cxr-vlm-code / docs /figures /fig15_workflow.svg
convitom
f
3a582a5
|
Raw
History Blame Contribute Delete
109 kB
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="768.384pt" height="990.144pt" viewBox="0 0 768.384 990.144" xmlns="http://www.w3.org/2000/svg" version="1.1">
<metadata>
<rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
<cc:Work>
<dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
<dc:date>2026-06-29T00:46:18.778371</dc:date>
<dc:format>image/svg+xml</dc:format>
<dc:creator>
<cc:Agent>
<dc:title>Matplotlib v3.10.7, https://matplotlib.org/</dc:title>
</cc:Agent>
</dc:creator>
</cc:Work>
</rdf:RDF>
</metadata>
<defs>
<style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M 0 990.144
L 768.384 990.144
L 768.384 0
L 0 0
z
" style="fill: #ffffff"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 62.64 716.832
L 350.928 716.832
Q 362.016 716.832 362.016 705.744
L 362.016 223.416
Q 362.016 212.328 350.928 212.328
L 62.64 212.328
Q 51.552 212.328 51.552 223.416
L 51.552 705.744
Q 51.552 716.832 62.64 716.832
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fbfcfc; stroke: #566573; stroke-width: 1.3; stroke-linejoin: miter"/>
</g>
<g id="patch_3">
<path d="M 417.456 611.496
L 705.744 611.496
Q 716.832 611.496 716.832 600.408
L 716.832 312.12
Q 716.832 301.032 705.744 301.032
L 417.456 301.032
Q 406.368 301.032 406.368 312.12
L 406.368 600.408
Q 406.368 611.496 417.456 611.496
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fbfcfc; stroke: #566573; stroke-width: 1.3; stroke-linejoin: miter"/>
</g>
<g id="text_1">
<!-- Training Pipeline (Stage 0 / 1 / 2) -->
<g transform="translate(65.412 231.027437) scale(0.076 -0.076)">
<defs>
<path id="DejaVuSans-Bold-54" d="M 31 4666
L 4331 4666
L 4331 3756
L 2784 3756
L 2784 0
L 1581 0
L 1581 3756
L 31 3756
L 31 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-72" d="M 3138 2547
Q 2991 2616 2845 2648
Q 2700 2681 2553 2681
Q 2122 2681 1889 2404
Q 1656 2128 1656 1613
L 1656 0
L 538 0
L 538 3500
L 1656 3500
L 1656 2925
Q 1872 3269 2151 3426
Q 2431 3584 2822 3584
Q 2878 3584 2943 3579
Q 3009 3575 3134 3559
L 3138 2547
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-61" d="M 2106 1575
Q 1756 1575 1579 1456
Q 1403 1338 1403 1106
Q 1403 894 1545 773
Q 1688 653 1941 653
Q 2256 653 2472 879
Q 2688 1106 2688 1447
L 2688 1575
L 2106 1575
z
M 3816 1997
L 3816 0
L 2688 0
L 2688 519
Q 2463 200 2181 54
Q 1900 -91 1497 -91
Q 953 -91 614 226
Q 275 544 275 1050
Q 275 1666 698 1953
Q 1122 2241 2028 2241
L 2688 2241
L 2688 2328
Q 2688 2594 2478 2717
Q 2269 2841 1825 2841
Q 1466 2841 1156 2769
Q 847 2697 581 2553
L 581 3406
Q 941 3494 1303 3539
Q 1666 3584 2028 3584
Q 2975 3584 3395 3211
Q 3816 2838 3816 1997
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-69" d="M 538 3500
L 1656 3500
L 1656 0
L 538 0
L 538 3500
z
M 538 4863
L 1656 4863
L 1656 3950
L 538 3950
L 538 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-6e" d="M 4056 2131
L 4056 0
L 2931 0
L 2931 347
L 2931 1631
Q 2931 2084 2911 2256
Q 2891 2428 2841 2509
Q 2775 2619 2662 2680
Q 2550 2741 2406 2741
Q 2056 2741 1856 2470
Q 1656 2200 1656 1722
L 1656 0
L 538 0
L 538 3500
L 1656 3500
L 1656 2988
Q 1909 3294 2193 3439
Q 2478 3584 2822 3584
Q 3428 3584 3742 3212
Q 4056 2841 4056 2131
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-67" d="M 2919 594
Q 2688 288 2409 144
Q 2131 0 1766 0
Q 1125 0 706 504
Q 288 1009 288 1791
Q 288 2575 706 3076
Q 1125 3578 1766 3578
Q 2131 3578 2409 3434
Q 2688 3291 2919 2981
L 2919 3500
L 4044 3500
L 4044 353
Q 4044 -491 3511 -936
Q 2978 -1381 1966 -1381
Q 1638 -1381 1331 -1331
Q 1025 -1281 716 -1178
L 716 -306
Q 1009 -475 1290 -558
Q 1572 -641 1856 -641
Q 2406 -641 2662 -400
Q 2919 -159 2919 353
L 2919 594
z
M 2181 2772
Q 1834 2772 1640 2515
Q 1447 2259 1447 1791
Q 1447 1309 1634 1061
Q 1822 813 2181 813
Q 2531 813 2725 1069
Q 2919 1325 2919 1791
Q 2919 2259 2725 2515
Q 2531 2772 2181 2772
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-20" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-50" d="M 588 4666
L 2584 4666
Q 3475 4666 3951 4270
Q 4428 3875 4428 3144
Q 4428 2409 3951 2014
Q 3475 1619 2584 1619
L 1791 1619
L 1791 0
L 588 0
L 588 4666
z
M 1791 3794
L 1791 2491
L 2456 2491
Q 2806 2491 2997 2661
Q 3188 2831 3188 3144
Q 3188 3456 2997 3625
Q 2806 3794 2456 3794
L 1791 3794
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-70" d="M 1656 506
L 1656 -1331
L 538 -1331
L 538 3500
L 1656 3500
L 1656 2988
Q 1888 3294 2169 3439
Q 2450 3584 2816 3584
Q 3463 3584 3878 3070
Q 4294 2556 4294 1747
Q 4294 938 3878 423
Q 3463 -91 2816 -91
Q 2450 -91 2169 54
Q 1888 200 1656 506
z
M 2400 2772
Q 2041 2772 1848 2508
Q 1656 2244 1656 1747
Q 1656 1250 1848 986
Q 2041 722 2400 722
Q 2759 722 2948 984
Q 3138 1247 3138 1747
Q 3138 2247 2948 2509
Q 2759 2772 2400 2772
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-65" d="M 4031 1759
L 4031 1441
L 1416 1441
Q 1456 1047 1700 850
Q 1944 653 2381 653
Q 2734 653 3104 758
Q 3475 863 3866 1075
L 3866 213
Q 3469 63 3072 -14
Q 2675 -91 2278 -91
Q 1328 -91 801 392
Q 275 875 275 1747
Q 275 2603 792 3093
Q 1309 3584 2216 3584
Q 3041 3584 3536 3087
Q 4031 2591 4031 1759
z
M 2881 2131
Q 2881 2450 2695 2645
Q 2509 2841 2209 2841
Q 1884 2841 1681 2658
Q 1478 2475 1428 2131
L 2881 2131
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-6c" d="M 538 4863
L 1656 4863
L 1656 0
L 538 0
L 538 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-28" d="M 2413 -844
L 1484 -844
Q 1006 -72 778 623
Q 550 1319 550 2003
Q 550 2688 779 3389
Q 1009 4091 1484 4856
L 2413 4856
Q 2013 4116 1813 3408
Q 1613 2700 1613 2009
Q 1613 1319 1811 609
Q 2009 -100 2413 -844
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-53" d="M 3834 4519
L 3834 3531
Q 3450 3703 3084 3790
Q 2719 3878 2394 3878
Q 1963 3878 1756 3759
Q 1550 3641 1550 3391
Q 1550 3203 1689 3098
Q 1828 2994 2194 2919
L 2706 2816
Q 3484 2659 3812 2340
Q 4141 2022 4141 1434
Q 4141 663 3683 286
Q 3225 -91 2284 -91
Q 1841 -91 1394 -6
Q 947 78 500 244
L 500 1259
Q 947 1022 1364 901
Q 1781 781 2169 781
Q 2563 781 2772 912
Q 2981 1044 2981 1288
Q 2981 1506 2839 1625
Q 2697 1744 2272 1838
L 1806 1941
Q 1106 2091 782 2419
Q 459 2747 459 3303
Q 459 4000 909 4375
Q 1359 4750 2203 4750
Q 2588 4750 2994 4692
Q 3400 4634 3834 4519
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-74" d="M 1759 4494
L 1759 3500
L 2913 3500
L 2913 2700
L 1759 2700
L 1759 1216
Q 1759 972 1856 886
Q 1953 800 2241 800
L 2816 800
L 2816 0
L 1856 0
Q 1194 0 917 276
Q 641 553 641 1216
L 641 2700
L 84 2700
L 84 3500
L 641 3500
L 641 4494
L 1759 4494
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-30" d="M 2944 2338
Q 2944 3213 2780 3570
Q 2616 3928 2228 3928
Q 1841 3928 1675 3570
Q 1509 3213 1509 2338
Q 1509 1453 1675 1090
Q 1841 728 2228 728
Q 2613 728 2778 1090
Q 2944 1453 2944 2338
z
M 4147 2328
Q 4147 1169 3647 539
Q 3147 -91 2228 -91
Q 1306 -91 806 539
Q 306 1169 306 2328
Q 306 3491 806 4120
Q 1306 4750 2228 4750
Q 3147 4750 3647 4120
Q 4147 3491 4147 2328
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-2f" d="M 1644 4666
L 2338 4666
L 691 -594
L 0 -594
L 1644 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-31" d="M 750 831
L 1813 831
L 1813 3847
L 722 3622
L 722 4441
L 1806 4666
L 2950 4666
L 2950 831
L 4013 831
L 4013 0
L 750 0
L 750 831
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-32" d="M 1844 884
L 3897 884
L 3897 0
L 506 0
L 506 884
L 2209 2388
Q 2438 2594 2547 2791
Q 2656 2988 2656 3200
Q 2656 3528 2436 3728
Q 2216 3928 1850 3928
Q 1569 3928 1234 3808
Q 900 3688 519 3450
L 519 4475
Q 925 4609 1322 4679
Q 1719 4750 2100 4750
Q 2938 4750 3402 4381
Q 3866 4013 3866 3353
Q 3866 2972 3669 2642
Q 3472 2313 2841 1759
L 1844 884
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-29" d="M 513 -844
Q 913 -100 1113 609
Q 1313 1319 1313 2009
Q 1313 2700 1113 3408
Q 913 4116 513 4856
L 1441 4856
Q 1916 4091 2145 3389
Q 2375 2688 2375 2003
Q 2375 1319 2147 623
Q 1919 -72 1441 -844
L 513 -844
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-Bold-54"/>
<use xlink:href="#DejaVuSans-Bold-72" transform="translate(57.212891 0)"/>
<use xlink:href="#DejaVuSans-Bold-61" transform="translate(106.529297 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(174.009766 0)"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(208.287109 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(279.478516 0)"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(313.755859 0)"/>
<use xlink:href="#DejaVuSans-Bold-67" transform="translate(384.947266 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(456.529297 0)"/>
<use xlink:href="#DejaVuSans-Bold-50" transform="translate(491.34375 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(564.634766 0)"/>
<use xlink:href="#DejaVuSans-Bold-70" transform="translate(598.912109 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(670.494141 0)"/>
<use xlink:href="#DejaVuSans-Bold-6c" transform="translate(738.316406 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(772.59375 0)"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(806.871094 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(878.0625 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(945.884766 0)"/>
<use xlink:href="#DejaVuSans-Bold-28" transform="translate(980.699219 0)"/>
<use xlink:href="#DejaVuSans-Bold-53" transform="translate(1026.402344 0)"/>
<use xlink:href="#DejaVuSans-Bold-74" transform="translate(1098.423828 0)"/>
<use xlink:href="#DejaVuSans-Bold-61" transform="translate(1146.226562 0)"/>
<use xlink:href="#DejaVuSans-Bold-67" transform="translate(1213.707031 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(1285.289062 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(1353.111328 0)"/>
<use xlink:href="#DejaVuSans-Bold-30" transform="translate(1387.925781 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(1457.505859 0)"/>
<use xlink:href="#DejaVuSans-Bold-2f" transform="translate(1492.320312 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(1528.84375 0)"/>
<use xlink:href="#DejaVuSans-Bold-31" transform="translate(1563.658203 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(1633.238281 0)"/>
<use xlink:href="#DejaVuSans-Bold-2f" transform="translate(1668.052734 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(1704.576172 0)"/>
<use xlink:href="#DejaVuSans-Bold-32" transform="translate(1739.390625 0)"/>
<use xlink:href="#DejaVuSans-Bold-29" transform="translate(1808.970703 0)"/>
</g>
</g>
<g id="text_2">
<!-- Inference Pipeline -->
<g transform="translate(420.228 319.761125) scale(0.076 -0.076)">
<defs>
<path id="DejaVuSans-Bold-49" d="M 588 4666
L 1791 4666
L 1791 0
L 588 0
L 588 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-66" d="M 2841 4863
L 2841 4128
L 2222 4128
Q 1984 4128 1890 4042
Q 1797 3956 1797 3744
L 1797 3500
L 2753 3500
L 2753 2700
L 1797 2700
L 1797 0
L 678 0
L 678 2700
L 122 2700
L 122 3500
L 678 3500
L 678 3744
Q 678 4316 997 4589
Q 1316 4863 1984 4863
L 2841 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-Bold-63" d="M 3366 3391
L 3366 2478
Q 3138 2634 2908 2709
Q 2678 2784 2431 2784
Q 1963 2784 1702 2511
Q 1441 2238 1441 1747
Q 1441 1256 1702 982
Q 1963 709 2431 709
Q 2694 709 2930 787
Q 3166 866 3366 1019
L 3366 103
Q 3103 6 2833 -42
Q 2563 -91 2291 -91
Q 1344 -91 809 395
Q 275 881 275 1747
Q 275 2613 809 3098
Q 1344 3584 2291 3584
Q 2566 3584 2833 3536
Q 3100 3488 3366 3391
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-Bold-49"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(37.207031 0)"/>
<use xlink:href="#DejaVuSans-Bold-66" transform="translate(108.398438 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(151.904297 0)"/>
