diff options
Diffstat (limited to 'lab-windows/dsss_experiments-ber.ipynb')
| -rw-r--r-- | lab-windows/dsss_experiments-ber.ipynb | 214 |
1 files changed, 59 insertions, 155 deletions
diff --git a/lab-windows/dsss_experiments-ber.ipynb b/lab-windows/dsss_experiments-ber.ipynb index eb56ac9..eb1639e 100644 --- a/lab-windows/dsss_experiments-ber.ipynb +++ b/lab-windows/dsss_experiments-ber.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -41,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -115,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -144,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -306,7 +306,7 @@ }, { "data": { - "application/pdf": "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\n", + "application/pdf": "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\n", "image/png": "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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" @@ -363,7 +363,7 @@ }, { "data": { - "application/pdf": "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\n", + "application/pdf": "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\n", "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXIAAAD+CAYAAAAnIY4eAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3dd3xb1f3/8deRbHnKdmzHlmNnOsMZziaBUCChv7BaShgNBL7fjm9pvnRRSgel41toaSmlZQU6QmlLWyC0pVBoGSWQMEoGMUnsEDvOTux4xNvyki2d3x+yQjAxsWVJ917p83w8/CC9ku79SJXeOjrnnnOV1hohhBDWZTO6ACGEECMjQS6EEBYnQS6EEBYnQS6EEBYnQS6EEBYnQS6EEBYXZ3QBwtqUUkuBHwGlQCrwGeBSoF1rvWHAfT8DtGitnxnCfm1aa18Y6h20BqXUM1rrFSE6ThJwO5AEbNVa/0kp9UMgr/8u39Va1wex308AlwAJwFSt9dkn3fZx4GPAaOAJrfVTI3wawiIkyEUoPKW1vk8p9SiQDmQCNqXUWOAnQD1wItSVUp8EZgB3AD8EkgEncBPwIHAE2Af8sf/+vwDuAr4ONAP/AFYC/wY+AWQBjwATAa21flIpdTewFjgPmNlf1/0n1ZAPfAtQQAvwF6BIKXUb8KDWuuHkJ6iU+gPwOeCx/uO3ADla60cHeU1W4w9xL3C0f9t8rfXHlVJnA9f3vzaB/X+3v0altf7mIPtEa/0s8KxS6r+A1wfc9k/gn0qpTOBOQII8RkiQi1C4XCn1EeC41rpFKRXY/hXgTq31bjjRGl4N/FNrfbtS6iJgGrALf+hN73/c77TWh07a/0ZgGZACJPb/+1XAg79l2gJ8Cn/QP6KU+hswCTiGPzBfBHqARUDvSbX1Au7+GiqBCq31bYM8x5L+xzcCC/EH9Bql1HL8reCT3dr/XF4AngOe7X8OTyil1gCdQFrgzsr/gtn6a7xAKTUamHuq/Wqtu/r/fQ3wyYFFKqW+2L/9h4M8DxGFJMhFKDzd3yL/o1Iqe8BtA7tH9uNv+doAO7BJa/2LwI39XwItAx7zGvBb/IGfgr+V/TDwJLAKf0v821rrbqVUK/5Qfwl/ONadHM79Xyb0H/sJrXXJSbd92DTnV/GH43PAfCBPa31UKTWDU3+OjgLNWmufUsoHoLV+DHisv3tk4kn3nQ84tNbfV0pN6X+OtkH2i1JqNrDvpFA/QWv9S6XUw8DTnPQrSEQ3CXIRSvcC3wV29v/vNcAdSqka/GEM8Ar+Vu2DwNeAFUqpn+MPrztOtVOtdVt/N80aYBQwW2vdq5R6BX//vOekuz8GPANM0Vq3K6VeV0o9BPThD+GANcBPlVLVQJzW+mvAMaXUXcDPgS9orU+0arXW7yqlluDv/kkD4vu3v4T/S+N9+sP0bqXU1cDz/du+ir/1n4D/F0HAPmCGUuob9Af8YPvtdwPwwEnH+hP+sYn/Ahbg76b60yCPFVFIyVorQrxff1fHz7XWXze6FiGGQoJcCCEsTs4jF0IIi5MgF0IIi5MgF0IIizPkrJXs7Gw9YcIEIw59QkdHBykpKYbWMFxWq9lq9dK2B6/Piz1jhtGVDIvlXmesV7MZ6s3Ozuall156SWt90cDbDAnyCRMmsG3bNiMOfcLGjRtZunSpoTUMl9Vqtlq9rF9KS0sLGVcZ+94cLsu9zlivZrPUe4p5GoB0rQghhOVJkAshhMVJkAshhMVJkAshhMVJkAshhMVJkAshhMVJkAshhMVJkAvRr727j3aPLCInrEeCXAjgL28fZXdNG9VuHz/+1268Pgl0YR0S5CKm+Xyau16s4FtPlZKWGEdGouLhNw7yhT+X0OnpM7o8IYZEglzErO5eL19+4h1+tXE/1y4exzRXGq5kG7ddOoP15XVc/ZvN1LV1G12mEKclQS5iUnevl1UPb+aFXbV872PT+fGKWdj6rxn9mbMn8ttPL+TAcTcrHvoPVc2dxhYrxGlIkIuY9HxZDduPtHDPyjlcf86kwEWfTzi/KJe/3HAWDe4eHnnzoEFVCjE0EuQiJj2+5QiTslNYMTd/0PvMHJPOhTNdPFVSRXevN4LVCTE8EuQi5lTWtbPtcDOrFo37QEt8oGsXj6Otu49/ldZEqDohhk+CXMScx7ccwWG3ceWCgtPe96xJWUzKTuHxrUciUJkQwQkqyJVS85VSdyil7lFKpfRvu0op9S2l1K2hLVGI0OnyeHnqnSouLnaRmeI47f2VUqxaNI6Sw83sqW2PQIVCDJ/SevgTH5RSdwO3AkuATK31M0qpUcAtQLfW+rZTPGY1sBogNzd3wbp160ZS94i53W5SU1MNrWG4rFazGet9o6qXR3Z5uHVRItMy7e+7bW7DTXi9Xspy17xve7tH87UNnZw3No7/npEQyXKHxIyv8+lYrWaz1Lts2bISrfXCD9ygtR72H3A3YAfOBVYMuO3W0z1+wYIF2mgbNmwwuoRhs1rNZqz3sgff1B/9xUbt8/k+eOPL5+nmv8455eNufOIdPesHL+rOnr4wVzh8ZnydT8dqNZulXmCbPkWmBttHvg64DbgMKFBK2ZRS31RKfRtICnKfQoTV7mNt7DjaMqRBzoGuXTSO9u4+nis9FqbqhAheUBdf1lqXACUDNt898nKECJ/Htx7GEWfjyvmDn3I4mEUTM5mck8rjW46wcuHYMFQnRPDkrBUREzp6+nhm+zE+XpxHRvLpBzkHCgx67jjawu5jbWGoUIjgSZCLmPDczmO4e/q4dvG4oPdx5fx8HHE2Ht96OISVCTFyEuQiJrz4bi0Ts1NYMH5U0PvISHZwwYxcXtxVFxjYF8IUJMhF1Ov1+th6sImPTM4e9iDnQOdMyabB3cO+eneIqhNi5CTIRdQrrWqh0+NlSWHWiPe1pDAbgLf2N454X0KEigS5iHpv7fOH7pmTRh7kYzOTKRiVxFv7G0a8LyFCRYJcRL239jcyIy+NUUOYkj8USwqz2HygSS4HJ0xDglxEte5eLyVHmkPSrRKwpDCb1q5eymvkNERhDhLkIqq9c7gZT5+PJZNDF+Rn9X8pSPeKMAsJchHV3trfiN2mOGNCZsj2mZuWSOHoFBnwFKYhQS6i2lv7G5hdkI4zMT6k+11SmM3Wg030en0h3a8QwZAgF1HL3dNHaVVrSPvHA5YUZtHp8VJa1RryfQsxXBLkImq9faiJPp8+ce53KAVOZdwk/eTCBCTIRdTatL8Rh902omn5gxmV4mBGXpr0kwtTkCAXUeut/Q3MH59BYrz99HcOwpLCLLYdbqa71xuW/QsxVBLkIiq1dHp491hbWLpVApZMzsLT5+OdI81hO4YQQyFBLqLS5gNNaE1YBjoDzpiQid2m2CTdK8JgEuQiKm3a30Cyw87sgoywHcOZGM/sgnTpJxeGkyAXUemt/Y2cMSETR1x43+JLCrPYebQFd09fWI8jxIeRIBdRp9Hdw956d0hWOzydsyZl0+fTlByWfnJhHAlyEXVKq/2TdOaNC1+3SsDssekAlFW1hP1YQgxGglxEnbKqVpSCmWPSwn6stMR4JmWnyAxPYSgJchF1SqtamZSdEvL1VQZTXJBOWbUEuTCOBLmIOruqW8N6tspAxfnp1LR2c7y9J2LHFOJkEuQiqtS3dVPb1k1xfnrEjhn40tglrXJhEAlyEVUCXRzFBZEL8plj0lAK6ScXhpEgF1GltKoVm4IZeeEf6AxISYijcHQqZdVy5oowhgS5iCpl1a1MzkklJSEuosednZ8uLXJhGAlyETW01pRWtVKcH7mBzoDignTq23uoa+uO+LGFkCAXUaOurYcGdw+zI9g/HhA4prTKhREkyEXUKO2fXTkrgmesBMzIS8emZIanMIYEuYgaZdWt2G0qogOdAUkOO1NynDIxSBhCglxEjdKqVqbkpJLkCM8VgU4nMMNTa23I8UXskiAXUUFrTVl1qyH94wGzC9JpcHuoaZUBTxFZEuQiKhxr7aapw0NxBKfmDxSYTSoDniLSJMhFVAgMMkZyav5A0/PSsNuUTAwSESdBLqJCaVUrcTZFkctpWA2J8Xam5jqlRS4iToJcRIWy6lamuZwkxhsz0BkwO18GPEXkBRXkSqn5Sqk7lFL3KKVS+rd9USn1faXU90JbohAfLjCj08iBzoDignRaOnupau4yuhQRQ1QwLQel1N3ArcASIFNr/Uz/dgfwgNb6hlM8ZjWwGiA3N3fBunXrRlL3iLndblJTUw2tYbisVnOk6j3e6eObr3fxmZkOlo4N/mIScxtuwuv1Upa7Juh9HGz1cvumbr40N4EzXJFZ78Vq7wuwXs1mqXfZsmUlWuuFH7hBaz3sP+BuwA6cC6zo35YI/AIYf7rHL1iwQBttw4YNRpcwbFarOVL1/nPnMT3+ln/q0qMtI9vRy+fp5r/OGdEuunv79OTv/Evf+Xz5yGoZBqu9L7S2Xs1mqRfYpk+RqcH2ka8DbgMuAwqUUjbgSaAHuCDIfQoRlLLqVuLtiqku41tMCXF2prmccuaKiKigfvtprUuAkgGbLxt5OUIMX3lNG1NynCTEGTvQGTAjL4315fVorVFKGV2OiAFy1oqwvIraNoryjDvtcKAiVxpNHR6Ou+UaniIyJMiFpTV1eKhr62G6K/ILZQ0m8KVSUdNucCUiVkiQC0urqG0DMF2LHN6rTYhwkyAXlhZo9RaZqEWemeIgNy1BWuQiYiTIhaVV1LaRnepgtDPB6FLep8iVRnmtBLmIDAlyYWkVte2mao0HFOU52VffTq/XZ3QpIgZIkAvL8vo0e2rbDV0oazDTXWn0ejUHGzqMLkXEAAlyYVmHGjvo6fNRZMCl3U4nMPhaXiMDniL8JMiFZb030Gm+Fvmk7FTi7YoK6ScXESBBLiyrorYNu00xOcf4qfkDOeJsFI5OpUJa5CICJMiFZZXXtDMpO8XwNcgHMz0vTVrkIiIkyIVl+afmm69/PKDI5aSmtZuWTo/RpYgoJ0EuLKm923/xBjP2jwdM669NWuUi3CTIhSVV1pl3oDNgev+vBeknF+EmQS4sqTxwxoqJu1ZynAmMSo6XFrkIOwlyYUkVtW04E+MYk55odCmDUkrJVH0RERLkwpIqatqZ7koz/YUbivKcVNa24/UN/9q4QgyVBLmwHK21f40VEy1dO5jprjS6er0caeo0uhQRxSTIheVUNXfh7ukz5WJZAwW+bPbI2uQijCTIheUEBg+t0CKfkuPEpt4bnBUiHCTIheUETueblmv+IE9y2JmQnSJXCxJhJUEuLKeitp3xWcmkJMQZXcqQTHfJVH0RXhLkwnLKa9tMPRFooCKXk8ONnXT09BldiohSEuTCUrp7vRxq6GCaBQY6AwKTlqRVLsJFglxYyt46Nz4N0y3WIof3lhUQItQkyIWl7OkPw6kWCvL8jCSSHXb2SItchIkEubCUyrp2HHE2xmcmG13KkNlsiqm5TglyETYS5MJSKmrbmZKTSpzdWm/dablO6VoRYWOtT4OIeZW17ZY4f3ygqS4njR0ejrf3GF2KiEIS5MIyWjt7qW3rPnHBBiuRAU8RThLkwjKsONAZMDU3sOaKBLkIPQlyYRmBhaes2LUy2plAVopDglyEhQS5sIw9de04E+PIM/HFJD7M1FzniV8VQoSSBLmwjMpaN9Nynaa/mMRgprn8Z6745CITIsQkyIUl+C8m0WbJgc6AaS4nnR4v1S1dRpcioowEubCEurYe2rr7LB/kIGuuiNCTIBeWUGHhgc6AKTmpgJyCKEIvqCBXSs1XSt2hlLpHKZXSv22lUmpjSKsTol8g/KZaOMidifHkZyRJi1yEnNJ6+AMvSqm7gVuBJUCm1vqZ/u33aa1vGuQxq4HVALm5uQvWrVsXdNGh4Ha7SU1NNbSG4bJazaGs9+HSHt5t9HLfsvCtsTK34Sa8Xi9luWvCdox7S7pp7PJxx0dC9zys9r4A69VslnqXLVtWorVeOHD7SC6xMqxvAK31WmAtwMKFC/XSpUtHcOiR27hxI0bXMFxWqzmU9f687A2KxzlYunRxSPZ3SuszaGlpCetrvKW7godfP8CSj5yLIy40PZtWe1+A9Wo2e73BvpPWAbcBlwEFSimbUup8YJ5S6vOhKk4IAK9Ps7fOben+8YAil5M+n+ZgQ4fRpYgoElSLXGtdApQM2Pxq/58QIXW4sYOePp+lz1gJODFVv649Kp6PMAc5a0WYXmCgMxqCr3B0KnE2dWK5ASFCQYJcmN6eWjdKwZQc6we5I87GxOwU9tS6jS5FRBEJcmF6e+raGJ+ZTJLDbnQpITHN5WRPnbTIRehIkAvT21PbbunzxwealuvkaFMXHT19RpciooQEuTC17l4vhxo7T1yYIRpMk4tMiBCTIBemtv+4G69PW/JiEoORIBehJkEuTC1wIYZoOIc8YOyoZJLi7TJVX4SMBLkwtT117TjsNiZkpxhdSsjYbIqpualytSARMhLkwtTKa9qZnJNKvD263qpFrjQqatsJZq0jIQaKrk+HiDoVNW1Mz0szuoyQm57npKnDw/H2HqNLEVFAglyYVqO7h/r2HqbnRU//eEBR/5dTuXSviBCQIBemFRgMLHJFYYu8/zmV18jEIDFyEuTCtAIhF40t8vTkeMakJ1IhQS5CQIJcmFZ5TTujnQlkpSYYXUpYFOWlySmIIiQkyIVpVdRG50BnQJHLyb56Nz19XqNLERYnQS5MqdfrY2+dm+lRNKNzoOl5afT5NPvr5SITYmQkyIUpHWzowOP1URSF/eMBgb5/GfAUIyVBLkzpvYHO6O1amZCVgiPORoVcZEKMkAS5MKXymnbi7YpJ2cZfuTxc4uw2puU6ZcBTjJgEuTClito2Juc4Q3alebMqcjmla0WMWHR/SoRlVdS0R/VAZ0BRXhoNbpmqL0ZGglyYTnOHh9q27qge6AwIDHhKP7kYCQlyYTrltdE/0BkgU/VFKEiQC9Mpr4neNVYGGpXiwJWWSEWNDHiK4EmQC9OpqGkjOzWB0c7onJo/UFGeU1ZBFCMiQS5Mp6K2PSoXyhpMkSuNffXtePp8RpciLEqCXJhKn9fHnrp2imLgjJWA6XlOer2aAw1uo0sRFiVBLkzlUGMHnj5fTAx0BgSeq/STi2BJkAtT2R1DA50BE7NTcNhtcuaKCJoEuTCVipo24myKyTnROzV/oHi7jSm5qTLgKYImQS5MpaK2nck5qVE/NX+gIleaXC1IBC22Pi3C9Mpr2mJqoDNgep6T+vYeGt0yVV8MnwS5MI1Gdw81rd3MGBM7/eMBM/oHPN89Jq1yMXwS5MI0yqpbASjOzzC4ksibmZ8OvPcaCDEcEuTCNMqq/CE2Kz/2WuTpSfFMzE6htKrF6FKEBUmQC9MorW5l0ugUnInxRpdiiOL89BNfZkIMhwS5MI2yqlZm93cxxKLZBekca+2WtcnFsEmQC1Oob+umtq2b4oLY6x8PKO7/Etsl/eRimOKCeZBSaj5wBZAMfF9r3aGUuhnwAVprfX8IazzhZy9WUNfWg90GNqVQSmG3QZzNht2miLMp/3/tNhLibDjsNuLtioR4O0nxdpIcdpId/n9Xtfuoae0iPSmepHg7SqlwlCyGKDDIN7sgdlvkM/PTUQpKq1pZVpRjdDkxr7vXS1t3L21dvexr8RK/r4FOj5dOTx/dvV56+nx4+nz09Pno9fr/+nwar1f7/+vTeLXG59P4tManwac1d105m3h7aNvQQQU5sAq4FVgCLAeeAcZqrb+mlLr3VA9QSq0GVgPk5uaycePGYR/0tbIuajs0GvpfFNBa4wO8Pv//9vb/DcX3/vMqAHYFKfGK9ARFxkl/2ckKV7INV4qNNAeGh73b7Q7qdTPKcOp9dq8HBTTu28nGQ8a8znNbWvB6vYa+xnnJig079zMnrnrIj7Ha+wKMr7mjV1PX4aO2U3O800dzj6alW9Pao2np0bT3aj6wGOXmLR+6T5vyZ4ld+f/t/1Mn/q0ApWDDxmYc9tC+x4MNcoDB4vKU27XWa4G1AAsXLtRLly4d9gGH+hCtNR6v/9uy16vp6fPS5fHS6fHS3ev/7+Z3djJ20lRau3pp7eqlpdNDfVsP9e09VLZ301Djwet776mkJsRRmJPKnIJ05o7NYO7YDCZmp0Q03Ddu3Egwr5tRhlPvHw+9zZTcTi76f+eFt6gPsz6DlpYWQ1/jM+t28Oa+hmHVYLX3BUS25trWbnYcbWb70RZ2Hm1hb52bxg7P++6TleJgtDOBsa5EFjgTyEpxkJYUT1pSPOlJ8Ryq3M2ZC+ef+GWf5LD7f/X3//J32G3YbMY19IIN8nXAbfi7Vg4qpWzAEaXUTcCh0JQWPKUUCXF2EuLsg97HdyyOpYvGDXq716c51tLFgYYODh53c6ixk4raNp4qqeKPmw4D/lPGzp6cxUeLcllWlENmiiPkzyUWaK0prWrlvKmjjS7FcMUF6fx9ezV1bd3kpiUaXY4ldXr6eHNvA6+U1/Na5XFq27oBiLcrZuSlsXxGLpNGpzAhK4VJo1MYm5n8oVkBsLG5kkUTMyNRflCCCnKtdQlQMmDzKbtUrMpuU4zNTGZsZvL7Asbr0+yrd7PjaDPvHG5hw556ni+rxaZgwfhRXDjTxZXzCxgloT5ktW3dNLh7Yrp/PCDwGpRWtbJ8hgT5UHX3evlXaQ3Pl9Xw5r4Gevp8OBPiOHfqaBZOGMXcsRnMGJN22sC2qpF0rcQku00xzeVkmsvJ1WeMw+fT7DrWyvryel7eXccd/yrn7pf2cOmcMXzqrPHMjuGzMIaqtP/c6WIJcmbkpWNTUFbVwvIZuUaXY3pHmzr58+bDPLntKC2dvRSMSmLVonEsn5HLGRMyY2bxNQnyEbLZFLMLMphdkMHNy6dSXtPGnzcf5unt1fytpIo5YzO48fzJnF+UY/hgqVntqm7FblMn1huJZUkOO1NznZTKKYgfald1K/e+XMmre+qxKcXy6bl86qzxnFWYFZOfMwnyEJuel8aPLy/mlouLePqdan7/n4N87tFtLCnM4rsfm87MMdLqHKi0qpWpuU4S46PzZ+9wFeen82pFPVrrmAylD1PT2sXdL+3h6e3VjEp28JVlk1m1eBx56UlGl2YoCfIwSUuM59NLJnDt4nE8vuUI962v5ONr3uTK+QV844JpuNKl/xP8A51l1a0sny7dCAGzC9L5a0kVx1q7yc+I7YAKcPf08ZvX9vPwGwfwafjfcwv54rJC0mJ0OYeBJMjDLN5u49NLJrBiXj4PbdjHH/5ziJd21fLjK4r5xJwxRpdnuOqWLpo6PNI/fpLA7NayqhYJcuCdI83c+MR2qpq7uHTOGL514TTGZiYbXZapxMZIgAmkJ8XznUum8/LN5zLV5eTGJ7bzzb/upKOnz+jSDBVYJErOWHlPkctJnE2dGASOVV6f5qEN+/jkrzcB8NcbzmLNqnkS4qcgLfIIG5+VwpOrz+T+V/by4IZ9lBxu5oFV85gVo4tFlVa3Em/3nwkk/BLj7UxzOWN6bfLa1m6+9uQONh1o5OOz8/jJFcXSjfIhpEVugDi7ja9fMI3Hrl9Mh6ePK375Fk+VVBldliHKqlopckXv+b3Bml2QTmlVK1oPcb2JKFJyuIlLHniDHUdb+NmVs1mzap6E+GlIkBtoSWE2L3z1XBZOGMXX/7qTh18/YHRJEeWf0dki/eOnUJyfQWtXL0