You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
200 lines
17 KiB
200 lines
17 KiB
Epoch 0. Training loss: 0.14875313472002744 Average PSNR: 13.378548447840299 dB.
|
|
Epoch 1. Training loss: 0.015275207967497408 Average PSNR: 17.42924177677117 dB.
|
|
Epoch 2. Training loss: 0.011266281926073134 Average PSNR: 18.757091258443367 dB.
|
|
Epoch 3. Training loss: 0.007268386427313089 Average PSNR: 21.45991297849006 dB.
|
|
Epoch 4. Training loss: 0.003995528084924444 Average PSNR: 23.848708920906056 dB.
|
|
Epoch 5. Training loss: 0.00243228601408191 Average PSNR: 25.814329549022027 dB.
|
|
Epoch 6. Training loss: 0.0015943490510107949 Average PSNR: 27.529330365919293 dB.
|
|
Epoch 7. Training loss: 0.00112663698149845 Average PSNR: 28.973019031043023 dB.
|
|
Epoch 8. Training loss: 0.0008293315611081198 Average PSNR: 30.121271320226853 dB.
|
|
Epoch 9. Training loss: 0.0006575708842137828 Average PSNR: 31.04464052247794 dB.
|
|
Epoch 10. Training loss: 0.0005367766652489081 Average PSNR: 31.820446047979445 dB.
|
|
Epoch 11. Training loss: 0.0004539210665097926 Average PSNR: 32.491218057269165 dB.
|
|
Epoch 12. Training loss: 0.00039154114405391737 Average PSNR: 33.05704847426454 dB.
|
|
Epoch 13. Training loss: 0.00034473506471840667 Average PSNR: 33.58429206508774 dB.
|
|
Epoch 14. Training loss: 0.00030716530316567516 Average PSNR: 34.06440795826225 dB.
|
|
Epoch 15. Training loss: 0.0002766982484899927 Average PSNR: 34.51910808772584 dB.
|
|
Epoch 16. Training loss: 0.00024886662838980556 Average PSNR: 34.9183669618796 dB.
|
|
Epoch 17. Training loss: 0.0002273252428130945 Average PSNR: 35.32857831324897 dB.
|
|
Epoch 18. Training loss: 0.00020853087546129245 Average PSNR: 35.67967789504088 dB.
|
|
Epoch 19. Training loss: 0.00019246405652666 Average PSNR: 36.02033897287565 dB.
|
|
Epoch 20. Training loss: 0.00017955698385776486 Average PSNR: 36.30282652504606 dB.
|
|
Epoch 21. Training loss: 0.00016742635118134784 Average PSNR: 36.61986081553303 dB.
|
|
Epoch 22. Training loss: 0.00015529726297245361 Average PSNR: 36.932148671635645 dB.
|
|
Epoch 23. Training loss: 0.00014399774467165115 Average PSNR: 37.365006814093846 dB.
|
|
Epoch 24. Training loss: 0.00013206048992287834 Average PSNR: 37.65861852072448 dB.
|
|
Epoch 25. Training loss: 0.00012246826609043637 Average PSNR: 37.97759224613426 dB.
|
|
Epoch 26. Training loss: 0.00011503802044899203 Average PSNR: 38.234452682907644 dB.
|
|
Epoch 27. Training loss: 0.00010774759506603004 Average PSNR: 38.52051534464395 dB.
|
|
Epoch 28. Training loss: 0.00010174096278205979 Average PSNR: 38.76806032187628 dB.
|
|
Epoch 29. Training loss: 9.698616515379398e-05 Average PSNR: 38.96585890558862 dB.
|
|
Epoch 30. Training loss: 9.265545588277746e-05 Average PSNR: 39.132399583419286 dB.
|
|
Epoch 31. Training loss: 8.88960807787953e-05 Average PSNR: 39.32665802812593 dB.
|
|
Epoch 32. Training loss: 8.514736950019142e-05 Average PSNR: 39.485947129970526 dB.
|
|
Epoch 33. Training loss: 8.228369857533835e-05 Average PSNR: 39.657517115527824 dB.