<use xlink:href="#DejaVuSans-Bold-72" transform="translate(219.726562 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(269.042969 0)"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(336.865234 0)"/>
<use xlink:href="#DejaVuSans-Bold-63" transform="translate(408.056641 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(467.333984 0)"/>
<use xlink:href="#DejaVuSans-Bold-20" transform="translate(535.15625 0)"/>
<use xlink:href="#DejaVuSans-Bold-50" transform="translate(569.970703 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(643.261719 0)"/>
<use xlink:href="#DejaVuSans-Bold-70" transform="translate(677.539062 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(749.121094 0)"/>
<use xlink:href="#DejaVuSans-Bold-6c" transform="translate(816.943359 0)"/>
<use xlink:href="#DejaVuSans-Bold-69" transform="translate(851.220703 0)"/>
<use xlink:href="#DejaVuSans-Bold-6e" transform="translate(885.498047 0)"/>
<use xlink:href="#DejaVuSans-Bold-65" transform="translate(956.689453 0)"/>
</g>
</g>
<g id="line2d_1">
<path d="M 384.192 201.24
L 384.192 655.848
" clip-path="url(#pfda23dbcfc)" style="fill: none; stroke-dasharray: 4.44,1.92; stroke-dashoffset: 0; stroke: #566573; stroke-width: 1.2"/>
</g>
<g id="patch_4">
<path d="M 384.192 70.956
Q 384.192 80.658 384.192 88.906556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 385.992 85.306556
L 384.192 88.906556
L 382.392 85.306556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_5">
<path d="M 384.192 134.712
Q 289.944 145.8 197.139489 156.718178
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 200.925145 158.08522
L 197.139489 156.718178
L 200.504517 154.509878
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_6">
<path d="M 384.192 134.712
Q 384.192 145.8 384.192 155.434556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 385.992 151.834556
L 384.192 155.434556
L 382.392 151.834556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_7">
<path d="M 384.192 134.712
Q 478.44 145.8 571.244511 156.718178
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 567.879483 154.509878
L 571.244511 156.718178
L 567.458855 158.08522
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_8">
<path d="M 206.784 284.4
Q 206.784 292.716 206.784 299.578556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 295.978556
L 206.784 299.578556
L 204.984 295.978556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_9">
<path d="M 206.784 356.472
Q 206.784 364.788 206.784 371.650556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 368.050556
L 206.784 371.650556
L 204.984 368.050556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_10">
<path d="M 206.784 417.456
Q 206.784 429.93 206.784 440.950556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 437.350556
L 206.784 440.950556
L 204.984 437.350556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_11">
<path d="M 206.784 492.3
Q 206.784 503.388 206.784 513.022556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 509.422556
L 206.784 513.022556
L 204.984 509.422556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_12">
<path d="M 206.784 564.372
Q 206.784 572.688 206.784 579.550556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 575.950556
L 206.784 579.550556
L 204.984 575.950556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_13">
<path d="M 206.784 630.9
Q 206.784 637.83 206.784 643.306556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 208.584 639.706556
L 206.784 643.306556
L 204.984 639.706556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_14">
<path d="M 195.696 201.24
Q 201.24 220.644 206.384708 238.650479
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 207.126455 234.694494
L 206.384708 238.650479
L 203.664969 235.68349
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_15">
<path d="M 561.6 378.648
Q 561.6 386.964 561.6 393.826556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 563.4 390.226556
L 561.6 393.826556
L 559.8 390.226556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_16">
<path d="M 561.6 450.72
Q 561.6 459.036 561.6 465.898556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 563.4 462.298556
L 561.6 465.898556
L 559.8 462.298556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_17">
<path d="M 561.6 511.704
Q 561.6 520.02 561.6 526.882556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 563.4 523.282556
L 561.6 526.882556
L 559.8 523.282556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_18">
<path d="M 572.688 201.24
Q 567.144 262.224 561.731589 321.760525
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 563.850125 318.338274
L 561.731589 321.760525
L 560.26491 318.012345
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_19">
<path d="M 328.752 666.936
Q 375.876 611.496 422.058679 557.163436
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 418.355654 558.740651
L 422.058679 557.163436
L 421.098636 561.072185
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="text_3">
<!-- trained model -->
<g style="fill: #566573" transform="translate(352.745062 605.688206) scale(0.066 -0.066)">
<defs>
<path id="DejaVuSans-74" d="M 1172 4494
L 1172 3500
L 2356 3500
L 2356 3053
L 1172 3053
L 1172 1153
Q 1172 725 1289 603
Q 1406 481 1766 481
L 2356 481
L 2356 0
L 1766 0
Q 1100 0 847 248
Q 594 497 594 1153
L 594 3053
L 172 3053
L 172 3500
L 594 3500
L 594 4494
L 1172 4494
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-72" d="M 2631 2963
Q 2534 3019 2420 3045
Q 2306 3072 2169 3072
Q 1681 3072 1420 2755
Q 1159 2438 1159 1844
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1341 3275 1631 3429
Q 1922 3584 2338 3584
Q 2397 3584 2469 3576
Q 2541 3569 2628 3553
L 2631 2963
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-61" d="M 2194 1759
Q 1497 1759 1228 1600
Q 959 1441 959 1056
Q 959 750 1161 570
Q 1363 391 1709 391
Q 2188 391 2477 730
Q 2766 1069 2766 1631
L 2766 1759
L 2194 1759
z
M 3341 1997
L 3341 0
L 2766 0
L 2766 531
Q 2569 213 2275 61
Q 1981 -91 1556 -91
Q 1019 -91 701 211
Q 384 513 384 1019
Q 384 1609 779 1909
Q 1175 2209 1959 2209
L 2766 2209
L 2766 2266
Q 2766 2663 2505 2880
Q 2244 3097 1772 3097
Q 1472 3097 1187 3025
Q 903 2953 641 2809
L 641 3341
Q 956 3463 1253 3523
Q 1550 3584 1831 3584
Q 2591 3584 2966 3190
Q 3341 2797 3341 1997
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-69" d="M 603 3500
L 1178 3500
L 1178 0
L 603 0
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-6e" d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-65" d="M 3597 1894
L 3597 1613
L 953 1613
Q 991 1019 1311 708
Q 1631 397 2203 397
Q 2534 397 2845 478
Q 3156 559 3463 722
L 3463 178
Q 3153 47 2828 -22
Q 2503 -91 2169 -91
Q 1331 -91 842 396
Q 353 884 353 1716
Q 353 2575 817 3079
Q 1281 3584 2069 3584
Q 2775 3584 3186 3129
Q 3597 2675 3597 1894
z
M 3022 2063
Q 3016 2534 2758 2815
Q 2500 3097 2075 3097
Q 1594 3097 1305 2825
Q 1016 2553 972 2059
L 3022 2063
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-64" d="M 2906 2969
L 2906 4863
L 3481 4863
L 3481 0
L 2906 0
L 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
z
M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-20" transform="scale(0.015625)"/>
<path id="DejaVuSans-6d" d="M 3328 2828
Q 3544 3216 3844 3400
Q 4144 3584 4550 3584
Q 5097 3584 5394 3201
Q 5691 2819 5691 2113
L 5691 0
L 5113 0
L 5113 2094
Q 5113 2597 4934 2840
Q 4756 3084 4391 3084
Q 3944 3084 3684 2787
Q 3425 2491 3425 1978
L 3425 0
L 2847 0
L 2847 2094
Q 2847 2600 2669 2842
Q 2491 3084 2119 3084
Q 1678 3084 1418 2786
Q 1159 2488 1159 1978
L 1159 0
L 581 0
L 581 3500
L 1159 3500
L 1159 2956
Q 1356 3278 1631 3431
Q 1906 3584 2284 3584
Q 2666 3584 2933 3390
Q 3200 3197 3328 2828
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-6f" d="M 1959 3097
Q 1497 3097 1228 2736
Q 959 2375 959 1747
Q 959 1119 1226 758
Q 1494 397 1959 397
Q 2419 397 2687 759
Q 2956 1122 2956 1747
Q 2956 2369 2687 2733
Q 2419 3097 1959 3097
z
M 1959 3584
Q 2709 3584 3137 3096
Q 3566 2609 3566 1747
Q 3566 888 3137 398
Q 2709 -91 1959 -91
Q 1206 -91 779 398
Q 353 888 353 1747
Q 353 2609 779 3096
Q 1206 3584 1959 3584
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-6c" d="M 603 4863
L 1178 4863
L 1178 0
L 603 0
L 603 4863
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-74"/>
<use xlink:href="#DejaVuSans-72" transform="translate(39.208984 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(80.322266 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(141.601562 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(169.384766 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(232.763672 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(294.287109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(357.763672 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(389.550781 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(486.962891 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(548.144531 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(611.621094 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(673.144531 0)"/>
</g>
</g>
<g id="patch_20">
<path d="M 384.192 655.848
Q 356.472 658.62 330.086982 661.258502
" style="fill: none; stroke-dasharray: 4.44,1.92; stroke-dashoffset: 0; stroke: #566573; stroke-width: 1.2; stroke-linecap: round"/>
<path d="M 333.848223 662.691355
L 330.086982 661.258502
L 333.49001 659.109221
z
" style="fill: #566573; stroke-dasharray: 4.44,1.92; stroke-dashoffset: 0; stroke: #566573; stroke-width: 1.2; stroke-linecap: round"/>
</g>
<g id="text_4">
<!-- validation / early stopping -->
<g style="fill: #566573" transform="translate(397.371 470.3475) rotate(-90) scale(0.064 -0.064)">
<defs>
<path id="DejaVuSans-76" d="M 191 3500
L 800 3500
L 1894 563
L 2988 3500
L 3597 3500
L 2284 0
L 1503 0
L 191 3500
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-2f" d="M 1625 4666
L 2156 4666
L 531 -594
L 0 -594
L 1625 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-79" d="M 2059 -325
Q 1816 -950 1584 -1140
Q 1353 -1331 966 -1331
L 506 -1331
L 506 -850
L 844 -850
Q 1081 -850 1212 -737
Q 1344 -625 1503 -206
L 1606 56
L 191 3500
L 800 3500
L 1894 763
L 2988 3500
L 3597 3500
L 2059 -325
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-73" d="M 2834 3397
L 2834 2853
Q 2591 2978 2328 3040
Q 2066 3103 1784 3103
Q 1356 3103 1142 2972
Q 928 2841 928 2578
Q 928 2378 1081 2264
Q 1234 2150 1697 2047
L 1894 2003
Q 2506 1872 2764 1633
Q 3022 1394 3022 966
Q 3022 478 2636 193
Q 2250 -91 1575 -91
Q 1294 -91 989 -36
Q 684 19 347 128
L 347 722
Q 666 556 975 473
Q 1284 391 1588 391
Q 1994 391 2212 530
Q 2431 669 2431 922
Q 2431 1156 2273 1281
Q 2116 1406 1581 1522
L 1381 1569
Q 847 1681 609 1914
Q 372 2147 372 2553
Q 372 3047 722 3315
Q 1072 3584 1716 3584
Q 2034 3584 2315 3537
Q 2597 3491 2834 3397
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-70" d="M 1159 525
L 1159 -1331
L 581 -1331
L 581 3500
L 1159 3500
L 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
z
M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-67" d="M 2906 1791
Q 2906 2416 2648 2759
Q 2391 3103 1925 3103
Q 1463 3103 1205 2759
Q 947 2416 947 1791
Q 947 1169 1205 825
Q 1463 481 1925 481
Q 2391 481 2648 825
Q 2906 1169 2906 1791
z
M 3481 434
Q 3481 -459 3084 -895
Q 2688 -1331 1869 -1331
Q 1566 -1331 1297 -1286
Q 1028 -1241 775 -1147
L 775 -588
Q 1028 -725 1275 -790
Q 1522 -856 1778 -856
Q 2344 -856 2625 -561
Q 2906 -266 2906 331
L 2906 616
Q 2728 306 2450 153
Q 2172 0 1784 0
Q 1141 0 747 490
Q 353 981 353 1791
Q 353 2603 747 3093
Q 1141 3584 1784 3584
Q 2172 3584 2450 3431
Q 2728 3278 2906 2969
L 2906 3500
L 3481 3500
L 3481 434
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-76"/>
