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DSSIM comparison for chroma lossiness PR to FLIF
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import scala.sys.process._ | |
import java.nio.file.Files | |
import java.nio.file.Paths | |
val flif1 = args(0) | |
val flif2 = args(1) | |
val imgBase = args(2) | |
val images = Seq("ls", "-1", imgBase).lineStream.filter(_.endsWith(".png")).toList | |
def fileSize(p: String) = Files.size(Paths.get(p)) | |
def dssim(i1: String, i2: String) = { | |
val out = Seq("dssim", i1, i2).!! | |
out.split("\t")(0).toFloat | |
} | |
images.foreach { img => | |
for (q <- 0 until 100 by 20) { | |
val fullImgPath = imgBase + "/"+ img | |
val img1 = s"out/$img-1-$q.flif" | |
val img2 = s"out/$img-2-$q.flif" | |
val img1png = s"out/$img-1-$q.png" | |
val img2png = s"out/$img-2-$q.png" | |
Seq(flif1, s"-Q$q", fullImgPath, img1).! | |
Seq(flif2, s"-Q$q", fullImgPath, img2).! | |
Seq(flif1, img1, img1png).! | |
Seq(flif2, img2, img2png).! | |
val dssim1 = dssim(fullImgPath, img1png) | |
val dssim2 = dssim(fullImgPath, img2png) | |
println(Seq(img, q, fileSize(fullImgPath), fileSize(img1), fileSize(img2), dssim1, dssim2, f"${(dssim2 - dssim1)}%.5f").mkString(", ")) | |
} | |
} |
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file-name | quality | PNG size | flifOld | flifNew | dssimOld | dssimNew | dssimNew - dssimOld | |
---|---|---|---|---|---|---|---|---|
001.png | 0 | 1537493 | 97648 | 93396 | 0.00582657 | 0.00634014 | 0.00051 | |
001.png | 20 | 1537493 | 126305 | 120512 | 0.00396856 | 0.00436162 | 0.00039 | |
001.png | 40 | 1537493 | 172604 | 164124 | 0.0024979 | 0.00275667 | 0.00026 | |
001.png | 60 | 1537493 | 238545 | 224571 | 0.00136031 | 0.00152923 | 0.00017 | |
001.png | 80 | 1537493 | 423787 | 391088 | 3.8276E-4 | 4.8973E-4 | 0.00011 | |
002.png | 0 | 1701731 | 100197 | 93426 | 0.00678944 | 0.00781722 | 0.00103 | |
002.png | 20 | 1701731 | 127217 | 117854 | 0.00478065 | 0.00559833 | 0.00082 | |
002.png | 40 | 1701731 | 173148 | 159699 | 0.00301477 | 0.00362109 | 0.00061 | |
002.png | 60 | 1701731 | 254002 | 232829 | 0.00146704 | 0.00184992 | 0.00038 | |
002.png | 80 | 1701731 | 478743 | 442775 | 3.4644E-4 | 4.6753E-4 | 0.00012 | |
003.png | 0 | 1494379 | 107313 | 95212 | 0.00462562 | 0.007048 | 0.00242 | |
003.png | 20 | 1494379 | 133528 | 118117 | 0.00337549 | 0.0051911 | 0.00182 | |
003.png | 40 | 1494379 | 173231 | 151997 | 0.0022412 | 0.00352452 | 0.00128 | |
003.png | 60 | 1494379 | 233056 | 199339 | 0.00137391 | 0.00214797 | 0.00077 | |
003.png | 80 | 1494379 | 426005 | 358921 | 4.611E-4 | 7.5671E-4 | 0.00030 | |
