Skip to content
Snippets Groups Projects
Mircrostructure Truss.ipynb 1.91 MiB
Newer Older
7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:18 Obj:3.708486437146127 Vol:0.4000642723444297 ch:0.10705152861989964 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip6600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip6600)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip6601\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip6600)\" d=\"\n",
       "M86.9921 1521.01 L2352.76 1521.01 L2352.76 47.2441 L86.9921 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip6602\">\n",
       "    <rect x=\"86\" y=\"47\" width=\"2267\" height=\"1475\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip6600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 2352.76,1521.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip6600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 86.9921,47.2441 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip6602)\">\n",
       "<image width=\"2266\" height=\"755\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAACNoAAALzCAYAAADN4vhJAAAgAElEQVR4nOzbS49cZ9m24VW9qd6k\n",
       "HTvubid2DEIgWSFBiE1mSPwH/i4jBkiICRIC2SQCSyQkdGwncdvtdru37+Abrvt7dXkQ7se8x/EL\n",
       "LlWtXvWsqrMX165du5oAAAAAAOC/0P7+fveE0ocfftg9ofSLX/yie0Lp5z//efeEmXv37nVPKO3t\n",
       "7XVPKG1sbHRPKK2srHRPAADeME4PAAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQWOseAAAAAAD8Z62sjPf/d2trY35V\n",
       "adfrWV9f754wM+KmaZqmx48fd08oPXjwoHtCacRrfsRN0zRNq6ur3RNKu7u73RNKy+Wye0JpsVh0\n",
       "TwAA/j/Ge6IGAAAAAAAAAIABCW0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAA\n",
       "AAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAA\n",
       "AAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAA\n",
       "AAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAA\n",
       "AAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAA\n",
       "AAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAA\n",
       "ACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAIrHUPAOC7tbu72z2h9Mtf/rJ7QulHP/pR94SZd999t3tC\n",
       "aWdnp3tCaWtrq3tCablcdk8ora2NdxxcWdGCv46rq6vuCaWLi4vuCTMjbpqmaTo/P++eUBp119nZ\n",
       "WfeEmRE3TdM0nZ6edk8ojfp6jbjr1atX3RNKJycn3RNKL1++7J5QOj4+7p5QGnHXqO/hqH+Lo+4a\n",
       "8fPHa/V6Pv/88+4JpRHPp6M+Y4xq1Of9mzdvdk8ora+vd0+YWSwW3RMAYAhjnmoAAAAAAAAAAGAw\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACa90DAP5b7O3tdU8offTRR90TSvfu3eueUBpx1507d7onlG7cuNE9obS9vd09obRcLrsn\n",
       "lFZXV7snzKysaMFfx9XVVfeE0uXlZfeEmRE3TdM0XVxcdE8ojbrr/Py8e8LMiJumaZrOzs66J5RO\n",
       "T0+7J5ROTk66J8y8fPmye0Lp6Oioe0Lp+fPn3RNKz549655QOjw87J4wM+p7eHx83D2hNOr99NWr\n",
       "V90TZka8x0/TuPfTUa/5L7/8snvCzKjnwFHP8qM+v37wwQfdE0o3b97snjCzvr7ePaG0WCy6JwDw\n",
       "f4xfMQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAA\n",
       "ICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACA\n",
       "gNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAisdQ9409y9e7d7Quk3v/lN94TShx9+2D1h5tWrV90TSgcHB90TSn//+9+7J5Q+++yz\n",
       "7gkzp6en3RNKW1tb3RNKy+Wye0JpxNfr2rVr3RNK169f755Q2t7e7p5QGvWaX1kZr7secROv7+rq\n",
       "qnvCzIibpmncXZeXl90TShcXF90TZkbcNE3TdHZ21j2hNOq5+eTkpHvCzIsXL7onlDY2NronlFZX\n",
       "V7snlEa9z5+fn3dPmBn1s8e19eYb9doa8bNnmqbp8PCwe0Lpm2++6Z4w8/jx4+4JpT/+8Y/dE0rH\n",
       "x8fdE0qjnk8/+uij7gkze3t73RNKo37vtlgsuicA8B3xKwYAAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAATWPvvss+4N\n",
       "b5TFYtE9oXR1ddU9oXR5edk9Yebk5KR7QunRo0fdE0r379/vnlD6wx/+0D1h5pNPPumeUDo8POye\n",
       "UPr666+7J5SOjo66J8xcXFx0TyitrIzZ666trXVPKI26a3V1tXvCzKjnLfiujHqWH3XXiM8Yo35W\n",
       "j3iPn6ZxzxAjXlunp6fdE0qjvoej3rdGvUeMumtEy+Wye0JpY2Oje0Lprbfe6p4ws7W11T3hjXJ8\n",
       "fNw9oTTi96f//Oc/uyeU/vWvf3VPKP3ud7/rnlA6ODjonlAa8fvTjz/+uHtC6f333++eUNrc3Oye\n",
       "UBr1PA/wJnEnBQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAA\n",
       "AAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAA\n",
       "AAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAA\n",
       "AACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAA\n",
       "AAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAA\n",
       "AAgIbQAAAAAAAAAAICC0AQAAAAAAAACAwNrq6mr3Bv6LjXh9rayM2Zft7e11Tyh973vf655Q+vzz\n",
       "z7snzDx8+LB7QumLL77onlBaLBbdE0pvv/1294SZETdN0zRtbm52Tyitra11TyiN+vkz4t+i1+r1\n",
       "jLoLviuu+dzl5WX3hNLp6Wn3hNKLFy+6J8x888033RNKjx496p5QOjg46J5Qevz4cfeE0vPnz7sn\n",
       "zIx639rZ2emeUHrnnXe6J5Tefffd7gkzu7u73RNK29vb3RNKV1dX3RNKR0dH3RNm/v3vf3dPKH36\n",
       "6afdE0r379/vnlB68OBB94TS06dPuyfMPHnypHtC6Ve/+lX3hNIPf/jD7gmla9eudU+YGfH3RID/\n",
       "zZi/YgAAAAAAAAAAwGCENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAA\n",
       "AASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAA\n",
       "EBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABA\n",
       "QGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAAB\n",
       "oQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASE\n",
       "NgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAATWugfAf9rKyph92fb2dveE0u3bt7snlD744IPuCTMHBwfdE0rP\n",
       "nj3rnlB69OhR94TSX//61+4JM4vFontC6ezsrHtC6Qc/+EH3hNLe3l73hNLOzk73hJnlctk9obS6\n",
       "uto9oTTqPWLUXSO6urrqnlAaddfl5WX3hJlRPxNPTk66J5ScT3NffPFF94TSqLtGfSY7PDzsnlC6\n",
       "uLjonjAz4tl0mqZpc3Oze0LpnXfe6Z5QunXrVveEmf39/e4JpVGv+bW1MX82OD8/754w8/7773dP\n",
       "KN29e7d7QunOnTvdE0p/+tOfuieUHj582D1h5re//W33hNK3337bPaH061//untC6cc//nH3hJmb\n",
       "N292Tyitr693TwAGNWZxAAAAAAAAAAAAgxHaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAA\n",
       "AASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAA\n",
       "EBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABA\n",
       "QGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAAB\n",
       "oQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASE\n",
       "NgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAATWugfAf9piseieUFpbG/PP8caNG90TSvfu3eueMHN+ft49obS5\n",
       "udk9ofTgwYPuCaWjo6PuCTOffvpp94TSxcVF94TS6elp94TSqLv29/e7J8zs7Ox0TyhtbGx0TyiN\n",
       "eoZYWRmv6R/1HHh1ddU9oXR5edk9oTTimevs7Kx7Qun4+Lh7Qunw8LB7QunJkyfdE2a++uqr7gml\n",