ebuowuJaI2VNRz3W+3kJYYx3Nf+QgrzxgrZ+4MgQS5wTJTHPz+s2dwSbGLHz9fzp0vlMdMK+xIUydt3X0xvQb5YE7M8KyOnSsGPb29is//cRuTc1L52xeWMDkn1eiSLEOC3AQS4uysWTWf6xaP4zevHeCWp0rp8w5cei36yIzOwU3NdeKw22JmwPORNw/ytSd3csaETJ74/JlkpyYYXZKlyGCnSdhtijtWzCIrNYEHXtlLW1cfD147j7gQr1tsJiWHm0mK989kFO/niLMxMz+Ndw43G11K2N2/fi/3rq/kopku7rtmrkwMC0L0poQFKaW4eflUvvex6bz4bi3f/8euqO5m2XKwiQXjR4V8kf1osWhiJjurWujyeI0uJWz+tPkw966v5Ir5+Tx03XwJ8SDJJ8iErj9nEl9aVsgTW49y3/q9RpcTFq2dvVTUtrHYxEuDGu3MiVn0ejXbj0Rnq/zFXbX83z928dGiHH525WzsBq7nbXUS5Cb1jQumcdWCAu5/ZS+PbTlsdDkht/VQE1pj6jWejbZgwihsCjYfbDK6lJCrbPZy47rtzB2bwYPXzo/qLsRIkD5yk1JKcecVxTS6e/j+M7vITk0gmoZ/thxoxBFnY85YWeZ3MGmJ8cwYk8aWA41GlxJSlXXt3FfSTcGoFB759BkkOaQ7ZaTka9DE4u02HrpuPsUFGdz4xHb2t0RPX+mWg03MG5shfaKnsXhiFtuPttDdGx3/39e3d/Pp323FYVc8+tlFclWtEJEgN7lkRxy//8wZjHYm8NCOHpoGXGvQitq6e3n3WCuLJ2UZXYrpLZ6YiafPx86j1j+fvM/r48YnttPc6eFrCxJkzZQQkiC3gMwUB7+6bgFtPZqbntyBz2ftM1lKDjXj03Cm9I+f1qKJmSjl/wVjdfe8XMnmA0385PJixqfJL7FQkiC3iOKCdK6b7uD1yuM8uGGf0eWMyOYDjcTbFfPGjTK6FNPLSHYwLdfJloPW7idfv7uOX27cz6pF47hifoHR5UQdCXILWTo2jsvn5XPv+kre3NtgdDlB23ywiTkFGTLINURnTsqi5HAznj5rzvY92tTJzX/Zwcwxafzg0hlGlxOVJMgtRCnFjy+fxZScVG5ct52aVustqOTu6WNXdSuLJ0m3ylAtnphJd6+PMguuu9Ld6+ULj5WggV9dt0AGt8NEgtxikh1x/PK6BfT0ernxie14LdZfXnK4Ga9Ps3iiDHQOVeBc+80HrNdPfufz5eyqbuOelXMZlyWDm+EiQW5Bk3NS+dGKWbx9qJmH37DW0rdbDjRitykWjJf+8aHKSk1gSk6q5QY839h7nEc3HeazZ09g+Qy5Jms4SZBb1OXz8rlopot7/l1JRW2b0eUM2ZaDTRTnp5OSIHPRhgvGVugAAAwGSURBVGPxpExKDjVZZlXM1q5evvnXUgpHp3DLRUVGlxP1JMgtKtBfnpYUx81P7rTEQFiXx0tpVYv0jwdh8cQsOjxedh2zxpf27c++y3F3D/eslNUMI0GC3MKyUhP4yeXF7K5pY82r5l9c650jzfR6NWdK//iwBb78rDBd/8Vdtfx9ezVfWjZZlmCIEAlyi7tgpourFhTwy4372WHy2X9bDjRiU7BwgvSPD1eOM5FJ2Smm7ydvcPfw3afLmJWfxlfOn2x0OTFDgjwK/N+lM3ClJXLzkztMvXb15oNNzByTjlMupBuUxZMyeftgk2nPVNJa852/l9He08c9K+fKOvMRJK90FEhLjOfuq2ZzoKGD+9ZXGl3OKbV197LjSAtnFUq3SrDOKsymvaePHUfNuT75c6U1/Ht3HV9fPlWu+hRhEuRRYsnkbFYtGsvDbxygzITXeXy1vB6P18eFM+U0tGAtnTYah93GC2W1RpfyAc0dHm5/9l3mFKRz/TmTjC4n5kiQR5FvXzyd7NQEvvVUKb0mO03t+bIactMSmDdW+seDlZYYz0emZPPCrlrTXQLwR//cTWtXLz+VK/0YQoI8iqQnxfOjFbMor2lj7evmmSjk7uljY+VxLp6Vh00+5CNy8SwX1S1dlJroV9drlcf5+/ZqvrC0kOl5aUaXE5MkyKPMhTNdXDzLxf2v7GX/cbfR5QCwoaIeT5+Pi2e5jC7F8pbPyCXOpnh+V43RpQDQ0dPHd/5eRuHoFL4sZ6kYRoI8Ct1+2UwS42zc+lSZKdYuf2FXDdmpCSycIBOBRioj2cGSydm8UGaO7pWf/3sPx1q7uOvK2STEycQfo0iQR6EcZyLf+9gMth5q4vGtRwytpcvjZUPFcS6alSt9pyFyySwXR5o62V1j7CzP7Uea+cNbh/jvM8fLl7TBJMij1CcXFnD25CzueqHC0OVuX6usp6vXyyWz8gyrIdpcMNOF3aYMPXvF0+fjlqdKcaUl8s0LpxlWh/CTII9SSinuvHw2vT4f33t6l2E/w58vqyUzxXFiKVYxcpkpDs6clMnzZTWG/f/6y437qKxz85PLi2WClwkMO8iVUvOVUncope5RSqWctH2lUmpjSKsTIzIuK5lvXDCNVyrqea408oNjHq/mlfI6LpyZS5zM8gupi2flcaChg8q6yA9o76lt56EN+1gxdwzLinIifnzxQWq43+hKqbuBW4ElQKbW+pmTbrtPa33TII9bDawGyM3NXbBu3bqgiw4Ft9tNamqqoTUMVzA1+7TmR5u7aejy8ZOPJON0RK6f+q3DbtaWK76+IIHi0eZftnZuw014vV7KctcYXcpptfZobtrQyScK41me54nYe9mnNXds7uZ4p4+fnBP8+8lqnz+z1Lts2bISrfXCgdtP++lSSi0FvnzSpvHAsH/Paa3XAmsBFi5cqJcuXTrcXYTUxo0bMbqG4Qq25jHT2/j4A2/yavMo7r16bugLG8TaB14iPUlxwxXnW2PdjfUZtLS0WOZ98fihTZS7PVye6ohYzY+8eZADrbu5/5q5XDo3P+j9WO3zZ/Z6T/vp0lpv1FpfFfgDbgBuAy4D1iulblBK2ZRS5wPzlFKfD2/JYriKXGl8cWkhT2+vZsOe+ogcs6fPy/b6PpbPyLVGiFvQJcV5VNa5OeaOzCzeI42d/PylPZxflMMn5oyJyDHF0Az7E6a1LtFaf19r/XWttVtr/WuttU9r/arW+jyt9cPhKFSMzJfOn8zknFS++/cy2rt7w368N/c20NUHlxTLJKBwuah/gtXW2r6wH8vn09z6dCl2m+KOFbNQSk4lNRNpKsWIhDg7d105m9q2bm57dndYj6W15jevHyAjQXH25OywHiuW5aYlcs6UbF490kunJ7xh/uimQ/xnXyPfvriIMRlJYT2WGD4J8hiyYPwovrxsMk+9U8VzO4+F7TibDjSy9WATH5sUL7P9wuzGj06hzQOPbQ7fxK+K2jbufKGCjxblcN3icWE7jgieBHmMufGjU5g3LoPvPF1GVXNnyPevtea+9XvJcSZwXoH5z1SxujMmZDIzy8ZvXt8fllZ5d6+XG5/YTlpiPHddNVu6VExKgjzGxNlt3H/1PLSGm5/cGfKrzQRa419cWojDLh/6SFgx2UGD2xOWVvlPX6igss7NL1bOITs1IeT7F6EhQR6DxmUl88PLZrL1UBO/2rgvZPvVWnPfy3vJTUvgmkXyEzxSpoyyc86UbH79Wmhb5Rsq6vnDW4f4n7Mnct7U0SHbrwg9CfIYdfm8fC6dM4Z71+9l+5HQXDps0/5Gth5q4otLJ5MYL33jkfTVj06hscPDnzcfDsn+jrf38M2/7aTI5eRbF8laKmYnQR6jlPKfRuZKS+SGP5dwtGlk/eWBvnFXWiJXnzE2RFWKoVo4IZNzpmTzm9cOjLhV3unpY/WfttHe3ccDq+bJl7IFSJDHsPSkeH73mTPo8nj51O+20uDuCXpfJ1rjywrlg2+Qm/7fyFvlnj4fN/z5HXYebeGBVfPkIsoWIUEe46a5nPz+s4uobe3m07/bGtRkoS6Pl5++WIErLZGVC6U1bpQF4zP7+8oPBLV0sdenufkvO3i98jg/vWI2F86UyVxWIUEuWDB+FL/6r/nsqW3n+ke30d3rHfJjuzxePvfo25RVt/J/l86Q1rjBvnPJdHr7fFyzdjPHWoYe5lprbnv2Xf5ZWsOtFxexUrrHLEWCXACwdFoOv1g5h62Hmvjy49uH1M/a6enjf/7wNpsPNHLPyjlcUiwXjzDa9Lw0/vi5RTS5PVyzdjPVQwhzr0/zs5f28KfNh/nfcyfxv+cVRqBSEUoS5OKEy+bmc/snZrK+vI7zf/4a/9hRPeiFCwIhvuVgI/esnMvl8woiXK0YzLxxo/jT9Ytp7vRwzdpNHzrxa8uBRi5d8ya/2rifqxeO5dsXF0WwUhEqEuTifT511gT+dsNZjHYm8NV1O7jq15sorWoB/LP89h9388be43z292+z9WAT9149lxXzgl/OVITH3LEZ/Plzi2np7OWatZt5eXcdFbVtJ8ZAqlu6+NLj73D12s20dHpYs2oeP72yWGZuWpTMoRYfsHBCJv/40tn8raSKn71UwWUP/YfMZAeNHZ4T97HbFPdePZfLRrAmtQivOWMzeOz6xfz3I1v5/B+3ndjuTIyjp8+Hwn/++Q3nFZLkkLENK5MgF6dksylWnjGWi4pd/PaNgxxv7yY/I4n8UUmMSU9i0uhURjtlyrbZzS7I4I1blrGv3s2xli6qm7tODIKuPq+QfFnJMCpIkIsPlZYYz83LpxpdhhiBtMR45o8bxfxxo4wuRYSJ9JELIYTFSZALIYTFSZALIYTFSZALIYTFSZALIYTFSZALIYTFSZALIYTFSZALIYTFqcEWRQrrQZU6DoTmmlTBywYaDK5huKxWs9XqBak5UqxWsxnqbQDQWl808AZDgtwMlFLbtNYLja5jOKxWs9XqBak5UqxWs9nrla4VIYSwOAlyIYSwuFgO8rVGFxAEq9VstXpBao4Uq9Vs6npjto9cCCGiRSy3yIUQIipIkAshhMXF3IUllFIzgQuBicDtwMfwnyOaorX+oZG1DUYpdQ6wBJgCfAs4E5gHpAO3aBP2jymlpgLfAZ7RWj+jlLoE89c8H7gCSAa+r7XuMLikQZ38+gIezP/anvwefhX/58+09cIHsmIbJs6JmGuRa63fBeqAAqAXmKu1/gWAUirDyNoGo7V+Q2t9F3AIyACWa61/DOwC5hhZ22C01pXAH07aZPqagVXAbfjDcbmxpXy4Aa+v6V/bAe/hT5q9XvhAVpg6J6K+Ra6UWgp8+aRND2qtH1NKtQDjTtpumlbBqWoGxgAHtdYHzHil80FqtiLTvA+ijVLqWuAgkGV0LUN1UlZcH9hkZD2DibmzVpRSFwGzgULgB/h/OmUDyVrrHxlZ22CUUiuB/wFeBJ4GZgJz8f80/bYZf5oqpVzA94Ak4IdYo+YFwAr8XSs/0Fq7DS5pUANe39eBfMz92p78Hm7G5PXCB7LiLUycEzEX5EIIEW1iro9cCCGijQS5EEJYnAS5EEJYnAS5EEJYnAS5EEJYnAS5EEJY3P8HP1o3YjAbrygAAAAASUVORK5CYII=\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" @@ -389,21 +389,7 @@ "cell_type": "code", "execution_count": 16, "metadata": {}, - "outputs": [ - { - "data": { - "application/pdf": "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\n", - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD0CAYAAACPUQ0CAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3dd3iUVd7/8fdJIYEECKEEBUJoARQBSaiBkIAUUSEglt1FEKVJB11ZXXVx26OLgiBFUUBBJagsCFhQNEASmoS2SC8GROlFgnTO7w/gefyxICmT3DN3Pq/rmkudmfue79fJ9cmdM2fOMdZaRETEPfycLkBERDxLwS4i4jIKdhERl1Gwi4i4jIJdRMRlFOwiIi4T4HQBZcqUsVFRUbk+/tSpU4SEhHiuIAe5qRdwVz9u6gXUjzfLbi8ZGRmHrbVlr/eY48EeFRXF6tWrc3384sWLSUhI8FxBDnJTL+CuftzUC6gfb5bdXowxmTd6LN+GYowxTY0x/Ywx1fLrNURE5L+ZnHzz1BgTDTwLzAX2AF2AYsDzQGug7ZWnvmCtPWqMGQB8YK09ds15+gB9ACIiImKSk5Nz3UBWVhahoaG5Pt6buKkXcFc/buoF1I83y24viYmJGdba2Os+aK3N0Q1IAJKAUVweyokHkq7zvIHAYKDsb50vJibG5kVKSkqejvcmburFWnf146ZerFU/3iy7vQCr7Q1yNa9j7De83LfWjs/juUVEJBdyFOzGmPJAV6AoMB0YyeWhmL94vDIREcmVHAW7tXY/l4dYrlri2XJERCSv9AUlERGX8dlgt9byz882s+P4xasf1oqICF7wBaXc2nP0F2au3MPJsxeY90M6PZpGcU/dWwgO9He6NBERR/nsFXvl0iGseLY13W8rwulzF3nyo/XEvfQNoxZu4acTp50uT0TEMT4b7AAhQQG0igzky2HxvN+rMQ0ql2LS4p00fzmFgR+sISPzmIZpRKTQ8dmhmF8zxhBXvQxx1cuw9+gvzFiRSfKqPSzY8BN1K5akZ1wU99xxK0UCfPr3mIhItrgu6SqFF+PZDrVZ/kxr/pZUh1NnLzBs1nriXv6G17/eztFT55wuUUQkX7niiv16QoICeKRJZf7QKJLUHYeZkrabV7/axviUHXRpUIHH4qpQI6K402WKiHica4P9Kj8/Q8vosrSMLsv2AyeZmr6bf6/Zx8xVe4mPLkuv5lVoUaMMxhinSxUR8QjXDcX8lhoRxfmfLnVZ/kxrnmobzeaffqb71FXcPTaVj1bv5eyFi06XKCKSZ4Uq2K8KDynCwFY1SBuRyL+61sVa+OPHG2j+cgoTUnZw/BeNw4uI73L9UMxvCQrw58HYSjwQU5HU7Yd5K3UXoxZuZULKDh6MrcTjzatQKbyY02WKiORIoQ72q4wxxEeXJT66LJt/+pm3lu7ivRWZzFiRyT133EKf+KrUqVDS6TJFRLJFwX6N2reUYPRD9XmqXU2mpe9m5qq9zFv/I82rl6Ffy2rEVS+tD1pFxKsVyjH27Lg1rCh/vuc2lj3TihHta7H1wEm6TVlJx/HpLNjwIxcv6RutIuKdFOw3USI4kCcSqpE2IpGXutxB1tkLDPxgLa1eXcz7KzM5c14zaUTEuyjYsykowJ+HG0WyaHhL3ujWgLCigfx5zkZa/CuFN5bs5OSZ806XKCICaIw9x/z9DO3r3EK728uzbOcRJi3eyUufb2Fiyg66N42iZ1wUpUODnC5TRAoxBXsu/XrhsfV7jzNp8U4mLN7BlLTd/K5RJH3iq1K+ZLDTZYpIIaRg94B6lcJ445EYdhw8ycTFO3l3+fe8tyKT+2Mq8kTLakSW1lx4ESk4GmP3oOrlijP6wfosfiqBB2IrMjvjBxJfXcywWevYcTDL6fJEpJBQsOeDSuHF+EfnO0gdkUjPZlF8sXE/bcYsYcAHa9iy/2enyxMRl1Ow56OIEsE8d+9tpI1IpF/LaizecpD2r6XSZ/pqNu474XR5IuJSGmMvAKVDgxjRvhZ946syNf17pqXv5stNB2hdqxxD7qpB3YphTpcoIi6iK/YCFFasCMPbRJP+p1Y82Saa1ZnH6Dg+nZ7TVrFu73GnyxMRl9AVuwNKBAcyqHUNHo2LYvryTN5K3UXShHTuKONPyarHuDOylNMliogP0xW7g4oHBzIgsTppI1rxdPua7D5xkc4Tl/HotFWs1xW8iOSSrti9QGhQAP0TqlP1wl52BVRi8tJddJqQTqta5RiqMXgRySFdsXuR4ABD/4TLV/B/bFeTjCtj8L3eXc2mHzVNUkSyR8HuhUKDAq4M0STyZJtoVu4+QodxqQx4fw3bD5x0ujwR8XIKdi9W/MqHrGkjWjG4VXWWbDtE29eWMjR5LbsPn3K6PBHxUvka7MaYj4wxWgkrj0oWDWR425qkPp1I3/hqLPzuAHeNXsKIjzew7/hpp8sTES+Tow9PjTHRwLPAXGAP0AUoBjwPtAbaXnnqC0ADYJXHKhVKhRThT3fX4vHmVZi4eAfvr9jDnLX7+H3jSPonVqNccf0OFREw1uZsizdjTAIQBsQBzwDNgHBr7dxrnvcw0BCYbK3des1jfYA+ABERETHJycm5rZ+srCxCQ0Nzfbw3yWkvR05fYt7O86Tuu0CAH7SJDKRD1UBCAr1jT9bC/N54O/XjvbLbS2JiYoa1Nva6D1prc3QDEoAkYBTgD8QDSTk9z9VbTEyMzYuUlJQ8He9NctvL7kNZdvDMNTbqTwtsnb98Ycd/s92eOnves8Xlgt4b76V+vFd2ewFW2xvkao7G2I0x5YGuwH3AAmAk0AlYlJPziGdFlQlh7MN38tngFjSuEs6ohVuJ/9di3l32PWcvaE9WkcImR2Ps1tr9wMBf3bXEs+VIXtS+pQRv92hIRuZRXv5iK3+Z9x1vpe7iybbRdKpXAT8/7xiiEZH8pemOLhRTOZxZfZrwTs+GlAgOZNis9XQYl0rKloNXh9NExMUU7C5ljCGhZjkWDGrO2Ifr88u5i/R851semryCNXuOOV2eiOQjBbvL+fkZOtWvwKLhLflrp9vZdSiLLhOX0W9GBjsPabs+ETfSImCFRJEAP7o3jeL+BhV5O3U3k5fu5KvNB3i4YSWG3FVDc+BFXERX7IVMSFAAQ+6qwZKnE+nWOJJZ3+6l5b8WM/qrbWSdveB0eSLiAQr2QqpMaBAvdqrDouEtaVW7HOO+3k7CqMW8tyKTCxcvOV2eiOSBgr2QiyoTwoTfN2BO/2ZULRPCc3M30u61pXy16YBm0Ij4KAW7AHBnZClm9W3C5EdisEDv6at5aPIKNvygnZxEfI2CXf6XMYa2t5dn4dB4/p5Uh50Hs+g4Pp2hyWu1iqSID1Gwy38J9PejW5PKLP5jAgMSq/H5xv0kvrKYl7/Ywskz550uT0RuQsEuN1Q8OJA/tqvFN08lcM8dtzBp8U59wCriAxTsclMVwooy5qH6zBsYR7VyoTw3dyMdxqWydNshp0sTketQsEu21a0Yxqw+TXijWwPOnL9E96mreHTaKnYc1D6sIt5EwS45YoyhfZ1b+Gp4PH/uUJuMzGO0ey2Vv3yykWOnzjldnoigYJdcCgrwp3d8VRY/lcDvG0UyY0UmCa8sZlr6bs5r/F3EUQp2yZPSoUH8LakOnw+J544KJXlx/ibuHpvK4q0HnS5NpNBSsItH1CxfnBmPN+Lt7rFcuHiJR6d9y+iMM1pBUsQBCnbxGGMMd90WwZfDWvJsh1psO3qR9q8t5R+fbuJnzX8XKTBatlc8rkiAH33iqxFxeg/pJ8N5O203c9bu4+l2tegaU1Fb9InkM12xS74pGWT4V9d6fDIgjsjwYjw9ewNJE9O1g5NIPlOwS76rWzGM2U80Y8xD9dh/4gxdJi7jyQ/Xc/DkGadLE3ElBbsUCGMMne+syDdPJdC3ZVXmrd9Hq1eW8HbqLk2PFPEwBbsUqNCgAJ65uzZfDI0npnIp/v7pZu4em0r6jsNOlybiGgp2cUS1sqG807Mhb3eP5dyFS/zh7ZUMeH8NP2p5YJE8U7CLY/5vemQ8w9tEs2jzAVq/uoQJKTs4e+Gi0+WJ+CwFuzguONCfwa1rsGh4S1rUKMOohVtp/5pWjxTJLQW7eI1K4cWY3D2Wd3o2BKD71FX0fz+Dn05oeEYkJxTs4nUSapbji6EteLJNNF9vPkjrV5fwxpKdnLug2TMi2aFgF68UFODPoCvDM82qleGlz7fQYVwqy3cecbo0Ea+nYBevVim8GG/3iGVKj1jOnL/I795awbBZ6zh08qzTpYl4LQW7+ITWtSP4alhLBiZWZ8GGH2n96mJmrMjk4iXrdGkiXkfBLj6jaBF/nmpXky+GxlOnQkmen7uRLhPT2bjvhNOliXiVfAt2Y0xXY8z9xpiw/HoNKZyqlQ3l/V6NGftwffYdP0PH8WmMnPcdJ7U0sAgAxtrs/ylrjIkGngXmAnuALkAx4HmgNdD2ylNfAJ4BvgHWW2t/vOY8fYA+ABERETHJycm5biArK4vQ0NBcH+9N3NQLFEw/p85bZm8/R8qeC5QMMvyhdhFiI/wxxrNLA+u98W5u6ie7vSQmJmZYa2Ov+6C1Nkc3IAFIAkZxeT33eCDpOs/rCXQG4n7rfDExMTYvUlJS8nS8N3FTL9YWbD9rMo/au19baiuPWGAfnbrS7jlyyqPn13vj3dzUT3Z7AVbbG+RqXodibni5b62dZq2dY61Nz+NriNzUnZGlmDcwjufuqc3K3UdpM2YJby7ZqZUjpVDKUbAbY8oDXYH7gAXASKATsMjjlYnkUIC/H71aVGXR8JY0r16W//l8Cx3Hp7Nu73GnSxMpUDnaGs9aux8Y+Ku7lni2HJG8uzWsKG91j2Hhdwf4y7yNdJ6YTvcmlXmqXU2KBwc6XZ5IvtN0R3ElYwzt65Rn0fCWdG9SmekrMmkzeikLv9vvdGki+U7BLq5WPDiQFzvVYU7/OMKKBdJ3Rgb9ZmRw4GdtyyfupWCXQqF+pTDmD2rO0+1rkrL1IHe9uoT3VmRySd9cFRdSsEuhEejvR/+E6iwcGk/dSiV5bu5GHnxzOTsOZjldmohHKdil0IkqE8J7jzfmlQfqseNQFh3GpvL619u1LLC4hoJdCiVjDF1jKvLVsJa0q1OeV7/axn2vp7F2zzGnSxPJMwW7FGpliwfx+u/uZEqPWH4+c54uk5bx1/mb+OXcBadLE8k1BbsIl5cF/nJYPN0aV2Zq+m7avbaU9B2HnS5LJFcU7CJXFA8O5G9Jdfiwb1MC/fz4w9srGfHxBk6c1qqR4lsU7CLXaFQlnM+GtOCJhGp8vOYH2oxeQsYBDc2I71Cwi1xHcKA/I9rX4pMBcZQODeL1tWcZ+MEajmRpSz7xfgp2kd9Qp0JJ5g2Mo0uNQBZ+t582Y5Yyf/2PV5emFvFKCnaRmwj096NjtSJ8OrgFlUoVZdDMtfR7L4ODJ7UsgXgnBbtINkVHFGf2E8145u5apGw9RJvRS/n3mh909S5eR8EukgMB/n70bVmNz4e0oHq5UIZ/uJ7e01drUTHxKgp2kVyoVjaUD/s25bl7apO6/TBtRi9hdoau3sU7KNhFcsnfz9CrRVU+H9KC6IjiPPnRenq9q6t3cZ6CXSSPqpYNZVbfpjx/722k77x89T5nra7exTkKdhEP8PczPN68Cp8NbkGNiOIMm7WevjMyOHRS896l4CnYRTyo6pWx9z93qM3ibYdoO2YJ89f/6HRZUsgo2EU8zN/P0Du+Kp8NbkFk6RAGzVzLgPfXcPTUOadLk0JCwS6ST6qXC2V2v6b8sV1Nvty0n7ZjlvDVpgNOlyWFgIJdJB8F+PsxILE68wY2p2zxYHpPX81TH63n5zNaMVLyj4JdpADUvqUEnwyIY1Cr6sxZu4/2Y5aStl3rvUv+ULCLFJAiAX482bYms59oRtEi/nSbspKR877j9LmLTpcmLqNgFylg9SuF8engFjwWV4V3ln3PPeNSWbf3uNNliYso2EUcEBzozwv33cYHvRpz5vxF7p+0jNFfbeP8xUtOlyYuoGAXcVCz6mX4Ylg8SfUrMO7r7XSZuIwdB086XZb4OAW7iMNKBAfy6oP1eKNbDPuOn+aecWlMS9/NpUtakkByR8Eu4iXa1ynPF0NbEFe9DC/O30T3qav46cRpp8sSH6RgF/Ei5YoHM6VHLP/sfAcZmcdoN2Yp87QkgeSQgl3Eyxhj+H3jSD4f0oKqZUMZPHMtQ5PXcuK0vtQk2ZNvwW6M6WuM6WaMqZdfryHiZlFlQvi4X1OG3RXN/A0/0WFsKit2HXG6LPEBJidrRhtjooFngbnAHqALUAx4HmgNtL3y1BeAB4BSwCxr7e5rztMH6AMQERERk5ycnOsGsrKyCA0NzfXx3sRNvYC7+nG6l53HLzJ5w1kO/mLpUCWQzjUCCfAzuT6f0/14mpv6yW4viYmJGdba2Os+aK3N0Q1IAJKAUUAAEA8kXed5A4HfAc1/63wxMTE2L1JSUvJ0vDdxUy/Wuqsfb+gl68x5O+Lj9bbyiAW2w9ildvuBk7k+lzf040lu6ie7vQCr7Q1yNa9DMTe83LfWjrfWzrTWpuXxNUQECAkK4KX76/LmIzH8ePw0976eynsrMrVTk/yXHAW7MaY80BW4D1gAjAQ6AYs8XpmIXFe728uzcGg8DaPCeW7uRnpPX82RLO3UJP8nICdPttbu5/IQy1VLPFuOiGRHuRLBvNuzEdOWfc/Ln2+h/dhUXnmgHi2jyzpdmngBTXcU8VF+V/ZZnTsgjrCigfSYuoq/zt/E2QtaLbKwU7CL+Ljbbi3B/EHN6d60MlPTd5M0QevNFHYKdhEXCA7056+d6jClRywHfj7Dva+n8f5KfbBaWCnYRVykde0IvhjSgoZR4fx5zkb6zsjgmDbRLnQU7CIuc/WD1efuqU3K1oPcrW+sFjoKdhEX8vMz9GpRlTn94yhaxJ/fvbWC0V9u5YI28igUFOwiLlanQkkWDGpO1wYVGffNDh6avIIfjv3idFmSzxTsIi4XEhTAqAfqMfbh+mzdf5K7x6by7f4LTpcl+UjBLlJIdKpfgc8Gt6Ba2VAmrDvLs3P+w5nzmvPuRgp2kUIksnQxPurXlA5VAvlg5R46jU9n2wHNeXcbBbtIIRPo78eDNYsw/bFGHDl1lo7j00hetUdz3l1EwS5SSMVHl+WzIS2IrRzOn/79HwbOXMvPZ7RLkxso2EUKsXLFg5n+WCOebl+TLzbu595xaWz44bjTZUkeKdhFCjk/P0P/hOrM6tOECxcvcf+kZUxL362hGR+mYBcRAGKjwvl0cAtaRpflxfmb6DMjg+O/aDkCX6RgF5H/VSqkCG91j+X5e29j8daD3DMujYzMY06XJTmkYBeR/48xl9d5/7hfM/z84KE3l/PW0l0amvEhCnYRua56lcJYMKgFd9WO4B+fbabXu6u1UqSPULCLyA2VLBrIpG4NGHnfbSzdfoh7xqVqaMYHKNhF5DcZY3g0rgqzn2iGv7/hoTeXM3npTg3NeDEFu4hkS92Kl4dmWtcuxz8/20Lv6Rmc+EVfaPJGCnYRybaSRQN5o1vM/82aeT2V9Xv1hSZvo2AXkRy5Omvmw35NsRa6vrGMd5d9r6EZL6JgF5FcaRBZigWDmtOiRln+Mu87Bn6wlpNaa8YrKNhFJNdKhRTh7e6xjGhfi883/kSn8els2f+z02UVegp2EckTPz/DEwnV+KB3E06evUDShHRmZ/zgdFmFmoJdRDyiSdXSfDq4OfUrhfHkR+t55t8btEOTQxTsIuIx5YoH897jjRmQWI2Zq/Zy/6Rl7DmizbMLmoJdRDwqwN+PP7arxZQesew9+gv3vp7K15sPOF1WoaJgF5F80bp2BJ8ObkGl8GI8/u5qRi3cwsVLmhJZEBTsIpJvKoUXY/YTzXi4YSUmpOzkkSkrOZx11umyXM+jwW6MqW+MGWmMedgY09MYU92T5xcR3xMc6M9L99flX13rkpF5jHvHpbFmjxYSy083DXZjTLQx5h1jTJIxpoEx5u/GmNHGmBBjTEdjzPgrt3Br7TpgP1AC+BiIze8GRMQ3PBhbiX/3b0aRAD8eenM5M5br26r5xWTnf6wxJgEIA+KAZ4BmQLi1du41z6sCPAWkA0FAmrV2+3XO1wfoAxARERGTnJyc6waysrIIDQ3N9fHexE29gLv6cVMv4Gw/p85bJm84y/pDF2l2awA9bi9CkL/J0znd9P5kt5fExMQMa+31L56ttTe9AQlAEjAK8AfigaTsHHuzW0xMjM2LlJSUPB3vTdzUi7Xu6sdNvVjrfD8XL16yYxdts1F/WmDbjVlidx/KytP5nO7Hk7LbC7Da3iBXszMUUx7oCtwHLABGAp2ARTf/3SMi8t/8/AyDW9dg2qMN2f/zGe4bn6YpkR5002C31u631g601j5urV1irX3eWvuktTarIAoUEfdKqFmO+QObE3llSuSYr7ZxSVMi80zTHUXEUVenRHaNqcjYr7fz+LvfagOPPFKwi4jjggP9GdW1Ln9PqkPajsPcNz6NzT9plcjcUrCLiFcwxtCtSWWS+zTl7IWLdJ6Yzifr9jldlk9SsIuIV4mpXIr5g5pTt0IYQ5LX8fcFm7hw8ZLTZfkUBbuIeJ1yxYN5v3djHm0Wxdtpu+k+dRVHtBRBtinYRcQrBfr7MbLj7bzyQD1WZx6j4/h0/vPDCafL8gkKdhHxal1jKjK7XzMA7n9jmXZnygYFu4h4vTsqlmTewDhiIkvx5EfreXH+d5zXuPsNKdhFxCeUDg1ixuONeCyuCtPSv+eRKSs17n4DCnYR8RkB/n68cN9tjH6wHmv2HKfj+HQ27tO4+7UU7CLic7o0qMjH/ZpyyVrun7SM5T9ecLokr6JgFxGfVLdiGPMHNadepTDe3HCWf362WVvvXaFgFxGfVSY0iPd7NaZVZACTl+6i5ztaZwYU7CLi4wL9/eh+WxD/0+UOlu88TKcJaWw/cNLpshylYBcRV/hdo0hm9m5C1tmLdJ64jK82Fd713RXsIuIasVHhzB8UR9WyIfSZsZrx32wvlPuqKthFxFVuKVmUD/s2pWO9W3nly20MmrmW0+cuOl1WgQpwugAREU8LDvTntYfqU/uWErz8xRZ2Hz7F5O6xVAgr6nRpBUJX7CLiSsYY+rWsxtQeDdlz5Bc6vp7Gt98fdbqsAqFgFxFXS6xVjjkD4ihRNJDfv7WCWd/ucbqkfKdgFxHXq14ulLn942hcpTQjZv+Hv8539+YdCnYRKRRKFgvknZ4NebRZFFPTd/PYu6s5cdqdX2ZSsItIoRFwZfOOl658manzxHR2HcpyuiyPU7CLSKHzcKNI3nu8Mcd/OU/ShHTSth92uiSPUrCLSKHUuGppPhkQxy0li9Jj2ipmLP/e6ZI8RsEuIoVWpfBifPxEU1pGl+X5T77jhU82uuJDVQW7iBRqxYMDeat7LH3iqzJ9eSaPTvP9FSIV7CJS6Pn7GZ7tUJtRXeuycvcRn/9QVcEuInLFA7GV+KB3E46fPk/nictYtsM3P1RVsIuI/ErDqHDm9o+jXPEguk9dxcxVvvdNVQW7iMg1IksXY3b/ZsRVL8Mz//4Pf1uwyae23VOwi4hcR4ngQKb0iOXRZlFMSdtN7+mryTrrG5tmezTYjTH1jTEjjTFNjTH9jDHVPHl+EZGCdPWbqn9LqsOSbYfoOmkZ+46fdrqsm7ppsBtjoo0x7xhjkowxDYwxfzfGjDbGhBhjOhpjxl+5hVtr1wH7rbXLAX+gcKyRKSKu9kiTyrzTsyH7jp2m0/h01u897nRJv8lkZ9soY0wCEAbEAc8AzYBwa+3ca55XBXgKOAAcB2Zaaw9d53x9gD4AERERMcnJybluICsri9DQ0Fwf703c1Au4qx839QLqJ7f2ZV1iTMYZfj5r6V03iIblPb9XUXZ7SUxMzLDWxl73QWvtTW9AApAEjOLylXg8kJSdY292i4mJsXmRkpKSp+O9iZt6sdZd/bipF2vVT14cOnnGdp6QZiuPWGDHf7PdXrp0yaPnz24vwGp7g1zNzlBMeaArcB+wABgJdAIW3fx3j4iIu5QJDeKD3k3oWO9WRi3cytMfb+DcBe9ahuCmf0dYa/cDA39115L8K0dExPsFB/oz9uH6RJUJYdzX2/nh2Gne6BZDyWKBTpcGaLqjiEiuGGMY3iaaMQ/VIyPzGJ0npZN55JTTZQEKdhGRPOl8Z0Xe69WYo6fOkTQh3Ss2zFawi4jkUaMq4czpH0dYsSL84a2VfLJun6P1KNhFRDygSpkQ5vRvRv3IMIYkr2P8N9uvzioscAp2EREPCStWhBmPNyKp/q288uU2RszewHkHNu7w/Ox6EZFCLCjAnzEP1ScyvBjjvtnBTyfOMOEPDSgRXHAzZnTFLiLiYcYYhretyaiudVm+8wgPTFpeoGvMKNhFRPLJA7GVePexRvx4/DRJE9LZuO9Egbyugl1EJB/FVS/D7P7NKOLvx4NvLufrzQfy/TUV7CIi+Sw6ojhz+jejatkQek9fzYzl3+fr6ynYRUQKQLkSwczq05TEmuV4/pPv+Odnm7mUT7syKdhFRApISFAAk7vH0r1pZSYv3cXAmWvyZcs9TXcUESlA/n6GFzveTmR4MU6cPo+/n/H4ayjYRUQKmDGGXi2q5tv5NRQjIuIyCnYREZdRsIuIuIyCXUTEZRTsIiIuo2AXEXEZBbuIiMso2EVEXMY4tXXT/xZgzCEgMw+nKAMc9lA5TnNTL+CuftzUC6gfb5bdXipba8te7wHHgz2vjDGrrbWxTtfhCW7qBdzVj5t6AfXjzTzRi4ZiRERcRsEuIuIybgj2yU4X4EFu6gXc1Y+begH1483y3IvPj7GLiMj/zw1X7CIi8isKdhERl/G5jTaMMVWAHkAWcIjLcz5DrLV/dbSwXDLGtATuBJKAD4FSQElghPWxcTJjzH1AUyAMOMDl98iX35u7gUZAaSADH/1ZM8ZEA88Cc4FzXP55KwmMAIYBlwBrrR3rWJE5cE0/P17595HW2nXGmB740Pt0TS8XgDpAVWAA8Hty2YsvXrH3BY5e+ff61tpXAYwxYc6VlHvW2iXA68BmoIa19tI0HYcAAAEuSURBVB/ARqCeo4XlzmkgHCgGhPn6ewO0B0YBW4GhvtqPtXYb8M6V/2xzzc9YJWvta0CUM9Xl3K/7sdau4nIoXuVTmXBNLwustS8BZ4Ei5KEXXwz2YOBr4D9cvsoF8Kkr2+tIAuY5XYQH1AQGAtOAhCv3+fJ78zrQH6j1q/t8uZ/f4ra+fLIfY8wQYL619tSv7s5xLz43FMPl327dgUBgpDHmSQBr7XEni8qjdlz+S8QYY57l8p/JM5wtKVcOA89xuf7XXPDeBF3550F8uB9jTHmgK1AUWHrNz9geY8xQ4HvnKsyZX/djjDkGtAVuN8ZkAut86X26ppd6XL6IMMaYb8lDL5ruKCLiMr44FCMiIr9BwS4i4jIKdhERl1Gwi4i4jIJdRMRlFOwiIi7z/wC+ZYDPoU+RJQAAAABJRU5ErkJggg==\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots()\n", "r = list(range(60, 120))\n", @@ -416,21 +402,7 @@ "cell_type": "code", "execution_count": 17, "metadata": {}, - "outputs": [ - { - "data": { - "application/pdf": "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\n", - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAADzCAYAAACSVD26AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nO3deXhU5d3G8e8z2ZMJgexsYQsg+zZhCYqJ4F5QERFRRLRFFLQudeOtlba+VmtdUFxARFyqsaLSvlTq2iCLLAmLoMi+yx62JCQhyfP+EbQUiYEwmTOZ3J/ryhXJHM7c83O45+TMmXOMtRYREQkcLqcDiIiId6nYRUQCjIpdRCTAqNhFRAKMil1EJMAEOx0AID4+3jZv3tzpGF5RUFBAVFSU0zEcpzlU0Bw0gx94ew65ubn7rLUJp7rNL4q9efPm5OTkOB3DK7Kzs8nIyHA6huM0hwqag2bwA2/PwRizpbLbtCtGRCTAqNhFRAKMil1EJMCo2EVEAoyKXUQkwKjYRUQCjIpdRCTA+MVx7NX19KdriQgJIiYihPqRITSIDCU26j9fQS7jdEQREZ+rtcVeVm55OXsDJWXlp7zdZSA2KoykemEk1wsnKSacRjHhNIyJoHGDCJrGRpJcL1zlLyIBp9YWe5DLsObRSzh6rIxDR49xsPAYBwpLyCsoYX9+Cfvyi9l7pJg9R4rZeaiIZdsOkldQ8l/rCAkyNGkQSUpsJM3jImmZ4KZFfBStEt00ignHGJW+iNQ+tbbYAYwxRIYGExkaTMOYiCqXLzpWxvcHj7Lj4FG2HzjK1rxCtuYVsmV/AblbDpBfXPrjspGhQbRKcNMmKZq2yRXf2zesR0J0mApfRPxarS72MxUeEkTLBDctE9w/uc1ay978YjbuLWDD3nzW7c5n/Z585q7by/tLt/+4XFxUKO0b1aN9o3p0bBRD5yYxpMRGquxFxG/UqWL/OcYYEqPDSYwOp3fLuP+67WBhCd/tOsLqnYdZvfMw33x/mGnzNnGsrOJ6sTERIXRuEkPXpvUJOlhK54ISYqNCnXgYIiIq9tNRPzKU3i3j/qvwS0rLWbv7CCt3HOLr7QdZse0QL2ZvoKzc8uzST2kRH0X3lAakNW+Ap3kDWiW4tVUvIj6hYq+m0GAXHRvH0LFxDNf1TAGgsKSUN2fNwcY1J3fLAbLX7PlxN05sVCg9m8fSq2UsfVrF0SYxGpeOyBGRGqBi96LI0GDaxgaRcX4roGK//aZ9BSzZnMeiTXks2pjHv77ZBVTsq+/dKo6+reI5NzWelLhIJ6OLSABRsdcgY8yPb9Zem1axVb8tr5CFG/fz1cb9LFi/n39+vROAZnGRnNc6nvNaJ9A3NR53mP7XiEj1qD18rGlsJE1jI7nG0xRrLRv2FjBv3V7mrd/HB0t38NbCrYQEGTzNYrngnEQyz0mkVUKU9s+LyGlTsTvIGENqopvURDc39W1BSWk5OVvymLNmL9lr9vK/H63mfz9aTbO4SPqfk8SA9omkNY8lJEin+BGRyqnY/UhosIv0VvGkt4rnocvasePgUb74bg+fr97NW4u2MG3+JmIiQuh/TiIXdUjm/DYJRIQGOR1bRPxMjRa7MeY9YIS1tqgm7ydQNa4fwYjezRjRuxkFxaXMXbeXT77dzeer9/DBsh1EhASR0TaBSzom079dkvbLiwhwhsVujGkDjAdmAluBwUAk8DDQH7jo+KK/A7oDi72WtI6LCgvmko4NuaRjQ46VlbN4Ux6zV+3k4292M3vVLsKCXWS2TeQXXRrS/5wkbcmL1GHGWntmf8GYDKA+0Bd4CEgHYq21M09abhiQBkyx1q45xXpGA6MBkpKSemRlZVUnv9/Jz8/H7f7pKQtqSrm1rDtQzuJdpeTsLuNQsSUsCLolBtG7YTAd44MIduB4eV/PwV9pDprBD7w9h8zMzFxrredUt51tsT94/PtPiv1MeDwem5OTU92/7leys7PJyMhw5L7Lyi2LNu3n/1bsZPaqnRwsPEaDyBAu79yQq7o1oXtKfZ8dXePkHPyJ5qAZ/MDbczDGVFrsZ7orJhkYAkQAbwATqNgV88hZZhQvCHKZH998/f2gDsxdt5eZy79nRu523lq4leZxkQzu3oTB3RvTpIE+ECUSqM6o2K21u4BxJ/xojnfjiLeEBrvo3y6J/u2SOFJ0jNmrdvHh0h08/elanv50Lemt4hjqacolHZMJD9H+eJFAosMo6oDo8BCGepoy1NOUbXmFfLhsBzNyt3PXu8uJ/nswV3RtxLC0FDo2jnE6qoh4gYq9jmkaG8md/VszLjOVRZvy+FvONt7LqdhV0+n4Cc2u6NqIKB06KVJr6SOMdZTLZejTKo5nru3K4vED+P2gDhwrK2f8hyvp9djn/M+HK/lu12GnY4pINWizTIiJDGFkenNu7NOMpVsP8vairczI3c5fF20lrXkDRvRpziUdkgkN1naASG2gYpcfGWPo0awBPZo14LeXt6s4mmbRFu58ZxmJ0WEM75XC8F4pJEaHOx1VRH6Gil1OqUFUKL/q15Jbzm3BnHV7eX3BZp79bB0v/Hs9Azs3YlTfFnRqojdbRfyRil1+lstlyGybSGbbRDbtK+D1BZt5L2cbHyzbQc/msdx8bgsubJ9EkK4GJeI3tNNUTluL+CgmDOrAV+P789vLK84+OeatXC54Kps3v9rM0ZIypyOKCCp2qYZ64SH88ryWzLkvgxeGd6d+ZCgP//0b0h//nGc+XUteQYnTEUXqNO2KkWoLDnJxeeeGXNYpmZwtB5g8ZwMTP1/H5C830Lehi9QuhTp1gYgDVOxy1owxpDWPJa15LOv3HGHynI18sHQ7GU9mM6hrI27PSCU1UWf3E/EVFbt4VWpiNE9e04Xe7v2sKk0ia/E2Ply2g0s7JjM2M5UOjXQkjUhNU7FLjYiLcPFIRgfGZaby2vzNvL5gMx+t3MWAdonc2b81nZvUdzqiSMDSm6dSo+LcYfzm4rbMe/AC7rmwDUs2H2DQpPmMem0xK7YddDqeSEBSsYtPxESEcGf/1sx7IJP7Lm7Lsm0HueKF+dw8fQkrtx9yOp5IQFGxi09Fh4cwNjOVeQ9cwH0Xt2Xp1gMMnDSP0W/ksHqnTjom4g0qdnGEOyyYsZmpzL0/k7sHtOGrjfu5dOJc7nhnGRv35jsdT6RWU7GLo6LDQ/j1gNbMu/8Cxma24rNvd3PhM1/y4Ptfs/PQUafjidRKKnbxCzGRIdx38Tl8eX8mI3o34/2l2zn/yWwe+2g1Bwv1SVaRM+HVYjfGdDXGTDDG9DHGjDHGtPLm+iXwJUSHMWFQB764N4OBnRvxytyN9Pvzv3l5zgaKjulcNCKnw1hrf34BY9oA44GZwFZgMBAJPAz0By46vujvrLV5xpgx1tqXjTFjgbettQcqWe9oYDRAUlJSj6ysLG88Hsfl5+fjdutTlt6aw7Yj5cxYW8KKvWXEhhsGtw4hvVEwLlM7ziap54Nm8ANvzyEzMzPXWus51W1VFjuAMSYDqA/0BR4C0oFYa+3Mk5ZrAfwG2A0cBN6x1u6tav0ej8fm5ORUmaM2yM7OJiMjw+kYjvP2HBZu3M+fPlrNiu2HaNewHv9zWTvObR3vtfXXFD0fNIMfeHsOxphKi706nzyt9JXAWrsJGFuNdYr8rN4t4/jw9r7MWrmTP//rO254dRGZbRMYf1k7WidFOx1PxK9UuY/dGJMMDAEGArOACcAVwGc1mkzkJC6XYVCXRnx2z/k8dOk55Gw+wCUT5/K7v6/SqYJFTlDlFru1dhcw7oQfzam5OCJVCw8J4tbzWzGkRxOe/Wwdby3cwsxlO/j1gDbc2KcZIUE62EvqNv0LkForzh3GH6/syOxf96NL0/r8cda3XPLsl8xZW+XbOiIBTcUutV7b5GjeuLknU2/0UFpuGTltMb98PYet+wudjibiCBW7BARjDAPaJ/HJ3f144JJzWLBhHwOemcNTn6zRtVilzlGxS0AJCw7itoxWfHFvBpd2TOb5L9Yz4Ok5fPzNLk7n0F6RQKBil4CUHBPOxGHdyBrdG3dYMLe+mcuo6UvYsr/A6WgiNU7FLgGtd8s4Zt15Lr+9vB1LNuVx4TNfMvGzdTo9gQQ0FbsEvJAgF788ryWf35vBRe2TeOaztVw2cS7z1+9zOppIjVCxS52RHBPOpOHdeePmnpRZy/VTF3FX1jL25Rc7HU3Eq1TsUuf0a5PAx3f1484LUvnnyp30f2oO7y7ZqjdXJWCo2KVOCg8J4p6L2jL71+fRNimaB95fybApC3X1JgkIKnap01ITo8ka3ZvHB3fi252HuWTiXF7493qOlZU7HU2k2lTsUue5XIZhPVP4/J7zGdAukSc/XsOgSfNZuf2Q09FEqkXFLnJcYr1wXry+B5NH9GB/fjFXvDCPP81erUMjpdZRsYuc5OIOyXx6z/kM9TRl8pyNXPbcXHK35DkdS+S0qdhFTiEmIoTHr+7MW7f0ovhYOUNe/oo//N+3Ou+M1AoqdpGfcW7reD65ux839GrGtPmbuHTilyzZrK138W8qdpEqRIUF88crO/L2r3pRWm4ZOvkrHp31rfa9i99SsYucpvRW8Xx8Vz+u75XC1HmbuPy5uSzfdtDpWCI/4dViN8b0McaMMcb8jzFmlDEm1ZvrF3FaVFgwj17ZiTdv6UlhSRlXv7SApz9Zo+Pexa+czsWs2xhjphtjrjTGdDfGPGqMedoYE2WMGWSMmXT8K9Za+xUQBJQCMwBPTT8AESec1zqBf93Vjyu6NuK5L9Zz1YvzWbf7iNOxRAAwp3N+DGNMBlAf6As8BKQDsdbamSctN46KF4sDVFwoe561dl0l6xwNjAZISkrqkZWVVf1H4Ufy8/Nxu91Ox3BcXZpD7u5Spq8qpqgMhrYJpX+zYFzGAHVrDpXRDCp4ew6ZmZm51tpTbjwHV2N9lb4SWGsnnfZKrJ0CTAHweDw2IyOjGlH8T3Z2NoHyWM5GXZpDBnDjZcU88P7X/PW7PWwprcdfrulCckx4nZpDZTSDCr6cw+nsikkGhgADgVnABOAK4LMaTSZSiyREh/HqSA+PXdWJ3C0HuGTil8xeudPpWFJHVbnFbq3dBYw74Udzai6OSO1ljGF4rxR6t4zl7neXc9tfl3Je42DS+pQSFVadX45FqkeHO4p4WcsENzNuS2dcZirzdpRy+XNzWaHDIsWHVOwiNSAkyMVvLm7Lgz3DKSkt5+qXFvDynA2Ul+tiHlLzVOwiNahtbBCzf92Pizok8fjs77hx2mL2HC5yOpYEOBW7SA2LiQzhheHdeXxwJ3K25HHpxLlkr9njdCwJYCp2ER8wpuJiHrPuOJeE6DBuem0Jj320mpJSfWJVvE/FLuJDqYnRzBzblxG9mzHly40MnfwV2/IKnY4lAUbFLuJj4SFB/PHKjrx0fXc27Mnnsufm8q9VOuZdvEfFLuKQSzs15J93nkeL+CjGvLWUCf/4RrtmxCtU7CIOSomL5L0xfRjVtznTF2zmmpcXaNeMnDUVu4jDwoKDeGRgB16+oTsb9xXwi+fn8fnq3U7HklpMxS7iJy7p2JBZd5xLkwYR3PJ6Dk/86ztKdZ53qQYVu4gfaRYXxfu3pXNdzxReyt7AiFcXs/dIsdOxpJZRsYv4mfCQIP40uBN/uaYLS7ce4BfPzyVHF9CWM6BiF/FTQ3o0YebYvkSEBDFsykKmz9/E6VwYR0TFLuLH2jWsx9/HnUtG20Qm/N+33PXucgpLSp2OJX5OxS7i52IiQpgyogf3XdyWf6z4nsEvLmDL/gKnY4kfU7GL1AIul2FsZiqvj+rJzkNFDHx+Hv/WicSkEip2kVqkX5sEZt1xLo0bRHLz9CW88O/12u8uP6FiF6llmsZG8sFt6Qzq0ognP17D7X9dSkGx9rvLf3j1QozGmD5AF8ACBcBKa+0Kb96HiEBEaBDPXtuVjo1i+NPs1WzcW8ArN3pIiYt0Opr4AVPVr3HGmDbAeGAmsBUYDEQCDwP9gYuOL/o7a22eMWYs4AYM8K61dlMl6x0NjAZISkrqkZWVdfaPxg/k5+fjdrudjuE4zaGCL+bwzb4yXlxRcVWm27uE0yE+qEbv70zpuVDB23PIzMzMtdZ6TnVblcUOYIzJAOoDfYGHgHQg1lo786TlxlGxeycGWA9ss9bOq2r9Ho/H5uTkVJmjNsjOziYjI8PpGI7THCr4ag5b9hfwqzdyWL8nn99e3p5RfZtjjKnx+z0dei5U8PYcjDGVFnt1dsVU+kpgrZ1UjfWJyFlqFhfFB7f35e53l/OHWd+yZtcR/nBlB8KC/WvrXXyjyjdPjTHJwBBgIDALmABcAXxWo8lE5Iy4w4KZfEMP7rgglXdztnHD1EXsy9d5ZuqiKrfYrbW7gHEn/GhOzcURkbPhchnuvagtbZKi+c17K7hi0nymjvTQrmE9p6OJD+lwR5EANLBLI94b04fS8nKufmkBn3yzy+lI4kMqdpEA1blJff4x7lxaJ7q59a1cpny5QR9mqiNU7CIBLKleOFmj+3BZp4Y89tF3PPD+17quah3g1Q8oiYj/iQgN4vlh3WiV4Oa5z9exNa+Ql2/oQf3IUKejSQ3RFrtIHeByGe65sA3PXtuVpVsOctWLC9i0T2eIDFQqdpE65Mpujfnrr3px6OgxrnpxPos36cpMgUjFLlLHpDWP5cPb04mNCuWGqYuYuWyH05HEy1TsInVQs7goPrgtnW4p9bnr3eU89/k6HTETQFTsInVU/chQ3rylF4O7NebpT9dy/4yvOVamI2YCgY6KEanDQoNdPDW0C01iI3nu83XsPFTEizd0p154iNPR5Cxoi12kjjOm4oiZJ4d0ZuHG/Qx9+St2HSpyOpacBRW7iABwjacp025KY/uBo1z14ny+23XY6UhSTSp2EflRvzYJ/O3WPpRbyzUvfcWCDfucjiTVoGIXkf/SvlE9Pri9L8kx4dw0bQn/WPG905HkDKnYReQnGtePYMaYdLo2rc+d7yxj6tyNTkeSM6BiF5FTiokM4Y1benJZp2Qe/edqHvtoNeXlOta9NtDhjiJSqfCQIJ6/rjvx7m+Y8uVG9hwu4s9DuhAarG1Cf6ZiF5GfFeQy/H5QB5LqhfPkx2vIKzzGS9d3JypM9eGv9LIrIlUyxjA2M5Unru7EvHV7Gf7KQvbreqp+y6vFbozpYowZbYz5rTHmamNMfW+uX0ScdW1aCpNHePhu1xGumfwVOw4edTqSnIKp6sQ/xpg2wHhgJrAVGAxEAg8D/YGLji/6O+Ao8GugFzAFWGGtPeWxUsaY0cBogKSkpB5ZWVln+1j8Qn5+Pm632+kYjtMcKgTqHNYeKOOZ3CLCgwy/SQunsbvybcRAncGZ8vYcMjMzc621nlPdVmWxAxhjMoD6QF/gISAdiLXWzjxpOQ/QFYgD1gJ7rLXzq1q/x+OxOTk5VeaoDbKzs8nIyHA6huM0hwqBPIfVOw9z47TFHCsr57Wb0uiW0uCUywXyDM6Et+dgjKm02KuzK6bSVwJrbY61dqq19glr7YenU+oiUju1a1iP98ekExMRwvVTFzFvnT6l6i+qLHZjTDIwBBgIzAImAFcAn9VoMhHxeylxkbw3pg8psZHcPH0Js1fudDqScBrFbq3dZa0dZ629xVo7x1r7sLX2Xmttvi8Cioh/S4wO593RfejUJIaxby/lbznbnI5U5+lwRxE5azGRIbx5S0/6psZz/4yveXXeJqcj1WkqdhHxisjQYKaO9HBpx2T+OOtbnvl0rS635xB9dExEvCYsOIjnr+vGgx+sZOLn6ygoLqVvlMrd11TsIuJVwUEu/nx1Z9xhwUydt4l1TYLpd74lyGWcjlZnaFeMiHidy2V4ZGB7xma2Ys72Uu7523JKdaFsn9EWu4jUCGMM9118Dru3b2XG8u8pOlbGc9d1Iyw4yOloAU9b7CJSo37RKpRHBrbn4292M/qNXIqOlTkdKeCp2EWkxo3q24Inru7El+v2Muq1JRSWlDodKaCp2EXEJ65NS+HpoV1YtGk/N766mCNFx5yOFLBU7CLiM1d1a8Kk4d1Zvu0gI15dzKGjKveaoGIXEZ+6rFNDXrqhB998f4jrpy7kQEGJ05ECjopdRHzuwvZJTLnRw9rd+VynqzF5nYpdRByR2TaRaSPT2Ly/gOteWcjeIyp3b1Gxi4hjzm0dz7SRaWzLO8p1ryxkz5EipyMFBBW7iDgqPTWe10al8f3BowybspA9h1XuZ0vFLiKO690yjumjerLrUBHDXlG5ny0Vu4j4hZ4tYnn95p7sPlTEsCkL2a1yrzYVu4j4jbTmx8v9cBHXabdMtXm92I0x7xljwn/47u31i0hg85xQ7totUz2nczHrNsaY6caYK40x3Y0xjxpjnjbGRBljBhljJh3/ijXGDAAWAz98FxE5Y57msUy/+YR97jpa5oyY07l0lTEmA6gP9AUeAtKBWGvtzJOWGwakAYeBesAUa+2aStY5GhgNkJSU1CMrK6v6j8KP5Ofn43a7nY7hOM2hguZwdjNYk1fG07lFxIUbHuwZQb2w2nuxDm8/FzIzM3OttZ5T3VadYn/w+PefFHt1eTwem5OT441VOS47O5uMjAynYzhOc6igOZz9DBZu3M9Nry0mJTaSd37Vmzh3mPfC+ZC3nwvGmEqL/XR2xSQDQ4CBwCxgAnAF8JnXEoqIVKJ3yzimjUxja14h109dpHPLnIYqi91au8taO85ae4u1do619mFr7b3W2nxfBBQRSU+N55UbPWzcV8CIaYt0Vsgq6HBHEakVzmudwOQRPVi7K58bp+l87j9HxS4itUZm20ReuL473+w4xKjXllBQrCsxnYqKXURqlQvbJzFxWDeWbj3ALa8v4WiJrqF6MhW7iNQ6l3duyFNDu7BoUx63vpVLcanK/UQqdhGpla7q1oTHB3fiy7V7Gff2Mo6VlTsdyW+o2EWk1ro2LYXfD+rAp9/u5p6/raCsvOrP5dQFwU4HEBE5GyPTm3P0WBmPz/6OiBAXjw/ujMtVez+h6g0qdhGp9cac34rC4lKe+2I9kaHBPDKwPcbU3XJXsYtIQLj7wjYUlJTx6rxNuMOC+c3FbZ2O5BgVu4gEBGMMv728HYUlpUz693rc4cGMOb+V07EcoWIXkYBhjOHRKzuRX1yxz90dFswNvZs5HcvnVOwiElCCXIanh3ahsLiUh/++CndYMFd2a+x0LJ/S4Y4iEnBCgly8cH13erWI5d73VvDZt7udjuRTKnYRCUjhIUFMHZlGh0b1GPv2UhZu3O90JJ9RsYtIwHKHBTN9VE9SYiP55es5rNx+yOlIPqFiF5GAFhsVypu39CImIoSRry1mw97Av5SEil1EAl5yTDhv/bIXLgMjpi7i+4NHnY5Uo1TsIlIntIiPYvqonhwpKmXEq4vIC+BL7KnYRaTO6Ng4hldvSmP7gaOMmh64F+rwarEbY8YZY35hjOlrjBljjKmbH/sSEb/Vs0Usk4Z3Z9WOQ4x5K5eS0sA73a+x9udPc2mMaQOMB2YCW4HBQCTwMNAfuOj4or8DzgVCgAXHl3vbWnugkvWOBkYDJCUl9cjKyjrbx+IX8vPzcbvdTsdwnOZQQXPw3xnM3X6MV1eV0Cs5iFu7hOGq4ZOGeXsOmZmZudZaz6luq7LYAYwxGUB9oC/wEJAOxFprZ560XHfAAyQBh4B3rLV7q1q/x+OxOTk5VeaoDbKzs8nIyHA6huM0hwqag3/PYPKcDfxp9neM7NOMCYM61OgZIb09B2NMpcVenVMKVPpKYK1dCiytxjpFRHxudL+W7D1SzNR5m4h3h3FH/9ZOR/KKKovdGJMMDAEigDeACVTsinmkRpOJiNQwYwzjL2tHXkEJT326loToMIb1THE61lmrstittbuAcSf8aE7NxRER8S2Xy/DEkM7sKyhh/IcriXOHcWH7JKdjnRUd7igidV5IkIuXru9Op8YxjHt7KTmb85yOdFZU7CIiQFRYMNNuSqNR/QhueT2H9XuOOB2p2lTsIiLHxbnDeH1UT0KCXIyctoTdh4ucjlQtKnYRkROkxEUyfVQaBwtLGDltMYeLjjkd6Yyp2EVETtKxcQwv3dCD9Xvyua0WfjpVxS4icgr92iTwxNWdmb9+P/fPWEF5edUf5vQXuuapiEglru7RhJ2HjvKXT9aSHBPBg5ee43Sk06JiFxH5GWMzU9l5qIiX52ygcYMIRvRu5nSkKqnYRUR+hjGG3w/qwK5DRTzy91Uk1wv3+w8waR+7iEgVgoNcPD+8G50ax3DHO0tZvu2g05F+lopdROQ0RIYGM3VkGgnRYfzy9SVsyyt0OlKlVOwiIqcpITqM6aN6cqzMMvK1xRws9M/L66nYRUTOQKsEN6/c6GF73lFGv5FLcWmZ05F+QsUuInKGeraI5S9Du7B4cx73z/ia07lgkS/pqBgRkWoY1KUR2/IKefLjNaTERnLvRW2djvQjFbuISDXdntGKrfsLef6L9TSNjWSop6nTkQAVu4hItRljePSqjuw4eJTxH6ykSf0I0lPjnY6lfewiImcjJMjFizd0p0V8FGPeymX9nnynI3m32I0xQ4wxVxtjhhljRhljUr25fhERf1QvPIRpN6URGuxi1PTF7M8vdjRPlcVujGljjJlujLnSGNPdGPOoMeZpY0yUMWaQMWbS8a9YoBdQCLQBZgCeGs4vIuIXmsZGMnVkGnsOFzP6zVyKjjl3GKQ5ncN0jDEZQH2gL/AQkA7EWmtnnrTcKOAg0B74HphnrV1XyTpHA6MBkpKSemRlZVX/UfiR/Px83G630zEcpzlU0Bzq3gyW7CrlheXF9G4YxK2dwzDGAN6fQ2ZmZq619pQbz9V587TSVwJr7WvH//PDKldi7RRgCoDH47EZGRnViOJ/srOzCZTHcjY0hwqaQ92bQQYQmbSeJz9eQ6/2jbn7wjaAb+dQZbEbY5KBIUAE8AYwAYgEHqnRZCIitdTtGa3YtK+AiZ+vo2VCFFd0bezT+6+y2K21u4BxJ/xoTs3FERGp/YwxPHZVJ7bmFXLfjK9p0iDSp/evwx1FRGpAaLCLl2/oQcOYcG59M4d9R3133VQVu4hIDYmNCuXVkc1fmbcAAALhSURBVGmUlJbzbG4R+cWlPrlfFbuISA1KTXTzwvXd+b7AclfWcsp8cFFsFbuISA07r3UCw88J5bPVu/nzx9/V+P3pXDEiIj4woFkIxCQzec5GzkmO5qpuTWrsvrTFLiLiI48M7EDvlrE8+P5KVu04VGP3o2IXEfGRkCAXk4Z3Jy4qlFvfzK2xc8qo2EVEfCjeHcbkER725hcz7u1llJZ5/zBIFbuIiI91ahLDn67qRGqiu/JztJwFvXkqIuKAq3s04eoeNfMGqrbYRUQCjIpdRCTAqNhFRAKMil1EJMCo2EVEAoyKXUQkwKjYRUQCjIpdRCTAGGtr/tzAVYYwZi+wxekcXhIP7HM6hB/QHCpoDprBD7w9h2bW2oRT3eAXxR5IjDE51lqP0zmcpjlU0Bw0gx/4cg7aFSMiEmBU7CIiAUbF7n1TnA7gJzSHCpqDZvADn81B+9hFRAKMtthFRAKMil1EJMDoQhteYIy5EsgENgHrgK5ADPCArQP7uowxbYDxwEygBOjG8ccP3A2UA9ZaO9GxkD5w0hyaUzGD7dbaV40xI6k4jjnKWvsH51LWLGPMeUA60Br4AmhB3XwunDiHb4FofPhc0Ba7dxQAR4AQYIC19n+BVUAXR1P5iLV2LTD9+B8vPOnxN7XWPktF0QW0k+ZwgIoXufDjf+5qrX0KwBhT3/fpfMNaO9da+wSwGbimDj8XTpxDND5+LmiL3QustZ8CnxpjBgPDnc7jpwL+N5cTWWtfBzDG3GOMaXniTQ5F8hljzHAqfnuNq2SRgJ8B/GcO1tq/Hv+zz54LKnYvMMZkAL2o+LXzL8aY8VT8+vmmk7l8xRiTDAwBIoAvT3r8W40xd1Gx5RLQTpyDMSYGaAQ0BrYDy40x9wJYaw86l7JmGWOGAjcC/6LiMdfV58KPczi+68WnzwUd7igiEmC0j11EJMCo2EVEAoyKXUQkwKjYRUQCjIpdRCTAqNhFRALM/wO8e2aa5TlXggAAAABJRU5ErkJggg==\n", - "text/plain": [ - "<Figure size 432x288 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, ax = plt.subplots()\n", "sw = 256\n", @@ -455,7 +427,34 @@ "cell_type": "code", "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/pdf": "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\n", + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "application/pdf": "JVBERi0xLjQKJazcIKu6CjEgMCBvYmoKPDwgL1BhZ2VzIDIgMCBSIC9UeXBlIC9DYXRhbG9nID4+CmVuZG9iago4IDAgb2JqCjw8IC9FeHRHU3RhdGUgNCAwIFIgL0ZvbnQgMyAwIFIgL1BhdHRlcm4gNSAwIFIKL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0gL1NoYWRpbmcgNiAwIFIKL1hPYmplY3QgNyAwIFIgPj4KZW5kb2JqCjEwIDAgb2JqCjw8IC9Bbm5vdHMgWyBdIC9Db250ZW50cyA5IDAgUgovR3JvdXAgPDwgL0NTIC9EZXZpY2VSR0IgL1MgL1RyYW5zcGFyZW5jeSAvVHlwZSAvR3JvdXAgPj4KL01lZGlhQm94IFsgMCAwIDM3My4yIDI0NC42NTI1IF0gL1BhcmVudCAyIDAgUiAvUmVzb3VyY2VzIDggMCBSIC9UeXBlIC9QYWdlCj4+CmVuZG9iago5IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMTEgMCBSID4+CnN0cmVhbQp4nN2ZzY5cxw2F9/0UtXQWLhXrh8VaWnAiIDvZg2QRZGHIsmPBUqAIjl8/H3l7pm+PRjNJA25D0UDSNLuaVTyHPGTdlvTm8OwrST9+SCW94e+v6W/p7/z/fZL0Ij37+vW/f3r1+psXz9OrD4eC/e2hzZYrv/18/K32nnXUgaHsX/zjcHh3wDNLX+Dsx0MTX11yEd7Hj+rdq5+3V23mvn14W3t6jbMfDu/TmYvWerZUhUU9/et1+mt6l559VT2Wmv7MlsTDgruIDiXrKrK0TOsfBWcty5BZ++6IO9vpKIdvDy/T+9udCgF+tFOEzDtPOBXNY4v+8Bykfj08v0nP/iRJ080Ph7lya6vWLm2uZOyebr4/fDHKH9LNm/THmzjEb4iHdMuzz9bG7ux742WIPOX2UUykt1yqDRu9tnoCRcq1UKnSc+t19bk7/t54GSpPuX0UlVosK3mydBYbO1SuliuVZF3NxrD98XfGC1F5wu3jqMyeqywrc602T6jUq+VK6yOP1kXXXvV2xstQecrto6ggKdlkkCx1ryr1aqkSrnvNpZdBCW9t4PT6f4TivrM68zz3tkHwnn9L+rLga/IRQBAdrOjW0qu3IOS9LaMrpEogcgfYF+LAHBqozWbVHJESmAVih5nbaquP5m/UXJfayQMZGD40ltass4pOltiZD1B/z/aldO+r5fbXCY5V3F3Ndtyaw4Lnm+/+8su337378OXbn9798iF9/c/DS/+5AnOqWZuoHYm7e3kBbztXQdve14OsactzKPjNVuo1aBv3aZtHH/Vzo23xT61W55G30+sLiNs7C+bOvD1InRmdbFrVNefYUae9aP0NmOufYq7/t8xFRv3etIkMYGhr9iNvO8MFxJ25C+bO/T1InYiDYSxhFrVrlF37FHn6uZWd9JLpRFLllr+T4RL+9u42/s78PcwfU8ZoRCh9XkU166fos8+OPu15LUW1buk7GS6hb+9uo+/M38P0ac1wV4FR1lWGlU/y99kNK2ILmCZT8S1/J8Ml/O3dbfyd+XuYP9M8hdvZWMoJrsCf/N9MLX4BlmlD2+3jopPhAv7O3AV/5/4+4m/FhyS30lhSpdnVRpffa0KRPM4oQnqGmla2otPo8Q8ZlWcZ5EkbdaVv7rN3aIMFJvykyoVzqbSowW5ZBhfyzllAHrPPjLvLa9PMrawFIY2L3JLCu35h620uW2EuuZqOuPlxfeaPW2lz6krKbXJ4UZr2MI9cmiGeqcdTEt/bzTVTkqXPNIRrh64erjnsXFJrS6Ozus04B7lCJbVlaUyvW3AMc8+jt8HspJQzsGpYhUMzLS2/r/TWSgmzkExrLFjgnsOrEoFzV/cyTcqFFFi2J5+d6yvDtKbJRRb4+2aW3GvvA1mBxaoy4mzFsrEFs/cEAKHJS5jV4bXSkpXcJupjYW55wNi05E8hi5KKYS551SWjJ/N5EBh9dV1M7X6PXj6/j1KsbOaR1QBv+OAvWtgzzC2XwZ6JX+bq1XpYi4NAiaWljCrA49FUm+xTCtuzyTINViq7o5cVbKSQiZ2fbTVEw4YhpwV0JgUQW+4eBRHwMLUefoACGCc0SVm5cOuQzd5dc/hhqsV/nU1r2AF6e3gm0jI0sYPboaX3Vn3uhjRVDhpm5fCLLMXuDy5tbcekm8sakJAoG+AduiTs7DXFfUr1nKCTx7aD0DsKTVh14IdM3+xRBC43Ui0XWI/TDHB1yBoznZcAb2zLBUiUU2AHKOGFpwbTuj9eUiUqCn/C1GaG4mqwQ016aZa2wtxyLaPQyrgPwGQ5YtC9VYkQiXSCYtctOai3NQDQh1A+CvJzs4/cqLru4yq/KnUd23K0WSCCoDoCJLMc/SBONozZRrrDTUnFeSi6Tir4Ay0C7N02bCg6IxGoCQqAitAW9cX9M6PmvutgV86+QU/ZjVXovdinZ/Oam10z/XjygtIg8GnbrvtHrsBqvdlmFwB0ZYiBbNEPtozy9FpUlMUsh6CNEutJRyqRFMSunrzkV9hpDh2y/DEd1dVmDRCK36A9rAQubMtH/ZhCcXDyKeQb/muYRl7sM93egu3QHYbDjBg39EGmlxFtpoUdJaawEAg+A3ZUZKynpCmmWYhoeqIMi4IVarBT6JAJ1+QBSbnCzlwwEH0iMiSTJI3jsKaipmiEuKRMTuCBiqtRWb0QkXnVNd3cUIJrq1gGI+anETjyOVKFg0Mr0sDaoI+OkCe6j0z4qMV5LaQXNc5InbhQLNfeXkOpnYO+SnWhWK7DVmWzg6AipGy7PFlVg+7g3nOIoJYL/hpthB1dBiEXCse7q9lmRx1oFV48i+mumUY6eYZS1V47y5WyW1yo919rLCIhtzeuOqE7VUJrRnq18E7YyegVE1stjP0dHbKwM9VM5M1bOTRTziH+KESuA5M/HydysIznvkINao3YKWmyjyoNUmi6jBGe0p6gSrWHe0qwGWrl31IxFqGZJdz4jDR0utkDGbYtR6sQGtpF8vSfox/BoQSHiytRCUmHy6hwtIOJ0oUohikF43hSJMwhSKPXLPcbDqwqQQo1qI0U91GFDG9Qv633dujZEHNbR8Kj1lziCWn583AZuOyAF3Ymb/UNkpc755LoPd5CJL4/crMt0n9bjkqTqzRhn5CYciRyDUKNBJgeFXUCFyHedLNKx+geFJnZRqQ9yaVeUzWs1iiw8IGUVJo+vDKLkT++1p+J+VcThOPdohObO6b+JnWAQrgZdLe6332TCM5oVAnQzbN/rjCS+NzzMVJ7q/TiU2L0GxcJN49oGiiEm6nNGrhSegr3dDkXV4SZdHEzxU/rA8rQXFWLHKXyOuowPRT3h5b5li5+jl0Ls187Ajy/vNIPqx8QChhgfDFVN4i79LA2j9GJpOgWmFtYFVbEA2cQq3SpMcJM8a3IEh/bdFjzYKYLyYwYaSHs4jOXm9uiLboTCq77NFrDzES7TYfnVwifgbfrQ/nEfeT0dcu9r6dxtP86++39r7P9/ce+/b57//YjD3l4efgPGDGN7AplbmRzdHJlYW0KZW5kb2JqCjExIDAgb2JqCjIyNTgKZW5kb2JqCjE2IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMzkyID4+CnN0cmVhbQp4nD1SS24FMQjbzym4QKXwTXKeqd7u3X9bm8xUqgovA7YxlJcMqSU/6pKIM0x+9XJd4lHyvWxqZ+Yh7i42pvhYcl+6hthy0ZpisU8cyS/ItFRYoVbdo0PxhSgTDwAt4IEF4b4c//EXqMHXsIVyw3tkAmBK1G5AxkPRGUhZQRFh+5EV6KRQr2zh7yggV9SshaF0YogNlgApvqsNiZio2aCHhJWSqh3S8Yyk8FvBXYlhUFtb2wR4ZtAQ2d6RjREz7dEZcVkRaz896aNRMrVRGQ9NZ3zx3TJS89EV6KTSyN3KQ2fPQidgJOZJmOdwI+Ge20ELMfRxr5ZPbPeYKVaR8AU7ygEDvf3eko3Pe+AsjFzb7Ewn8NFppxwTrb4eYv2DP2xLm1zHK4dFFKi8KAh+10ETcXxYxfdko0R3tAHWIxPVaCUQDBLCzu0w8njGedneFbTm9ERoo0Qe1I4RPSiyxeWcFbCn/KzNsRyeDyZ7b7SPlMzMqIQV1HZ6qLbPYx3Ud577+vwBLgChGQplbmRzdHJlYW0KZW5kb2JqCjE3IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMjQ3ID4+CnN0cmVhbQp4nE1Ru21EMQzr3xRc4ADra3meC1Jd9m9DyQiQwiChLymnJRb2xksM4QdbD77kkVVDfx4/MewzLD3J5NQ/5rnJVBS+FaqbmFAXYuH9aAS8FnQvIivKB9+PZQxzzvfgoxCXYCY0YKxvSSYX1bwzZMKJoY7DQZtUGHdNFCyuFc0zyO1WN7I6syBseCUT4sYARATZF5DNYKOMsZWQxXIeqAqSBVpg1+kbUYuCK5TWCXSi1sS6zOCr5/Z2N0Mv8uCounh9DOtLsMLopXssfK5CH8z0TDt3SSO98KYTEWYPBVKZnZGVOj1ifbdA/59lK/j7yc/z/QsVKFwqCmVuZHN0cmVhbQplbmRvYmoKMTggMCBvYmoKPDwgL0ZpbHRlciAvRmxhdGVEZWNvZGUgL0xlbmd0aCA5MCA+PgpzdHJlYW0KeJxNjUESwCAIA++8Ik9QRND/dHrS/1+r1A69wE4CiRZFgvQ1aksw7rgyFWtQKZiUl8BVMFwL2u6iyv4ySUydhtN7twODsvFxg9JJ+/ZxegCr/XoG3Q/SHCJYCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwgL0JCb3ggWyAtMTAyMSAtNDYzIDE3OTQgMTIzMyBdIC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMzcKL1N1YnR5cGUgL0Zvcm0gL1R5cGUgL1hPYmplY3QgPj4Kc3RyZWFtCnic4zI0MFMwNjVVyOUyNzYCs3LALCNzIyALJItgQWTTAAFfCgoKZW5kc3RyZWFtCmVuZG9iagoyMCAwIG9iago8PCAvRmlsdGVyIC9GbGF0ZURlY29kZSAvTGVuZ3RoIDgwID4+CnN0cmVhbQp4nEWMuw3AMAhEe6ZgBH4mZp8olbN/GyBK3HBPunu4OhIyU95hhocEngwshlPxBpmjYDW4RlKNneyjsG5fdYHmelOr9fcHKk92dnE9zcsZ9AplbmRzdHJlYW0KZW5kb2JqCjIxIDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMzE3ID4+CnN0cmVhbQp4nDVSS3JDMQjbv1Nwgc6Yv32edLJq7r+thCcrsC1AQi4vWdJLftQl26XD5Fcf9yWxQj6P7ZrMUsX3FrMUzy2vR88Rty0KBFETPfgyJxUi1M/U6Dp4YZc+A68QTikWeAeTAAav4V94lE6DwDsbMt4Rk5EaECTBmkuLTUiUPUn8K+X1pJU0dH4mK3P5e3KpFGqjyQgVIFi52AekKykeJBM9iUiycr03VojekFeSx2clJhkQ3SaxTbTA49yVtISZmEIF5liA1XSzuvocTFjjsITxKmEW1YNNnjWphGa0jmNkw3j3wkyJhYbDElCbfZUJqpeP09wJI6ZHTXbtwrJbNu8hRKP5MyyUwccoJAGHTmMkCtKwgBGBOb2wir3mCzkWwIhlnZosDG1oJbt6joXA0JyzpWHG157X8/4HRVt7owplbmRzdHJlYW0KZW5kb2JqCjIyIDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMzM4ID4+CnN0cmVhbQp4nDVSOa7dQAzrfQpdIIB2zZznBal+7t+GlF8KQ7RWipqOFpVp+WUhVS2TLr/tSW2JG/L3yQqJE5JXJdqlDJFQ+TyFVL9ny7y+1pwRIEuVCpOTksclC/4Ml94uHOdjaz+PI3c9emBVjIQSAcsUE6NrWTq7w5qN/DymAT/iEXKuWLccYxVIDbpx2hXvQ/N5yBogZpiWigpdVokWfkHxoEetffdYVFgg0e0cSXCMjVCRgHaB2kgMObMWu6gv+lmUmAl07Ysi7qLAEknMnGJdOvoPPnQsqL8248uvjkr6SCtrTNp3o0lpzCKTrpdFbzdvfT24QPMuyn9ezSBBU9YoaXzQqp1jKJoZZYV3HJoMNMcch8wTPIczEpT0fSh+X0smuiiRPw4NoX9fHqOMnAZvAXPRn7aKAxfx2WGvHGCF0sWa5H1AKhN6YPr/1/h5/vwDHLaAVAplbmRzdHJlYW0KZW5kb2JqCjIzIDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMjQ4ID4+CnN0cmVhbQp4nC1ROZIDQQjL5xV6QnPT77HLkff/6QrKAYOGQyA6LXFQxk8Qlive8shVtOHvmRjBd8Gh38p1GxY5EBVI0hhUTahdvB69B3YcZgLzpDUsgxnrAz9jCjd6cXhMxtntdRk1BHvXa09mUDIrF3HJxAVTddjImcNPpowL7VzPDci5EdZlGKSblcaMhCNNIVJIoeomqTNBkASjq1GjjRzFfunLI51hVSNqDPtcS9vXcxPOGjQ7Fqs8OaVHV5zLycULKwf9vM3ARVQaqzwQEnC/20P9nOzkN97SubPF9Phec7K8MBVY8ea1G5BNtfg3L+L4PePr+fwDqKVbFgplbmRzdHJlYW0KZW5kb2JqCjI0IDAgb2JqCjw8IC9GaWx0ZXIgL0ZsYXRlRGVjb2RlIC9MZW5ndGggMjEwID4+CnN0cmVhbQp4nDVQyw1DMQi7ZwoWqBQCgWSeVr11/2tt0DthEf9CWMiUCHmpyc4p6Us+OkwPti6/sSILrXUl7MqaIJ4r76GZsrHR2OJgcBomXoAWN2DoaY0aNXThgqYulUKBxSXwmXx1e+i+Txl4ahlydgQRQ8lgCWq6Fk1YtDyfkE4B4v9+w+4t5KGS88qeG/kbnO3wO7Nu4SdqdiLRchUy1LM0xxgIE0UePHlFpnDis9Z31TQS1GYLTpYBrk4/jA4AYCJeWYDsrkQ5S9KOpZ9vvMf3D0AAU7QKZW5kc3RyZWFtCmVuZG9iagoxNCAwIG9iago8PCAvQmFzZUZvbnQgL0RlamFWdVNhbnMgL0NoYXJQcm9jcyAxNSAwIFIKL0VuY29kaW5nIDw8IC9EaWZmZXJlbmNlcyBbIDQ4IC96ZXJvIC9vbmUgL3R3byAvdGhyZWUgL2ZvdXIgL2ZpdmUgL3NpeCA1NiAvZWlnaHQgXQovVHlwZSAvRW5jb2RpbmcgPj4KL0ZpcnN0Q2hhciAwIC9Gb250QkJveCBbIC0xMDIxIC00NjMgMTc5NCAxMjMzIF0gL0ZvbnREZXNjcmlwdG9yIDEzIDAgUgovRm9udE1hdHJpeCBbIDAuMDAxIDAgMCAwLjAwMSAwIDAgXSAvTGFzdENoYXIgMjU1IC9OYW1lIC9EZWphVnVTYW5zCi9TdWJ0eXBlIC9UeXBlMyAvVHlwZSAvRm9udCAvV2lkdGhzIDEyIDAgUiA+PgplbmRvYmoKMTMgMCBvYmoKPDwgL0FzY2VudCA5MjkgL0NhcEhlaWdodCAwIC9EZXNjZW50IC0yMzYgL0ZsYWdzIDMyCi9Gb250QkJveCBbIC0xMDIxIC00NjMgMTc5NCAxMjMzIF0gL0ZvbnROYW1lIC9EZWphVnVTYW5zIC9JdGFsaWNBbmdsZSAwCi9NYXhXaWR0aCAxMzQyIC9TdGVtViAwIC9UeXBlIC9Gb250RGVzY3JpcHRvciAvWEhlaWdodCAwID4+CmVuZG9iagoxMiAwIG9iagpbIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwCjYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgNjAwIDYwMCA2MDAgMzE4IDQwMSA0NjAgODM4IDYzNgo5NTAgNzgwIDI3NSAzOTAgMzkwIDUwMCA4MzggMzE4IDM2MSAzMTggMzM3IDYzNiA2MzYgNjM2IDYzNiA2MzYgNjM2IDYzNiA2MzYKNjM2IDYzNiAzMzcgMzM3IDgzOCA4MzggODM4IDUzMSAxMDAwIDY4NCA2ODYgNjk4IDc3MCA2MzIgNTc1IDc3NSA3NTIgMjk1CjI5NSA2NTYgNTU3IDg2MyA3NDggNzg3IDYwMyA3ODcgNjk1IDYzNSA2MTEgNzMyIDY4NCA5ODkgNjg1IDYxMSA2ODUgMzkwIDMzNwozOTAgODM4IDUwMCA1MDAgNjEzIDYzNSA1NTAgNjM1IDYxNSAzNTIgNjM1IDYzNCAyNzggMjc4IDU3OSAyNzggOTc0IDYzNCA2MTIKNjM1IDYzNSA0MTEgNTIxIDM5MiA2MzQgNTkyIDgxOCA1OTIgNTkyIDUyNSA2MzYgMzM3IDYzNiA4MzggNjAwIDYzNiA2MDAgMzE4CjM1MiA1MTggMTAwMCA1MDAgNTAwIDUwMCAxMzQyIDYzNSA0MDAgMTA3MCA2MDAgNjg1IDYwMCA2MDAgMzE4IDMxOCA1MTggNTE4CjU5MCA1MDAgMTAwMCA1MDAgMTAwMCA1MjEgNDAwIDEwMjMgNjAwIDUyNSA2MTEgMzE4IDQwMSA2MzYgNjM2IDYzNiA2MzYgMzM3CjUwMCA1MDAgMTAwMCA0NzEgNjEyIDgzOCAzNjEgMTAwMCA1MDAgNTAwIDgzOCA0MDEgNDAxIDUwMCA2MzYgNjM2IDMxOCA1MDAKNDAxIDQ3MSA2MTIgOTY5IDk2OSA5NjkgNTMxIDY4NCA2ODQgNjg0IDY4NCA2ODQgNjg0IDk3NCA2OTggNjMyIDYzMiA2MzIgNjMyCjI5NSAyOTUgMjk1IDI5NSA3NzUgNzQ4IDc4NyA3ODcgNzg3IDc4NyA3ODcgODM4IDc4NyA3MzIgNzMyIDczMiA3MzIgNjExIDYwNQo2MzAgNjEzIDYxMyA2MTMgNjEzIDYxMyA2MTMgOTgyIDU1MCA2MTUgNjE1IDYxNSA2MTUgMjc4IDI3OCAyNzggMjc4IDYxMiA2MzQKNjEyIDYxMiA2MTIgNjEyIDYxMiA4MzggNjEyIDYzNCA2MzQgNjM0IDYzNCA1OTIgNjM1IDU5MiBdCmVuZG9iagoxNSAwIG9iago8PCAvZWlnaHQgMTYgMCBSIC9maXZlIDE3IDAgUiAvZm91ciAxOCAwIFIgL29uZSAyMCAwIFIgL3NpeCAyMSAwIFIKL3RocmVlIDIyIDAgUiAvdHdvIDIzIDAgUiAvemVybyAyNCAwIFIgPj4KZW5kb2JqCjMgMCBvYmoKPDwgL0YxIDE0IDAgUiA+PgplbmRvYmoKNCAwIG9iago8PCAvQTEgPDwgL0NBIDAgL1R5cGUgL0V4dEdTdGF0ZSAvY2EgMSA+PgovQTIgPDwgL0NBIDEgL1R5cGUgL0V4dEdTdGF0ZSAvY2EgMSA+PiA+PgplbmRvYmoKNSAwIG9iago8PCA+PgplbmRvYmoKNiAwIG9iago8PCA+PgplbmRvYmoKNyAwIG9iago8PCAvRGVqYVZ1U2Fucy1taW51cyAxOSAwIFIgPj4KZW5kb2JqCjIgMCBvYmoKPDwgL0NvdW50IDEgL0tpZHMgWyAxMCAwIFIgXSAvVHlwZSAvUGFnZXMgPj4KZW5kb2JqCjI1IDAgb2JqCjw8IC9DcmVhdGlvbkRhdGUgKEQ6MjAyMDA3MDQxNjQyNDcrMDInMDAnKQovQ3JlYXRvciAobWF0cGxvdGxpYiAzLjEuMywgaHR0cDovL21hdHBsb3RsaWIub3JnKQovUHJvZHVjZXIgKG1hdHBsb3RsaWIgcGRmIGJhY2tlbmQgMy4xLjMpID4+CmVuZG9iagp4cmVmCjAgMjYKMDAwMDAwMDAwMCA2NTUzNSBmIAowMDAwMDAwMDE2IDAwMDAwIG4gCjAwMDAwMDczNjMgMDAwMDAgbiAKMDAwMDAwNzE0NCAwMDAwMCBuIAowMDAwMDA3MTc2IDAwMDAwIG4gCjAwMDAwMDcyNzUgMDAwMDAgbiAKMDAwMDAwNzI5NiAwMDAwMCBuIAowMDAwMDA3MzE3IDAwMDAwIG4gCjAwMDAwMDAwNjUgMDAwMDAgbiAKMDAwMDAwMDM5MiAwMDAwMCBuIAowMDAwMDAwMjA4IDAwMDAwIG4gCjAwMDAwMDI3MjUgMDAwMDAgbiAKMDAwMDAwNTk2NiAwMDAwMCBuIAowMDAwMDA1NzY2IDAwMDAwIG4gCjAwMDAwMDU0MjAgMDAwMDAgbiAKMDAwMDAwNzAxOSAwMDAwMCBuIAowMDAwMDAyNzQ2IDAwMDAwIG4gCjAwMDAwMDMyMTEgMDAwMDAgbiAKMDAwMDAwMzUzMSAwMDAwMCBuIAowMDAwMDAzNjkzIDAwMDAwIG4gCjAwMDAwMDM4NjMgMDAwMDAgbiAKMDAwMDAwNDAxNSAwMDAwMCBuIAowMDAwMDA0NDA1IDAwMDAwIG4gCjAwMDAwMDQ4MTYgMDAwMDAgbiAKMDAwMDAwNTEzNyAwMDAwMCBuIAowMDAwMDA3NDIzIDAwMDAwIG4gCnRyYWlsZXIKPDwgL0luZm8gMjUgMCBSIC9Sb290IDEgMCBSIC9TaXplIDI2ID4+CnN0YXJ0eHJlZgo3NTc3CiUlRU9GCg==\n", + "image/png": "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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "def run_ser_test(sample_duration=128, nbits=6, signal_amplitude=2.0e-3, decimation=10, threshold_factor=4.0, power_avg_width=2.5, max_lookahead=6.5, pol_score_factor=1.0, seed=0, ax=None, print=print, ser_maxshift=3, debug_range=None):\n", "\n", @@ -669,7 +668,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "454b0e78ee23489dba9373526231fd84", + "model_id": "79df803b1cff4efcb4db82e76d4e9976", "version_major": 2, "version_minor": 0 }, @@ -681,41 +680,9 @@ "output_type": "display_data" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\n", - " File \"<ipython-input-19-cf275a9d0fac>\", line 18, in calculate_ser\n", - " ser, br = run_ser_test(**params, sample_duration=duration, print=noprint, seed=seed)\n", - " File \"<ipython-input-18-2dd6c44e1c69>\", line 146, in run_ser_test\n", - " (_score, chain), *_ = res\n", - "ValueError: not enough values to unpack (expected at least 1, got 0)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "got not enough values to unpack (expected at least 1, got 0) seed 2919184728 params {'decimation': 10, 'power_avg_width': 2.5, 'max_lookahead': 6.5, 'signal_amplitude': 0.0031622776601683794, 'nbits': 5, 'threshold_factor': 4.0}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Traceback (most recent call last):\n", - " File \"<ipython-input-19-cf275a9d0fac>\", line 18, in calculate_ser\n", - " ser, br = run_ser_test(**params, sample_duration=duration, print=noprint, seed=seed)\n", - " File \"<ipython-input-18-2dd6c44e1c69>\", line 146, in run_ser_test\n", - " (_score, chain), *_ = res\n", - "ValueError: not enough values to unpack (expected at least 1, got 0)\n" - ] - }, - { "name": "stdout", "output_type": "stream", "text": [ - "got not enough values to unpack (expected at least 1, got 0) seed 2642033202 params {'decimation': 10, 'power_avg_width': 2.5, 'max_lookahead': 6.5, 'signal_amplitude': 0.0027384196342643613, 'nbits': 6, 'threshold_factor': 4.0}\n", "scheduled 50 tasks. waiting...