<use xlink:href="#DejaVuSans-61" transform="translate(59.179688 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(120.458984 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(148.242188 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(176.025391 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(239.501953 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(300.78125 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(339.990234 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(367.773438 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(428.955078 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(492.333984 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(524.121094 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(557.8125 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(589.599609 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(651.123047 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(712.402344 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(753.515625 0)"/>
<use xlink:href="#DejaVuSans-79" transform="translate(781.298828 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(840.478516 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(872.265625 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(924.365234 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(963.574219 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(1024.755859 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(1088.232422 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1151.708984 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1179.492188 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(1242.871094 0)"/>
</g>
</g>
<g id="patch_21">
<path d="M 561.6 583.776
Q 561.6 666.936 561.6 748.642556
" style="fill: none; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
<path d="M 563.4 745.042556
L 561.6 748.642556
L 559.8 745.042556
z
" style="fill: #566573; stroke: #566573; stroke-width: 1.3; stroke-linecap: round"/>
</g>
<g id="patch_22">
<path d="M 236.1672 70.956
L 532.2168 70.956
Q 539.424 70.956 539.424 63.7488
L 539.424 28.2672
Q 539.424 21.06 532.2168 21.06
L 236.1672 21.06
Q 228.96 21.06 228.96 28.2672
L 228.96 63.7488
Q 228.96 70.956 236.1672 70.956
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_23">
<path d="M 252.7992 134.712
L 515.5848 134.712
Q 522.792 134.712 522.792 127.5048
L 522.792 97.5672
Q 522.792 90.36 515.5848 90.36
L 252.7992 90.36
Q 245.592 90.36 245.592 97.5672
L 245.592 127.5048
Q 245.592 134.712 252.7992 134.712
z
" clip-path="url(#pfda23dbcfc)" style="fill: #e8daef; stroke: #8e44ad; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_24">
<path d="M 130.8312 201.24
L 260.5608 201.24
Q 267.768 201.24 267.768 194.0328
L 267.768 164.0952
Q 267.768 156.888 260.5608 156.888
L 130.8312 156.888
Q 123.624 156.888 123.624 164.0952
L 123.624 194.0328
Q 123.624 201.24 130.8312 201.24
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_25">
<path d="M 330.4152 201.24
L 437.9688 201.24
Q 445.176 201.24 445.176 194.0328
L 445.176 164.0952
Q 445.176 156.888 437.9688 156.888
L 330.4152 156.888
Q 323.208 156.888 323.208 164.0952
L 323.208 194.0328
Q 323.208 201.24 330.4152 201.24
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_26">
<path d="M 513.3672 201.24
L 632.0088 201.24
Q 639.216 201.24 639.216 194.0328
L 639.216 164.0952
Q 639.216 156.888 632.0088 156.888
L 513.3672 156.888
Q 506.16 156.888 506.16 164.0952
L 506.16 194.0328
Q 506.16 201.24 513.3672 201.24
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_27">
<path d="M 72.6192 284.4
L 340.9488 284.4
Q 348.156 284.4 348.156 277.1928
L 348.156 247.2552
Q 348.156 240.048 340.9488 240.048
L 72.6192 240.048
Q 65.412 240.048 65.412 247.2552
L 65.412 277.1928
Q 65.412 284.4 72.6192 284.4
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fdebd0; stroke: #e67e22; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_28">
<path d="M 72.6192 356.472
L 340.9488 356.472
Q 348.156 356.472 348.156 349.2648
L 348.156 308.2392
Q 348.156 301.032 340.9488 301.032
L 72.6192 301.032
Q 65.412 301.032 65.412 308.2392
L 65.412 349.2648
Q 65.412 356.472 72.6192 356.472
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fadbd8; stroke: #c0392b; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_29">
<path d="M 72.6192 417.456
L 340.9488 417.456
Q 348.156 417.456 348.156 410.2488
L 348.156 380.3112
Q 348.156 373.104 340.9488 373.104
L 72.6192 373.104
Q 65.412 373.104 65.412 380.3112
L 65.412 410.2488
Q 65.412 417.456 72.6192 417.456
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_30">
<path d="M 72.6192 492.3
L 340.9488 492.3
Q 348.156 492.3 348.156 485.0928
L 348.156 449.6112
Q 348.156 442.404 340.9488 442.404
L 72.6192 442.404
Q 65.412 442.404 65.412 449.6112
L 65.412 485.0928
Q 65.412 492.3 72.6192 492.3
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d5f5e3; stroke: #27ae60; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_31">
<path d="M 72.6192 564.372
L 340.9488 564.372
Q 348.156 564.372 348.156 557.1648
L 348.156 521.6832
Q 348.156 514.476 340.9488 514.476
L 72.6192 514.476
Q 65.412 514.476 65.412 521.6832
L 65.412 557.1648
Q 65.412 564.372 72.6192 564.372
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d5f5e3; stroke: #27ae60; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_32">
<path d="M 72.6192 630.9
L 340.9488 630.9
Q 348.156 630.9 348.156 623.6928
L 348.156 588.2112
Q 348.156 581.004 340.9488 581.004
L 72.6192 581.004
Q 65.412 581.004 65.412 588.2112
L 65.412 623.6928
Q 65.412 630.9 72.6192 630.9
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fdebd0; stroke: #e67e22; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_33">
<path d="M 92.0232 689.112
L 321.5448 689.112
Q 328.752 689.112 328.752 681.9048
L 328.752 651.9672
Q 328.752 644.76 321.5448 644.76
L 92.0232 644.76
Q 84.816 644.76 84.816 651.9672
L 84.816 681.9048
Q 84.816 689.112 92.0232 689.112
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d6eaf8; stroke: #2e86c1; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_34">
<path d="M 430.2072 378.648
L 692.9928 378.648
Q 700.2 378.648 700.2 371.4408
L 700.2 330.4152
Q 700.2 323.208 692.9928 323.208
L 430.2072 323.208
Q 423 323.208 423 330.4152
L 423 371.4408
Q 423 378.648 430.2072 378.648
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fcf3cf; stroke: #d4ac0d; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_35">
<path d="M 430.2072 450.72
L 692.9928 450.72
Q 700.2 450.72 700.2 443.5128
L 700.2 402.4872
Q 700.2 395.28 692.9928 395.28
L 430.2072 395.28
Q 423 395.28 423 402.4872
L 423 443.5128
Q 423 450.72 430.2072 450.72
z
" clip-path="url(#pfda23dbcfc)" style="fill: #e8daef; stroke: #8e44ad; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_36">
<path d="M 430.2072 511.704
L 692.9928 511.704
Q 700.2 511.704 700.2 504.4968
L 700.2 474.5592
Q 700.2 467.352 692.9928 467.352
L 430.2072 467.352
Q 423 467.352 423 474.5592
L 423 504.4968
Q 423 511.704 430.2072 511.704
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fcf3cf; stroke: #d4ac0d; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_37">
<path d="M 430.2072 583.776
L 692.9928 583.776
Q 700.2 583.776 700.2 576.5688
L 700.2 535.5432
Q 700.2 528.336 692.9928 528.336
L 430.2072 528.336
Q 423 528.336 423 535.5432
L 423 576.5688
Q 423 583.776 430.2072 583.776
z
" clip-path="url(#pfda23dbcfc)" style="fill: #fadbd8; stroke: #c0392b; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="patch_38">
<path d="M 419.1192 827.712
L 704.0808 827.712
Q 711.288 827.712 711.288 820.5048
L 711.288 757.3032
Q 711.288 750.096 704.0808 750.096
L 419.1192 750.096
Q 411.912 750.096 411.912 757.3032
L 411.912 820.5048
Q 411.912 827.712 419.1192 827.712
z
" clip-path="url(#pfda23dbcfc)" style="fill: #d5d8dc; stroke: #566573; stroke-width: 1.4; stroke-linejoin: miter"/>
</g>
<g id="text_5">
<!-- MIMIC-CXR (50,000 frontal images) -->
<g transform="translate(312.5595 48.2155) scale(0.08 -0.08)">
<defs>
<path id="DejaVuSans-4d" d="M 628 4666
L 1569 4666
L 2759 1491
L 3956 4666
L 4897 4666
L 4897 0
L 4281 0
L 4281 4097
L 3078 897
L 2444 897
L 1241 4097
L 1241 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-49" d="M 628 4666
L 1259 4666
L 1259 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-43" d="M 4122 4306
L 4122 3641
Q 3803 3938 3442 4084
Q 3081 4231 2675 4231
Q 1875 4231 1450 3742
Q 1025 3253 1025 2328
Q 1025 1406 1450 917
Q 1875 428 2675 428
Q 3081 428 3442 575
Q 3803 722 4122 1019
L 4122 359
Q 3791 134 3420 21
Q 3050 -91 2638 -91
Q 1578 -91 968 557
Q 359 1206 359 2328
Q 359 3453 968 4101
Q 1578 4750 2638 4750
Q 3056 4750 3426 4639
Q 3797 4528 4122 4306
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-2d" d="M 313 2009
L 1997 2009
L 1997 1497
L 313 1497
L 313 2009
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-58" d="M 403 4666
L 1081 4666
L 2241 2931
L 3406 4666
L 4084 4666
L 2584 2425
L 4184 0
L 3506 0
L 2194 1984
L 872 0
L 191 0
L 1856 2491
L 403 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-52" d="M 2841 2188
Q 3044 2119 3236 1894
Q 3428 1669 3622 1275
L 4263 0
L 3584 0
L 2988 1197
Q 2756 1666 2539 1819
Q 2322 1972 1947 1972
L 1259 1972
L 1259 0
L 628 0
L 628 4666
L 2053 4666
Q 2853 4666 3247 4331
Q 3641 3997 3641 3322
Q 3641 2881 3436 2590
Q 3231 2300 2841 2188
z
M 1259 4147
L 1259 2491
L 2053 2491
Q 2509 2491 2742 2702
Q 2975 2913 2975 3322
Q 2975 3731 2742 3939
Q 2509 4147 2053 4147
L 1259 4147
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-28" d="M 1984 4856
Q 1566 4138 1362 3434
Q 1159 2731 1159 2009
Q 1159 1288 1364 580
Q 1569 -128 1984 -844
L 1484 -844
Q 1016 -109 783 600
Q 550 1309 550 2009
Q 550 2706 781 3412
Q 1013 4119 1484 4856
L 1984 4856
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-35" d="M 691 4666
L 3169 4666
L 3169 4134
L 1269 4134
L 1269 2991
Q 1406 3038 1543 3061
Q 1681 3084 1819 3084
Q 2600 3084 3056 2656
Q 3513 2228 3513 1497
Q 3513 744 3044 326
Q 2575 -91 1722 -91
Q 1428 -91 1123 -41
Q 819 9 494 109
L 494 744
Q 775 591 1075 516
Q 1375 441 1709 441
Q 2250 441 2565 725
Q 2881 1009 2881 1497
Q 2881 1984 2565 2268
Q 2250 2553 1709 2553
Q 1456 2553 1204 2497
Q 953 2441 691 2322
L 691 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-30" d="M 2034 4250
Q 1547 4250 1301 3770
Q 1056 3291 1056 2328
Q 1056 1369 1301 889
Q 1547 409 2034 409
Q 2525 409 2770 889
Q 3016 1369 3016 2328
Q 3016 3291 2770 3770
Q 2525 4250 2034 4250
z
M 2034 4750
Q 2819 4750 3233 4129
Q 3647 3509 3647 2328
Q 3647 1150 3233 529
Q 2819 -91 2034 -91
Q 1250 -91 836 529
Q 422 1150 422 2328
Q 422 3509 836 4129
Q 1250 4750 2034 4750
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-2c" d="M 750 794
L 1409 794
L 1409 256
L 897 -744
L 494 -744
L 750 256
L 750 794
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-66" d="M 2375 4863
L 2375 4384
L 1825 4384
Q 1516 4384 1395 4259
Q 1275 4134 1275 3809
L 1275 3500
L 2222 3500
L 2222 3053
L 1275 3053
L 1275 0
L 697 0
L 697 3053
L 147 3053
L 147 3500
L 697 3500
L 697 3744
Q 697 4328 969 4595
Q 1241 4863 1831 4863
L 2375 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-29" d="M 513 4856
L 1013 4856
Q 1481 4119 1714 3412
Q 1947 2706 1947 2009
Q 1947 1309 1714 600
Q 1481 -109 1013 -844
L 513 -844
Q 928 -128 1133 580
Q 1338 1288 1338 2009
Q 1338 2731 1133 3434
Q 928 4138 513 4856
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-4d"/>
<use xlink:href="#DejaVuSans-49" transform="translate(86.279297 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(115.771484 0)"/>
<use xlink:href="#DejaVuSans-49" transform="translate(202.050781 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(231.542969 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(301.367188 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(337.451172 0)"/>