|
|
Epoch 34. Training loss: 7.935761332191759e-05 Average PSNR: 39.78166850360353 dB.
|
|
Epoch 35. Training loss: 7.67016623285599e-05 Average PSNR: 39.955637582206506 dB.
|
|
Epoch 36. Training loss: 7.411128972307779e-05 Average PSNR: 40.03724905997241 dB.
|
|
Epoch 37. Training loss: 7.20307761366712e-05 Average PSNR: 40.27968283854483 dB.
|
|
Epoch 38. Training loss: 6.979531452088849e-05 Average PSNR: 40.453226841911 dB.
|
|
Epoch 39. Training loss: 6.788882783439476e-05 Average PSNR: 40.4245090632741 dB. 32.6363/0.6468
|
|
Epoch 40. Training loss: 6.613676512642996e-05 Average PSNR: 40.41326497885555 dB.
|
|
Epoch 41. Training loss: 6.460600769059966e-05 Average PSNR: 40.807618644183165 dB.
|
|
Epoch 42. Training loss: 6.28032401073142e-05 Average PSNR: 40.85120959811469 dB.
|
|
Epoch 43. Training loss: 6.187801533087622e-05 Average PSNR: 41.01150926102096 dB.
|
|
Epoch 44. Training loss: 6.058884808226139e-05 Average PSNR: 41.05180893277702 dB.
|
|
Epoch 45. Training loss: 5.893255285627674e-05 Average PSNR: 41.168570742704055 dB.
|
|
Epoch 46. Training loss: 5.732719488150906e-05 Average PSNR: 41.240308580465154 dB.
|
|
Epoch 47. Training loss: 5.702058719180059e-05 Average PSNR: 41.3511633017136 dB.
|
|
Epoch 48. Training loss: 5.561599014981766e-05 Average PSNR: 41.45872854749355 dB.
|
|
Epoch 49. Training loss: 5.5232235354196746e-05 Average PSNR: 41.40003123922509 dB.
|
|
Epoch 50. Training loss: 5.44620567234233e-05 Average PSNR: 41.14656813110207 dB.
|
|
Epoch 51. Training loss: 5.3858329320064516e-05 Average PSNR: 41.412219824049416 dB.
|
|
Epoch 52. Training loss: 5.249960475339322e-05 Average PSNR: 41.06763311036325 dB.
|
|
Epoch 53. Training loss: 5.251374377621687e-05 Average PSNR: 41.837420965513424 dB.
|
|
Epoch 54. Training loss: 5.06843776020105e-05 Average PSNR: 41.77355106160621 dB.
|
|
Epoch 55. Training loss: 4.994360175260226e-05 Average PSNR: 41.98269945660057 dB.
|
|
Epoch 56. Training loss: 5.027707884437404e-05 Average PSNR: 41.9793556863657 dB.
|
|
Epoch 57. Training loss: 4.9384301437385144e-05 Average PSNR: 42.03275814844621 dB.
|
|
Epoch 58. Training loss: 4.956375089022913e-05 Average PSNR: 42.06607378817673 dB.
|
|
Epoch 59. Training loss: 4.793416825123131e-05 Average PSNR: 42.188537812402394 dB.
|
|
Epoch 60. Training loss: 4.764747898661881e-05 Average PSNR: 42.144209742139125 dB.
|
|
Epoch 61. Training loss: 4.712960180768278e-05 Average PSNR: 42.25111711841055 dB.
|
|
Epoch 62. Training loss: 4.628681665053591e-05 Average PSNR: 41.783143717871646 dB.
|
|
Epoch 63. Training loss: 4.6740010584471745e-05 Average PSNR: 42.2285704715098 dB.
|
|
Epoch 64. Training loss: 4.535250043772976e-05 Average PSNR: 42.27144939622808 dB.
|
|
Epoch 65. Training loss: 4.527481007244205e-05 Average PSNR: 42.311776678022156 dB.
|
|
Epoch 66. Training loss: 4.5228196504467633e-05 Average PSNR: 41.49500222336806 dB.
|
|
Epoch 67. Training loss: 4.637343330614385e-05 Average PSNR: 42.45478651917092 dB.