004.png | 0 | 2256292 | 232594 | 215143 | 0.00723536 | 0.01014066 | 0.00291 | |
004.png | 20 | 2256292 | 303863 | 282843 | 0.00443979 | 0.00662815 | 0.00219 | |
004.png | 40 | 2256292 | 380514 | 352094 | 0.00251847 | 0.00395676 | 0.00144 | |
004.png | 60 | 2256292 | 515335 | 471165 | 0.00110215 | 0.0019029 | 0.00080 | |
004.png | 80 | 2256292 | 789473 | 707483 | 2.8637E-4 | 5.3454E-4 | 0.00025 | |
005.png | 0 | 2117213 | 217699 | 196902 | 0.00708489 | 0.00976736 | 0.00268 | |
005.png | 20 | 2117213 | 276751 | 251594 | 0.00453814 | 0.00643646 | 0.00190 | |
005.png | 40 | 2117213 | 355311 | 321129 | 0.00267203 | 0.00392472 | 0.00125 | |
005.png | 60 | 2117213 | 490165 | 439886 | 0.00122463 | 0.00192758 | 0.00070 | |
005.png | 80 | 2117213 | 794776 | 711072 | 3.2084E-4 | 5.1525E-4 | 0.00019 | |
006.png | 0 | 2175386 | 196792 | 184119 | 0.00476801 | 0.00601262 | 0.00124 | |
006.png | 20 | 2175386 | 252732 | 236180 | 0.00306398 | 0.00402015 | 0.00096 | |
006.png | 40 | 2175386 | 322238 | 299981 | 0.00189416 | 0.0025345 | 0.00064 | |
006.png | 60 | 2175386 | 427526 | 394035 | 0.00102805 | 0.00140852 | 0.00038 | |
006.png | 80 | 2175386 | 688100 | 623173 | 3.2416E-4 | 4.8321E-4 | 0.00016 | |
007.png | 0 | 1917308 | 297113 | 294359 | 0.00385892 | 0.00408107 | 0.00022 | |
007.png | 20 | 1917308 | 362092 | 358063 | 0.00159373 | 0.00177376 | 0.00018 | |
007.png | 40 | 1917308 | 403967 | 398113 | 0.00114913 | 0.0012951 | 0.00015 | |
007.png | 60 | 1917308 | 501587 | 492132 | 4.7966E-4 | 5.8538E-4 | 0.00011 | |
007.png | 80 | 1917308 | 674555 | 652822 | 1.435E-4 | 1.9902E-4 | 0.00006 | |
008.png | 0 | 1311191 | 72831 | 68980 | 0.00368807 | 0.00404985 | 0.00036 | |
008.png | 20 | 1311191 | 92282 | 86743 | 0.00279305 | 0.00309979 | 0.00031 | |
008.png | 40 | 1311191 | 118823 | 110232 | 0.00203662 | 0.00230261 | 0.00027 | |
008.png | 60 | 1311191 | 160674 | 143925 | 0.00145859 | 0.00170359 | 0.00025 | |
008.png | 80 | 1311191 | 319896 | 281642 | 5.0957E-4 | 6.6251E-4 | 0.00015 | |
009.png | 0 | 1659647 | 126823 | 119607 | 0.0072576 | 0.00860324 | 0.00135 | |
009.png | 20 | 1659647 | 169882 | 160042 | 0.00467225 | 0.00584078 | 0.00117 | |
009.png | 40 | 1659647 | 214666 | 200871 | 0.00292307 | 0.00382851 | 0.00091 | |
009.png | 60 | 1659647 | 300174 | 278540 | 0.00154797 | 0.00207766 | 0.00053 | |
009.png | 80 | 1659647 | 520173 | 470929 | 3.9803E-4 | 6.3343E-4 | 0.00024 | |
010.png | 0 | 1795603 | 169280 | 154862 | 0.00665602 | 0.00951368 | 0.00286 | |
010.png | 20 | 1795603 | 219763 | 202314 | 0.00437188 | 0.00655133 | 0.00218 | |
010.png | 40 | 1795603 | 282410 | 258291 | 0.00258925 | 0.00409181 | 0.00150 | |
