658986237,4.08e-05,10.483611508417285,-0.03621953,0.774112765605633
-5,0.03588087111711502,0.020900286590823762,5.1000000000000006e-05,10.467419571106479,-0.03808304,0.777500698199639
-6,0.014002141542732716,0.01821683827214516,6.12e-05,10.475743218559664,-0.03793389,0.7784409889808068
-7,0.058902475982904434,0.019923377208984815,7.14e-05,10.483005918390386,-0.03641224,0.7747703698965219
-8,0.010091657750308514,0.01172207797376009,8.16e-05,10.475884282605465,-0.037581593,0.7770686516394982
-9,0.06742729991674423,0.00946988115230432,9.180000000000001e-05,10.48037728176068,-0.037169777,0.7742703969662006
-10,0.004634846467524767,0.005234540511782353,9.999412884518409e-05,10.47367589647546,-0.03748404,0.7752405038246741
-11,0.004379992838948965,0.009704160718963696,9.978168910440112e-05,10.472079857588565,-0.037895266,0.7771845184839689
-12,0.041103463619947433,0.010189462524767105,9.926531422020326e-05,10.469696724150932,-0.037894074,0.7783989677062402
-13,0.0039046418387442827,0.006255870595431099,9.84481568472575e-05,10.477543006934022,-0.036955707,0.7761552379681513
-14,0.04500056803226471,0.005967264314397023,9.733520602566684e-05,10.479672590876264,-0.037509527,0.7743538388839135
-15,0.002736677648499608,0.0029940520628140522,9.593325672108351e-05,10.47811691374279,-0.03726902,0.7760692651455219
-16,0.002088976791128516,0.004556661579184807,9.425086833899604e-05,10.4813050917242,-0.036716197,0.7748852830666763
-17,0.026797622442245483,0.006642509932414844,9.229831246647571e-05,10.476933149869257,-0.037106927,0.7772099238175613
-18,0.002868709387257695,0.003917097203576794,9.00875101604375e-05,10.488193381037679,-0.036476154,0.7727111761386578
-19,0.030540360137820244,0.004343066463032021,8.763195916529384e-05,10.47837419184657,-0.037536267,0.7745645963228666
-20,0.0020187997724860907,0.002318973572423252,8.494665150436288e-05,10.477826800877013,-0.037008062,0.7761511894372793
-21,0.0015217033214867115,0.0036306312988297297,8.204798194816607e-05,10.483671201905937,-0.036559712,0.7730532838748052
-22,0.029587434604763985,0.007002150281690634,7.895364791844879e-05,10.480366904925592,-0.036930393,0.7747500538825989
-23,0.002458699746057391,0.002881642762356653,7.568254143904579e-05,10.475703032026294,-0.037638504,0.7778399586677551
-24,0.034355130046606064,0.0037402529269456863,7.225463379327084e-05,10.484007378502287,-0.03665374,0.7742837300667396
-25,0.0015643468359485269,0.0019290804361494689,6.869085359203844e-05,10.47365568181108,-0.037625853,0.7764191719201895
-26,0.0012609153054654598,0.003272777208342002,6.501295899715562e-05,10.46015138424837,-0.038702138,0.780750572681427
-27,0.019808614626526833,0.005550445908179076,6.124340487990678e-05,10.484574229721416,-0.036724117,0.7744591006865869
-28,0.0017069008899852633,0.002487121740929209,5.7405205725976283e-05,10.479532863590162,-0.037065964,0.7747912544470567
-29,0.02527335286140442,0.003240834384296949,5.3521795123723486e-05,10.472588385148116,-0.037798498,0.7778706367199237
-30,0.001397670479491353,0.0016159158235845657,4.9616882693684923e-05,10.47042823946823,-0.03823976,0.7770722600129935
-31,0.0010752684902399778,0.0027683979670445505,4.57143093328008e-05,10.470528569150396,-0.03789455,0.7776314478654128
-32,0.02047904022037983,0.004666288857921385,4.1837901657151556e-05,10.47691328361678,-0.03751091,0.7750177658521212
-33,0.0014301799237728119,0.001948209425721031,3.801132653188441e-05,10.479869141727884,-0.037246212,0.7752546668052673
-34,0.016783390194177628,0.0027673876432415387,3.425794657647669e-05,10.472460713136686,-0.037725203,0.7775556445121765
-35,0.0012939001899212599,0.0014440049596417409,3.060067752752874e-05,10.474364960214883,-0.037794556,0.7768579446352445
-36,0.000919233716558665,0.0022364601654072222,2.7061848329937744e-05,10.478780158308034,-0.037445024,0.7756835909990164
-37,0.012812762521207333,0.003418647343865954,2.366306481064608e-05,10.48028840661457,-0.037452996,0.7752774907992437
-38,0.0010489070555195212,0.0020854177687746975,2.0425077767285516e-05,10.473669735531244,-0.037542917,0.7772729213421161
-39,0.019253790378570557,0.0027093720228339615,1.7367656277083118e-05,10.466617578935724,-0.0387462,0.7790804734596839
-40,0.001174097997136414,0.0013399470839291238,1.4509466999523985e-05,10.479070333911373,-0.03699205,0.773243798659398
-41,0.0009075740817934275,0.002247136359353765,1.1867960209671303e-05,10.48300675721694,-0.036980655,0.772319917495434
-42,0.007931182160973549,0.002534259056959015,9.459263257951473e-06,10.47897703532996,-0.037320085,0.7741511968465952
-43,0.0009568195091560483,0.001488244675923712,7.298082106870707e-06,10.482263003954024,-0.036983814,0.7744233378997216
-44,0.013751128688454628,0.0022250255435490264,5.397611545816722e-06,10.47444494991797,-0.038012594,0.7763615617385278
-45,0.0013628543820232153,0.0012524291613282492,3.7694546321168756e-06,10.483782796000472,-0.037101593,0.7735239359048697
-46,0.0008792440639808774,0.0022774130920879543,2.423551850193645e-06,10.477088309396425,-0.037571523,0.7763314109582168
-47,0.00748509680852294,0.0030968963356616977,1.368120421326685e-06,10.472655138455014,-0.038480453,0.7794288259286147
-48,0.0009231039439328015,0.001483390443564321,6.096041345571013e-07,10.48000325901879,-0.037055414,0.7749298214912415
-49,0.016490772366523743,0.002194864232128916,1.5263400503420232e-07,10.481930819510318,-0.03665688,0.7742164089129522
-50,0.0011283408384770155,0.0012618336835517907,0.0,10.47084210478565,-0.038422454,0.7784526990010188
+1,0.6143601536750793,0.6112714272279006,1.02e-05,10.321061015327711,-0.023992376,0.7710694074630737