|
|
Epoch 68. Training loss: 4.4330210948828606e-05 Average PSNR: 42.34659372619247 dB.
|
|
Epoch 69. Training loss: 4.575668157485779e-05 Average PSNR: 42.50239584981128 dB.
|
|
Epoch 70. Training loss: 4.334861048846506e-05 Average PSNR: 42.51811162030329 dB.
|
|
Epoch 71. Training loss: 4.316709642807837e-05 Average PSNR: 42.56836168218139 dB.
|
|
Epoch 72. Training loss: 4.290127848435077e-05 Average PSNR: 42.59131327932355 dB.
|
|
Epoch 73. Training loss: 4.279395383491647e-05 Average PSNR: 42.505901953472375 dB.
|
|
Epoch 74. Training loss: 4.227319686833653e-05 Average PSNR: 42.62832676739763 dB.
|
|
Epoch 75. Training loss: 4.167593468082487e-05 Average PSNR: 42.62986386448593 dB.
|
|
Epoch 76. Training loss: 4.219136577376048e-05 Average PSNR: 42.44606031537528 dB.
|
|
Epoch 77. Training loss: 4.272524030966452e-05 Average PSNR: 42.67717208214105 dB.
|
|
Epoch 78. Training loss: 4.352791798737599e-05 Average PSNR: 42.62172339083419 dB.
|
|
Epoch 79. Training loss: 4.0833448019839123e-05 Average PSNR: 42.710664224920905 dB.
|
|
Epoch 80. Training loss: 4.063137839693809e-05 Average PSNR: 42.815601984767554 dB.
|
|
Epoch 81. Training loss: 4.323298475355841e-05 Average PSNR: 42.40471426652512 dB.
|
|
Epoch 82. Training loss: 4.1421410132898016e-05 Average PSNR: 42.458958440721815 dB.
|
|
Epoch 83. Training loss: 4.1137531261483674e-05 Average PSNR: 42.80103678818227 dB.
|
|
Epoch 84. Training loss: 4.023500352559495e-05 Average PSNR: 42.680222548077765 dB.
|
|
Epoch 85. Training loss: 3.937705409043702e-05 Average PSNR: 42.92232871453005 dB.
|
|
Epoch 86. Training loss: 3.9499145996160225e-05 Average PSNR: 42.77000655125947 dB.
|
|
Epoch 87. Training loss: 3.99408045632299e-05 Average PSNR: 42.262120154845974 dB.
|
|
Epoch 88. Training loss: 4.2969265323336e-05 Average PSNR: 42.89088169577039 dB.
|
|
Epoch 89. Training loss: 3.853916996376938e-05 Average PSNR: 43.00806079611334 dB.
|
|
Epoch 90. Training loss: 3.812810891759e-05 Average PSNR: 42.98660421435421 dB.
|
|
Epoch 91. Training loss: 3.8021667151042494e-05 Average PSNR: 42.95568073408279 dB.
|
|
Epoch 92. Training loss: 3.910218174496549e-05 Average PSNR: 43.07431405920869 dB.
|
|
Epoch 93. Training loss: 3.732714743819088e-05 Average PSNR: 43.00797843180268 dB.
|
|
Epoch 94. Training loss: 3.779505837883334e-05 Average PSNR: 43.07809379231574 dB.
|
|
Epoch 95. Training loss: 3.9144075235526546e-05 Average PSNR: 43.07315375774023 dB.
|
|
Epoch 96. Training loss: 3.886822338245111e-05 Average PSNR: 43.069418450353936 dB.
|
|
Epoch 97. Training loss: 3.6940460213372716e-05 Average PSNR: 43.07666543842636 dB.
|
|
Epoch 98. Training loss: 3.6657753798863266e-05 Average PSNR: 43.1537746333162 dB.
|
|
Epoch 99. Training loss: 3.5986074690299576e-05 Average PSNR: 43.15389075403043 dB.