010.png | 60 | 1795603 | 387180 | 350397 | 0.00131799 | 0.00220926 | 0.00089 | |
010.png | 80 | 1795603 | 636148 | 567544 | 3.7367E-4 | 6.3257E-4 | 0.00026 | |
011.png | 0 | 1819304 | 132348 | 122182 | 0.00436422 | 0.00543566 | 0.00107 | |
011.png | 20 | 1819304 | 168257 | 155186 | 0.00325258 | 0.004088 | 0.00084 | |
011.png | 40 | 1819304 | 216887 | 198283 | 0.00224934 | 0.00286289 | 0.00061 | |
011.png | 60 | 1819304 | 299606 | 269413 | 0.00145701 | 0.00183611 | 0.00038 | |
011.png | 80 | 1819304 | 551257 | 501085 | 4.6393E-4 | 5.8223E-4 | 0.00012 | |
012.png | 0 | 2160786 | 228483 | 208626 | 0.00609335 | 0.00892198 | 0.00283 | |
012.png | 20 | 2160786 | 289533 | 265111 | 0.00366725 | 0.00575511 | 0.00209 | |
012.png | 40 | 2160786 | 370084 | 336137 | 0.00202111 | 0.00331508 | 0.00129 | |
012.png | 60 | 2160786 | 500683 | 450460 | 8.7328E-4 | 0.0015182 | 0.00064 | |
012.png | 80 | 2160786 | 778978 | 696880 | 2.2576E-4 | 3.9942E-4 | 0.00017 | |
013.png | 0 | 2344318 | 243228 | 225052 | 0.00594549 | 0.00826572 | 0.00232 | |
013.png | 20 | 2344318 | 312315 | 290452 | 0.0037844 | 0.00559613 | 0.00181 | |
013.png | 40 | 2344318 | 386054 | 356117 | 0.00237248 | 0.00354932 | 0.00118 | |
013.png | 60 | 2344318 | 518088 | 470004 | 0.00116246 | 0.0018445 | 0.00068 | |
013.png | 80 | 2344318 | 830614 | 741261 | 3.0689E-4 | 4.8596E-4 | 0.00018 | |
014.png | 0 | 1752873 | 108474 | 97647 | 0.00704686 | 0.00875403 | 0.00171 | |
014.png | 20 | 1752873 | 139877 | 126056 | 0.00490347 | 0.00626281 | 0.00136 | |
014.png | 40 | 1752873 | 191502 | 172651 | 0.00298974 | 0.00399832 | 0.00101 | |
014.png | 60 | 1752873 | 279219 | 249874 | 0.00149434 | 0.00211116 | 0.00062 | |
014.png | 80 | 1752873 | 534773 | 472612 | 4.008E-4 | 6.1758E-4 | 0.00022 | |
015.png | 0 | 1844464 | 166311 | 159123 | 0.00729347 | 0.00865485 | 0.00136 | |
015.png | 20 | 1844464 | 214228 | 204229 | 0.00464564 | 0.00571173 | 0.00107 | |
015.png | 40 | 1844464 | 272985 | 258820 | 0.0028114 | 0.00357148 | 0.00076 | |
015.png | 60 | 1844464 | 364361 | 341845 | 0.00133592 | 0.00180918 | 0.00047 | |
015.png | 80 | 1844464 | 579183 | 528610 | 3.4732E-4 | 5.2217E-4 | 0.00017 | |
016.png | 0 | 980767 | 57034 | 49060 | 0.00412826 | 0.00559839 | 0.00147 | |
016.png | 20 | 980767 | 69674 | 60160 | 0.00327718 | 0.0044241 | 0.00115 | |
016.png | 40 | 980767 | 93297 | 80147 | 0.00240771 | 0.00318233 | 0.00077 | |
016.png | 60 | 980767 | 128342 | 108999 | 0.00153536 | 0.00201802 | 0.00048 | |
016.png | 80 | 980767 | 264868 | 230334 | 4.9646E-4 | 6.8714E-4 | 0.00019 | |
017.png | 0 | 1663182 | 106719 | 94619 | 0.00641775 | 0.00870429 | 0.00229 | |