<use xlink:href="#DejaVuSans-58" transform="translate(407.275391 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(475.78125 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(545.263672 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(577.050781 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(608.837891 0)"/>
<use xlink:href="#DejaVuSans-35" transform="translate(647.851562 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(711.474609 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(775.097656 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(806.884766 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(870.507812 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(934.130859 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(997.753906 0)"/>
<use xlink:href="#DejaVuSans-66" transform="translate(1029.541016 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1064.746094 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1103.609375 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1164.791016 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1228.169922 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1267.378906 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1328.658203 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1356.441406 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1388.228516 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(1416.011719 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1513.423828 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(1574.703125 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1638.179688 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1699.703125 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1751.802734 0)"/>
</g>
</g>
<g id="text_6">
<!-- Stratified patient-disjoint split -->
<g transform="translate(329.114031 114.577937) scale(0.074 -0.074)">
<defs>
<path id="DejaVuSans-53" d="M 3425 4513
L 3425 3897
Q 3066 4069 2747 4153
Q 2428 4238 2131 4238
Q 1616 4238 1336 4038
Q 1056 3838 1056 3469
Q 1056 3159 1242 3001
Q 1428 2844 1947 2747
L 2328 2669
Q 3034 2534 3370 2195
Q 3706 1856 3706 1288
Q 3706 609 3251 259
Q 2797 -91 1919 -91
Q 1588 -91 1214 -16
Q 841 59 441 206
L 441 856
Q 825 641 1194 531
Q 1563 422 1919 422
Q 2459 422 2753 634
Q 3047 847 3047 1241
Q 3047 1584 2836 1778
Q 2625 1972 2144 2069
L 1759 2144
Q 1053 2284 737 2584
Q 422 2884 422 3419
Q 422 4038 858 4394
Q 1294 4750 2059 4750
Q 2388 4750 2728 4690
Q 3069 4631 3425 4513
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-6a" d="M 603 3500
L 1178 3500
L 1178 -63
Q 1178 -731 923 -1031
Q 669 -1331 103 -1331
L -116 -1331
L -116 -844
L 38 -844
Q 366 -844 484 -692
Q 603 -541 603 -63
L 603 3500
z
M 603 4863
L 1178 4863
L 1178 4134
L 603 4134
L 603 4863
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-53"/>
<use xlink:href="#DejaVuSans-74" transform="translate(63.476562 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(102.685547 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(143.798828 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(205.078125 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(244.287109 0)"/>
<use xlink:href="#DejaVuSans-66" transform="translate(272.070312 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(307.275391 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(335.058594 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(396.582031 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(460.058594 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(491.845703 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(555.322266 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(616.601562 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(655.810547 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(683.59375 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(745.117188 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(808.496094 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(847.705078 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(883.789062 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(947.265625 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(975.048828 0)"/>
<use xlink:href="#DejaVuSans-6a" transform="translate(1027.148438 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1054.931641 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1116.113281 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1143.896484 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1207.275391 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1246.484375 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1278.271484 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(1330.371094 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1393.847656 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1421.630859 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1449.414062 0)"/>
</g>
</g>
<g id="text_7">
<!-- Train (~80%) -->
<g transform="translate(172.089 181.05075) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-54" d="M -19 4666
L 3928 4666
L 3928 4134
L 2272 4134
L 2272 0
L 1638 0
L 1638 4134
L -19 4134
L -19 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-7e" d="M 4684 2553
L 4684 1997
Q 4356 1750 4076 1644
Q 3797 1538 3494 1538
Q 3150 1538 2694 1722
Q 2659 1734 2644 1741
Q 2622 1750 2575 1766
Q 2091 1959 1797 1959
Q 1522 1959 1253 1839
Q 984 1719 678 1459
L 678 2016
Q 1006 2263 1286 2370
Q 1566 2478 1869 2478
Q 2213 2478 2672 2291
Q 2703 2278 2719 2272
Q 2744 2263 2788 2247
Q 3272 2053 3566 2053
Q 3834 2053 4098 2172
Q 4363 2291 4684 2553
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-38" d="M 2034 2216
Q 1584 2216 1326 1975
Q 1069 1734 1069 1313
Q 1069 891 1326 650
Q 1584 409 2034 409
Q 2484 409 2743 651
Q 3003 894 3003 1313
Q 3003 1734 2745 1975
Q 2488 2216 2034 2216
z
M 1403 2484
Q 997 2584 770 2862
Q 544 3141 544 3541
Q 544 4100 942 4425
Q 1341 4750 2034 4750
Q 2731 4750 3128 4425
Q 3525 4100 3525 3541
Q 3525 3141 3298 2862
Q 3072 2584 2669 2484
Q 3125 2378 3379 2068
Q 3634 1759 3634 1313
Q 3634 634 3220 271
Q 2806 -91 2034 -91
Q 1263 -91 848 271
Q 434 634 434 1313
Q 434 1759 690 2068
Q 947 2378 1403 2484
z
M 1172 3481
Q 1172 3119 1398 2916
Q 1625 2713 2034 2713
Q 2441 2713 2670 2916
Q 2900 3119 2900 3481
Q 2900 3844 2670 4047
Q 2441 4250 2034 4250
Q 1625 4250 1398 4047
Q 1172 3844 1172 3481
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-25" d="M 4653 2053
Q 4381 2053 4226 1822
Q 4072 1591 4072 1178
Q 4072 772 4226 539
Q 4381 306 4653 306
Q 4919 306 5073 539
Q 5228 772 5228 1178
Q 5228 1588 5073 1820
Q 4919 2053 4653 2053
z
M 4653 2450
Q 5147 2450 5437 2106
Q 5728 1763 5728 1178
Q 5728 594 5436 251
Q 5144 -91 4653 -91
Q 4153 -91 3862 251
Q 3572 594 3572 1178
Q 3572 1766 3864 2108
Q 4156 2450 4653 2450
z
M 1428 4353
Q 1159 4353 1004 4120
Q 850 3888 850 3481
Q 850 3069 1003 2837
Q 1156 2606 1428 2606
Q 1700 2606 1854 2837
Q 2009 3069 2009 3481
Q 2009 3884 1853 4118
Q 1697 4353 1428 4353
z
M 4250 4750
L 4750 4750
L 1831 -91
L 1331 -91
L 4250 4750
z
M 1428 4750
Q 1922 4750 2215 4408
Q 2509 4066 2509 3481
Q 2509 2891 2217 2550
Q 1925 2209 1428 2209
Q 931 2209 642 2551
Q 353 2894 353 3481
Q 353 4063 643 4406
Q 934 4750 1428 4750
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-54"/>
<use xlink:href="#DejaVuSans-72" transform="translate(46.333984 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(87.447266 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(148.726562 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(176.509766 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(239.888672 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(271.675781 0)"/>
<use xlink:href="#DejaVuSans-7e" transform="translate(310.689453 0)"/>
<use xlink:href="#DejaVuSans-38" transform="translate(394.478516 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(458.101562 0)"/>
<use xlink:href="#DejaVuSans-25" transform="translate(521.724609 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(616.744141 0)"/>
</g>
</g>
<g id="text_8">
<!-- Val (~10%) -->
<g transform="translate(363.830625 181.05075) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-56" d="M 1831 0
L 50 4666
L 709 4666
L 2188 738
L 3669 4666
L 4325 4666
L 2547 0
L 1831 0
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-31" d="M 794 531
L 1825 531
L 1825 4091
L 703 3866
L 703 4441
L 1819 4666
L 2450 4666
L 2450 531
L 3481 531
L 3481 0
L 794 0
L 794 531
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-56"/>
<use xlink:href="#DejaVuSans-61" transform="translate(60.658203 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(121.9375 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(149.720703 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(181.507812 0)"/>
<use xlink:href="#DejaVuSans-7e" transform="translate(220.521484 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(304.310547 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(367.933594 0)"/>
<use xlink:href="#DejaVuSans-25" transform="translate(431.556641 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(526.576172 0)"/>
</g>
</g>
<g id="text_9">
<!-- Test (~10%) -->
<g transform="translate(550.627875 181.05075) scale(0.072 -0.072)">
<use xlink:href="#DejaVuSans-54"/>
<use xlink:href="#DejaVuSans-65" transform="translate(44.083984 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(105.607422 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(157.707031 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(196.916016 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(228.703125 0)"/>
<use xlink:href="#DejaVuSans-7e" transform="translate(267.716797 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(351.505859 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(415.128906 0)"/>
<use xlink:href="#DejaVuSans-25" transform="translate(478.751953 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(573.771484 0)"/>
</g>
</g>
<g id="text_10">
<!-- Image preprocessing (resize 518, center-crop) -->
<g transform="translate(123.696 264.21075) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-63" d="M 3122 3366
L 3122 2828
Q 2878 2963 2633 3030
Q 2388 3097 2138 3097
Q 1578 3097 1268 2742
Q 959 2388 959 1747
Q 959 1106 1268 751
Q 1578 397 2138 397
Q 2388 397 2633 464
Q 2878 531 3122 666
L 3122 134
Q 2881 22 2623 -34
Q 2366 -91 2075 -91
Q 1284 -91 818 406
Q 353 903 353 1747
Q 353 2603 823 3093
Q 1294 3584 2113 3584
Q 2378 3584 2631 3529
Q 2884 3475 3122 3366
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-7a" d="M 353 3500
L 3084 3500
L 3084 2975
L 922 459
L 3084 459
L 3084 0
L 275 0
L 275 525
L 2438 3041
L 353 3041
L 353 3500
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-49"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(29.492188 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(126.904297 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(188.183594 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(251.660156 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(313.183594 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(344.970703 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(408.447266 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(447.310547 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(508.833984 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(572.310547 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(611.173828 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(672.355469 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(727.335938 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(788.859375 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(840.958984 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(893.058594 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(920.841797 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(984.220703 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1047.697266 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(1079.484375 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1118.498047 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1157.361328 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1218.884766 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1270.984375 0)"/>