|
|
Epoch 100. Training loss: 3.5906440225517144e-05 Average PSNR: 43.20493074892996 dB. 37.9652/0.7040
|
|
Epoch 101. Training loss: 3.989933359662245e-05 Average PSNR: 39.93472076434047 dB. 36.9117/0.7040
|
|
Epoch 102. Training loss: 3.733712854227633e-05 Average PSNR: 43.29688828021639 dB.
|
|
Epoch 103. Training loss: 3.6041745934198845e-05 Average PSNR: 43.306737995998866 dB.
|
|
Epoch 104. Training loss: 3.5658771166708904e-05 Average PSNR: 43.26810466586173 dB.
|
|
Epoch 105. Training loss: 3.524670941260411e-05 Average PSNR: 43.40545911645734 dB.
|
|
Epoch 106. Training loss: 3.731644037543447e-05 Average PSNR: 43.29618589002626 dB.
|
|
Epoch 107. Training loss: 3.515424312354298e-05 Average PSNR: 42.57789014273901 dB.
|
|
Epoch 108. Training loss: 3.533762910592486e-05 Average PSNR: 43.420234193644454 dB.
|
|
Epoch 109. Training loss: 3.596072063373867e-05 Average PSNR: 43.39850092295053 dB.
|
|
Epoch 110. Training loss: 3.533482920829556e-05 Average PSNR: 43.392093948907174 dB.
|
|
Epoch 111. Training loss: 3.410994330806716e-05 Average PSNR: 43.463910796398245 dB.
|
|
Epoch 112. Training loss: 3.4490836678742195e-05 Average PSNR: 43.54414430731717 dB.
|
|
Epoch 113. Training loss: 3.498832632431004e-05 Average PSNR: 43.54282871335326 dB.
|
|
Epoch 114. Training loss: 3.4872444011853076e-05 Average PSNR: 43.569616480742184 dB.
|
|
Epoch 115. Training loss: 3.339561070788477e-05 Average PSNR: 43.5617513391657 dB.
|
|
Epoch 116. Training loss: 3.365256839970243e-05 Average PSNR: 43.36659571686377 dB.
|
|
Epoch 117. Training loss: 3.525727189298777e-05 Average PSNR: 38.92335442332546 dB. 38.3984/0.7774
|
|
Epoch 118. Training loss: 4.9161803908646106e-05 Average PSNR: 43.489483815400796 dB.
|
|
Epoch 119. Training loss: 3.2969348540063946e-05 Average PSNR: 43.4802004816044 dB.
|
|
Epoch 120. Training loss: 3.229604599255254e-05 Average PSNR: 43.635621539803566 dB.
|
|
Epoch 121. Training loss: 3.2639079699947614e-05 Average PSNR: 43.637332431503616 dB.
|
|
Epoch 122. Training loss: 3.275221746662282e-05 Average PSNR: 43.691427829855876 dB.
|
|
Epoch 123. Training loss: 3.207607833246584e-05 Average PSNR: 43.58842822259747 dB.
|
|
Epoch 124. Training loss: 3.205541729585093e-05 Average PSNR: 43.33105584418493 dB.
|
|
Epoch 125. Training loss: 3.2615698537483694e-05 Average PSNR: 43.69760001820072 dB.
|
|
Epoch 126. Training loss: 3.211692940567445e-05 Average PSNR: 43.74373051946786 dB.
|
|
Epoch 127. Training loss: 3.152981980747427e-05 Average PSNR: 43.57205078205611 dB.
|
|
Epoch 128. Training loss: 4.316570361879712e-05 Average PSNR: 42.18685314747573 dB.
|
|
Epoch 129. Training loss: 3.181462780048605e-05 Average PSNR: 43.776277789506906 dB.
|
|
Epoch 130. Training loss: 3.13720618669322e-05 Average PSNR: 43.7757626679266 dB.
|
|
Epoch 131. Training loss: 3.09608046154608e-05 Average PSNR: 43.52274171700122 dB.
|
|
Epoch 132. Training loss: 3.1449040807274284e-05 Average PSNR: 43.817116080109216 dB.
|
|
Epoch 133. Training loss: 3.110551078862045e-05 Average PSNR: 43.770872311405626 dB.