       "R48edU8oPX/+vHtCadTPnxGf90c8m07TNN29e7d7Qun27dvdE0q7u7vdE2auX7/ePaG0vb3dPaE0\n",
       "6jPGiEZ9frXr9Yy6a8R7xP3797snlH7/+993TyiN+F3zNI35rPjTn/60e0Jp1PPpcrnsnlAa9dkH\n",
       "vgvjffsNAAAAAAAAAAADEtoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAA\n",
       "AAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "ENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBA\n",
       "aAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQWOseAPw/i8Wie0JpuVx2Tyjt7+93T5j5yU9+0j2htL293T2h\n",
       "dP369e4Jpfv373dPmPn666+7J5T+8Y9/dE8onZ+fd08ovXr1qntC6eTkpHvCzIj3+Gmaprfffrt7\n",
       "Qmlzc7N7Qml9fb17wszKiv8zeB2Xl5fdE0qnp6fdE2ZGvJdO0zS9ePGie0Lp6dOn3RNK3377bfeE\n",
       "mefPn3dPKF1cXHRPKO3s7HRPKF27dq17QunWrVvdE2bee++97gmlEV+raZqmmzdvdk8ojfi8v7W1\n",
       "1T2hNOKZeZqmaXV1tXtCacTvT0d9rUZ99rHr9Yx4zY+4aZqm6W9/+1v3hNKf//zn7gmlEc/zIz7r\n",
       "T9M0/exnP+ueUBr13LyxsdE9YWbU+xZvvjFPDwAAAAAAAAAAMBihDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAA\n",
       "AAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "ENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBA\n",
       "aAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAIG17gHA2BaLRfeE0nK5\n",
       "7J4ws7u72z2hNOp7eHV11T2hdHFx0T1h5i9/+Uv3hNKTJ0+6J5SOj4+7J5SePXvWPaH09OnT7gkz\n",
       "3//+97snlN57773uCaUbN250Tyi99dZb3RNm1tfXuyeUVlbG/P+HET8Tp2maXr582T1h5vDwsHtC\n",
       "6auvvuqeUPryyy+7J5QODg66J8yMem2N+oxx/fr17gml27dvd08o3blzp3vCzK1bt7onlJy3Xs/m\n",
       "5mb3hJm1tTG/Bh/1HDjqfX7EXaurq90TSiN+dzpN49639vf3uyeUzs7OuifMnJ+fd08ojXo/ffjw\n",
       "YfeE0ieffNI9Yeb09LR7Quno6Kh7Qunjjz/unlC6e/du94SZra2t7gmlUc8Q5Mb85AEAAAAAAAAA\n",
       "gMEIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAA\n",
       "ICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACA\n",
       "gNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAOB/2re/pSjudY3j\n",
       "DTOABFDEP6WJWZae5TAHOcz934BHiZVKxWgUQYmigMDMuoD51a5nrV273tfsz+cKnprp6enu+Q4A\n",
       "AAAAAAAEhDYAAAAAAAAAABCYVw8A+G+sra1VT1ixsbFRPWHo1q1b1ROG/vWvf1VPGDo/P6+esKLj\n",
       "pmmapsvLy+oJQ2/fvq2eMPT58+fqCUMnJyfVE1YcHR1VTxjqet56+PBh9YSh27dvV09Y8c0331RP\n",
       "GJrNZtUThrqe509PT6snrDg8PKyeMPTixYvqCUNddx0fH1dP+GocHBxUTxjq+N0zTdP04MGD6glD\n",
       "HXd1PbZ2dnaqJwxtbm5WTxiaz/s9cl5f7/l/047Pt/hn6HrMd31+2vU8f//+/eoJK66urqonDHU9\n",
       "5nd3d6snDD1//rx6wopffvmlesJQ12fNXe9ff/755+oJKx4/flw9YWhvb696wlDHa/lp6nme77cI\n",
       "AAAAAAAAAAAaEtoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABObVAwD+KdbXe7aLW1tb1ROGDg4OqicMPX36tHrCisViUT1haGNjo3rC0PPnz6snDB0dHVVP\n",
       "GPrw4UP1hBV//PFH9YSh8/Pz6glDHd/DaZqmu3fvVk9YsbOzUz1haDabVU8Yuri4qJ4w9P79++oJ\n",
       "K/7666/qCUMvX76snjD07t276glDy+WyesKKjufSaZqme/fuVU8Y+u6776onDD18+LB6wtCdO3eq\n",
       "J6zY3d2tnjDU9b666zVE1+cjHa2trVVP4B+q67HV9by1ublZPWFob2+vesKKBw8eVE8Y6vrdc+PG\n",
       "jeoJQx2vbZ49e1Y9Yei3336rnjD08ePH6glDV1dX1RNW/PTTT9UThp48eVI9Yej27dvVE4Y6nk97\n",
       "fvMAAAAAAAAAAEAzQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AVd3DjEAABJgSURBVAAAAAAAAACAgNAGAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC8+oBAPzfWl/v2VRubW1VTxg6ODionrDiyZMn\n",
       "1ROG5vOelxG3bt2qnjD08uXL6glDJycn1RNWLBaL6glDy+WyesLQ6elp9YShtbW16gkrur5WXY+t\n",
       "s7Oz6glDHc9b7969q54wdHFxUT1haGdnp3rCUMfrwMePH1dPGHr69Gn1hKFHjx5VTxi6e/du9YSh\n",
       "jp/FrveJs9msesJQx+stgP9J1/NW12dcm5ub1RNW7O3tVU8Y6npsbWxsVE8Y6rir6+8YXZ9Tvnnz\n",
       "pnrC0LNnz6onrOh6fuj63K3rc4iO99U9z1oAAAAAAAAAANCM0AYAAAAAAAAAAAJCGwAAAAAAAAAA\n",
       "CAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAg\n",
       "ILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA\n",
       "0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJC\n",
       "GwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAht\n",
       "AAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQB\n",
       "AAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYA\n",
       "AAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAIDAvHoAwD/FcrmsnjDUdVdX\n",
       "s9msesKK7e3t6glDt2/frp4wdH5+Xj1hqOtn8caNG9UTVpydnVVPGOr6Hq6trVVPGPry5Uv1hBXX\n",
       "19fVE4YWi0X1hKGLi4vqCUMdX6+u39U7OzvVE4Zu3rxZPWHo4cOH1RNWPHr0qHrCUMfXapr6Xp92\n",
       "/Sxubm5WT1jR8X5smvpeb/H163qP0ZXX6+vX9T3sumt9vd9/5Tc2NqonDHW9J9vf36+eMNTxvrrr\n",
       "M5uu54fff/+9esJQx/PW4eFh9YShra2t6glDJycn1ROG7t+/Xz1hRb+jHQAAAAAAAAAAGhLaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAA\n",
       "AABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAA\n",
       "AAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAA\n",
       "AASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAA\n",
       "EJgvl8vqDcA0TV0/i3blrq+vqycMXV1dVU8Yuri4qJ4w9PHjx+oJK969e1c9Yejw8LB6wtDr16+r\n",
       "Jwy9evWqesLQ0dFR9YQVp6en1ROGup7n5/N59YSh7e3t6gkrNjc3qycMra/3/P9Dx+utaeq5azab\n",
       "VU8Y6vg5nKZpunXrVvWEof39/eoJK/b29qonDG1tbVVPGOr6Weyq4/l0sVhUTxhaW1urnvBV6Xhs\n",
       "ddw0TX13deX1ynU9n3Z9D7ve73fc1fVZc9djvquO181d732+/fbb6glDXZ8lffjwoXrCiuPj4+oJ\n",
       "Q11/Lzg4OKieMNTxWVLPTyEAAAAAAAAAADQjtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAA\n",
       "AAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAA\n",
       "ACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAA\n",
       "AkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAg\n",
       "tAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQ\n",
       "BgAAAAAAAAAAAkIbAAAAAAAAAAAIzN++fVu9YWi5XFZPGLLr69f1tbq+vq6eMHR1dVU9YejLly/V\n",
       "E1acnZ1VTxj69OlT9YShk5OT6glDR0dH1RNWvHr1qnrC0J9//lk9YajrrsPDw+oJQx8+fKiesKLr\n",
       "d+Lm5mb1hKHd3d3qCUMdd+3s7FRPGNra2qqeMDSfz6snDG1vb1dPWNHxeJ+maVpf7/nfmo2NjeoJ\n",
       "Q7PZrHrCV6Prd3XX+9fLy8vqCUMdn490PW/xn+l4bHXcNE3TtFgsqicMdX29Ou7quGma+n5Xd93V\n",
       "9Rqi4+vVcdM09b3e6vqbwfn5efWEr0bXZ0kPHjyonjDU8Xef4+Pj6glDXb97Ov5eME0930d3rwAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAA\n",
       "AABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAA\n",
       "AAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAA\n",
       "AASENgAAAAAAAAAAEJj/+OOP1RsAAID/0vHxcfUE/pfu3btXPWHo4OCgesLQ/v5+9YQVi8WiesLQ\n",
       "1tZW9YShvb296glDnz59qp6w4uPHj9UThtbXe/5v6+rqqnrCUNfP4sbGRvWEFV2Pra6Wy2X1hKGO\n",