<use xlink:href="#DejaVuSans-7a" transform="translate(1298.767578 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1351.257812 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1412.78125 0)"/>
<use xlink:href="#DejaVuSans-35" transform="translate(1444.568359 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(1508.191406 0)"/>
<use xlink:href="#DejaVuSans-38" transform="translate(1571.814453 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(1635.4375 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1667.224609 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1699.011719 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1753.992188 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1815.515625 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1878.894531 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1918.103516 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1979.626953 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(2014.365234 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(2050.449219 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(2105.429688 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(2144.292969 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(2205.474609 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(2268.951172 0)"/>
</g>
</g>
<g id="text_11">
<!-- RAD-DINO backbone — frozen -->
<g transform="translate(152.704125 326.707537) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-41" d="M 2188 4044
L 1331 1722
L 3047 1722
L 2188 4044
z
M 1831 4666
L 2547 4666
L 4325 0
L 3669 0
L 3244 1197
L 1141 1197
L 716 0
L 50 0
L 1831 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-44" d="M 1259 4147
L 1259 519
L 2022 519
Q 2988 519 3436 956
Q 3884 1394 3884 2338
Q 3884 3275 3436 3711
Q 2988 4147 2022 4147
L 1259 4147
z
M 628 4666
L 1925 4666
Q 3281 4666 3915 4102
Q 4550 3538 4550 2338
Q 4550 1131 3912 565
Q 3275 0 1925 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-4e" d="M 628 4666
L 1478 4666
L 3547 763
L 3547 4666
L 4159 4666
L 4159 0
L 3309 0
L 1241 3903
L 1241 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-4f" d="M 2522 4238
Q 1834 4238 1429 3725
Q 1025 3213 1025 2328
Q 1025 1447 1429 934
Q 1834 422 2522 422
Q 3209 422 3611 934
Q 4013 1447 4013 2328
Q 4013 3213 3611 3725
Q 3209 4238 2522 4238
z
M 2522 4750
Q 3503 4750 4090 4092
Q 4678 3434 4678 2328
Q 4678 1225 4090 567
Q 3503 -91 2522 -91
Q 1538 -91 948 565
Q 359 1222 359 2328
Q 359 3434 948 4092
Q 1538 4750 2522 4750
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-62" d="M 3116 1747
Q 3116 2381 2855 2742
Q 2594 3103 2138 3103
Q 1681 3103 1420 2742
Q 1159 2381 1159 1747
Q 1159 1113 1420 752
Q 1681 391 2138 391
Q 2594 391 2855 752
Q 3116 1113 3116 1747
z
M 1159 2969
Q 1341 3281 1617 3432
Q 1894 3584 2278 3584
Q 2916 3584 3314 3078
Q 3713 2572 3713 1747
Q 3713 922 3314 415
Q 2916 -91 2278 -91
Q 1894 -91 1617 61
Q 1341 213 1159 525
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2969
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-6b" d="M 581 4863
L 1159 4863
L 1159 1991
L 2875 3500
L 3609 3500
L 1753 1863
L 3688 0
L 2938 0
L 1159 1709
L 1159 0
L 581 0
L 581 4863
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-2014" d="M 313 1978
L 6088 1978
L 6088 1528
L 313 1528
L 313 1978
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-52"/>
<use xlink:href="#DejaVuSans-41" transform="translate(65.482422 0)"/>
<use xlink:href="#DejaVuSans-44" transform="translate(133.890625 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(210.892578 0)"/>
<use xlink:href="#DejaVuSans-44" transform="translate(246.976562 0)"/>
<use xlink:href="#DejaVuSans-49" transform="translate(323.978516 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(353.470703 0)"/>
<use xlink:href="#DejaVuSans-4f" transform="translate(428.275391 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(506.986328 0)"/>
<use xlink:href="#DejaVuSans-62" transform="translate(538.773438 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(602.25 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(663.529297 0)"/>
<use xlink:href="#DejaVuSans-6b" transform="translate(718.509766 0)"/>
<use xlink:href="#DejaVuSans-62" transform="translate(776.419922 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(839.896484 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(901.078125 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(964.457031 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1025.980469 0)"/>
<use xlink:href="#DejaVuSans-2014" transform="translate(1057.767578 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1157.767578 0)"/>
<use xlink:href="#DejaVuSans-66" transform="translate(1189.554688 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1224.759766 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1263.623047 0)"/>
<use xlink:href="#DejaVuSans-7a" transform="translate(1324.804688 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1377.294922 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1438.818359 0)"/>
</g>
<!-- (ViT-B/14, DINOv2 on CXR) -->
<g transform="translate(158.966437 334.769962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-42" d="M 1259 2228
L 1259 519
L 2272 519
Q 2781 519 3026 730
Q 3272 941 3272 1375
Q 3272 1813 3026 2020
Q 2781 2228 2272 2228
L 1259 2228
z
M 1259 4147
L 1259 2741
L 2194 2741
Q 2656 2741 2882 2914
Q 3109 3088 3109 3444
Q 3109 3797 2882 3972
Q 2656 4147 2194 4147
L 1259 4147
z
M 628 4666
L 2241 4666
Q 2963 4666 3353 4366
Q 3744 4066 3744 3513
Q 3744 3084 3544 2831
Q 3344 2578 2956 2516
Q 3422 2416 3680 2098
Q 3938 1781 3938 1306
Q 3938 681 3513 340
Q 3088 0 2303 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-34" d="M 2419 4116
L 825 1625
L 2419 1625
L 2419 4116
z
M 2253 4666
L 3047 4666
L 3047 1625
L 3713 1625
L 3713 1100
L 3047 1100
L 3047 0
L 2419 0
L 2419 1100
L 313 1100
L 313 1709
L 2253 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-32" d="M 1228 531
L 3431 531
L 3431 0
L 469 0
L 469 531
Q 828 903 1448 1529
Q 2069 2156 2228 2338
Q 2531 2678 2651 2914
Q 2772 3150 2772 3378
Q 2772 3750 2511 3984
Q 2250 4219 1831 4219
Q 1534 4219 1204 4116
Q 875 4013 500 3803
L 500 4441
Q 881 4594 1212 4672
Q 1544 4750 1819 4750
Q 2544 4750 2975 4387
Q 3406 4025 3406 3419
Q 3406 3131 3298 2873
Q 3191 2616 2906 2266
Q 2828 2175 2409 1742
Q 1991 1309 1228 531
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-56" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(105.171875 0)"/>
<use xlink:href="#DejaVuSans-54" transform="translate(132.955078 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(184.914062 0)"/>
<use xlink:href="#DejaVuSans-42" transform="translate(217.373047 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(285.976562 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(319.667969 0)"/>
<use xlink:href="#DejaVuSans-34" transform="translate(383.291016 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(446.914062 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(478.701172 0)"/>
<use xlink:href="#DejaVuSans-44" transform="translate(510.488281 0)"/>
<use xlink:href="#DejaVuSans-49" transform="translate(587.490234 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(616.982422 0)"/>
<use xlink:href="#DejaVuSans-4f" transform="translate(691.787109 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(770.498047 0)"/>
<use xlink:href="#DejaVuSans-32" transform="translate(829.677734 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(893.300781 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(925.087891 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(986.269531 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1049.648438 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(1081.435547 0)"/>
<use xlink:href="#DejaVuSans-58" transform="translate(1151.259766 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(1219.765625 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1289.248047 0)"/>
</g>
</g>
<g id="text_12">
<!-- MLP Projection head (32 visual tokens) -->
<g transform="translate(137.168437 397.26675) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-4c" d="M 628 4666
L 1259 4666
L 1259 531
L 3531 531
L 3531 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-50" d="M 1259 4147
L 1259 2394
L 2053 2394
Q 2494 2394 2734 2622
Q 2975 2850 2975 3272
Q 2975 3691 2734 3919
Q 2494 4147 2053 4147
L 1259 4147
z
M 628 4666
L 2053 4666
Q 2838 4666 3239 4311
Q 3641 3956 3641 3272
Q 3641 2581 3239 2228
Q 2838 1875 2053 1875
L 1259 1875
L 1259 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-68" d="M 3513 2113
L 3513 0
L 2938 0
L 2938 2094
Q 2938 2591 2744 2837
Q 2550 3084 2163 3084
Q 1697 3084 1428 2787
Q 1159 2491 1159 1978
L 1159 0
L 581 0
L 581 4863
L 1159 4863
L 1159 2956
Q 1366 3272 1645 3428
Q 1925 3584 2291 3584
Q 2894 3584 3203 3211
Q 3513 2838 3513 2113
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-33" d="M 2597 2516
Q 3050 2419 3304 2112
Q 3559 1806 3559 1356
Q 3559 666 3084 287
Q 2609 -91 1734 -91
Q 1441 -91 1130 -33
Q 819 25 488 141
L 488 750
Q 750 597 1062 519
Q 1375 441 1716 441
Q 2309 441 2620 675
Q 2931 909 2931 1356
Q 2931 1769 2642 2001
Q 2353 2234 1838 2234
L 1294 2234
L 1294 2753
L 1863 2753
Q 2328 2753 2575 2939
Q 2822 3125 2822 3475
Q 2822 3834 2567 4026
Q 2313 4219 1838 4219
Q 1578 4219 1281 4162
Q 984 4106 628 3988
L 628 4550
Q 988 4650 1302 4700
Q 1616 4750 1894 4750
Q 2613 4750 3031 4423
Q 3450 4097 3450 3541
Q 3450 3153 3228 2886
Q 3006 2619 2597 2516
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-75" d="M 544 1381
L 544 3500
L 1119 3500
L 1119 1403
Q 1119 906 1312 657
Q 1506 409 1894 409
Q 2359 409 2629 706
Q 2900 1003 2900 1516
L 2900 3500
L 3475 3500
L 3475 0
L 2900 0
L 2900 538
Q 2691 219 2414 64
Q 2138 -91 1772 -91
Q 1169 -91 856 284
Q 544 659 544 1381
z
M 1991 3584
L 1991 3584
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-4d"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(86.279297 0)"/>
<use xlink:href="#DejaVuSans-50" transform="translate(141.992188 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(202.294922 0)"/>
<use xlink:href="#DejaVuSans-50" transform="translate(234.082031 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(292.634766 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(331.498047 0)"/>
<use xlink:href="#DejaVuSans-6a" transform="translate(392.679688 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(420.462891 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(481.986328 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(536.966797 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(576.175781 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(603.958984 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(665.140625 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(728.519531 0)"/>
<use xlink:href="#DejaVuSans-68" transform="translate(760.306641 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(823.685547 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(885.208984 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(946.488281 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1009.964844 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(1041.751953 0)"/>