017.png | 20 | 1663182 | 130167 | 115073 | 0.00483288 | 0.00664574 | 0.00181 | |
017.png | 40 | 1663182 | 172090 | 151800 | 0.0032609 | 0.00449762 | 0.00124 | |
017.png | 60 | 1663182 | 242181 | 210903 | 0.00185228 | 0.00259398 | 0.00074 | |
017.png | 80 | 1663182 | 480899 | 420925 | 5.0587E-4 | 8.0375E-4 | 0.00030 | |
018.png | 0 | 2127549 | 134108 | 120292 | 0.0097419 | 0.01150316 | 0.00176 | |
018.png | 20 | 2127549 | 178955 | 160980 | 0.00633826 | 0.00772019 | 0.00138 | |
018.png | 40 | 2127549 | 251737 | 227823 | 0.00362274 | 0.00461242 | 0.00099 | |
018.png | 60 | 2127549 | 359333 | 323385 | 0.00177178 | 0.00236898 | 0.00060 | |
018.png | 80 | 2127549 | 648685 | 577927 | 4.9109E-4 | 6.9888E-4 | 0.00021 | |
019.png | 0 | 1743628 | 68551 | 55103 | 0.00739475 | 0.00913658 | 0.00174 | |
019.png | 20 | 1743628 | 85919 | 68250 | 0.00620866 | 0.00770516 | 0.00150 | |
019.png | 40 | 1743628 | 119396 | 93442 | 0.00489269 | 0.0059835 | 0.00109 | |
019.png | 60 | 1743628 | 198078 | 153515 | 0.00303897 | 0.00381139 | 0.00077 | |
019.png | 80 | 1743628 | 545839 | 441176 | 7.1752E-4 | 0.0010895 | 0.00037 | |
020.png | 0 | 1926133 | 147380 | 132681 | 0.00657792 | 0.01035445 | 0.00378 | |
020.png | 20 | 1926133 | 182779 | 163532 | 0.00473421 | 0.00774083 | 0.00301 | |
020.png | 40 | 1926133 | 231691 | 203662 | 0.00307338 | 0.00517077 | 0.00210 | |
020.png | 60 | 1926133 | 318708 | 277358 | 0.00163907 | 0.00284656 | 0.00121 | |
020.png | 80 | 1926133 | 578086 | 502517 | 5.0828E-4 | 9.3464E-4 | 0.00043 | |
021.png | 0 | 2213937 | 107102 | 97498 | 0.00918837 | 0.01025674 | 0.00107 | |
021.png | 20 | 2213937 | 139315 | 125583 | 0.00751812 | 0.00847626 | 0.00096 | |
021.png | 40 | 2213937 | 204652 | 184158 | 0.00562602 | 0.00644242 | 0.00082 | |
021.png | 60 | 2213937 | 337191 | 305485 | 0.00298495 | 0.00353491 | 0.00055 | |
021.png | 80 | 2213937 | 642159 | 585630 | 8.0016E-4 | 0.00103091 | 0.00023 | |
022.png | 0 | 1998054 | 182968 | 162264 | 0.00910387 | 0.01268806 | 0.00358 | |
022.png | 20 | 1998054 | 233878 | 208106 | 0.00588524 | 0.00891433 | 0.00303 | |
022.png | 40 | 1998054 | 307227 | 271673 | 0.00338785 | 0.00548389 | 0.00210 | |
022.png | 60 | 1998054 | 425222 | 370341 | 0.00160064 | 0.00288373 | 0.00128 | |
022.png | 80 | 1998054 | 713955 | 597985 | 4.1663E-4 | 8.2064E-4 | 0.00040 | |
023.png | 0 | 1521455 | 62220 | 55231 | 0.00392371 | 0.00513527 | 0.00121 | |
023.png | 20 | 1521455 | 78531 | 69289 | 0.00325454 | 0.00413775 | 0.00088 | |
023.png | 40 | 1521455 | 105986 | 92797 | 0.00263861 | 0.00323089 | 0.00059 | |
023.png | 60 | 1521455 | 157441 | 135303 | 0.00188677 | 0.00225766 | 0.00037 | |