       "u66vr6snDHW9hrAr13HTNE3T5eVl9YShL1++VE8Y6rqr47mr6zF/cXFRPWHo8+fP1ROGOl43dzze\n",
       "p6nndc00TdN8Pq+eMHR6elo9YcXa2lr1hK/K69evqycMvXjxonrCCnevAAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAA\n",
       "AAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "mFcPAAAA+P/s7du31ROGuu6azWbVE1Z8//331ROG/v777+oJQ113HR0dVU9YcefOneoJQzdv3qye\n",
       "MLS9vV09YWhra6t6wtB83u+x4Pq6/wT+J5bLZfWEocViUT1hxdXVVfWEoevr6+oJQ3blLi8vqycM\n",
       "nZ+fV08Y6rqr6zmi43m+4zl+mqbp8+fP1ROGPn36VD3hq9H1mnl/f796wlDX8+mbN2+qJ6zoet66\n",
       "uLionjD04sWL6glfDXevAAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "ENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBA\n",
       "aAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2\n",
       "AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQWNvb21tWjwAAAACoNJ/PqyesWC57PrJZW1ur\n",
       "njDU9fXqquP72HHTNE3T+nrP/yp2fb06WiwW1ROGuu4i1/VzeHV1VT1hqOt39Ww2q54wtLu7Wz1h\n",
       "xc7OTvWEocvLy+oJQ+/fv6+eMNT1HNHRDz/8UD1hqOtn8ddff62esKLra9X1/HB2dlY94avR8y4R\n",
       "AAAAAAAAAACaEdoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABP4Ny1LhKakL8tsAAAAASUVORK5CYII=\n",
       "\" transform=\"translate(87, 406)\"/>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:19 Obj:3.4963033559234264 Vol:0.3998239529652368 ch:0.12566775667147578 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip7100\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip7100)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip7101\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip7100)\" d=\"\n",
       "M86.9921 1521.01 L2352.76 1521.01 L2352.76 47.2441 L86.9921 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip7102\">\n",
       "    <rect x=\"86\" y=\"47\" width=\"2267\" height=\"1475\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip7100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 2352.76,1521.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip7100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 86.9921,47.2441 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip7102)\">\n",
       "<image width=\"2266\" height=\"755\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAACNoAAALzCAYAAADN4vhJAAAgAElEQVR4nOzcW29dZ7mG4THtaTt2\n",
       "msQuTU23KEFtpSgIEBsJcYKE+Bv8Rw7hECQkDlAQhYoDGgVXrVPAaaLExnuvg3U43iU9FYv1fum6\n",
       "rl/waG7G/OaYt724cePG1QQAAAAAAF9BW1tb3RNK3/nOd7onlH74wx92Tyj94Ac/6J4w8/7773dP\n",
       "KH3ta1/rnlBaX1/vnlBaLBbdEwCAl8xK9wAAAAAAAAAAAHgZCG0AAAAAAAAAACAgtAEAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAA\n",
       "AkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAg\n",
       "tAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQ\n",
       "BgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIb\n",
       "AAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0A\n",
       "AAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAILLsHAAAAAADw1bC2ttY9\n",
       "YWbETdM0Tfv7+90TSh9++GH3hNKIz+NyOeZPLKurq90TSjs7O90TSiO+tqZpmhaLRfcEAOB/4D/a\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABAYNk9AID/n370ox91Tyjdu3eve8LMm2++2T2hdOvWre4Jpc3Nze4JpY2N\n",
       "je4JpbW1te4JM6urq90TXipXV1fdE0oXFxfdE2ZG3DRN03R+ft49oTTqrrOzs+4JM6enp90TSqPu\n",
       "GvE5nKZpOjk56Z4wc3x83D2hdHR01D2hdHh42D2h9Pz58+4JpRcvXnRPmBn1OfzXv/7VPaE06nV+\n",
       "xF0jbpqmca/zDx8+7J5QGvF8enl52T2htFgsuieU3n///e4JpZ2dne4JpeXST3gAMCr/0QYAAAAA\n",
       "AAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAA\n",
       "AAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAA\n",
       "AAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAA\n",
       "AICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAA\n",
       "AAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAA\n",
       "CAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAg\n",
       "ILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA\n",
       "0AYAAAAAAAAAAALL7gEA/Gd997vf7Z5Q+ta3vtU9oXT//v3uCTPvvPNO94TSzs5O94TS1tZW94TS\n",
       "+vp694TS6upq94SZlRUt+JdxdXXVPaE04q7Ly8vuCaWLi4vuCSW7cufn590TSmdnZ90TSqenp90T\n",
       "SsfHx90TZg4PD7snlJ4/f949ofTs2bPuCaUnT550TygdHBx0T5h5+vRp94TSqO/Fk5OT7gmlEa/z\n",
       "oz5Wo762Rt21t7fXPWFm1HPgiGfmkX3wwQfdE0rb29vdE2aWSz8rAsA0+Y82AAAAAAAAAAAQEdoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABJbdA/jf8fOf\n",
       "/7x7Qul73/te94SZ09PT7gmlzz77rHtC6S9/+Uv3hNLDhw+7J8yM+tp65ZVXuieUNjY2uieUtra2\n",
       "uifM3Lx5s3tC6datW90TSiM+h9M0TWtra90TSisr43XXi8WiewJfUVdXV90TSnZ9OZeXl90TZi4u\n",
       "LronlM7Pz7snlEY9Nx8fH3dPmDk8POyeULp27Vr3hNKI55ppGve9eHJy0j1h5uzsrHtCadTX1qjf\n",
       "91dXV7snvDRGfB9O0zQ9ffq0e0Lp4OCge8LM48ePuyeUfvOb33RPKB0dHXVPKI36+XPv3r3uCTM7\n",
       "OzvdE0qj3ncD4KtrzG+JAAAAAAAAAAAwGKENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAA\n",
       "QEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAA\n",
       "AaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAE\n",
       "hDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ\n",
       "2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBo\n",
       "AwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaEN\n",
       "AAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYA\n",
       "AAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAgeXe3l73hpfKYrHonvBSuby87J4wc3Jy0j2h\n",
       "9I9//KN7QulPf/pT94TSr3/96+4JM3/84x+7J5SePXvWPaF0cHDQPaF0eHjYPWHm4uKie0JpZWXM\n",
       "Xnd1dbV7QmnUXSM+j85bMIarq6vuCaURd434vWeapmm5XHZPKI342TOqs7Oz7gmlUZ/DEa8P0zTu\n",
       "ef78/Lx7wsyoz+HGxkb3hNLm5mb3hNKtW7e6J8xcv369e0Jp1Ovp0dFR94TS559/3j1h5uHDh90T\n",
       "So8ePeqeUPrlL3/ZPaH0+PHj7gmln/3sZ90TZr7//e93Tyjt7u52Tyitr693Tyi59wbw7xvzJA8A\n",
       "AAAAAAAAAIMR2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAA\n",
       "AAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAA\n",
       "AAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAA\n",
       "AAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAA\n",
       "AAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAA\n",
       "AAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAA\n",