<use xlink:href="#DejaVuSans-33" transform="translate(1080.765625 0)"/>
<use xlink:href="#DejaVuSans-32" transform="translate(1144.388672 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1208.011719 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(1239.798828 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1298.978516 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1326.761719 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(1378.861328 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1442.240234 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1503.519531 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1531.302734 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1563.089844 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1602.298828 0)"/>
<use xlink:href="#DejaVuSans-6b" transform="translate(1663.480469 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1717.765625 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1779.289062 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1842.667969 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1894.767578 0)"/>
</g>
</g>
<g id="text_13">
<!-- Stage 0 — CheXpert classifier head -->
<g transform="translate(143.013937 465.307537) scale(0.072 -0.072)">
<use xlink:href="#DejaVuSans-53"/>
<use xlink:href="#DejaVuSans-74" transform="translate(63.476562 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(102.685547 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(163.964844 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(227.441406 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(288.964844 0)"/>
<use xlink:href="#DejaVuSans-30" transform="translate(320.751953 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(384.375 0)"/>
<use xlink:href="#DejaVuSans-2014" transform="translate(416.162109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(516.162109 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(547.949219 0)"/>
<use xlink:href="#DejaVuSans-68" transform="translate(617.773438 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(681.152344 0)"/>
<use xlink:href="#DejaVuSans-58" transform="translate(742.675781 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(811.181641 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(874.658203 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(936.181641 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(977.294922 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1016.503906 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1048.291016 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1103.271484 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1131.054688 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1192.333984 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1244.433594 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1296.533203 0)"/>
<use xlink:href="#DejaVuSans-66" transform="translate(1324.316406 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1359.521484 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1387.304688 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1448.828125 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1489.941406 0)"/>
<use xlink:href="#DejaVuSans-68" transform="translate(1521.728516 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1585.107422 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1646.630859 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(1707.910156 0)"/>
</g>
<!-- (BCE, U-MultiClass) -->
<g transform="translate(172.287562 473.369962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-45" d="M 628 4666
L 3578 4666
L 3578 4134
L 1259 4134
L 1259 2753
L 3481 2753
L 3481 2222
L 1259 2222
L 1259 531
L 3634 531
L 3634 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
<path id="DejaVuSans-55" d="M 556 4666
L 1191 4666
L 1191 1831
Q 1191 1081 1462 751
Q 1734 422 2344 422
Q 2950 422 3222 751
Q 3494 1081 3494 1831
L 3494 4666
L 4128 4666
L 4128 1753
Q 4128 841 3676 375
Q 3225 -91 2344 -91
Q 1459 -91 1007 375
Q 556 841 556 1753
L 556 4666
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-42" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(105.867188 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(175.691406 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(238.875 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(270.662109 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(302.449219 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(375.642578 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(411.726562 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(498.005859 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(561.384766 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(589.167969 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(628.376953 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(656.160156 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(725.984375 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(753.767578 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(815.046875 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(867.146484 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(919.246094 0)"/>
</g>
</g>
<g id="text_14">
<!-- Stage 1 — Contrastive alignment -->
<g transform="translate(146.997562 537.379537) scale(0.072 -0.072)">
<use xlink:href="#DejaVuSans-53"/>
<use xlink:href="#DejaVuSans-74" transform="translate(63.476562 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(102.685547 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(163.964844 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(227.441406 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(288.964844 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(320.751953 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(384.375 0)"/>
<use xlink:href="#DejaVuSans-2014" transform="translate(416.162109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(516.162109 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(547.949219 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(617.773438 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(678.955078 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(742.333984 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(781.542969 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(822.65625 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(883.935547 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(936.035156 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(975.244141 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(1003.027344 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1062.207031 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1123.730469 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1155.517578 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1216.796875 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1244.580078 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(1272.363281 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1335.839844 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(1399.21875 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1496.630859 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1558.154297 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1621.533203 0)"/>
</g>
<!-- (ITC / InfoNCE · LLM not loaded) -->
<g transform="translate(149.686312 545.441962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-b7" d="M 684 2619
L 1344 2619
L 1344 1825
L 684 1825
L 684 2619
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-49" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-54" transform="translate(68.505859 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(123.714844 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(193.539062 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(225.326172 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(259.017578 0)"/>
<use xlink:href="#DejaVuSans-49" transform="translate(290.804688 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(320.296875 0)"/>
<use xlink:href="#DejaVuSans-66" transform="translate(383.675781 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(418.880859 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(480.0625 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(554.867188 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(624.691406 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(687.875 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(719.662109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(751.449219 0)"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(783.236328 0)"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(838.949219 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(894.662109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(980.941406 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1012.728516 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1076.107422 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1137.289062 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1176.498047 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1208.285156 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1236.068359 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1297.25 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(1358.529297 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1422.005859 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(1483.529297 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1547.005859 0)"/>
</g>
</g>
<g id="text_15">
<!-- Stage 2 — QLoRA instruction tuning -->
<g transform="translate(142.223625 603.907537) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-51" d="M 2522 4238
Q 1834 4238 1429 3725
Q 1025 3213 1025 2328
Q 1025 1447 1429 934
Q 1834 422 2522 422
Q 3209 422 3611 934
Q 4013 1447 4013 2328
Q 4013 3213 3611 3725
Q 3209 4238 2522 4238
z
M 3406 84
L 4238 -825
L 3475 -825
L 2784 -78
Q 2681 -84 2626 -87
Q 2572 -91 2522 -91
Q 1538 -91 948 567
Q 359 1225 359 2328
Q 359 3434 948 4092
Q 1538 4750 2522 4750
Q 3503 4750 4090 4092
Q 4678 3434 4678 2328
Q 4678 1516 4351 937
Q 4025 359 3406 84
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-53"/>
<use xlink:href="#DejaVuSans-74" transform="translate(63.476562 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(102.685547 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(163.964844 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(227.441406 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(288.964844 0)"/>
<use xlink:href="#DejaVuSans-32" transform="translate(320.751953 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(384.375 0)"/>
<use xlink:href="#DejaVuSans-2014" transform="translate(416.162109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(516.162109 0)"/>
<use xlink:href="#DejaVuSans-51" transform="translate(547.949219 0)"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(626.660156 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(680.623047 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(741.804688 0)"/>