023.png | 80 | 1521455 | 405433 | 361410 | 4.8203E-4 | 6.1173E-4 | 0.00013 | |
024.png | 0 | 1903409 | 151960 | 142405 | 0.00703784 | 0.00844955 | 0.00141 | |
024.png | 20 | 1903409 | 195596 | 182749 | 0.00451983 | 0.00567235 | 0.00115 | |
024.png | 40 | 1903409 | 251309 | 234120 | 0.00266865 | 0.00351588 | 0.00085 | |
024.png | 60 | 1903409 | 343043 | 315185 | 0.00123887 | 0.00176764 | 0.00053 | |
024.png | 80 | 1903409 | 565686 | 509671 | 3.2785E-4 | 5.3426E-4 | 0.00021 | |
025.png | 0 | 2171838 | 162737 | 148877 | 0.00802966 | 0.01027602 | 0.00225 | |
025.png | 20 | 2171838 | 210596 | 194501 | 0.00515236 | 0.00679685 | 0.00164 | |
025.png | 40 | 2171838 | 281381 | 260327 | 0.00308411 | 0.00409968 | 0.00102 | |
025.png | 60 | 2171838 | 402043 | 371018 | 0.00136564 | 0.00191121 | 0.00055 | |
025.png | 80 | 2171838 | 687479 | 632138 | 3.3827E-4 | 4.7875E-4 | 0.00014 | |
026.png | 0 | 2102574 | 203149 | 183660 | 0.00618619 | 0.00880656 | 0.00262 | |
026.png | 20 | 2102574 | 254937 | 231434 | 0.00402405 | 0.00597104 | 0.00195 | |
026.png | 40 | 2102574 | 321191 | 290856 | 0.00244759 | 0.0037354 | 0.00129 | |
026.png | 60 | 2102574 | 439913 | 395763 | 0.00117264 | 0.00194242 | 0.00077 | |
026.png | 80 | 2102574 | 722898 | 646737 | 3.1823E-4 | 5.4492E-4 | 0.00023 | |
027.png | 0 | 2015306 | 103993 | 96225 | 0.01311957 | 0.01377102 | 0.00065 | |
027.png | 20 | 2015306 | 142711 | 132076 | 0.00909647 | 0.00961201 | 0.00052 | |
027.png | 40 | 2015306 | 224204 | 209688 | 0.00547803 | 0.00586348 | 0.00039 | |
027.png | 60 | 2015306 | 349340 | 324380 | 0.00244087 | 0.00270171 | 0.00026 | |
027.png | 80 | 2015306 | 627456 | 581719 | 6.2665E-4 | 7.1401E-4 | 0.00009 | |
028.png | 0 | 1644849 | 157286 | 132321 | 0.0124194 | 0.01841682 | 0.00600 | |
028.png | 20 | 1644849 | 201092 | 170255 | 0.00847055 | 0.01311321 | 0.00464 | |
028.png | 40 | 1644849 | 271885 | 230764 | 0.0049329 | 0.00815492 | 0.00322 | |
028.png | 60 | 1644849 | 377147 | 319329 | 0.00240765 | 0.00442881 | 0.00202 | |
028.png | 80 | 1644849 | 638565 | 542653 | 6.2549E-4 | 0.00133609 | 0.00071 | |
029.png | 0 | 2057595 | 166556 | 147401 | 0.00536096 | 0.00786421 | 0.00250 | |
029.png | 20 | 2057595 | 209262 | 183926 | 0.00408075 | 0.00615725 | 0.00208 | |
029.png | 40 | 2057595 | 272580 | 236476 | 0.00300027 | 0.00453559 | 0.00154 | |
029.png | 60 | 2057595 | 387773 | 329472 | 0.00174857 | 0.00276495 | 0.00102 | |
029.png | 80 | 2057595 | 734590 | 610635 | 3.9763E-4 | 7.4837E-4 | 0.00035 | |
030.png | 0 | 1859526 | 136559 | 122710 | 0.00343413 | 0.0045374 | 0.00110 | |
030.png | 20 | 1859526 | 175195 | 158671 | 0.00242519 | 0.00325196 | 0.00083 | |