       "AAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAA\n",
       "AAAEhDYAAAAAAAAAABBYrq6udm/gK2xlZbyWa8RN0zRNr732WveE0t27d7snlD799NPuCTN//etf\n",
       "uyeUHj161D2hNOrnz87OTveEme3t7e4Jpc3Nze4JpbW1te4JpVFf86N+Lo5osVh0TwAGNer14erq\n",
       "qntC6fz8vHtC6ejoqHvCzJMnT7onlD777LPuCaVPPvmke0Jp1MdrxNfX5eVl94TSzZs3uyeUXn/9\n",
       "9e4Jpbfeeqt7wsyoj9X169e7J7xUXrx40T1hZsR7lNM0TR999FH3hNIf/vCH7gmlBw8edE8oPX36\n",
       "tHvCzIjnh2maph//+MfdE0rvvvtu94TSiPd13aMEXjauWgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEFh2D4D/aysr\n",
       "Y/Zlm5ub3RNKX//617snlO7fv989Yebx48fdE0rPnj3rnlDa39/vnlD6/e9/3z1hZrFYdE8onZ2d\n",
       "dU8o3b17t3tC6fbt290TSltbW90TZtbW1ronlEZ9L9r18ru6uuqe8FIZ8fG6uLjonlA6PT3tnlB6\n",
       "/vx594TS3//+9+4JM48ePeqeUHr48GH3hNLe3l73hNI///nP7gmlEa9d29vb3RNKN27c6J5Q2t3d\n",
       "7Z5QevPNN7snzIz6WL3yyivdE0qrq6vdE0ojXrfeeuut7gmlt99+u3tCacTrwzRN0+9+97vuCaWP\n",
       "P/64e8LML37xi+4JpS+++KJ7QuknP/lJ94TSe++91z1hZtTz1qifiUC/MYsDAAAAAAAAAAAYjNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAA\n",
       "AAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAA\n",
       "AAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAILDsHgD8t9XV\n",
       "1e4JpRs3bnRPKL333nvdE2YuLi66J5Q2Nja6J5QePHjQPaH0xRdfdE+Y+fDDD7snlEZ9zZ+ennZP\n",
       "KJ2dnXVPKN2+fbt7wsz169e7J5TW19e7J5RGPUMsFovuCfybrq6uuieULi8vuyfMjHqNPzo66p5Q\n",
       "evr0afeE0v7+fveEmb29ve4JpU8++aR7QunJkyfdE0orK2P+ndurr77aPWHm7bff7p5QunPnTveE\n",
       "0rvvvts9obS7u9s9YWZ7e7t7QunatWvdE0qjfscY0dbWVveE0qjfq0e91zzqrs3Nze4JM3/+85+7\n",
       "J5R+9atfdU8ovXjxontC6ac//Wn3hJl79+51TyiNeoZYLv3ED93G/KYPAAAAAAAAAACDEdoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAA\n",
       "AAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "WHYPAMa2XI55mdjZ2emeMHPv3r3uCaXNzc3uCaXt7e3uCaUHDx50T5jZ39/vnlD66KOPuieUzs7O\n",
       "uieUTk5OuieU7ty50z1hZnd3t3tC6caNG90TShsbG90TSiOeIVZW/J3Bl3F5edk9oXR+ft49Yeb4\n",
       "+Lh7Qun58+fdE0oHBwfdE0qff/5594SZUR+r09PT7gmlmzdvdk8ovfrqq90TSu+88073hJkRN03T\n",
       "NL3xxhvdE0qvvfZa94TSiOfma9eudU8ora2tdU8oOTfnRn2s7PpyFotF9wT+TaPep/ztb3/bPaE0\n",
       "4vfqUe/p3r9/v3tCadTvGKOebeA/YcxTDQAAAAAAAAAADEZoAwAAAAAAAAAAAaENAAAAAAAAAAAE\n",
       "hDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ\n",
       "2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBo\n",
       "AwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaEN\n",
       "AAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYA\n",
       "AAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAA\n",
       "AAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAA\n",
       "AAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQGDZPQAY22Kx6J5QWi7Hu3zd\n",
       "unWre0Lp7t273RNKV1dX3RNKFxcX3RNmTk9PuyeUPv300+4JpRcvXnRPKD179qx7Qung4KB7wsw3\n",
       "v/nN7gmlN954o3tCaWdnp3tCaWtrq3vCzNraWveE0qjnrcvLy+4JpePj4+4JM6Ne4/f397snlP72\n",
       "t791Tyjt7e11T5gZ8XN6mqZpZWXMv9u6fft294TSnTt3uieUvvGNb3RPmBn1vLW9vd09oTTieWua\n",
       "pml9fb17wsyI95Gmadzr6ajn0xF3jbhpZNevX++eUHr99de7J5Q++OCD7gkzo96nHPV6+vHHH3dP\n",
       "KD148KB7wszZ2Vn3hNLh4WH3hNK3v/3t7gml3d3d7gkzGxsb3RNKzhAvvzE/eQAAAAAAAAAAYDBC\n",
       "GwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAht\n",
       "AAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQB\n",
       "AAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYA\n",
       "AAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAA\n",
       "AAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAA\n",
       "AAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0Ab+q527\n",
       "aY6q3Nc4vDrpTsgL4SVqFAiKDBxb5czvP7IcWMjIEiwQJBWCERIS0p3OHpzhegY3e9c+/4dzrusT\n",
       "3NW9snqt1b8OAAAAAAAAAEBgWj0A4N8xmUyqJ4xMp32eUq9fv149oen+/fvVE5o+fPhQPWGkx03D\n",
       "MAwXFxfVE5pevHhRPaHp0aNH1ROajo6OqieMHBwcVE9oevjwYfWEpnv37lVPaNrd3a2eMLK1tVU9\n",
       "oWl1dbV6QtN8Pq+e0PT27dvqCSOvXr2qntD05MmT6glNv/32W/WEpl7fxx599dVX1ROaet21v79f\n",
       "PaHp7t271RNGbt++XT2haXNzs3pC02w2q57QtLLS3287e9w0DH0+3xqGfnf1qNfXqtdjvtfzVq/3\n",
       "int7e9UTRhaLRfWEpl6P+e3t7eoJTT3ek/3888/VE5p6vU88PDysntD0448/Vk8Y6fG+ZxiGYWNj\n",
       "o3pCU6/PKXu85urzkwcAAAAAAAAAADojtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAg\n",
       "tAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQ\n",
       "BgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIb\n",
       "AAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0A\n",
       "AAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEA\n",
       "AAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAA\n",
       "AAAAAAAAAkIbAAAAAAAAAAAITKsHAPxfMZlMqic0Tad9nupv3rxZPaHp22+/rZ4wslwuqyc0zWaz\n",
       "6glNv/76a/WEppcvX1ZPaDo6OqqeMHJ5eVk9oen9+/fVE5qOj4+rJzTt7e1VTxjZ2dmpntC0urpa\n",
       "PaHp/Py8ekLT69evqyeMPHv2rHpC09OnT6snNL169ap6wifjzp071ROa9vf3qyc0PXjwoHpC0717\n",
       "96onNO3u7lZPGNnc3Kye0LS2tlY9oWllpc/fUPb6fKRHXiv+W3o9tnq99+n1PN/jPWyvzyl7/Uzc\n",
       "2NiontB07dq16gkjv/zyS/WEpkePHlVPaOr1eeB8Pq+eMPLDDz9UT2i6f/9+9YSmHj97hqHPz+o+\n",
       "P3kAAAAAAAAAAKAzQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAJrIxXIAABH5SURBVAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAAC0+oBAPx3TSaT6glNs9msekLTjRs3qieMfPPN\n",
       "N9UTmlZW+ux1t7e3qyc0PX36tHpC0+vXr6snjCwWi+oJTfP5vHpC099//109oWm5XFZPGDk+Pq6e\n",
       "8El5//599YSmHs9bBwcH1ROaTk9Pqyc07ezsVE9o2tvbq54w8t1331VPaOp11/3796snNO3u7lZP\n",
       "aNrc3KyeMNLrfWKv9z693u8D9ZwfPs7q6mr1hKb19fXqCSO9Xsv3esxPp31+DdvjNVev11uXl5fV\n",
       "E5oODw+rJzT99NNP1RNGenxGOQzDcHZ2Vj2haX9/v3pC061bt6onjPR51gIAAAAAAAAAgM4IbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAA\n",
       "AAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAA\n",
       "AAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAA\n",
       "AACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAA\n",
       "AAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAA\n",
       "AAhMqwcA8P/T1dVV9YSmlZX+GtT19fXqCU03b96sntD05ZdfVk9oms/n1ROaZrNZ9YSRk5OT6gmf\n",
       "lMViUT2h6f3799UTRnr9O1wul9UTms7Pz6snNF1cXFRPGLl27Vr1hKY7d+5UT2ja3d2tntD09ddf\n",
       "V08YefDgQfWEprt371ZPaLp161b1hKaNjY3qCU3TaX+PBXu8HxuGYZhMJtUT4H9Vr89s+PQ5tj5O\n",