<use xlink:href="#DejaVuSans-41" transform="translate(807.287109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(875.695312 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(907.482422 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(935.265625 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(998.644531 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1050.744141 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1089.953125 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(1131.066406 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1194.445312 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1249.425781 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1288.634766 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1316.417969 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1377.599609 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1440.978516 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1472.765625 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(1511.974609 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1575.353516 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1638.732422 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1666.515625 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(1729.894531 0)"/>
</g>
<!-- (causal LM loss · q,k,v,o · 4-bit) -->
<g transform="translate(150.785437 611.969962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-71" d="M 947 1747
Q 947 1113 1208 752
Q 1469 391 1925 391
Q 2381 391 2643 752
Q 2906 1113 2906 1747
Q 2906 2381 2643 2742
Q 2381 3103 1925 3103
Q 1469 3103 1208 2742
Q 947 2381 947 1747
z
M 2906 525
Q 2725 213 2448 61
Q 2172 -91 1784 -91
Q 1150 -91 751 415
Q 353 922 353 1747
Q 353 2572 751 3078
Q 1150 3584 1784 3584
Q 2172 3584 2448 3432
Q 2725 3281 2906 2969
L 2906 3500
L 3481 3500
L 3481 -1331
L 2906 -1331
L 2906 525
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-63" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(93.994141 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(155.273438 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(218.652344 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(270.751953 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(332.03125 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(359.814453 0)"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(391.601562 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(447.314453 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(533.59375 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(565.380859 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(593.164062 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(654.345703 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(706.445312 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(758.544922 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(790.332031 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(822.119141 0)"/>
<use xlink:href="#DejaVuSans-71" transform="translate(853.90625 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(917.382812 0)"/>
<use xlink:href="#DejaVuSans-6b" transform="translate(949.169922 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(1007.080078 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(1038.867188 0)"/>
<use xlink:href="#DejaVuSans-2c" transform="translate(1098.046875 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1129.833984 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1191.015625 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(1222.802734 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1254.589844 0)"/>
<use xlink:href="#DejaVuSans-34" transform="translate(1286.376953 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(1350 0)"/>
<use xlink:href="#DejaVuSans-62" transform="translate(1386.083984 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1449.560547 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1477.34375 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1516.552734 0)"/>
</g>
</g>
<g id="text_16">
<!-- Best Checkpoint (lowest val loss) -->
<g transform="translate(147.231562 668.92275) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-77" d="M 269 3500
L 844 3500
L 1563 769
L 2278 3500
L 2956 3500
L 3675 769
L 4391 3500
L 4966 3500
L 4050 0
L 3372 0
L 2619 2869
L 1863 0
L 1184 0
L 269 3500
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-42"/>
<use xlink:href="#DejaVuSans-65" transform="translate(68.603516 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(130.126953 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(182.226562 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(221.435547 0)"/>
<use xlink:href="#DejaVuSans-43" transform="translate(253.222656 0)"/>
<use xlink:href="#DejaVuSans-68" transform="translate(323.046875 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(386.425781 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(447.949219 0)"/>
<use xlink:href="#DejaVuSans-6b" transform="translate(502.929688 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(560.839844 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(624.316406 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(685.498047 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(713.28125 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(776.660156 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(815.869141 0)"/>
<use xlink:href="#DejaVuSans-28" transform="translate(847.65625 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(886.669922 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(914.453125 0)"/>
<use xlink:href="#DejaVuSans-77" transform="translate(975.634766 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1057.421875 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1118.945312 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1171.044922 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1210.253906 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(1242.041016 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1301.220703 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1362.5 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1390.283203 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(1422.070312 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1449.853516 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1511.035156 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(1563.134766 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1615.234375 0)"/>
</g>
</g>
<g id="text_17">
<!-- CheXpert head → PNU -->
<g transform="translate(521.795812 348.883537) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-2192" d="M 5050 2147
L 5050 1866
L 3822 638
L 3447 1013
L 4175 1741
L 366 1741
L 366 2272
L 4175 2272
L 3447 3000
L 3822 3375
L 5050 2147
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-43"/>
<use xlink:href="#DejaVuSans-68" transform="translate(69.824219 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(133.203125 0)"/>
<use xlink:href="#DejaVuSans-58" transform="translate(194.726562 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(263.232422 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(326.708984 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(388.232422 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(429.345703 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(468.554688 0)"/>
<use xlink:href="#DejaVuSans-68" transform="translate(500.341797 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(563.720703 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(625.244141 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(686.523438 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(750 0)"/>
<use xlink:href="#DejaVuSans-2192" transform="translate(781.787109 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(865.576172 0)"/>
<use xlink:href="#DejaVuSans-50" transform="translate(897.363281 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(957.666016 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(1032.470703 0)"/>
</g>
<!-- (Positive / Negative / Uncertain) -->
<g transform="translate(504.266062 356.945962) scale(0.072 -0.072)">
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-50" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(95.691406 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(156.873047 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(208.972656 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(236.755859 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(275.964844 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(303.748047 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(362.927734 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(424.451172 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(456.238281 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(489.929688 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(521.716797 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(596.521484 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(658.044922 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(721.521484 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(782.800781 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(822.009766 0)"/>
<use xlink:href="#DejaVuSans-76" transform="translate(849.792969 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(908.972656 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(970.496094 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(1002.283203 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1035.974609 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(1067.761719 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1140.955078 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1204.333984 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1259.314453 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1320.837891 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1361.951172 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(1401.160156 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1462.439453 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1490.222656 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1553.601562 0)"/>
</g>
</g>
<g id="text_18">
<!-- Prompt assembly -->
<g transform="translate(530.448187 420.955537) scale(0.072 -0.072)">
<use xlink:href="#DejaVuSans-50"/>
<use xlink:href="#DejaVuSans-72" transform="translate(58.552734 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(97.416016 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(158.597656 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(256.009766 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(319.486328 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(358.695312 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(390.482422 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(451.761719 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(503.861328 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(555.960938 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(617.484375 0)"/>
<use xlink:href="#DejaVuSans-62" transform="translate(714.896484 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(778.373047 0)"/>
<use xlink:href="#DejaVuSans-79" transform="translate(806.15625 0)"/>
</g>
<!-- (image + PNU + instruction) -->
<g transform="translate(510.264 429.017962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-2b" d="M 2944 4013
L 2944 2272
L 4684 2272
L 4684 1741
L 2944 1741
L 2944 0
L 2419 0
L 2419 1741
L 678 1741
L 678 2272
L 2419 2272
L 2419 4013
L 2944 4013
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-28"/>
<use xlink:href="#DejaVuSans-69" transform="translate(39.013672 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(66.796875 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(164.208984 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(225.488281 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(288.964844 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(350.488281 0)"/>