030.png | 40 | 1859526 | 226627 | 204537 | 0.00164774 | 0.00217267 | 0.00052 | |
030.png | 60 | 1859526 | 303817 | 269797 | 0.00110216 | 0.00143695 | 0.00033 | |
030.png | 80 | 1859526 | 543191 | 477663 | 4.5606E-4 | 5.9146E-4 | 0.00014 | |
031.png | 0 | 1886674 | 160309 | 147733 | 0.00548768 | 0.00676371 | 0.00128 | |
031.png | 20 | 1886674 | 205853 | 190452 | 0.00343328 | 0.00441826 | 0.00098 | |
031.png | 40 | 1886674 | 269369 | 248469 | 0.00205603 | 0.00264723 | 0.00059 | |
031.png | 60 | 1886674 | 371838 | 341170 | 9.6249E-4 | 0.00127987 | 0.00032 | |
031.png | 80 | 1886674 | 613552 | 560753 | 2.7279E-4 | 3.6422E-4 | 0.00009 | |
032.png | 0 | 1327392 | 43701 | 40723 | 0.00459764 | 0.00524528 | 0.00065 | |
032.png | 20 | 1327392 | 54681 | 50439 | 0.00399972 | 0.00448999 | 0.00049 | |
032.png | 40 | 1327392 | 74830 | 68346 | 0.00334799 | 0.0036775 | 0.00033 | |
032.png | 60 | 1327392 | 114967 | 102487 | 0.00237851 | 0.00260644 | 0.00023 | |
032.png | 80 | 1327392 | 352842 | 311358 | 5.7384E-4 | 7.1275E-4 | 0.00014 | |
033.png | 0 | 1570824 | 78721 | 72797 | 0.00983675 | 0.01078517 | 0.00095 | |
033.png | 20 | 1570824 | 105048 | 96650 | 0.00673267 | 0.00756331 | 0.00083 | |
033.png | 40 | 1570824 | 149603 | 137500 | 0.00412904 | 0.00474438 | 0.00062 | |
033.png | 60 | 1570824 | 228599 | 207835 | 0.0019549 | 0.00237655 | 0.00042 | |
033.png | 80 | 1570824 | 431260 | 391372 | 5.1796E-4 | 6.8739E-4 | 0.00017 | |
034.png | 0 | 1502611 | 114955 | 100923 | 0.00673644 | 0.00996436 | 0.00323 | |
034.png | 20 | 1502611 | 141878 | 124378 | 0.00483065 | 0.00734861 | 0.00252 | |
034.png | 40 | 1502611 | 183867 | 160788 | 0.00307113 | 0.00477546 | 0.00170 | |
034.png | 60 | 1502611 | 252969 | 219268 | 0.00167088 | 0.00265858 | 0.00099 | |
034.png | 80 | 1502611 | 461332 | 401304 | 4.4319E-4 | 8.1856E-4 | 0.00038 | |
035.png | 0 | 1612342 | 90401 | 77066 | 0.00636968 | 0.01026048 | 0.00389 | |
035.png | 20 | 1612342 | 112609 | 95651 | 0.00472817 | 0.00772578 | 0.00300 | |
035.png | 40 | 1612342 | 146650 | 123858 | 0.00310471 | 0.00507113 | 0.00197 | |
035.png | 60 | 1612342 | 207484 | 172002 | 0.00175887 | 0.00295423 | 0.00120 | |
035.png | 80 | 1612342 | 406300 | 335475 | 5.2127E-4 | 9.6097E-4 | 0.00044 | |
036.png | 0 | 1812512 | 141880 | 130967 | 0.00690578 | 0.00903613 | 0.00213 | |
036.png | 20 | 1812512 | 178424 | 164488 | 0.00505152 | 0.00677752 | 0.00173 | |
036.png | 40 | 1812512 | 227241 | 206835 | 0.00340607 | 0.0046209 | 0.00121 | |
036.png | 60 | 1812512 | 327837 | 293363 | 0.00178972 | 0.00251876 | 0.00073 | |
036.png | 80 | 1812512 | 601262 | 529298 | 4.7139E-4 | 7.3373E-4 | 0.00026 | |