       "j58/PT5HGoZh2NzcrJ7QdPv27eoJTT0+h+j1+Vav560nT55UT2jq8bz1559/Vk9o6vV8+ubNm+oJ\n",
       "TXt7e9UTRvq8ewUAAAAAAAAAgM4IbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAA\n",
       "AAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAA\n",
       "AAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAA\n",
       "AACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAhMr66uqjcAHev1HNHjrsvLy+oJTb3u+vDhQ/WEptPT\n",
       "0+oJI2/evKme0PTy5cvqCU3Pnz+vntD0xx9/VE9o6vF9/Oeff6onNC0Wi+oJTevr69UTmra2tqon\n",
       "jGxsbFRPaJpOp9UTmnq83hqGYVgul9UTRlZXV6snNG1vb1dPaLp9+3b1hKYed12/fr16QtPa2lr1\n",
       "hKaVFb8n+xg9nud73DQM/e4i5z38OF6vnNfq4/R4LT8M/e7q8blur89Gev1bnEwm1ROaZrNZ9YSR\n",
       "mzdvVk9o2t/fr57Q1Ou9z8nJSfWEkYODg+oJTb1+j/HFF19UT2jq8ZlNn3+FAAAAAAAAAADQGaEN\n",
       "AAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYA\n",
       "AAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAA\n",
       "AAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAA\n",
       "AAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAA\n",
       "AAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAA\n",
       "AAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAA\n",
       "AAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQGB6eHhYvaHp\n",
       "6uqqekLTcrmsntDU6+tFbrFYVE9o6nXXxcVF9YSRs7Oz6glNJycn1ROajo+Pqyc0HRwcVE8Yef78\n",
       "efWEpidPnlRPaPr999+rJzQ9e/asekKTa4hP38pKn+387u5u9YSRGzduVE9o2tzcrJ7QtLa2Vj2h\n",
       "aWtrq3rCyM7OTvWEpul0Wj2hqddjq9fXq0eXl5fVE5rm83n1hKbJZFI9oanHY77X16rXXb3q8R6j\n",
       "x03DYNfH6nFXj5uGod/vMXq9huj1GXiPr1ePm4ahz+8LhqHf7wzOz8+rJ4z0er3V6/1+r6/X48eP\n",
       "qyeMvHr1qnpCU6/n06Ojo+oJTW/evKmeMNLnU3kAAAAAAAAAAOiM0AYAAAAAAAAAAAJCGwAAAAAA\n",
       "AAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAA\n",
       "AAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAA\n",
       "AICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAA\n",
       "AAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAA\n",
       "CAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAg\n",
       "ILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA\n",
       "0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAIDA9Pvvv6/eAAAA/JuW\n",
       "y2X1hKbDw8PqCSM9burZ3t5e9YSmzz77rHrCyGQyqZ7QtL29XT2h6ezsrHpC08nJSfWEkbdv31ZP\n",
       "aFpZ6fN3W4vFonpC0/r6evWEpul0Wj1hpNdjq1dXV1fVE5p63NXrNbNdH6fHXT1uGoZhmM/n1ROa\n",
       "et11cXFRPaGpx2ubXo/5Dx8+VE9oOj09rZ7Q1OMx3+v54fLysnpC02w2q57Q9O7du+oJn4wez/HD\n",
       "MAwvXryontDU4/MRd68AAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAE\n",
       "hDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ\n",
       "2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBo\n",
       "AwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaEN\n",
       "AAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYA\n",
       "AAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAA\n",
       "AAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAA\n",
       "AAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABCYVg8AAACgPwcHB9UTmnrc9fnnn1dPaHr37l31\n",
       "hKZedx0dHVVPGOn12Lpx40b1hKatra3qCU3r6+vVE5qm0/4eC66s+E3gx7i6uqqe0LRcLqsnjCwW\n",
       "i+oJTb3u6vE9HIZhuLy8rJ4wMp/Pqyc0nZ+fV09oOjs7q57Q5G8x1+tnz+npafWEppOTk+oJn4zZ\n",
       "bFY9oWlnZ6d6QlOvx/xff/1VPWGk13N8r+/h27dvqyd8Mty9AgAAAAAAAABAQGgDAAAAAAAAAAAB\n",
       "oQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASE\n",
       "NgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAYHL9+vWr\n",
       "6hEAAAAAAADA/1hbW6ueMLK9vV09oWk+n1dPaHr37l31BP5DDx8+rJ7QdO3ateoJTY8fP66eMNLr\n",
       "a3V+fl49gf+Q/2gDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABA4F/xN43yr6hBhwAAAABJRU5ErkJggg==\n",
       "\" transform=\"translate(87, 406)\"/>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:20 Obj:3.3434416164081693 Vol:0.3999465462839258 ch:0.1336786816899156 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip7600\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip7600)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip7601\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip7600)\" d=\"\n",
       "M86.9921 1521.01 L2352.76 1521.01 L2352.76 47.2441 L86.9921 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip7602\">\n",
       "    <rect x=\"86\" y=\"47\" width=\"2267\" height=\"1475\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip7600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 2352.76,1521.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip7600)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 86.9921,47.2441 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip7602)\">\n",
       "<image width=\"2266\" height=\"755\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAACNoAAALzCAYAAADN4vhJAAAgAElEQVR4nOzb3Y9ddb3H8bVnz7Qz\n",
       "nT4ORUoFodBWiSEmGMMFV8SYeOEf6p1eG4mJJFYTQoz0godaDA9FBrGWtmPn+Vycy/U9ycdzDn5/\n",
       "xdfrL/hkz95r/dbe71mcOXPmeAIAAAAAAP5tfvSjH3VPKL322mvdE0qvvvpq94SZ69evd08obW1t\n",
       "dU8ora2tdU8oLRaL7gkAwGNmpXsAAAAAAAAAAAA8DoQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABFa7BwAAAAAAwNdlZWXM/zf9+OOP\n",
       "uyeU3n777e4JpbW1te4JMyNumqZpWl0d86ef8+fPd08ojfp6AQDjGvMJAwAAAAAAAAAABiO0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAA\n",
       "AAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAA\n",
       "AAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAA\n",
       "AACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAA\n",
       "AAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAA\n",
       "AAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAA\n",
       "ILDaPQCA/0zXr1/vnlB65ZVXuifMPPfcc90TShcuXOieUDp16lT3hNL6+nr3hNKJEye6J8wsl8vu\n",
       "CY+V4+Pj7gmlw8PD7gkzI26apmk6ODjonlDa39/vnlAacdfe3l73hJJd/5pHjx51T5jZ2dnpnlB6\n",
       "+PBh94TSV1991T2hdO/eve4JpRF33b9/v3tCacTrwzSNeU+cpjHPNqO+VqNe599///3uCaUR31tH\n",
       "R0fdE0orK2P+j/W1a9e6J5TOnTvXPaHk+xEAGNeYpy0AAAAAAAAAABiM0AYAAAAAAAAAAAJCGwAA\n",
       "AAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAA\n",
       "AAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAA\n",