<use xlink:href="#DejaVuSans-2b" transform="translate(382.275391 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(466.064453 0)"/>
<use xlink:href="#DejaVuSans-50" transform="translate(497.851562 0)"/>
<use xlink:href="#DejaVuSans-4e" transform="translate(558.154297 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(632.958984 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(706.152344 0)"/>
<use xlink:href="#DejaVuSans-2b" transform="translate(737.939453 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(821.728516 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(853.515625 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(881.298828 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(944.677734 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(996.777344 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1035.986328 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(1077.099609 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1140.478516 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1195.458984 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(1234.667969 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1262.451172 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1323.632812 0)"/>
<use xlink:href="#DejaVuSans-29" transform="translate(1387.011719 0)"/>
</g>
</g>
<g id="text_19">
<!-- Greedy decoding -->
<g transform="translate(530.885812 491.51475) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-47" d="M 3809 666
L 3809 1919
L 2778 1919
L 2778 2438
L 4434 2438
L 4434 434
Q 4069 175 3628 42
Q 3188 -91 2688 -91
Q 1594 -91 976 548
Q 359 1188 359 2328
Q 359 3472 976 4111
Q 1594 4750 2688 4750
Q 3144 4750 3555 4637
Q 3966 4525 4313 4306
L 4313 3634
Q 3963 3931 3569 4081
Q 3175 4231 2741 4231
Q 1884 4231 1454 3753
Q 1025 3275 1025 2328
Q 1025 1384 1454 906
Q 1884 428 2741 428
Q 3075 428 3337 486
Q 3600 544 3809 666
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-47"/>
<use xlink:href="#DejaVuSans-72" transform="translate(77.490234 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(116.353516 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(177.876953 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(239.400391 0)"/>
<use xlink:href="#DejaVuSans-79" transform="translate(302.876953 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(362.056641 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(393.84375 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(457.320312 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(518.84375 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(573.824219 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(635.005859 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(698.482422 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(726.265625 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(789.644531 0)"/>
</g>
</g>
<g id="text_20">
<!-- Output: -->
<g transform="translate(547.882312 554.011537) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-3a" d="M 750 794
L 1409 794
L 1409 0
L 750 0
L 750 794
z
M 750 3309
L 1409 3309
L 1409 2516
L 750 2516
L 750 3309
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-4f"/>
<use xlink:href="#DejaVuSans-75" transform="translate(78.710938 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(142.089844 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(181.298828 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(244.775391 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(308.154297 0)"/>
<use xlink:href="#DejaVuSans-3a" transform="translate(347.363281 0)"/>
</g>
<!-- Findings / Impression / VQA -->
<g transform="translate(512.316562 562.073962) scale(0.072 -0.072)">
<defs>
<path id="DejaVuSans-46" d="M 628 4666
L 3309 4666
L 3309 4134
L 1259 4134
L 1259 2759
L 3109 2759
L 3109 2228
L 1259 2228
L 1259 0
L 628 0
L 628 4666
z
" transform="scale(0.015625)"/>
</defs>
<use xlink:href="#DejaVuSans-46"/>
<use xlink:href="#DejaVuSans-69" transform="translate(50.269531 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(78.052734 0)"/>
<use xlink:href="#DejaVuSans-64" transform="translate(141.431641 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(204.908203 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(232.691406 0)"/>
<use xlink:href="#DejaVuSans-67" transform="translate(296.070312 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(359.546875 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(411.646484 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(443.433594 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(477.125 0)"/>
<use xlink:href="#DejaVuSans-49" transform="translate(508.912109 0)"/>
<use xlink:href="#DejaVuSans-6d" transform="translate(538.404297 0)"/>
<use xlink:href="#DejaVuSans-70" transform="translate(635.816406 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(699.292969 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(738.15625 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(799.679688 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(851.779297 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(903.878906 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(931.662109 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(992.84375 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1056.222656 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(1088.009766 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1121.701172 0)"/>
<use xlink:href="#DejaVuSans-56" transform="translate(1153.488281 0)"/>
<use xlink:href="#DejaVuSans-51" transform="translate(1221.896484 0)"/>
<use xlink:href="#DejaVuSans-41" transform="translate(1300.607422 0)"/>
</g>
</g>
<g id="text_21">
<!-- Evaluation Metrics -->
<g transform="translate(532.083 783.5034) scale(0.064 -0.064)">
<use xlink:href="#DejaVuSans-45"/>
<use xlink:href="#DejaVuSans-76" transform="translate(63.183594 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(122.363281 0)"/>
<use xlink:href="#DejaVuSans-6c" transform="translate(183.642578 0)"/>
<use xlink:href="#DejaVuSans-75" transform="translate(211.425781 0)"/>
<use xlink:href="#DejaVuSans-61" transform="translate(274.804688 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(336.083984 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(375.292969 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(403.076172 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(464.257812 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(527.636719 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(559.423828 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(645.703125 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(707.226562 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(746.435547 0)"/>
<use xlink:href="#DejaVuSans-69" transform="translate(787.548828 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(815.332031 0)"/>
<use xlink:href="#DejaVuSans-73" transform="translate(870.3125 0)"/>
</g>
<!-- BLEU · ROUGE · METEOR · BERTScore -->
<g transform="translate(501.8915 790.67) scale(0.064 -0.064)">
<use xlink:href="#DejaVuSans-42"/>
<use xlink:href="#DejaVuSans-4c" transform="translate(68.603516 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(124.316406 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(187.5 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(260.693359 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(292.480469 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(324.267578 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(356.054688 0)"/>
<use xlink:href="#DejaVuSans-4f" transform="translate(425.537109 0)"/>
<use xlink:href="#DejaVuSans-55" transform="translate(504.248047 0)"/>
<use xlink:href="#DejaVuSans-47" transform="translate(577.441406 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(654.931641 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(718.115234 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(749.902344 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(781.689453 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(813.476562 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(899.755859 0)"/>
<use xlink:href="#DejaVuSans-54" transform="translate(962.939453 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(1024.023438 0)"/>
<use xlink:href="#DejaVuSans-4f" transform="translate(1087.207031 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(1165.917969 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1235.400391 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(1267.1875 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1298.974609 0)"/>
<use xlink:href="#DejaVuSans-42" transform="translate(1330.761719 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(1399.365234 0)"/>
<use xlink:href="#DejaVuSans-52" transform="translate(1462.548828 0)"/>
<use xlink:href="#DejaVuSans-54" transform="translate(1524.78125 0)"/>
<use xlink:href="#DejaVuSans-53" transform="translate(1585.865234 0)"/>
<use xlink:href="#DejaVuSans-63" transform="translate(1649.341797 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1704.322266 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(1765.503906 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1804.367188 0)"/>
</g>
<!-- CheXbert F1 · VQA EM / token-F1 -->
<g transform="translate(508.875 797.8366) scale(0.064 -0.064)">
<use xlink:href="#DejaVuSans-43"/>
<use xlink:href="#DejaVuSans-68" transform="translate(69.824219 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(133.203125 0)"/>
<use xlink:href="#DejaVuSans-58" transform="translate(194.726562 0)"/>
<use xlink:href="#DejaVuSans-62" transform="translate(263.232422 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(326.708984 0)"/>
<use xlink:href="#DejaVuSans-72" transform="translate(388.232422 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(429.345703 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(468.554688 0)"/>
<use xlink:href="#DejaVuSans-46" transform="translate(500.341797 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(557.861328 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(621.484375 0)"/>
<use xlink:href="#DejaVuSans-b7" transform="translate(653.271484 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(685.058594 0)"/>
<use xlink:href="#DejaVuSans-56" transform="translate(716.845703 0)"/>
<use xlink:href="#DejaVuSans-51" transform="translate(785.253906 0)"/>
<use xlink:href="#DejaVuSans-41" transform="translate(863.964844 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(932.373047 0)"/>
<use xlink:href="#DejaVuSans-45" transform="translate(964.160156 0)"/>
<use xlink:href="#DejaVuSans-4d" transform="translate(1027.34375 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1113.623047 0)"/>
<use xlink:href="#DejaVuSans-2f" transform="translate(1145.410156 0)"/>
<use xlink:href="#DejaVuSans-20" transform="translate(1179.101562 0)"/>
<use xlink:href="#DejaVuSans-74" transform="translate(1210.888672 0)"/>
<use xlink:href="#DejaVuSans-6f" transform="translate(1250.097656 0)"/>
<use xlink:href="#DejaVuSans-6b" transform="translate(1311.279297 0)"/>
<use xlink:href="#DejaVuSans-65" transform="translate(1365.564453 0)"/>
<use xlink:href="#DejaVuSans-6e" transform="translate(1427.087891 0)"/>
<use xlink:href="#DejaVuSans-2d" transform="translate(1490.466797 0)"/>
<use xlink:href="#DejaVuSans-46" transform="translate(1526.550781 0)"/>
<use xlink:href="#DejaVuSans-31" transform="translate(1584.070312 0)"/>
</g>
</g>
</g>
</g>
<defs>
<clipPath id="pfda23dbcfc">
<rect x="7.2" y="7.2" width="753.984" height="975.744"/>
</clipPath>
</defs>
</svg>