037.png | 0 | 1810568 | 110633 | 98946 | 0.00682748 | 0.0086531 | 0.00183 | |
037.png | 20 | 1810568 | 134947 | 119626 | 0.00574995 | 0.00725081 | 0.00150 | |
037.png | 40 | 1810568 | 178582 | 155973 | 0.0046924 | 0.00580074 | 0.00111 | |
037.png | 60 | 1810568 | 262249 | 225947 | 0.00307457 | 0.00380726 | 0.00073 | |
037.png | 80 | 1810568 | 554623 | 491204 | 7.8958E-4 | 0.00109724 | 0.00031 | |
038.png | 0 | 1086308 | 41091 | 36344 | 0.00488332 | 0.00660872 | 0.00173 | |
038.png | 20 | 1086308 | 50943 | 44324 | 0.00397659 | 0.00533758 | 0.00136 | |
038.png | 40 | 1086308 | 69318 | 59462 | 0.00290757 | 0.00382766 | 0.00092 | |
038.png | 60 | 1086308 | 99271 | 82613 | 0.00190561 | 0.00248914 | 0.00058 | |
038.png | 80 | 1086308 | 252578 | 210635 | 5.7084E-4 | 8.6046E-4 | 0.00029 | |
039.png | 0 | 1943348 | 153322 | 140897 | 0.00687426 | 0.00858431 | 0.00171 | |
039.png | 20 | 1943348 | 195957 | 179994 | 0.00448173 | 0.00584537 | 0.00136 | |
039.png | 40 | 1943348 | 252317 | 232093 | 0.00278425 | 0.00366936 | 0.00089 | |
039.png | 60 | 1943348 | 354058 | 323823 | 0.00137341 | 0.00191512 | 0.00054 | |
039.png | 80 | 1943348 | 610132 | 555062 | 3.6415E-4 | 5.4307E-4 | 0.00018 | |
040.png | 0 | 1619469 | 79868 | 71071 | 0.00530257 | 0.00709339 | 0.00179 | |
040.png | 20 | 1619469 | 99835 | 88941 | 0.00403931 | 0.00547015 | 0.00143 | |
040.png | 40 | 1619469 | 136322 | 121008 | 0.00286675 | 0.00380943 | 0.00094 | |
040.png | 60 | 1619469 | 203950 | 180046 | 0.00166105 | 0.00218211 | 0.00052 | |
040.png | 80 | 1619469 | 453689 | 407760 | 4.1327E-4 | 5.8622E-4 | 0.00017 | |
041.png | 0 | 1277331 | 68048 | 62159 | 0.00604953 | 0.00716434 | 0.00111 | |
041.png | 20 | 1277331 | 85127 | 77004 | 0.0045559 | 0.00542763 | 0.00087 | |
041.png | 40 | 1277331 | 113149 | 102981 | 0.0030245 | 0.00366278 | 0.00064 | |
041.png | 60 | 1277331 | 166082 | 149716 | 0.00168065 | 0.00203775 | 0.00036 | |
041.png | 80 | 1277331 | 361587 | 328770 | 4.1631E-4 | 5.6784E-4 | 0.00015 | |
042.png | 0 | 1793853 | 100152 | 89552 | 0.00599567 | 0.00813913 | 0.00214 | |
042.png | 20 | 1793853 | 125182 | 112211 | 0.00473179 | 0.00633233 | 0.00160 | |
042.png | 40 | 1793853 | 166693 | 148908 | 0.0035664 | 0.00468037 | 0.00111 | |
042.png | 60 | 1793853 | 251729 | 225941 | 0.00200962 | 0.00266689 | 0.00066 | |
042.png | 80 | 1793853 | 516718 | 465321 | 4.5648E-4 | 6.9911E-4 | 0.00024 | |
043.png | 0 | 1959903 | 113750 | 107571 | 0.00973292 | 0.0103399 | 0.00061 | |
043.png | 20 | 1959903 | 158538 | 149597 | 0.00607455 | 0.00658863 | 0.00051 | |
043.png | 40 | 1959903 | 213896 | 201150 | 0.00351413 | 0.00394864 | 0.00043 | |