       "AAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAA\n",
       "AAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAA\n",
       "AAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAA\n",
       "AICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAIDAavcAAL5ezz//\n",
       "fPeE0quvvto9ofTKK690T5i5cuVK94TS1tZW94TS5uZm94TS2tpa94TScrnsnjCzsqIF/yY4Ojrq\n",
       "njBzfHzcPaF0eHjYPaE04t9wmsZ8vQ4ODronlEbdtbu72z2h9OjRo+4JMw8fPuyeULp37173hNLf\n",
       "//737gml7e3t7gmlEXd9+eWX3RNKDx486J5QGvV6OuL9Z9TXatTr/M7OTveE0u3bt7snzOzv73dP\n",
       "KI14Zp6maVosFt0TStevX++eUDpz5kz3hJkRv0cCgA5+xQAAAAAAAAAAgIDQBgAAAAAAAAAAAkIb\n",
       "AAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0A\n",
       "AAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEA\n",
       "AAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAA\n",
       "AAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAA\n",
       "AAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAA\n",
       "AAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAA\n",
       "AAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACCw2j2A/x8//elPuyeUXn/99e4J\n",
       "M/v7+90TSp9++mn3hNLNmze7J5Tefffd7gkzo763tra2uieUTp8+3T2hdPbs2e4JM+fPn++eULpw\n",
       "4UL3hNLGxkb3hNLq6pjHrpUV3XVqsVh0TygdHx93T+D/aNS/oV25o6Oj7gmlg4OD7gmlUXc9evSo\n",
       "e8LMw4cPuyeU1tfXuyeUlstl94SS93xub2+ve0Jp1PfWqOfTtbW17gkzo75Wo77n//GPf3RPKG1v\n",
       "b3dPmBn1O9033nije0Lpn//8Z/eE0qjf67700kvdE2bOnTvXPaE06r0agG8uv6wAAAAAAAAAAEBA\n",
       "aAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2\n",
       "AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBg9eOPP+7e8FhZLBbdE0rHx8fdE0oj7trd3e2eUPryyy+7J5Teeeed7gmlX//6190TZt56\n",
       "663uCaX79+93TyiN+p7f2dnpnjAz4rV0mqZpZWXMXne5XHZPKI26a8SzzYib4D/RqPefEY36Wo16\n",
       "7xl114j29/e7J5RWV1e7JzxWDg8PuyeURt01ovX19e4JpTNnznRPKD3xxBPdE2ZGfa1GvSeO+N3I\n",
       "NE3TZ5991j1h5r333uueULp161b3hNIvf/nL7gmlO3fudE8o/exnP+ueMPPDH/6we0Lp4sWL3RNK\n",
       "a2tr3RMA+JqM+QsZAAAAAAAAAAAMRmgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAYHVlRWvzTbBYLLonPDY2Nja6J5QuXrzYPaF07dq1\n",
       "7gmlzz77rHvCzO3bt7snlN57773uCaWbN292Tyg9+eST3RNmtra2uieURr2erq2tdU8ojXrmWi6X\n",
       "3ROAQXnGyB0fH3dPKI36Nzw6OuqeUNrd3e2eMHPv3r3uCaU7d+50Tyh9+OGH3RNKf/nLX7onlLa3\n",
       "t7snzBweHnZPKF24cKF7QmnUXc8//3z3hJlLly51Tyhtbm52T3is3L9/v3vCzMsvv9w9ofTHP/6x\n",
       "e0LpD3/4Q/eE0u9+97vuCaW7d+92T5gZcdM0TdNrr73WPaF0+fLl7gmlkydPdk+YGfX5FeB/MuYv\n",
       "PgAAAAAAAAAAMBihDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2\n",
       "AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAIHV7gHw77ZYLLonlE6ePNk9ofTUU091Tyj94Ac/6J4w8/nnn3dPKN29\n",
       "e7d7QumTTz7pnlC6ceNG94SZlZUxu9iDg4PuCaWrV692Tyg98cQT3RNK6+vr3RNmlstl94TSqJ9F\n",
       "+E9zfHzcPWFmxE3TNE37+/vdE0o7OzvdE0pffPFF94SZ27dvd08ovfvuu90TSh988EH3hNJf//rX\n",
       "7gmlw8PD7gkzo56ZR9317LPPdk8ofec73+meMPOtb32re0Jpc3Oze0Jp1GefEb+H+Pa3v909ofTM\n",
       "M890TyiN+nr99re/7Z5QGvFs8/Of/7x7QmnU78Bff/317gmlK1eudE+YOXXqVPeE0qj3RKCfqwMA\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAA\n",
       "AAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAA\n",
       "AAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAA\n",
       "AAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAA\n",
       "AAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAA\n",
       "AABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAA\n",
       "AACB1e4BwH9bWRmze9vc3OyeUHrxxRe7J8z8+Mc/7p5QOnnyZPeE0o0bN7onlD7//PPuCTNvvfVW\n",
       "94TS4eFh94TS3t5e94TStWvXuieULl682D1h5tSpU90TSqurYx6dRz1DjGixWHRPeKwcHx93TyiN\n",
       "uGvUe+KjR4+6J5Tu3r3bPaH06aefdk+YuXXrVveE0qi7tre3uyeURr1XX7p0qXvCzAsvvNA9oTTq\n",
       "Wf7KlSvdE0pPPfVU94SZs2fPdk8onThxontCadTr1og2Nja6J5RGfa4+ffp094TSqLt+85vfdE+Y\n",
       "+dOf/tQ9ofSLX/yie0LpwYMH3RNKP/nJT7onzFy/fr17QunMmTPdE0ru1dDPpxAAAAAAAAAAAAJC\n",
       "GwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAht\n",
       "AAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQB\n",
       "AAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYA\n",
       "AAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAA\n",
       "AAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAA\n",
       "AAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAA\n",
       "AAAAAAKr3QOAsS2Xy+4JpbNnz3ZPmPne977XPaG0sbHRPaF0/vz57gmlGzdudE+Y+eijj7onlN5+\n",
       "++3uCaW9vb3uCaXd3d3uCaWrV692T5h58sknuyeUTp8+3T2hdOLEie4JpRHPEIvFonvCY+X4+Lh7\n",
       "Quno6Kh7wsyo1/gHDx50Tyh98cUX3RNKn3zySfeEmTt37nRPKO3s7HRPKJ07d657Qunpp5/unlB6\n",
       "8cUXuyfMvPDCC90TSpcvX+6eUNra2uqeUNrc3OyeMHPy5MnuCaURz8zT5Nz8r1hZGfN/me3i6zLi\n",
       "89g0TdPNmze7J5R+9atfdU8oHRwcdE+YGXHTNI37u8+Iv5FN07hnG/g6ONUAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAA\n",
       "AEBgtXsAwP/GcrnsnjBz+vTp7gml5557rnvCY+Xw8LB7wsze3l73hNKHH37YPaH0+9//vntC6e7d\n",
       "u90TSn/729+6J8xcu3ate0Lp8uXL3RNKFy5c6J5Q2tjY6J4ws7o65uPPYrHonlA6OjrqnlAa8b74\n",
       "1VdfdU8o3blzp3tC6c9//nP3hNKtW7e6J8xsb293TyiN+Dw2TdP0zDPPdE8offe73+2eULp69Wr3\n",
       "hJmnn366e0Lp3Llz3RNK6+vr3RNKa2tr3RNmVlbG/H/TUXeRG/UsP+LncJqm6dSpU90TSpcuXeqe\n",
       "UPr+97/fPWFmd3e3e0Jp1M/iBx980D2h9Oabb3ZPmBn1vfXw4cPuCaWXX365e0Jpa2ure8KM7wP5\n",
       "ujjJAwAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABA\n",
       "QGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAAB\n",
       "oQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASE\n",
       "NgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAYLV7AMA3xXL5X+3cXW+UZb/G4Xs6HQbpG1UiClUhBt0wmhjjhl/A\n",
       "762Jm+wYjQHDS4qCVUGgFEo77Twf4L6e5DQrrP/VtY7jE5y5Z3q/zPym0+oJTWtra9UTmnZ2dqon\n",
       "NH355ZfVE0aOjo6qJzQtFovqCU337t2rntB08+bN6glNf/75Z/WEkYcPH1ZPaPr000+rJzR99NFH\n",
       "1ROa3nnnneoJI71eE1dW+vz9Q6/n+f39/eoJI48ePaqe0HT79u3qCU0///xz9YSm3d3d6gkjk8mk\n",
       "ekJTr9eea9euVU9o+vjjj6snNF29erV6wsjFixerJzSdP3++ekLT6mqfH+32eO7qcVPPHK/ccrms\n",
       "ntDU62s4m82qJzT1+qz4/vvvV08Y+fzzz6snNPX6XL2xsVE9oenWrVvVE0a+++676glNvX5O+e23\n",
       "31ZPaPrmm2+qJ4xcvny5ekLTfD6vntDU6/m0R44UAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAA\n",