|
|
Epoch 134. Training loss: 3.084682341977896e-05 Average PSNR: 43.855956409067424 dB.
|
|
Epoch 135. Training loss: 3.1018329782455115e-05 Average PSNR: 43.81357529648038 dB.
|
|
Epoch 136. Training loss: 3.064724745854619e-05 Average PSNR: 43.680037600006685 dB.
|
|
Epoch 137. Training loss: 3.6394121634657496e-05 Average PSNR: 43.60290275220899 dB.
|
|
Epoch 138. Training loss: 3.05222990209586e-05 Average PSNR: 43.840158709280004 dB.
|
|
Epoch 139. Training loss: 3.10103852825705e-05 Average PSNR: 39.05086275015894 dB. 40.0427/0.7782
|
|
Epoch 140. Training loss: 3.857239870740159e-05 Average PSNR: 43.72159945394756 dB.
|
|
Epoch 141. Training loss: 3.032407699720352e-05 Average PSNR: 43.91590803530713 dB.
|
|
Epoch 142. Training loss: 3.0461475425909157e-05 Average PSNR: 43.59204624965716 dB.
|
|
Epoch 143. Training loss: 3.1531663016721725e-05 Average PSNR: 43.92504877190417 dB.
|
|
Epoch 144. Training loss: 3.007462703862984e-05 Average PSNR: 43.934042165438214 dB.
|
|
Epoch 145. Training loss: 3.0099126925051677e-05 Average PSNR: 43.93920749295095 dB.
|
|
Epoch 146. Training loss: 3.079762317611312e-05 Average PSNR: 43.033225114146504 dB.
|
|
Epoch 147. Training loss: 3.0168946523190243e-05 Average PSNR: 43.98033678417097 dB.
|
|
Epoch 148. Training loss: 3.091180842602625e-05 Average PSNR: 43.96775819891362 dB.
|
|
Epoch 149. Training loss: 2.9445438831317005e-05 Average PSNR: 44.00493881286475 dB.
|
|
Epoch 150. Training loss: 2.9688153917959427e-05 Average PSNR: 43.98941263333619 dB.
|
|
Epoch 151. Training loss: 2.938612261459639e-05 Average PSNR: 43.75649797927036 dB.
|
|
Epoch 152. Training loss: 3.6253114376449955e-05 Average PSNR: 43.770361945515845 dB.
|
|
Epoch 153. Training loss: 3.077322558965534e-05 Average PSNR: 44.04419670964887 dB.
|
|
Epoch 154. Training loss: 2.9240441353977075e-05 Average PSNR: 44.04990209284622 dB.
|
|
Epoch 155. Training loss: 2.9035014831606533e-05 Average PSNR: 44.02112733800398 dB.
|
|
Epoch 156. Training loss: 2.8992041661695113e-05 Average PSNR: 43.97957428947031 dB.
|
|
Epoch 157. Training loss: 2.9251676714920904e-05 Average PSNR: 43.9443508048078 dB.
|
|
Epoch 158. Training loss: 3.05789163121517e-05 Average PSNR: 43.63132674102104 dB.
|
|
Epoch 159. Training loss: 2.977376703711343e-05 Average PSNR: 44.10396993940835 dB. 40.9453/0.7787
|
|
Epoch 160. Training loss: 2.883360203668417e-05 Average PSNR: 43.93621610363439 dB.
|
|
Epoch 161. Training loss: 2.8674156428678543e-05 Average PSNR: 44.10925236769381 dB.
|
|
Epoch 162. Training loss: 2.8620581260838663e-05 Average PSNR: 44.11039775102721 dB.
|
|
Epoch 163. Training loss: 2.8966812988073797e-05 Average PSNR: 44.109695515726564 dB.
|
|
Epoch 164. Training loss: 3.071662084948912e-05 Average PSNR: 44.091161834586956 dB.
|
|
Epoch 165. Training loss: 2.9427598883557947e-05 Average PSNR: 43.93181032368704 dB.
|
|
Epoch 166. Training loss: 2.9850875907868613e-05 Average PSNR: 44.07792097912315 dB.