043.png | 60 | 1959903 | 320432 | 297682 | 0.00162351 | 0.0018894 | 0.00027 | |
043.png | 80 | 1959903 | 578100 | 526447 | 4.4263E-4 | 5.9463E-4 | 0.00015 | |
044.png | 0 | 1803513 | 100358 | 91376 | 0.00654861 | 0.00766293 | 0.00111 | |
044.png | 20 | 1803513 | 125581 | 113410 | 0.00473168 | 0.00563542 | 0.00090 | |
044.png | 40 | 1803513 | 165733 | 148676 | 0.00309196 | 0.00374127 | 0.00065 | |
044.png | 60 | 1803513 | 244830 | 217776 | 0.00164841 | 0.00205338 | 0.00040 | |
044.png | 80 | 1803513 | 501147 | 452889 | 4.6454E-4 | 6.2818E-4 | 0.00016 | |
045.png | 0 | 1300872 | 61340 | 53148 | 0.00355689 | 0.00506131 | 0.00150 | |
045.png | 20 | 1300872 | 76206 | 65603 | 0.00279914 | 0.00392153 | 0.00112 | |
045.png | 40 | 1300872 | 101738 | 86919 | 0.00206732 | 0.00281892 | 0.00075 | |
045.png | 60 | 1300872 | 143744 | 118185 | 0.00141673 | 0.00189636 | 0.00048 | |
045.png | 80 | 1300872 | 316212 | 268137 | 5.0089E-4 | 6.8963E-4 | 0.00019 | |
046.png | 0 | 1684127 | 94906 | 88192 | 0.00640895 | 0.00751579 | 0.00111 | |
046.png | 20 | 1684127 | 123967 | 114794 | 0.00476938 | 0.0056454 | 0.00088 | |
046.png | 40 | 1684127 | 170196 | 157533 | 0.00328979 | 0.00392025 | 0.00063 | |
046.png | 60 | 1684127 | 254798 | 234501 | 0.00180782 | 0.00220239 | 0.00039 | |
046.png | 80 | 1684127 | 496592 | 453349 | 4.6701E-4 | 6.1333E-4 | 0.00015 | |
047.png | 0 | 1706395 | 117340 | 111712 | 0.00756842 | 0.00821889 | 0.00065 | |
047.png | 20 | 1706395 | 152926 | 145157 | 0.0050743 | 0.00561654 | 0.00054 | |
047.png | 40 | 1706395 | 196475 | 185810 | 0.00316584 | 0.00353853 | 0.00037 | |
047.png | 60 | 1706395 | 275950 | 257241 | 0.00158592 | 0.00182691 | 0.00024 | |
047.png | 80 | 1706395 | 495429 | 457614 | 4.2813E-4 | 5.0565E-4 | 0.00008 | |
048.png | 0 | 1787373 | 158326 | 151501 | 0.0061736 | 0.00702877 | 0.00086 | |
048.png | 20 | 1787373 | 201372 | 192338 | 0.00405229 | 0.00478195 | 0.00073 | |
048.png | 40 | 1787373 | 253412 | 240675 | 0.00250072 | 0.00305062 | 0.00055 | |
048.png | 60 | 1787373 | 341499 | 320327 | 0.00118133 | 0.00150806 | 0.00033 | |
048.png | 80 | 1787373 | 548582 | 506396 | 3.0883E-4 | 4.2715E-4 | 0.00012 | |
049.png | 0 | 1903025 | 80078 | 70478 | 0.01017062 | 0.01101489 | 0.00084 | |
049.png | 20 | 1903025 | 106177 | 92662 | 0.0079631 | 0.00881476 | 0.00085 | |
049.png | 40 | 1903025 | 155217 | 134726 | 0.00573937 | 0.00642485 | 0.00069 | |
049.png | 60 | 1903025 | 261379 | 226247 | 0.00323138 | 0.00371284 | 0.00048 | |
049.png | 80 | 1903025 | 662484 | 576393 | 8.0857E-4 | 0.00103196 | 0.00022 |
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