       "AAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAA\n",
       "AAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAA\n",
       "AAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAA\n",
       "ABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAA\n",
       "QEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAA\n",
       "AaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAE\n",
       "hDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAgdXqAQC8WdPptHpC08bGRvWEpmvXrlVP\n",
       "GDk9Pa2e0LS62udtxPr6evWEpvv371dPaNrb26ueMLJYLKonNO3v71dPaHry5En1hKarV69WTxjZ\n",
       "2tqqntDU67X68PCwekLTX3/9VT1h5O7du9UTmm7dulU9oenBgwfVE86M69evV09ounHjRvWEpk8+\n",
       "+aR6QtPOzk71hKbt7e3qCSPnz5+vntDU67PPZDKpnnBmOFa8Kd5b/87KSp+//T537lz1hKbNzc3q\n",
       "CSO93tf0+t7q9d7mrbfeqp4wcvPmzeoJTT/88EP1hKbHjx9XT2jq8bOkr7/+unpCU4+fnQ7DMKyt\n",
       "rVVPaJrNZtUTRvq88gAAAAAAAAAAQGeENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAAB\n",
       "oQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASE\n",
       "NgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAOJST34AABGkSURBVAAAAAAAAASENgAAAAAAAAAAEBDa\n",
       "AAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgD\n",
       "AAAAAAAAAAABoQ0AAAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0A\n",
       "AAAAAAAAAASENgAAAAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAASENgAA\n",
       "AAAAAAAAEBDaAAAAAAAAAABAQGgDAAAAAAAAAAABoQ0AAAAAAAAAAARWqwcA8GZNJpPqCU3T6bR6\n",
       "QtP6+nr1hJEPP/ywesKZcuHCheoJTe+++271hKZHjx5VTxg5Pj6untD08uXL6glNe3t71ROaFotF\n",
       "9YSRtbW16glNvV6rDw4Oqic09fie//3336snND19+rR6QtPW1lb1hKYPPvigesLIF198UT2h6bPP\n",
       "Pque0NTrffP29nb1hKb5fF49YaTX58Rer9W97gL4b3o9b62s9Pmb9HPnzlVPGNnc3KyecKasrvb5\n",
       "NWyP761e/w57/HxrGIbh3r171ROavv/+++oJIycnJ9UTmnp93t/Z2ame0NTj9afPsxYAAAAAAAAA\n",
       "AHRGaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAA\n",
       "AAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAA\n",
       "BIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQ\n",
       "ENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBA\n",
       "aAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2\n",
       "AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBgtXoAAG/WcrmsntDU667JZFI9YWQ2m1VPaNrc3Kye0HT58uXqCU0vX76snnBmPHv2\n",
       "rHrCmXJ4eFg9oenp06fVE0ZevXpVPaGp12tir8fr4OCgesJIr9fqnZ2d6glNvV6rb9y4UT1hpMdN\n",
       "wzAMV69erZ7QtLW1VT2haT6fV09omk6n1RNGenweG4Z+d8Gb0uv9KWef99a/s7LS32/le332WVtb\n",
       "q57QdOnSpeoJTaenp9UTRo6Pj6snNPV4rIZhGH799dfqCU09vo537typntDU4/PYMAzDkydPqic0\n",
       "9fhZUn9XaQAAAAAAAAAA6JDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAA\n",
       "AAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAA\n",
       "AAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAA\n",
       "AAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAA\n",
       "ACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAA\n",
       "AkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgMBq9YD/ZrlcVk8Ahn7/FnvcdXp6Wj2h6eTkpHpC09HRUfWE\n",
       "poODg+oJI48fP66e0PTbb79VT2i6c+dO9YSm27dvV09ounfvXvWEkb///rt6QlOv59MLFy5UT2i6\n",
       "ePFi9YSR9fX16glN586dq57Q1OP91jD0ec81m82qJzRtbGxUT2i6dOlS9YSmt99+u3rCSK/nrV7f\n",
       "85PJpHrCmdLreb5HjhX/33jPn329voa97urxGWMY+vwcYrFYVE9o6vW9tbLS5/876PFziB6fx4Zh\n",
       "GK5fv149oWk6nVZPaHrx4kX1hJEHDx5UT2i6f/9+9YSmK1euVE9o6vGzpD7P8AAAAAAAAAAA0Bmh\n",
       "DQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2\n",
       "AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoA\n",
       "AAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBg9Y8//qje\n",
       "0LRcLqsnNJ2enlZPaOr1ePWo12N1cnJSPaHp+Pi4ekLT69evqyeMvHr1qnpC0/7+fvWEpidPnlRP\n",
       "aHr48GH1hJG7d+9WT2j65Zdfqic0/fTTT9UTgE5tbm5WT2ja2tqqntB04cKF6glNGxsb1RNGtre3\n",
       "qyc0zWaz6glN8/m8ekLT6upq9YSRXp9fF4tF9YSmXp9fJ5NJ9YSm6XRaPWGk12PF2dfr+dSus6/X\n",
       "Y9Xr9xi9fgZuV67HTcMwDEdHR9UTml6+fFk9oanH71d6vDcdhmG4ePFi9YSmXu+bf/zxx+oJI7u7\n",
       "u9UTmnq9Vvf4HdkwDMM///xTPWHEf7QBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAht\n",
       "AAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQB\n",
       "AAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYA\n",
       "AAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAA\n",
       "AAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAA\n",
       "AAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAA\n",
       "AAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAIDA6ldffVW9AQAA4I17/vx59YSm\n",
       "Xnetrq5WT2i6cuVK9YSR6XRaPaFpa2urekLTwcFB9YSm/f396gkjz549q57QtLLS5++2FotF9YSm\n",
       "+XxePaGpx3NXr+8t/p3T09PqCSPL5bJ6QlOPx2oY7Po3etw0DP1eE4+Pj6snNPW6q8fX8eTkpHpC\n",
       "0+HhYfWEpl6ffV69elU9YaTX17DX83yvzxg9PsP2et7q8e9wGIZhb2+vesKZ4ekVAAAAAAAAAAAC\n",
       "QhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgI\n",
       "bQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0\n",
       "AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAG\n",
       "AAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsA\n",
       "AAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAA\n",
       "AAAAAAAAICC0AQAAAAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAA\n",
       "AAAAAACAgNAGAAAAAAAAAAACQhsAAAAAAAAAAAgIbQAAAAAAAAAAICC0AQAAAAAAAACAgNAGAAAA\n",
       "AAAAAAACq9UDAAAA6M9isaie0LS7u1s9YWRvb696QtP+/n71hKYXL15UT2h6/Phx9YSR9957r3pC\n",
       "0/b2dvWEpvX19eoJTfP5vHpC02w2q54wsrLS528CJ5NJ9YSm5XJZPaHp5OSkesJIr/c1ve7q8TUc\n",
       "hj53HR0dVU9oOjw8rJ7Q1Ouu4+Pj6glNp6en1RNGetw0DMNwcHBQPaGp12eyHl/H6XRaPaGp12eM\n",
       "58+fV09oevDgQfWEkdevX1dPaHr69Gn1BP6H+nx6BQAAAAAAAACAzghtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAA\n",
       "AAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAA\n",
       "AAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAA\n",
       "AAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAA\n",
       "AICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAA\n",
       "AAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAA\n",