|
|
Epoch 167. Training loss: 5.5166150741570166e-05 Average PSNR: 44.13405225123569 dB.
|
|
Epoch 168. Training loss: 2.8183579524920786e-05 Average PSNR: 44.14559047230213 dB.
|
|
Epoch 169. Training loss: 2.817333066559513e-05 Average PSNR: 44.156953682913084 dB. 42.7420/0.8448
|
|
Epoch 170. Training loss: 2.806818698445568e-05 Average PSNR: 44.15158185239579 dB.
|
|
Epoch 171. Training loss: 2.8043716583852073e-05 Average PSNR: 44.14570809594094 dB.
|
|
Epoch 172. Training loss: 2.8252245147086797e-05 Average PSNR: 44.16260957123795 dB.
|
|
Epoch 173. Training loss: 2.8405940138327424e-05 Average PSNR: 44.16192530002021 dB.
|
|
Epoch 174. Training loss: 2.809159637763514e-05 Average PSNR: 44.15552258345899 dB.
|
|
Epoch 175. Training loss: 2.790903268760303e-05 Average PSNR: 44.165708173777 dB.
|
|
Epoch 176. Training loss: 2.7898249418285558e-05 Average PSNR: 44.20985241672864 dB.
|
|
Epoch 177. Training loss: 2.8110662278777453e-05 Average PSNR: 44.1875459155592 dB.
|
|
Epoch 178. Training loss: 2.7957651727774646e-05 Average PSNR: 44.214501714516025 dB.
|
|
Epoch 179. Training loss: 2.8742814974975773e-05 Average PSNR: 44.17747672651946 dB.
|
|
Epoch 180. Training loss: 2.903205723669089e-05 Average PSNR: 43.798061653532415 dB. 41.3036/0.7786
|
|
Epoch 181. Training loss: 2.9952536524433527e-05 Average PSNR: 44.25979137488734 dB.
|
|
Epoch 182. Training loss: 2.783904421448824e-05 Average PSNR: 43.9045814046101 dB.
|
|
Epoch 183. Training loss: 2.80613460472523e-05 Average PSNR: 44.27714496274151 dB.
|
|
Epoch 184. Training loss: 2.757695238869928e-05 Average PSNR: 44.19456243836852 dB.
|
|
Epoch 185. Training loss: 2.7383821561670628e-05 Average PSNR: 44.267053477129664 dB.
|
|
Epoch 186. Training loss: 2.783937245112611e-05 Average PSNR: 44.00551626475267 dB.
|
|
Epoch 187. Training loss: 3.04154180776095e-05 Average PSNR: 44.22232211221754 dB.
|
|
Epoch 188. Training loss: 3.2381991049987844e-05 Average PSNR: 44.13192002677785 dB.
|
|
Epoch 189. Training loss: 2.7306975744068042e-05 Average PSNR: 44.296146733430916 dB.
|
|
Epoch 190. Training loss: 2.7956372150583775e-05 Average PSNR: 44.30142511718106 dB. 42.7548/0.8448
|
|
Epoch 191. Training loss: 2.707152742004837e-05 Average PSNR: 44.29096410515267 dB.
|
|
Epoch 192. Training loss: 2.9267182644616695e-05 Average PSNR: 44.2269224074133 dB.
|
|
Epoch 193. Training loss: 2.7651238588077832e-05 Average PSNR: 44.236247742259124 dB.
|
|
Epoch 194. Training loss: 2.7692641624526003e-05 Average PSNR: 44.20613613915918 dB.
|
|
Epoch 195. Training loss: 2.7414094383857445e-05 Average PSNR: 44.267585435124985 dB.
|
|
Epoch 196. Training loss: 2.7187735149709624e-05 Average PSNR: 44.29366917495008 dB.
|
|
Epoch 197. Training loss: 2.735268495598575e-05 Average PSNR: 43.435957249824526 dB.
|
|
Epoch 198. Training loss: 2.8096141177229585e-05 Average PSNR: 44.31250727582331 dB.
|
|
Epoch 199. Training loss: 2.695965677048662e-05 Average PSNR: 39.01822184344504 dB. 39.6769/0.8454 |