       "CAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACEw2NjaW1SMAAAAA\n",
       "AACAfs1ms+oJTcfHx9UT+D/q8uXL1ROa5vN59YSm3d3d6gnwv8Z/tAEAAAAAAAAAgIDQBgAAAAAA\n",
       "AAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAA\n",
       "AAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAA\n",
       "ACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAA\n",
       "AkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAg\n",
       "tAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACDwH2YyWdIkGj42AAAA\n",
       "AElFTkSuQmCC\n",
       "\" transform=\"translate(87, 406)\"/>\n",
       "</g>\n",
       "</svg>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:21 Obj:3.2264772175849314 Vol:0.39989372085259733 ch:0.14054564427566507 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:22 Obj:3.1549718971038923 Vol:0.40002287433510353 ch:0.17473692716175715 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:23 Obj:3.0986086200779805 Vol:0.40006614769723675 ch:0.1531050552287192 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:24 Obj:3.055676724616034 Vol:0.40005638689817496 ch:0.15062810919639968 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:25 Obj:3.0217231372308904 Vol:0.4001062641929937 ch:0.14658559242381886 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:26 Obj:2.991043094229146 Vol:0.4000649268454111 ch:0.15228349479615721 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:27 Obj:2.961535682269875 Vol:0.4001005015615837 ch:0.17017367010829465 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:28 Obj:2.9285682820920327 Vol:0.400005539995505 ch:0.16322790389868425 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:29 Obj:2.8949586631930866 Vol:0.3999573668679471 ch:0.17672684585994547 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "\" It:30 Obj:2.859285842121794 Vol:0.4000022381111759 ch:0.18920060863637167 \""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip8100\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip8100)\" d=\"\n",
       "M0 1600 L2400 1600 L2400 0 L0 0  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8101\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip8100)\" d=\"\n",
       "M86.9921 1521.01 L2352.76 1521.01 L2352.76 47.2441 L86.9921 47.2441  Z\n",
       "  \" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip8102\">\n",
       "    <rect x=\"86\" y=\"47\" width=\"2267\" height=\"1475\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip8100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 2352.76,1521.01 \n",
       "  \"/>\n",
       "<polyline clip-path=\"url(#clip8100)\" style=\"stroke:#000000; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
       "  86.9921,1521.01 86.9921,47.2441 \n",
       "  \"/>\n",
       "<g clip-path=\"url(#clip8102)\">\n",
       "<image width=\"2266\" height=\"755\" xlink:href=\"data:image/png;base64,\n",
       "iVBORw0KGgoAAAANSUhEUgAACNoAAALzCAYAAADN4vhJAAAgAElEQVR4nOzcz4uV5f/H8XPmlzbq\n",
       "lGahJBkZZBG5iiQiFYIyiwJXQhRURES2ahG0KRBqEUTrNoUVCWZtykVEIKG4KWihkUmQ0C7NKR0N\n",
       "55zv4ru8Lz68hOJ9m4/HX/BiHM65rtvn3MMVK1aMBwAAAAAAwFXv9ddfr57QtH379uoJHWvWrKme\n",
       "0DQ1NVU9AQDgP22iegAAAAAAAAAAAFwJhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAA\n",
       "AaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAE\n",
       "hDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ\n",
       "2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBo\n",
       "AwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaEN\n",
       "AAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYA\n",
       "AAAAAAAAABAQ2gAAAAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEhDYAAAAAAAAAABAQ2gAA\n",
       "AAAAAAAAQEBoAwAAAAAAAAAAAaENAAAAAAAAAAAEpqoHAAAAAAAA/bBv377qCU033HBD9YSO+++/\n",
       "v3pC08qVK6snNE1OTlZPAAD4R3ijDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMA\n",
       "AAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAA\n",
       "AAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAA\n",
       "AAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAA\n",
       "AAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAA\n",
       "AAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAA\n",
       "AAAABIQ2AAAAAAAAAAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABIQ2AAAAAAAA\n",
       "AAAQENoAAAAAAAAAAEBAaAMAAAAAAAAAAAGhDQAAAAAAAAAABKaqBwAA/JOWLl1aPaFpyZIl1ROa\n",
       "pqenqydcMS5dulQ9oWlxcbF6QtNoNKqe0DEej6snNPV1V1/5eeWGw2H1hKa+fvdMTPTvb5EuXrxY\n",
       "PaFpYWGhegIA/6Ljx49XT2j68MMPqyd09PWuv3nz5uoJTddee231hKY+ngMBgH5zegAAAAAAAAAA\n",
       "gIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAA\n",
       "AkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAI\n",
       "CG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAg\n",
       "tAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQ\n",
       "BgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIb\n",
       "AAAAAAAAAAAICG0AAAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0A\n",
       "AAAAAAAAACAgtAEAAAAAAAAAgIDQBgAAAAAAAAAAAkIbAAAAAAAAAAAICG0AAAAAAAAAACAgtAEA\n",
       "AAAAAAAAgMBU9QAA6JPnnnuuekLHjh07qic0rVu3rnpC0+zsbPWEpqmpfh67Jib6110Ph8PqCVeU\n",
       "8XhcPeGK4Wd1efr68+rjrj5uGgwGg9FoVD2hqa+7Ll26VD2h48KFC9UTmk6fPl09oenEiRPVE5q+\n",
       "+uqr6glNX3zxRfUEgMty5MiR6gkdk5OT1ROa+njXHwwGg82bN1dPaJqbm6ue0OT5CAD0Vz9PWwAA\n",
       "AAAAAAAA0DNCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAA\n",
       "AAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAA\n",
       "AAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAA\n",
       "AAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAA\n",
       "AAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAA\n",
       "AAAACAhtAAAAAAAAAAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAA\n",
       "AAAgILQBAAAAAAAAAICA0AYAAAAAAAAAAAJCGwAAAAAAAAAACAhtAAAAAAAAAAAgILQBAAAAAAAA\n",
       "AIDAVPUAAK5O9957b/WEpi1btlRP6LjtttuqJzTNzc1VT2ianJysntA0HA6rJwBAL4zH4+oJTX3c\n",
       "tbi4WD2haeXKldUTmpYvX1494Yry559/Vk/oOHToUPWEK0pf7z59vO9v2LChekLT7Oxs9YSmM2fO\n",