\n", "done\n", "\n" @@ -724,25 +691,12 @@ { "data": { "text/plain": [ - "<matplotlib.legend.Legend at 0x7f5bd3fb75b0>" + "<matplotlib.legend.Legend at 0x7f910a679790>" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "application/pdf": "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\n", - "image/png": "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\n", - "text/plain": [ - "<Figure size 864x648 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ @@ -859,26 +813,13 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 23, "metadata": {}, "outputs": [ { "data": { - "application/pdf": "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\n", - "image/png": "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\n", - "text/plain": [ - "<Figure size 216x144 with 1 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "application/pdf": "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\n", - "image/png": "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\n", + "application/pdf": "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\n", + "image/png": "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\n", "text/plain": [ "<Figure size 504x288 with 5 Axes>" ] @@ -887,45 +828,6 @@ "needs_background": "light" }, "output_type": "display_data" - }, - { - "data": { - "application/pdf": "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\n", - "image/png": "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\n", - "text/plain": [ - "<Figure size 504x288 with 8 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "application/pdf": "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\n", - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbIAAAEHCAYAAADLdMPaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjMsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+AADFEAAAgAElEQVR4nOy9eZhcV3Wv/e6ah66eR0mteR4s2ZZnG9kGY7DxADeE6bMdM4RwASPbcBkuAZOASUIMcoiJw70hJFyIbUyMCQSPIM82lmRhTbasqaWWeu6u6uqa65z9/XGqSj0P6uruqu71Pk8/p/oMq1ZX1z7r7L3X/i2ltUYQBEEQihXbTDsgCIIgCJNBApkgCIJQ1EggEwRBEIoaCWSCIAhCUSOBTBAEQShqJJAJgiAIRY0EsgJBKXW5UuoFpdT9Sqn3Dzq2WCm1bdC+v1BKrVJK3aWU2jTomEMp9V2l1H2Zn2+M8J5/ppS6cdC+X07ibxjiiyBMFcriG0qpf1BKfW7QMWkzcwjHTDsg5NBAH+ADjgxz/Hyl1DeBZcAngHrAC1wK1CulHtZaP5U59+PAc1rrR8BqpJntx4HNQCnw1axhpdRK4JvAQWBB/zdVSm0EPg90AA8DaeCzme0vgCeBHwHHgIuBXyqlNmR8sAGHtNb3numHIgijcD2wBGgDTg1zXNrMHEECWeHwnNb6aqWUH3gIuHbQ8SNa668qpf4U6P9E+DzwS6317n77NgCPgvXEB5wPXANcr7W+Xim1GvgUsC9z/ieBr2qtDyql3jHofb8IfFJrHc7Y+w/gY0Ac+CWggGe01j9USt2fueZ/AYczr8+a6AchCONkDbBTa32vUuoXSqlfa61j/Y5Lm5kjSCArELTWZmYbyQyZ2IDvAkHgx/1PHXSpOYy5PcCFwCNa67uGGfrQWI2pP8nMNjGce/1eq2H2Db7WBdynte4YxpYg5IsTgD3zOgK4lFLfRtrMnEOJRFVhoJR6H/AuoAR4VGv9YL9ji4GfAb/HGkr5c6yhi18CDcCHgJ9prR/LnO8A/g7wYDUYj9b6L5RSn8R68qwAvo41xBIE9gN3YA2T3Ky13tTvvTcBW4HWzPuB9WSaxnqCfRz4fsbGe4HsXMUXgBYgqLX+Zh4+IkEYgFLKC/wjEAZ6tNbf6HdsMdJm5gwSyARBEISiRrIWBUEQhKJGApkgCIJQ1EggEwRBEIqavGYtKqXWAVdjTa7uAKoBv9b6r/L5PoIgCIKQJa+BTGu9L5OxcxmQ1lrfrpT6mlKqXGsd7H+uUurPsTKJ8Ho85zYuWDCMxaGYWmNTg7NgJ48J2Gz57aCappl3mxO2aw6XaTzCqVP12YpdAA4eOtSpta45k2vnQnuBAmkzYheMNCjF0BUHw9gsgPaS93VkWuufKqWCWKvUYegajux5PwR+CLB57Vq94yc/GZf97W1tXF5Xlw9XB9oNh7n88svza3P79rzbnLDdnTvHb3eqPluxC4DavLnpTK+dC+0FCqTNiF149BtQfhaULBzbZgG0l3wPLb4La1X6MizZlTsBBvfGBEEQhALFSEA6OtNeTIh8Dy0+BjyWT5uCIMw+gsEgLS0tQ/aXlZVx4MCBvL/fXLPr8XhYsGABTqdz4hen+8AcTqykcBGJKkEQpp3Ozk4WL16M1+sdsD8cDhMIBPL+fnPJrtaarq4umpubWbJkycQNdLwAqX+F5Dxg7KHFQkDS7wVBmHZSqRQej2em3ZiVKKWoqqoiHo+fmYHu14BesOU/QE8VEsgEQZgR1BRkugkWk/psQ3sBO9jPKMF2RpChRUEQZoadW6Fn94BdXsMAu32EC4CKTXDutiG7v//97xMOh/nKV74y7rffunUr27Zt48EHH6Suro5gMMiNN9445vkTsZ3l7rvvxmaz4fP5uO2227juuut4+9vfTmlpKVdeeSW33347GzZsoLGxkU984hPD2rzrrrsIBALU1tZy0003AbB7927uuecezj33XG699VbKysrG/fePSPgQqCpQo/wfCgwJZIIgFDXpdJp4PE5paSmhUIhHHnmEgwcP0tnZybp16zhy5AjXX389zz33HBUVFXR3d3PLLbfkrn/ppZdYt24de/bsYfXq1dx///1s27aNrVu3cvfdd/OFL3yBDRs20NPTQ2dnJ9/61rdYsGABy5cv58orrwTg+eefZ+fOnbS0tPCxj32M/fv3D0h1b2pq4oorrhiS+u73+wHYsmULn/3sZ/n2t78NwE9/+tPc0GAgEOB973sfNpuNO++8k9tvvz0XyFwuF5WVlUQiEeyjPQCMF21CtAlUw+RtTSMSyARBmBmG6VnFziDJ4dFHH6Wrqwufz8fPfvYzvF4v733vewmHw3R1dXHdddfx8MMPA3D99deTSCR46qmnBthYsWIFNTU1rF69OrdPa82ePXvYvHkzt956K7t372b79u243W6qqqpobm7OnRsOh/H7/ezZs4cVK1awdu3aAUHr/vvvZ9++fXz+85/nnnvuYdmyZWzduhWAY8eO8eKLL/Laa6/xjncMrtF5muxwYf9hw7Vr13Lvvfeya9cuHnroIT760Y9O6LMbQqwVkj3g2DA5O9OMBDJBEIqa7du38/3vfx+whvQ2btyI0+nEZrPltmZG4eahhx6itbWVz3zmM+zfvz9no7GxkYcffpgVK1bg9Xr56U9/ytGjR9mwYQM///nPeeCBB4hGo2zZsoUdO3YQj8c566zThZz37t3L/PnzSaVSgBXYnnjiCd75zncC8IMf/IBYLIbf76ekpITDhw+zbds2vF4vV199NRdffDG33XYbN910E9deey0f+chHhgR0wzD47ne/yznnnEN3dzdPPPEEq1at4sknn+TYsWPccccdk/8we/5obW3Vk7c1jRREPbLZqlQw46vzQZQ9Csiu2rx5p9Z682TtzIb2cuDAAdasWTNk/1Sms99zzz1s3bqV8vLyvNottPT7LMN9xmPeO/b9Dfzxy+D6c6h510wre4y7vUiPTBCEGcEwjPzM64yTu+66a9reaybRWp956n1wLygH2MrB7sqvY1NI3gKZUuoy4GJgBVYJ7wDQrLX+l3y9hyAIs4PKykoOHjw4ZH88Hp+S9WVzza7T6aSh4QwSNsJvgnceaDs4/Gf8/tNN3ocWlVJfBexAEujVWt83wnk5Ne+62tpzH/jXfx2X/b50mhJH/juSfaZJSUlJfm329eXd5oTtRsevmTZln63YBeCKa68946HFudBeoEDazBy2e2HrnxJyruaA/ZPgqhifzQJoL/kWDf4wcFRr/dPM73copZZqrY8MPnewmvd4x1gLdcx/WJsyRyZ288RcaC9QIG1mrtqNd8N/duCpvYK6UDPUrR7+vME2C6C95HNo8U+Bm4HHlFK3APOA+UDzqBcKgiAIM0/wNWvrqYV41cz6MkHyFsi01g8BD+XLniAIgjCNZFPv3VXgqpxZXyaIaC0KgiAIENpnZSx6asCR//m5qUQCmSAIggCh/eCptzQWiyhjESSQCYIgCAB9R8C3AOwecBRXiR0JZIIgCHOdVB8kOqw1ZO7amfZmwkggEwRBmOv07AY0uGvAWz/T3kwYCWSCIAhznWxdOE+dlbVYZEggEwRBmOuE9lpJHu5acJbOtDcTRgKZIAjCXCe03+qN2e3gyL+a/1Qz5oJopdT3AA2ozHaP1np8Qm+CIAhC4RM+BL751kJoW/EVRRmPx/+ltf5d9hel1JUjnThIAf93wBKgDPiiLoTCZ4IgCMJA0jGIt0LlZqtXVoSMObSotf5dRgwYpdSm/kFtmHOf01r/LXAMeL/W+lvAXmBjnvwVBEEQ8kloD6DBW2ctiC5CxlXGRSn1Y6yA1K21/tEY534Yaxhys9b6dqXUzcDrWuvdg86b9WUpCqLEg5RxKRi7UsZlHHYLoc3MMbu10SdYG/w2fyj7LlHfBkumqgDuG1NRxuU54DXgH4ERA1l/BXxgt1LqK1hDi0Pqss+FshQFUeJByrgUjN3JMBfaCxRIm5lrdnf8AkI2zl/uhGUXWfJUBXDfmAjjSfYoBR4B0sC7RztXFPAFQRCKjNB+K+3e4QO7b6a9OSPG0yO7HbgAeDnz+19NnTuCIAjCtNJ70Jobc9eAUjPtzRkxZiDTWn9DKfU5rfW90+GQIAiCME0YcYidgrJ1ls5ikTJm1qJS6gZgvVLqeqXU9dPgkyAIgjAdhN4ATGsNWRFKU2UZz9BiEPh/WIuhBUEQhNlCMJNM7p1flNJUWcazjuwZoAq4Abhxyj0SBEEQpoeePwI2qyq0s/ikqbKMN/3+LK31nVPqiSAIgjC9hPaDu9oKZDbnTHtzxoxXNDiplLpTKXXblHojCIIgTB/hN8FTW7TSVFnGG8iqgF8Aj06hL4IgCMJ0YSQgcmJWBLLxDi2WAOcCKaBp6twRBEEQpoXwQcAE7wJwls+0N5NivIHsZ1PqhSAIgjC9BPdYW9+Cos5YhPFJVF2SyVzs//sLI5y7EvgK8EtgMZbOYrPW+l/y464gCIKQF3p2A8oKZA7/THszKcZUv1dK3Qck+u16U2v9z6OcfzlQjhXE5gG9Wuv7hjlv1qt5F4QydgGoWItdC1G/H4fdQmgzc8Tuuq6/xJ86zB+q/gmcZQNPLID7Rl7V77XWnz4TJ7TW/waglLpDKbVUa31k0PFZr+ZdEMrYBaBiLXYnz1xoL1AgbWau2P3VKXCXcfnZDVB9/sATC+C+MRHyGkaVUvXAnwBepVS2RzYfaM7n+wiCIAiTwEhCpAmqL7XWkBU54wpkGY3F+VgFMoedHwPQWrcCn8mTb4IgCMJUEH4LtGFpLBZ5ogeMfx3ZciACrJtCXwRBEITpILTP2voWgqN4pamyjHdocQFQgwgHC4IgFD89fwQUBFaC3TXT3kya8QaybwFbgGfGOlEQBEEocEJ7wVUJ/oUz7UleGM86su9hpdPHgeuBP5tinwRBEISppPeAJRbsrZ9pT/LCeMq43A68pLX+FPDbqXdJEARBmDLMFPQdsfQVXcUtTZVlvMkeZymlbsHSWxQEQRCKlfChTMZi8UtTZRnvHNkXgPXAg1PoiyAIgjDVZDMW/YuLXpoqy3gD2d2AwtJPlCrRgiAIxUpwL6CgfAOo8Q7KFTbjCmSZeTKUUh+eWncEQRCEKSW0J5OxuHimPckb41X2+B7WGrLYGOf1V79PAmdjiQd/UY+lTiwIgiBMPaH9VjFNb+1Me5I3xlS/B1BKrdJav6mUWqO1PjDGuZdjpetv0VrfrpS6GUvaaveg82a9mndBKGMXgIq12LUQ9ftx2C2ENjOL7UbCId4d/hOaPddwpOKzoEb4bhTAfSOv6vdKqRuAK5RSvwPeAdw2Sf+AuaHmXRDK2AWgYi12J89caC9QIG1mFtt95al/xxZOs7C+lIUXXAZ29/AnFsB9YyKMJ4wGgb2Z7fdGO7G/+j3wrFLqK1hDiz+ZpJ+CIAjCJPGnjlkvSpaMHMSKkPEEsjosseB1WPNkd4x0oqjfC4IgFC7+dJP1onzTzDqSZ8ZTWPMh4KFp8EUQBEGYQnzpY+CqgsCKmXYlr4xXazGXEaK1HrFHJgiCIBQu/tQx8NWBu2KmXckr49Va/D5wILMVigUjCe2/h/SoqyYEQZgLmGl86RPgbZg10lRZxrus+2bgWWT+q3jQJrx0M/T8FaTaZtobQRBmmr4j2EhZVaEd+U/tn0nGG8h6sMq4tCmlZlcon63s3ArHHwT7CrDNDoVrQRAmQWi/tfUvmTXSVFnG+9dUALdgpdVvnTp3hLyw9244+H2ouQycV4FSM+2RIAgzTW8mkFWcM7N+TAHjDWSPYfXKerTWfzWF/giT5dCP4PWvWum1iz4E7spZo3AtCMIkCO4lbquBsjUz7UneGa+uyAeBe+mXvSgUIM2/glc/CSXLYenHrOqvNRvBln/5GEEQiozQXiL2BXhcZTPtSd4Zb4/sKFZRzY1T6IswGdqfh+c/YFV9XfE/wb8A5l0zq1bvC4JwhpgG9L5F1D57imn2Z7yP6uuA15lAj0wpdSNwBVYQvFfU76eQ4D7Yfi04S2DlbRBYAg3vkiAmCAKk43DwXjDjROyNYPfMtEd5Z7zq998C/hNIaa1fH5dhpa4CtgAh4Ltaa2PQ8Vmv5j0dytjudBtnd34Gm07xWtlfE3MuzDxxZRI8CkDFWuxaiPr9OOwWmZp8Idt1Gl3MizzKvOivcZs9ROzzedHzTZxli8e+uADuG3lVv89wEKtXprB6ZmOitX4SeFIp9T6sgPa7QcdnvZr3lCtjxzvg8Y+CisDqrVxQsxTqrwK76/TJBaBiLXYnz1xoL1B8avIFabf9Odj/t9D+OOi0lfhV92f4fYtwnqobn90CuG9MhPEGskeADwMrx2s4U5fsAmAJ8L8n7JkwOqkwPP12iDZbc2I1l0LDVWBzzrRngiBMN0YSjv47vLkNQvvA5oa6K6H6YquIZslSKF8PbW/NtKdTwni0Fr8E9AKVE9FZ1FpvB7afsWfCiNh00poTC+2DpbfCvHdB/dsliAnCXCPaCm9+Dw7/X0h2g7sWFn4Yqs4BdzVUbIKSZdb8OQBzNJABfYAv8yPMNGaaNT1/DfHnofH9sOhPrScvSbEXhNmNaViLmtt+Dx0vQver0HcU0FC2zlo3WroGAkuhfAN45806BY+RGE8Zl39UStmBG5RS92qtPzcNfglZtAk9f4SWx6Htaeh8mZp0HzS8G5Z/XIKYIMxWYm3Q+SK0PwudL0HwdTAyAuB2L/gXW/eBqvOsQpkVGzO9r8CMuj0TjOsOmMk4/M/Mz+zCjELiLTxptzXv5CiZWUknbUJwD7Q8Ca1PWV/gdK91zF0NpWvZk7ycDauvgrorwGafOV8FQThztIZEF0RPQOQY9B22elh9R7mgbRc8khX7tlmK9eWbILDcClaeevDWgnc++OaBp2FO3wvkUT5+EE58nAsBfg7YXOCqtIKGuwa8ddYiY0+D1VX3zbOOO0vBWQausonNTWltPVUluyHZA4lu63XfUavH1fECpELWudkCeGVroHQtlK4A3yK6Xg9KEBOEQsY0INEJ8RaItVhJWZEmq51HT1i/x06BmRh4nXKAs4ywfRne+vMgsNIS+S1ZaN1/PDXWfcdZOmeGDceDBDL3Uqj+Ggdinawpb4Zk0OoBpXqt8ejuVyEdBcyRbdhcVk/OGQBHqbV1lrGmJwm/u9sKWMkeK0AlQ6BTw9txVVpf2tLVUL7RyjLyL7K+vK7K02n1tu0SxARhOjHTmfYbhFTQ2iZ7mBd5Hl57DGInrYAVb7N+kt0wcOmshSOQeQguhcpzrYdVd7X1sOxrsHpYzjL2709Se956cJVnRokkaI2GBDJ7KVReR1tfL2suOgfMpPVjJMCIQzoC6TDEWiHeao1bp3sz+2NgRK1AZ8asnpYRh2gIjEOUpoCQw1pJb/dZwajMb4n4Okoywa/EesLy1EFgFfgbwV0FznIJVoKQL7S22mn2oXLAT9Aa4kt2WQEo0WMFq+yDZypktfNhWAkQUpn2HLDas2+hlWzhKgdnhdXuvQ2n27ajDFyl1n3B5gGH19r2b+9vbgf/wun4ZGYFEsggMydms75440Fr62lLp60ntf5bbYCZAp3mlT8c4vLzllrJGMppDUFmf5Qzs98hZVaE4qLjB2zufQb+25/5Ljv6fccd/X53ZbY2a+4XbW21Bobfru8OwvYq6xplz2wzr8nuy+zXxumHRyNhvTbjp383E7nt25JheGiEkZAsdm/modNrPXjaPeBbYNX0c/isB1B7vwdRVwUvnmzg4rPmZ4b7SjLByW392DNbm1Pa+BQjgexMUMpqrDhgtE6TvRlKx72GXBCKA0clcVslJTpmjUpoI/NjApmt7rfFxNInVxnltMwwmVLWvuyPAnfaAT3HGSnQDXitbMMHUpvTCiiOktzx5r5KFlbRbyQkMwXgrrWqRHjqrGBl9/az2W+bC9DOAcN8yc7t0HD5NH3wwkhIIBMEYWJUfJC9jmu4/JJz+/W09OnX6IH7h2iNZ3onuV7K6d7Kzpf3cvmF6zO/Db5+mN+xne619X89oBdn48jzr7DwsrfJcP0sZcoCmVLqHOB9WAup/1JrHZmq9xIEYbpRU1MORL1h9ZDyb1iC2CxmXOr3Z2RYqe8AXwYuxpK3+uWg47NezbsglLELQMVa7FqI+v047BZCmxG7BXHfmAr1+zNlxCg5F9S8C0IZuwBUrMXu5JkL7QUKpM2I3YK4b0yEqQxkDwB3YQ0tfn0K30cQBEGYw0xZINNa7wTGH9YFQRAE4QyQ5eKCIAhCUSOBTBAEQShqJJAJgiAIRY0EMkEQBKGokUAmCIIgFDUSyARBEISiRgKZIAiCUNRIIBMEQRCKGglkgiAIQlEjgUwQBEEoaqZM/X5CTijVATSN8/RqoHMK3JgKu8Xkq9iderurtNaByRqZxe1F7Ban3RlvLwVRWFNrXTPec5VSO860FMZ02y0mX8Xu9NjNh53Z2l7EbnHaLYT2IkOLgiAIQlEjgUwQBEEoaooxkP2wiOwWk69it3jtzsR7il2xO5U2J2S3IJI9BEEQBOFMKcYemSAIgiDkkEAmCIIgFDUSyARBEISiRgKZIAiCUNRIIBMEQRCKGglkgiAIQlEjgUwQBEEoaiSQCYIgCEWNBDJBEAShqJFAJgiCIBQ1EsgEQRCEokYCmSAIglDUSCATBEEQipq8BDKl1Eql1I+VUjf223eLUupOpdTX8vEegiAIgjAcjnwY0VofVEr9GCjvt3uT1vp2pdTXlFLlWutg/2uUUn8O/DmAzVt6rqe8lnKPosSpRn0v0zSx2fLfkZwKu8Xka9YuygaMXNpHM/SwCRgmGDrzk31tagwNpj59SfZ6Peq7zE6SrYe7tTarzuTa/u3F7ik511dVbx3QAzYD0EDKhDKXosIzeruaKMX43Ra703OfO93GNROpEqaBtGl9Z1MmdDYfCWkjXT7mheQpkI3BsH+K1vqHZAqnLVq1Qdfe9D06+hJUlnm46cJF/I9z5lMT8GCzDWyA27dv5/LLL8+7k1Nht5h8TRsmv3r8KczaNShlfebZj16hQJ3+/ZUj3bx8tItQNEUonsI0NArry5T9QvlddgIeJz6XnTIVJekMYLcp7DaFY/DWbsNhUzhsNuw2Re4/br1t9mXmRb/vQ28rlNaP+bdprYf+Tcp6H6UyP6jcsVRPC66KeRP5+MbFtz90QfuZXtu/vZy7ebN+7sWXM/szDwVaZ7bkbiKmqfn4D3/P7g6D/3XNGj50wUJ8rvw0+WL6bovdqbX72FO/I1S2nFRao5RGW3cM3A4bbocdt8M24D5uak13JMnJYIyTPTFrG4zRGoqjTI0LcCvo/v5NofH6kJdvtVKqHvgTwKuUKgMeB3Yrpe4EGNwbG0xNwM2vb7uUf/zdW/zm9Vb+7vE3+Y8/HOeaDQ28e0M9Cyv9VPicuZuRkH+CsRRoKPe5Rj3v6QNt/MerJ5hf7mVZbQnlPiflXhdlPicehw23w0aJ24HdbiPgcTC/3EvP4d1s2Hze6eBl7x/MrOB1JliNctMZXTu63W4uv3xD3u3enYxF8mFHwbgD0kfXu/nyi0n++dkj+N0O3rmunkr/6P9jQRgv0WSaaCJNqceJ0z56T2/3iSC/3dtCc0+MRNrM7a/0u5hf7mX9vDLml3upLnHhdtr4xD9ocxRzA8jX0GIr8JlBu/9tIjbqSj187bp1vOesBv7fK8d57mAn//zsEZ460Mbb19SytqGMlXUlmHNtPGqaaO+Nj3nOUwfaeODVE5y9sJyPXbKYRFoTSxm53lJNwM38Ci/VJW7KvE48TjsA24/ZqC/zTKH3wkiUuBRffvdqvvLIXh7f10ra1LxtRTULq/zT7ktbWxvd3d2jnlNWVsaBAwfy/t5z2W5lZSV1dXV5sTWYAy29oBg1iCXSBj/f0cz2gx00lHm4dHk188u9zK/w0lDmwedyYGpNbyxFLGUS8DhYN68UMxoa/cvSj+kYWhw3TruNC5ZWs7i6hN8va+e5tzp49q1OfvjsUdbPK+WKVTUsM1KEYinKvM6ZdndWcbw7OmrP6Mn9bTy4wwpiH790CZ19SZbW+JlX5qHC76bU48AxxhOZMDO8f3Mjj/7xFNvf7GDjgjJ+/2Y7Zy+sYP28siFD91NJd3c3K1euxG63j3hOOBwmEAjk/b3nql3DMDh48OCUBLLeeIoDp8KUjjLndqInyv959ginQnGuXlvHjWfPHxD0UoZJWziO1prGSj+r6wPUlLgz38vxz7AVVCDLUlfq4caz57O42semxnJebw7x9Bvt7D3Vy61rHaT3tXHVujoJZnkikTbo7EtSNsLQ7RP7W3loRzPnLqzgE29bQnckycbGMjY1Vkyzp8KZ4LTb+NLVq/nYv+/g/71ynK9es5bdJ4KEoikuWFqFyzF9DyCjBTEh/0zl573vZAino9+cdj+01jz9RjsP72zG73Zw+ztWsG5eWe54OJ6iL5HG7bRx1vxyltT4KXGfeTgqyEAG4HHauXBpNQsqfJR5XZyzsJz/89xRfnsswdq1miclmOWNnkgKPUIOYS6ILargE5ctAazkglV1pdPooTBZ1s4v5QObF3D/s0d4eFczt1y0iBM9UUL7U2xZWUPAM33t6Bv/tY/9p3qHPWYYxrA337XzSvn6detyvz/00EPs37+fkpISbr75Zr7+9a+zatUqAD760Y/ykY98hEsuuYSuri6+853vDPte27dvJxgMcuONuVVDbN26lW3btk3mzzsjsr7YbDauuuoqvvjFL/KDH/xgxPPvuusutm7dSnn5uJL68k5PJMmh9j7qSj0kugYe642l+NGLR9l7spezFpRx68WLc9+v3niKSCJNTcDN5sUVNJR58zKSU7CBLMuCCh/XbXSz41g3Fy+v5uGdzRzpiLC8toQn97Vy1dp6ynwSzCZDSyiGc5jhgcf3tfLznc1sXlTBxy9bgsNmo703zvr5pXhd8mRdTLgddt6zcR77Wnp59mAnGxeUcfbCCnqiSf57TwtXrK6lNlA885gnTpygurqaK6+8ktra2gHH/H4/y5Yt40tf+hLf+MY3Bhx74IEHOHHiBGVlZSil2LNnD8H2tLoAACAASURBVKtXr2b16tW5c3p6evjJT37CkSNH+MxnPsN3vvMdLrnkEjZv3sx9993H+vXrefnll7nnnnv4+te/ztKlS1m+fDk33HADAM8//zw7d+6kpaWFv/mbv2HLli3ccMMNHDx4kA0bNtDe3s6tt97K1q1bee9730s6nWbZsmUA7Nq1i/POO4833niDX//61+zYsYOtW7eyfft2ysvL2bVrF263mxdeeIGtW7fyd3/3d7hcLoLBILfeeit///d/z9q1a7n11lvxeKbu/7m7OYjHacc2aBRn78kQ//LCUeIpgw+fv5ArVtXkkvSiyTSGqbn2rHl5Tzgq+EAG4HXZuXRFNbUBN9v3N/ObPS385bVrCMfTPLlfgtlkOd4dJeB20D9F6LG9rTy8a2AQSxsmKFgpvbGiZFlNCe9YU8vRjgj//nITy2pKqPC5iCbTPL63jYuWVbK8Nv/zPYPp37MazHjnhu68806OHz/Oj3/8YzZt2oTb7Wbr1q2548eOHeOuu+6itbV1wHV9fX1UV1fz/PPPc9NNN1FTUzMgiAHEYjEAqqureemll3C73dx888288sornHvuuXz0ox/lpZdeYvv27bjdbqqqqmhubh7wN/j9fvbs2QPA+vXrueOOO/jUpz7Fpz/9aT73uc8BsHHjRm655RbuuOOOXCAD8Hq9rF69mve85z3s3LnTWlqRmS46ePAg999/PydOnADg6aef5kMf+hCtra2Ul5fT2NhIV1cXyWRyygJZezjOie4oDaWn7acMk1/sauapA+3ML/fy+atWMb/CmzueNkyCsRTvWj81WbNFMzuvlGJ5XYB3NNo53h1lz8kQpV4nNqV4Yn8roWhqpl0sSiKJNOFYGrfzdA/rt3tbeHhXM+ctruATly3FkemtdUWTrJ9fJr2xIsXjtLNxQTnvPWc+saTBv7/chNYan8tBdYmLlw93F007+tWvfsXDDz9MZ2cnjY2NJBIJtm3bxrZt2+jq6mLx4sXcddddLFy4kO3bt+eue+ONN3C5XKRSKRobG3nqqafYt2/fANvHjh3DMAxM08QwjNxi3w0bNrBjxw7uv/9+7HY7W7ZsASAej3PWWWflrt+7dy8+n49UyvosnU7rIdvtdgPkeiivvfYa9957LytXrhzy9yml+MUvfsFFF13Efffdl/sbVq1axQMPPMDu3bsBuOqqq4hEIixbtoyenh78fj/t7e2EQuNegjUhtNbsauqhxOXI/R0tEZO7//sATx1o58rVtfzva9YMCGJaa9rCcc5fXDllvX6lJ7L0eorYvHmz3rFjx7jO/dVjT/G1P5hU+V186V2rUUrRG0uRNjXvXFc35jqokZirC6JPdEd55mAH9aUeYsf3sL23ml/sOsn5iyv52KVLcpmMKcOkJ5rkfecsyKXVz4S/xWxXKbVTa715snYm0l4G/y3RZJpHdp1k1/EefrHrJLdevJhLllcD0Nob44rVdcwv945gbWS74+HAgQOsWbNm1HMKPQvwwQcf5NSpUzQ0NPDBD37wjO0eO3aMX/7ylwN6kf3J5+fQ/3Of7Hf7VDDGk/vbct+Rpq4If/PbA7idDj56yWLOWjB0zq49HKex0sely6sntBZ4Iu2lKIYW++N12rl0eSW/fr2FN9vCrK4vpdTrJBxP8cS+tkkFs7lIczCGO5O19kRTmv86OjSIgdUb27SgfMJBTCgsfC4HqxsCoDR7Tob4j1ePs6o+QHWJG5tSBKPJcQWyucoHPvCBvNhZvHjxiEGsUDFNzc6mngEJds8c7EABd123dtj7biiWwu92cP6SyikVtCiaocUsDrvivMUVlHoc/Pr1ltz+gMeJ0654fF8bwWhyBj0sHrTWNHdHKXE7eP5QJ/911OCCJUODWMowsaFYXlsyg94K+WJVfSnaVPzZRYsB+NELRzG1xuu00xlOTOl7G4YxpfaFgeTz8z7REyUYTebS5NOmya7jQdZX24YNYom0QTxtsGVlDW7H1D4AF12PTAFLa0p428oafv16C4c7+lhWY91gAx6rZ/b4vjaulp7ZmPTG0iTSJhU+G68c6aLBp/jYJUuGLJLtjiTZtFB6Y7OFEreDVfUBDnf08cHzFvLjF4/x5P42rlxdS1dk6h4CKysrOXjw4KjnxOPxKUlSmMt2KysrJ20jbZjsbOqhot899Y2WMH2JNOfUDA0jptZ09iXZsrJmWu7DRRfIABZX+dnUWM72Nzv4zest3Pb2FbljEszGT1fEevo2TM2RzggX1KkhQSxlmNhsKvewIMwOVjUEeKO1l4uWVrL7RJBHXjvJ+nll2O3Wk/RUPEHX1dWNqTCxfft2zj777Ly/t9idHEc7I0STaUpLTw87v3qsG6/TztrKoQN7bb0J1s0rZXH19EihFd3QIliafl6XnbevqeX1kyGOd0UHHA94nKA1b7aGZ8jD4uB4dxSf086JniiJtMnSsqFfh65Igo0LyqQ3Nsso9ThZXltCMJri5gsX4XXZ+fFLx1BAJCHDf8JpEmmDXccH9sbShslrJ4JsaizHaR88gpOgttTNpsbpW6xdlIHM47TTUOrhgsWVeJ12frO3Zcg5freD9ike7y9mDFNzKhjD73ZwqL0PgKWlA78OKcPEabexTObGZiVrGkpJGpZI69tX13K0M0IsZRJJpGfaNaGAONTeR9rQA3rp+1p6iSYNzls8UKYumkyjUVyyvHpatVfzVSH6HKXUN5VS31VK+TP7vpOpEP29fLzHYJbW+DGAK1fXsquph1PB2IDjboeNUCxFyhh3JYA5RU80ianBblMcau+jyu8aUnyxK5LkrAVlUz5RK8wM5T4Xi6r89ERTLKz0AdAZTtAtyVJChljS4PXmIFWDFjG/eqwbn8vO2obT4ghp06QnmuLyVTWT0k08E/Kyjkwp9R3gy8DFQKXW+peZABYEDK31N4e5Jlfxtq6u7twHHnhgXO/V19dHSYlVziUYTZIwFF9/OcnGGhs3rxmo7pEyTMq8znHVu8razSdTYTNfduMpg2jSwGFTfPWlJCvLbdy0PI3NZY2Ba60xtKbc5xpWFHS6/Z0Ndq+44oozXkc22fYyEoapCcZSRFKKr72c5E+W29mywEHAM/qNqNg+e7F7ZnajSYN4yhikWK/5yotJzq6x8eHVTsxkDJvLS9Iw8bvseZuGmEh7yWfYHBwRm7TW2zJBbujJ/Srebt68WY93kV7/BX2P7W3FljLYEmzh6QNtvPfiFQNWjod6Y2xeUcvCKt+E7OaLQl6w+9jeVuwpg0jSoDe5h1VLFmBzteFdaBWUbAnFOW9xBasbJi9HVcifw3TanQz5aC8j8bsDbZh9CXyu/bSrCmJV87juvMZJ2z0TxG7h2A3HUzz62ilqAu4BnYEDx3uIG4e5cP0yvPPKiB3fQ1/lCuaXe7l0ec20lgbKkq9BzAeAu4AbgAVKKRuwVCn1OWDsio1nyPIaP32JNFevrcOmFI/tHair5rTZaA9P2dsXLYm0QVckgc9l51CHNT/Wf41YIm3gdiqWSqbinGDDgnJiaZP55V5OBmMkDZN4ShI+5jr7ToVw2NWQEa0/HO0m4HGwut56yDVMjcdp5/wlVTMSxCB/FaJ3AjsH7b4tH7ZHo67MA9oa6790eTXPHerkPf2UlX0uBx2S8DGEnkgKrS09t0PtfXidduaXeUmETx8/f0nltNapEmaOmoCbhjIPtQE3O4/3AJq+RFoyVecwwWiSg2191JcOXMuWSBm8fjLERUurcgHO1JqLllbN6PelqO9UAY+Tcp+TWNLgXevrQVulR7K4nTa6I0kMc+b1JAuJtt4Y9oxczKH2PpbV+HNPUomUgcdpY0nN9Kz/EAqDsxaUU1XiIp4y6Ymk6ItL5uJc5lB7Hy67bUiZlj82h0imzVy2YjbHYioU7SdCUQcygGW1fnoTKapL3Fy4tJJn3+ogFLNUp21KodHSKAdxrCtKwOMgkkhzMhgbMKzYHU2ysbF8wOSuMPupDbhZkSnh0hlOTKnCh1DYmKbmaGdk2KLFrzZ1U+Z1sjLzXYmlDBx2NeOZzaPerZRStyqlvqCUevd0OTRRGsq8ZBMv372hgbSpeXJ/2+kTtKI3XhylKaaDaDJNOJ7C47RzeND8mKk1Xpd92lbjC4WDUoqzF1pP2Z2RBJ19MiQ/V+mOJkkMylQEKxV/T3OIzYsqciM4fYk0rgJ46B3LgwDQBoyewjSDlHmd+Nx2EimD+lIP5y2q5PdvttOXWdTpsCu6pFHm6Oo7/aR9qL0Pu1IsyQQuw9Sc3VghvbE5SmOllwqfk9ZQgu5IkkIo8SRMPyd7osMuZt7dHCRtas5bfFq70dRM68LnkRjLg0XAZcDiqXflzFBKsbymJNfrumZDPYm0ydMHrF6Z12kXhY9+nArGcNmtYYBDHX0srPLhdthzN60FlVLCY65S4nZQX+bhZCiGYWpikrk459Bac7gzMuw6wlePdVPpc7E0M3+evWeMZ53uVDNWIPtb4H7g3mnw5YyZX+7FyN6IK3xsaizn6TfaiSUNvE47XZEkpiR8oLXmRLc1P5Y2TI52RlieSbFPpE3stpkf6xZmjoDHSX2ph7beOGnDlLnlOUgoliISTw+5D0QSafad6mXz4opcAkgsZVBVMnnBhHwwYiBTSpUC7wPeAm6ZNo/OgAqfC4/DnpOjevf6eqJJg90ngthsCsPURJLSKHvjaeJpSz+xqTtKytC5+bFo0iiIIQJh5nA5bCys8qO1VdU3LHPLc45TwdiwPazXjgcxBg0r9iXSNFaMLTYxHYx257oduBTYCjRNjztnhs2mWFLjz2UrLqny47LbaOqOAFYNs155uhwwV5gVCs4GsoRh4CyAIQJhZlk/P5O52JeUzMU5yKH2CAH3MNmKx7qpKXGzuJ9KkqmtNYiFwIiBTGv9DeA+wARWTZtHZ0hjhY90ZvjQZlM0VnppypR3sSlFjzRKmrtjeDOLFg+191ETcOdSbG0MXcEvzD02NFhlOTrCCRETmGP0xlP0xlN4XQOHFcPxFAdaezlvcQUqM6yYnR8r9w0NejPBWGNJ1wLtQOsY5804VSVuHDZF2rSGFxdV+jneHc2VcJ/rCR+GqWkORilxO9Bac6ijjxWZ3lj2SzlT8jJC4VBR4qI24KElFCcYS8nc8hyiPRRnuAmvXceDmJoBw4rZ+bFCmVMfK5B1AB6gfhp8mRR2m2JxtZ/emDWEuLDKRyJt0h5O4HHZ6AjH53Q6cTBqpVPbbYq2cIJwPJ1L9IinTMp9zoKYtBVmloDHylxs7omhZW55TnGoo48S1/DZivWlHhZUnM5oLqT5MRgjkGmt7wX+Bfjp9LgzORZV+UgYVsrwokx9paauCA6bjZShiSbnbjpxRziRGxYYPD8WTaapL5O0e8FarjKvzENfIk04kZZq0XOEaDJNZziJf9CwYiiW4s228IBhRSis+TEYPWvxGqXUp4DzgLunz6Uzp7rEjV0pTFPTUO7BYVMcz8yTgSY8hxM+jndH8WWetg619+F32akvswRBk6ampqRwvpTCzKGUYlW9lfDR3pugNyaZi3OB9t44WjEgWAHsbOpBDxpWLLT5MRi9R3YF8BDwWeDm0YyMUCH6Axl5q/fnz93RcdptNFb66I2ncNhsLKjw0tR9OuEjOEcr3yYzQ6w+1+lEj2W1Jbn1IApNqXd6K7oKhcumxnIAOvsSdIgqzpzgSEeEEtfQ+a5Xj3Uzv9zLvPLTIzaFNj8Go1SIVkr9X+BXwLuAx7TWvxrRyPAVon8N/Abo1Fr/fJhrpqTibcowCcfTOO02Hngzxa4Ok7+9xJWRUlEjluCezRWi06amN5bCabcRTlrVXa9faueqhQ40kDZMKv2ugvF3ttotxArRw5EyTO58JsaqChv/32rHsOKxxfbZi92R7WoNPdEkDrttwDx5T1zztZeTXLvYzrsWn75vpgwTX79K0IXQXkZ7DP9JZvvgON93cER0a63/SSn1Q2BIIJuqirfxlMHDO5upDbhZGu/khZYmIpWrKPc5iSTSvGfz8LKRs7lC9B9P9NBxKkxpwM0bx3uAw6xZsRxvXYBoMo3PYefy9fUF4+9stTsZprJC9GBC0RR1f3yR1qRBuGIZ157XOGSxfLF99mJ3ZLvNPVF+/0YHDWUDa489t78VaObiTWvw9qtLFuqNc8naOuoy+wqhvYwYyLTWz0zATrZCtA84mqkQ/VimQnTLpDycIJ7MZHUolmJRZvFeU3eEmkAl8bRhyVYN04WezTR1xXLaaYc6+nBkMjzBUvRYVFU42UfCzFPicVBf6uGlI10YpkkkYVDmE9WX2crRzghe59D/76vHelhY6csFLLDmx5QqrPkxGKNCtFKqSmvdNZaRESpE3zMZxybDkmo/zx/uYn65F7uyEj42L6oEFOFhFvzNZqLJNL3xJPWl1hj3ofY+FlX5cgr3adOkShI9hH7YbYqlNX6eO9RJd1+SvmSasgK7cQn5IWWYnOiOUuUfeA/oCCc42hnhf5wzf8D+WMqg0l9Y82Mw9jqyq6bFizxTV+YBrXHYFPPKPTmFD6WsYZO5RHckCdoa+U6mTY51RXMFFC0UpcPMgQhzm/XzSwFoDccJzdEkqblAZ18CUw9VsN/R1A0MzFaEwls/lmWsQHajUmqbUuq70+JNnvC5HNQE3ESSBouq/DR1R9Fa43HYaeuLz7R708qpYAyXw/o3H+uKYJinhYIN01ogPdwiSGFuc9aCcmwKOsNJkaqaxZzojg5bGPPVYz0srfZTPWi0xtRWNfFCY6xAdhvwPPDtafAlryyvKSGSSLOo0kdfIk1PNDXnpKpMU9PUFT09P5ZZCL0sU08oljSoKXGJNJUwhEq/m5qAm7beuIgHz1IMU3O0I0LpoNpjrb1xjndH2by4YsD+7PxYIQ4zjxXIPg80A1+YBl/ySoXfhcaSqgJL4cPlsBFNpInPkYKBPdEkifTpkuWHOvqoL/MQ8FhfxFjKEEUPYVgCHgd1pR5OheJEkwbJtDnTLgl5piuSIGXqIRmpLx7qRCk4f9CwYqHOj8HYgaxXa/0yEJoOZ/JJ9ma9oNyLTZFbGK2Uoi8xNxQ+WkLx3KJnU2sOtffl9BWz+yr9rplyTyhgPE47Cyq8dEeSxJMGkTnSZuYSJ3ti2AcpeaRNkxcOd3HW/DLKfQPvDYU6PwZjB7IXlVL3AC9OhzP5xOWwUeq1Fvw2lHlPS1Vp5ozszuGOPkozAb0182SdVbzPIokewkisqbcSPlp643Pm4W+uoLXmcEffkMXue5pDhGIpLltRM+SaQp0fg7EDWZXW+k6t9e+nxZs8UxfwEEsZLKz05XpkLoeNtjkwT5atLZRdff/WIKHgtGnisKshIqGCkCUrVdURTtAtmYuzip5oinjKzCWCZXnurU7KvU42zC8bsL+Q58dg7ED26WLMWsxSE3CTSJssqvIRiqUIRpP4nHY6wrM/c7E9FB8gAHqovY+Ax5F7ooolDWoDniEioYKQZVmtH6/TTmc4QVefBLLZREsoxuAcr+5Ikj2nQlyyvHpIOn4hz4/BGAuigc9orfdOiydTQLbbnC3pcrw7yob5ZbSFE6QMM5cEMRs53BkZkFZ/qL2P5bUlucAVSxmsLivMYQKhMAh4nNSXumntjdMl4sGzBp2ZL89OO2R54XAnWsOly6uHXNOXSHNWTfl0uThhxrqTv00pVa6UKp0Wb/JMLuGjwovCSvhQSqFmeUmXWNKgI5zIDRuGYik6+hKDEj2gwieBTBgZv8tBfbmXk8EYsaQxZ7J9Zzu98TS9sdPTDmAlfj3/VidrGgLD1hkr5PkxGDuQ1QCfA7ZOgy95x+WwEfA4sClFXelphQ8NhOOzN+HDWsCqhxTSHJjoIaVbhNGx2RTLavwk0iaheEoSPmYJraH4kGzFAy29dEWSXLZ8aJJHoc+PweiFNd8BPKG1/gawY/pcyi91pR6iKUsYN5u56LLbZ7VawbHOCF7n6SD1VnsYp12xMDPEmjJMPA57rtCmIIxEdtK/NRSXFPxZwuGOMCWDFkE/91YnJW4HZy8cOnxY6PNjMHqPbB1WdWiA5dPgy5RQm0n4WFjpozuatESDnXbaemdnwkfKMGkORgm4B86PLan25xY+RpOGpUcpCGOwcUE5CquCcLcofBQ9poauvuSAh9hwPMVrJ4JctLRq2LyBQl4/lmW0QLYF2JIpxbJlNCMjVIhWSqnvKKVmdFgyl/CRU/iI4nbaCEZTpI3Zp1aQFQHNyk4lUgbHu6O5tHuAeNqgPiCBTBibulIPlX4XHeHEnJJ3m62kDZPBicovHu7CMDWXrRia5AGFPz8Go1eIXtT/d61104hGhq8Q/RmsIckLtdbbhrlmWireaqAnkiRlKr74QpLrlth55yIHKcOkzOvMpZnOlgrR0aRBIm3gsFnPKAd7TL7/xxR/scHBuipraCBlmJR6nTgGpdjOhmq3hWy3WCpE90cD3301SlsUvnyeg4qM2kOxffZi1yLUG0Y7PLn7ntaab/4hhd8Jd5wzvMpPyjCp8LsYaaFOIbSX0Qprjhi4Rrok+0IpVQmsAGqBDUqpf9JaD3icm86Kt4/uPolbKWpe388p04d34TJCvXHOW1lDY2beaDZUiDZNzcO7ThBwO3NDBMeDp1CcYu269Xgzwwmh3jjXnLtgQNbSTPg71+xOhulsL4N58MQO9u5vo6d0BVef34jP5Si6z17sQjxl8N9PPE1g0YZcIthbbWHaY2/yZ2cvxrtwaI8smkzjddi4Yn3DtPo6UfK1kCpbIfoGYAEQ1Fp/DvgR8MzgIDbd1GYTPipPJ3w4bYrOWbY2pjuaJJkauD7uUHsf88q9uTHxRNrA57YPCWKCMBJrGkrR2sqGlczF4iWbF9BfBOHZtzrxOG2ct6hi2GuKYX4MRumRKaW+R79eltb6jpHOHaFCNFrrY8CQYcXppi7g5nB7Hwsrfexo6iGSSON12WnrnV2B7FQwNmBFvmlqjnREOH/JaRXrWNJgXrko3gvjJytV1dobIxxLUSvzq0WH1pq9p0IDSjZFk2l2NvVw0bIq3CM82BbD/BiMPrR4u1LKA6wH9kyfS/mn1OtEcTrh43h3lFV1ATojCUxTz4p6XFpbQav/av2TwRixlDEg0SORNqkrLfwvplA4rKoP4LQrOsJJuiJJls20Q8KE6Yok6epLUtGvN/bKkW6ShjlikkcxrB/LMtbQ4l9jpd5/cxp8mTICHksFf2E/qSqbTWFq6EvOjqGS3niacDw14MnqrWEXQkOZT0q3COOnzOuirtRDe29cNBeLlINtYTyD1oE9d6iTxgpvTsJvMMWwfizLWIGsRWv9ANAyHc5MFW6HnRK3A5fdRqXflVP4QDNrpKra+tUeA0ty5pmDHcwr81CVqTmmtUZrhmisCcJoeJw25pV5ORmK0ZUZxRCKh2gyzZGOCOX9elbHuiIc747ythU1IwqHF8v8GIwjkGXqkZ2cDmemkroyq6TLoiofTd0RAOw2RfcsecI80tlHSb9F0H88EeRkMMa7NzTkvqiJtEmpzzGkdIMgjIZSihV1JUQSBuF4isgsGcWYKxztjGCDAQ+6z73Victu44KllSNeZ2hdFPNjMHYgOwzEgWNT78rUUlviIp42WVTpo603QSxpzBqFj2gyTWc4iS8jEqy15jd7WqgpcQ8oVx5NGtSXykS9MHFOS1UliCREPLhYSBsm+06FqOhXCT6RMnjlaBfnLqoYUaZOa41CFcX8GIwdyK7Dmid7zzT4MqVk54Wy82QneqJ4XXY6+xKMtCi8WMjqRmZ7XvtbejnWFeXd6+sHZDEmDUMyzoQzYmMmc7GtN054jlRYnw2cCsZIpPSAJTk7mnqIp0ZO8gBrfqyqpDjmx2B00eCNgAu4MLMtagIZkcxFVX7Akqqy2xRpUxNJFvcT5tHOCN5+lZ5//XoLFT4nFy2rGnCeQlHqLY4nLKGwmFfupdTjoCOcoGOWrb+crWit2XMqlLv3ZXn2rQ7qSz1DksD6U0zzYzB6j2wTsB9YCOybHnemjmzCh8dho9zr5Hh3NHesmEu6JNMmp4KxnEjwwbYwb7X3cfW6+gFPYdleZ6lHFO+FiVPidlBf5qG1N0FnRAJZMZBNue8/d94SMTncEeGyFdUjJnmYpsYwdU71qBgYMZBprf8NCAMbsYJa0VNX6iaWMljYL+FDYWkxFiuWSPDptXC/eb2FgMcxZNggnjKp8DlzCviCMBHsNsXiKj+tvXGCkeJ98JtLvNHSOyTl/qUWE7tNcdHSqhGushSCVtYHcoLrxcBYd7WztNZ3jqbqUUxkS7osqvTREoqTSBn4XPaiVvU+3h3FZbe+rEc7I+xr6eWda+uGjG1Hk2nqykTRQzhz1jQEMExNR18co8jnlWc7kUSaY53RASn3KcPkD60GmxrLR5xiMExN2tCsbSidLlfzwliBLKmUulMpddu0eDPFlHpdoKx5Mq2hORjD6yzeIpuGqWnqjOSGC3+zpwWfy87lK2uHnJs0iyeVVihMNi7ISFWFEpizrwLSrOJIRwSbbWDK/WvHg0TScNnykZM8uqMJ1swLECiytaZjBbIq4BfAo9Pgy5RT6nWgtc5lLjZ1RXHYbSTSBsW4xrM7kiRlahx2G809UXafCPKONXUDEj+yKLQshBYmxdp5pdiVoq03jiGRrGBJGSb7W0K5kjtZnjvUQaXb+j8OR9o0MU1YXV9cvTEYO5CVAOdizZMVPVbChxOfy0bA46CpKztPpjCLcKjkVDCaqyn233tacTtsXLl6aG/M1BqbUkPKmwvCRKjwu6gJWEU208X45DdHOBWMkUwPTLk/3h3lQEuYCxvsA3pp/emOJFk3vxS/u/juE2N5/BCQghFrqgFWhWjgfYAP+EutdUQp9T+xenRaa10wWo21ATengjGrpEsmc1Ep6ymmmNBac7gzQsDjoLU3zqvHurl6Xf2ADKUs8ZRBgSi7ewAAE1dJREFUpd89YE2ZIEwUt8PO/Aofh9v7SJvyXSpEtNbsaQ4NyE4ORpP84+8OUeFzcum84f9v6cz9b1Vd8fXGYJQK0QAZeaqjwL9qrSOjnDekQnRmvwv4B631XwxzzYxUvE2kTSKJNI81mTx1wuDvL3XhsIOZiBEIBPJ6s5/K6rFen59QLIXTbuOnb6TY2W5y14UuSl1D/U+bJh6nHe8YNciKrdptsdktxgrRg3nkYJxHjxjcfZ5BQ2UpIzzcnzHF9j8tNLtpUxOKpXBlemNJQ3Pv7hStEc3Ws53MdyewuYYmfaUME69r7HtEPn0di7xUiAbQWt+plHov8KxS6kda6/tGO73/L5kSMN8Cvj2C7RmpeNsRTvDE/laW2WI8cfww3YFlLK72Ez72Orp+DVvW1I24vmKiTGX12IbV59J2rJukTfFq214uX1VL3fKFw57f2hvjvFW1LBhjgWMxVbstRruTYSYrRPfnpKeJR4/s5WTCReP8dVw6ynqkM6HY/qeFZvf5tzroDsbx+l2YWvOvzxzmRDjIp69YzsrGcmLH9+BduGHANSnDJBxNcc0588+o4G4htJdR58gyPbIS4AJGV8AfUCFaKWUDHgQSwDvz4mmeCHishI9sbbKmzPCiw6Y4FYyfVsYvcA53hCnxOHhsbysouHpd/Shni6KHkB/OymQutkUVRzr7ONgWnmGPhCx9iTRHO0+r3D/y2kl2HQ/y/s0LcsVRh6MrkmBTY1lRV40frUJ0daZHdh2wTmv9nyOdO0KF6Bvy5GNe8Tjt+N1OnDbwueyZhI8aAKr8Ll452k19maeg/6mmtiZm3XYbzx/q5JJlVVT6h1cRM0yN3aYoGUEcVBAmwpJqHz6XnVMRk7cHPPzhaDdVJW6qS2Rpx0xzpKMPm01hU4rn3+rkt3tb2bKyhqvW1I14TTJt4rTbWDaKXFUxMFqP7Gal1GosVY9bp8mfaaEu4CaeMgckfAC4nXZMU/N6c2gGvRubtGGiUTxxoB1Ta969vmHEc2NJg5oS96yogi3MPH63g/pSD01h6wEp4HHyzJsdxFPFrVda7KQMkwMtvVT6XLzR2stPXm5iXUMpHzq/cdSh365Iko0LyotGHHgkRgtkAeBK4MdA07R4M01YCh8Gi6r8NPfEchk7AFUlLg609NIeLszyLn2JNNGUgdLwzMEOzl9SSc0oC51jKYP6MlG8F/KDUooLllRysk/zk5ea8LnspAyDl490ScHNGeRkT5Rk2qSrL8kPth+mrtTNJ7csxWEb+RafSBm4naroe2Pw/7d3prF1XNcd/92ZeRv5uK8SJUq0TEmWbC12vSV25KWKrTqWncZtgHxwgn6w6zYBnAJp09RAUSBJ4bSBYxhJ0MBojDpxCrht6jhJvchJXVu2Jcs7LVk7RYkiKe7b49tmTj/Mo0RaokRLQ4pDnh9AzPLe/OfyvXfmzD1z7j1nd2S7gZiIHAUOzFJ7ZoWyoiiCobGyiLwnHB885bQsYyiNO+w41DfJwc0FBlJZnm/pRAReP9RLLu/xR2fpjYFfHG+qsKOinA9fvHoJmxstXjnQwxOvtVKRiNLWm+KjzqGL3bQFiYjQ0j6EbRke/d1+bMvwtVuap6w1Nk5fKsuVjRWTxpuFlSn/UxF5esL6s7PTnNnhVEkXP+GjrTdFTWzi6xE6BsfYf2KYyxaVXYwmnkb3cIZte7qIOxZZF3730QmubKxgcfnU8yf2jGYoTTjqyJRAqUrG2bLMJlFRz6/eO44nwr3XLWNXaz/VJTGteTfLdI9k6B5O89TOo/SPZvnGbavOGqUBf2xpImqfLGsVdsLvis+DeMSmKGZTlogQj1gnZ8KfSHUyxttHBuZEiZf2/hTPt3RSHLUpiUd45bjLWM7ljium7o11DacpT0T47Jr6OZ24ooSP8RvBresXc/eGxbxxqI8nXjtCSdzh5b3dpLL5i9zChcVHHUM8+34H+0+M8GefbmJFzblDhf2p3LzpjcECdWQAdSVx0jmXxsqiM6bcR2yLiG3YdaT/olaQPtQ9wrY9JygvilAUdUjnXH5/1GVdQxmNVaePC/NE6Bgco6E8wS2r69SJKYEzPnuMiPC5dYv5wpUN7Gzt4+c72sjmPV4/qM/LZovBsRz/9voR3m4b4K4Ni7mmqfKcx4xlXYrj86c3BueeomreUlcSo7VnhGWVxby8rxvXO/2jqCjyY//H+sdmvciciLCnY4g3W/uoLYkTsS32dw3zy3fbGc3DHetO7415ntA5lKa5Lsk1TVU6JZUyIzi2RdSx6BhKU5OMseXyRVjG8PRbx3BFuHP9IlqOD54cc6YEz3A6x76uYZ7edYxte05w3SWVfO4sEZqJ9KeybFpVM6+uDwvWkZUWRfyEj6oisq7H+z0e1y+TSamqxhgqi6LsONRLbWls1lJUPU9491g/Hxwboq40TmtPimfea2dPxzClcYcvNjunhQ/yrkfXcJr1S8tZ11Cu6fbKjJKMOaxsquLN1j6ijsVta+uxLcO/v3kUzxPEg9qSuGbMBkz/aJbdHYO8tOcE77T18377EM21Sb58/fJpzbDiiVBWFGHpOWb5CRsL15EVSpqsXVRKVXGUf92d5dXevWxdv3hSGYNE1GYok6OlfZCrlp27236huJ6w83Av+7tGGMvkeeylo3zYMURJ3OFPrlrCTatq8I7vnnRMNu/RPZrh2qYqVoesIJ4SXlbWl7Co3B8Ufaw/xY3N1VjG8NTONnKuEIvYfH5jQyhnU59LiAjdIxm27+/mNx908k7bAL2jWRIRmxsurebzGxqm/awr7wnXNFbMuxvdBfsLG0/4iNs23777cl7a8T7b2jP88wv7WFVXwl0bFrOyrgSAmuIYHx4fYnlVMVUzOINBNu+x/WAPbxzsYfuBXlqOD5GMOdxz5RJuXlVDrPC8a2zCMWNZl4GxLJuaa1hePX9i3ko4KIlHuGV1LYd7RtlxuI/1S8uwTCM/29HGk6+3Up6IsOWKRfMqjDVbeJ5wdCDFL3a08fu93ezvGsYTWFmX5K4Ni7lqWQURyyKT90hl835NRQFB8MR3gAJIYT3nCiWWoeEsmc5hZcE6MvAHRncNZihLRNi0xObWa9fy8r5u/qelk+89v5fV9SVsXe87tOKow47Dfdy+tj6wuxnPE1wRXE/IuR5P7Wzjv95qZ2/XMMmYwxeubODmVbVTJmyMpPOkcnk2r6nXEI5y0TDGcElNkvqyOLta+0jnXL50TSO/2NnGI9v2UZWMcPXyKpx5kiE306RzLkeH8tz35C7eONTHSCZPWSED+YbmaqqKowyN5egbzWFb/rN8y7KwjcG2DI5lsKxT63Zh27EMnWPOvOuNwQJ3ZHXJOEd6RikrTKgbsS3+8LI6PtNcU3BoHXzv+b1cVl/C1g2LKY46HOweobnQU5tIzvUYy7mks35q/MBYjpFMnhd3d5J3hZzn4XqQy7sMjuUZHMsykskzmnEZTvuTfe7tGqY4avPHGxu4ZfXUDgz8wdGe+JMFz2QvUVGmS1HU4cbmGpqqi0lEHLKuy3++1c4DP3uHJZUJmmtL2NhYzh8sq2R1fRLrLLNOLARc1+NIX4r9J0Y40DXMwe5RjvWn6BhMc7Q/g2VOcEVDGTdcWs2quhJGs3lcTxjO5LiktpilFcVUJaOfKIW+e9/8c2KwwB1ZWXGEMyUJRx2LzWvq+MzK6pM9tIef8x1aW98on1pRw3A6R+9ohoGxHIOpHKNZF9f1yBV6V64neMM5Rg4fYjiTZ3gs7y/TOc6UmZyMOdy9YTG3rq4jEZ3swPKe5ztD1yPnCo7rEXEsbl5de/JZn6LMBYwxLK0spqYkztLKBBHboqV9kI7BNC3tQ/zynXYAYo7FsqoiLltUyrolZaxbUs6q+sk3iJ4n5D0/YuGK4LpC3vNtK+8JeVfIul7BLvy/bN63k0zeJZ1zyeQ9MjmPw8dy9L59jIRjE49aJCI2sYhN1LaIOX4WZtSxiDk2tjFg/IK7Bn+2H3/dnKy/Nr4v4woDqSzZvOefK++fe3w7nfPbMZpxaR9I0dqT4kjvKMcH0/SMZMi5ky8GpXGHmpIYdzbZXH3FamzLr17vAWsbylhcnqCyKDove1UXQiCObIoK0X8FePgVoh8N4jxB4zuBqX8QMcfms2vq2dRcw//u6+a5Dzt5/NVWHn+1dVr6toHSxAhliQiVxVGWVxdTlohQGnf8ZSJCccwmXsiGzHvCwFiWwbRvJOIBRog5NkVRm8riKMUxh54Bh01r6k9zeIoyV4hHbK5fUU1TdZIdh3oZzuTI5DxODKfpHMpwfCBNx+AYz7V08sy7x08eF7FAXvgtridnvMm8IFreC1rR58UXp/3WmGNRXhShqjjGpbVJKosilBVFqUg4lBXFiDoWloF4z14SpTFWVCepK4tTGncCrfs23zhrhehpi5yhQrQx5hER+fr48gzHzImKtwOpHJYByaXPWDl1IhlX+LDHQxCiNkQsQ8Ti1LptiFq+MUYsMHlf03/gKoj46a8TMWZyLNuYwt1e4bUz3XjNtaq0qjs95kOF6AvRFQEPKSQf+Dbheh69aTg65NI+Ioxm89i2jVWwA38pWFBY5+RrtgHHgG35N41OYWlb4/v999gGTD5D1oqR9yAv4i/H/2TCuuf3fsbbC5xKmODUNoVtR/LYjoNj+TUNI4XzRywK+8Ax/nWiJArJyLidm5P/hzGn9/pSo6OUlMyN7+1iaEKAFaI/IVN5xDPunysVb1890E3XYIZo90enVU6dSDbvkRrNcHVjjOVVRRPCBoUwRt4jm/PIuh4ZhCyGRO9eRsqbMcbv/VUUR6koKvTEog6JqD2nKrKq7szqXghzxV5UV3VnQ/OTEpQjG68QXQQcLlSIbjPGPAi0BnSOGWE84WOqaXU9EXpHM4DhUyuquKQ6edb49HhcP+95vL79ELdtbCARsTWmrSiKMkME4simqBD9SBDaM81UCR/gTwMzlMmzqi7J+iUV03omZVmGqGWI4qfD6mBQRVGUmWXBX2VL4xGQyb2lnOvRM5KloijClsvrtSyFoijKHGbBO7J4xCYRtRARPBH6RjMIcG1TJStqkzojgaIoyhxnwTsygNrSON2dQsdgmubaJBsay89ZXVVRFEWZG+jVGlhUFqfPMn4YsVTDiIqiKGFiYc8RU+CS6iRliYg6MUVRlBASyIDoC26EMd3AkWm+vRromYFmzIRumNqqujOvu0pETp+o8xMyj+1FdcOpe9HtZU6EFkWkZrrvNcbsOt/ZEWZbN0xtVd3Z0Q1CZ77ai+qGU3cu2IuGFhVFUZRQo45MURRFCTVhdGQ/CZFumNqquuHVvRjnVF3VnUnNT6Q7J5I9FEVRFOV8CWOPTFEURVFOoo5MURRFCTVzIv1+OhhjbsQv3NkM/LWI9AWkuxa4DWgC/kFEAhsPYYy5A7hfRLYGqHk3cDNwGHhUAooNG2OagC8DI8C/iMhwQLqbgI3A3cBXRKQ1AM07geuBcuD7InLwQjULuluAa4Aq4JsikgpAcyXwLeC/gSz+Z1EG/E1Q391Zzh0qm1F7mRl7KeiGwmbO115C0yMTkVdE5GH8+mblAep+CHQBS4BcULrGmI1AHDgUlGaBUWAYiBDs93c/MH6hC+xzEJGXgceAPUEZJTAGVOLXvzsRkCbA7cA/AXuBzUEIisg+4InC5mYR+Q7QAqwPQv8c5w6Nzai9+MyQvUBIbOZ87SU0jgzAGPMl4LCIBPpjF5GfA48DjQHKbgGWAhsLRhoIIvKiiDwEHAQ2BaWLfxF5CfgAuCNAXfDvLn8VoN4q4KvATwn2M3gM+AtgNQFenC4mIbIZtZdTBG0vMM9tJkyhxT8F7gWeM8YsE5HpTtFzLt3bgXXACuDvg9AEEJHvFvSXi8g7QekaY24CrsUP6/xdULr4d0H34t+5fj9AXfDDUPcHqNcDPIQfcgiygGussDwBvBCEoDGmHrgHSAD/Z4z5Fn67nwxC/xznDo3NqL1MImh7gZDYzPnai6bfK4qiKKEmVKFFRVEURfk46sgURVGUUKOOTFEURQk16sgURVGUUKOObA5ijIkYYx40xjxnjPlbY8zu89D4wVleW26MeXDC9k2FgaPj298wxvz5+eorymyjNrOwCU36/UJCRHLAD4wx5cCPgeuMMX8JLAN+hJ/u+1Mgij9+oxR4GPhH4D3gRaDWGHMfcDVwX+H1o4AL/BbAGLMZ+DT+qPyXCvtK8Ac2/tAYcwNwFbBIRL5pjPkucAzYAawxxnwF2AZ8HegHtuOPUekBXhaRD2boI1KUSajNLGy0RxYOjojIDzk1ZmO7iPwauAs4jm8ETcCbQAX+YM0eEfkJkAJqgH4ReQy4dILuVuA7wG/GdxSm2tktIs8AJfgzI1xhjKkBRkTkRyLyVuE9T+BPgfQfIvJt4M6CzFNqkMpFRm1mAaGOLBx4haV8bPsZ/GlnUvh3jknAxjfQicd0AxXGmK8BBybo/hp4ALh1ivNeXtCOiEg3UGyMecAYcyXQZoz5KvAacI8x5iHg2Y+1T1EuFmozCwgdEK0oiqKEGu2RKYqiKKFGHZmiKIoSatSRKYqiKKFGHZmiKIoSatSRKYqiKKFGHZmiKIoSav4fYsYZGNOHPvMAAAAASUVORK5CYII=\n", - "text/plain": [ - "<Figure size 504x288 with 4 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "application/pdf": "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\n", - "image/png": "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\n", - "text/plain": [ - "<Figure size 504x288 with 3 Axes>" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ @@ -974,6 +876,8 @@ " ax.set_title(f'{plot_nbits}-bit Gold code')\n", " if xlabel:\n", " ax.set_xlabel('Amplitude [mHz]')\n", + " else:\n", + " ax.xaxis.set_ticklabels([])\n", " if ylabel:\n", " ax.set_ylabel('Symbol Error Rate')\n", "\n", @@ -1141,25 +1045,25 @@ " results=results)\n", " return fig\n", "\n", - "plot_gold_sensitivity(load_results(*default_files))\\\n", - ".savefig('fig_out/dsss_gold_nbits_sensitivity.pdf');\n", + "#plot_gold_sensitivity(load_results(*default_files))\\\n", + "#.savefig('fig_out/dsss_gold_nbits_sensitivity.pdf');\n", "\n", "plot_amplitude_ber(load_results(*default_files), figsize=(7, 4))\\\n", ".savefig('fig_out/dsss_thf_amplitude_5678.pdf');\n", "\n", - "plot_thf_graph(load_results(*default_files), figsize=(7, 4))\\\n", - ".savefig('fig_out/dsss_thf_sensitivity_5678.pdf')\n", + "#plot_thf_graph(load_results(*default_files), figsize=(7, 4))\\\n", + "#.savefig('fig_out/dsss_thf_sensitivity_5678.pdf')\n", "\n", "# Note: due to a mistake these \"par114\" files actually contain \"par115\" data.\n", - "plot_thf_graph(load_results('data/dsss_experiments_res-par114-run120-0-2020-04-08-20-03-56.json'),\n", - " nbitses=[5,6], ic_ylim=[-4.99, 30],\n", - " figsize=(7, 4))\\\n", - ".savefig('fig_out/dsss_thf_sensitivity_56.pdf');\n", - "\n", - "plot_amplitude_ber(load_results('data/dsss_experiments_res-par114-run120-0-2020-04-08-20-03-56.json'), nbitses=[5,6],\n", - " xlog=True, xlim=[5e-2, 5e1],\n", - " figsize=(7, 4))\\\n", - ".savefig('fig_out/dsss_thf_amplitude_56.pdf');" + "#plot_thf_graph(load_results('data/dsss_experiments_res-par114-run120-0-2020-04-08-20-03-56.json'),\n", + "# nbitses=[5,6], ic_ylim=[-4.99, 30],\n", + "# figsize=(7, 4))\\\n", + "#.savefig('fig_out/dsss_thf_sensitivity_56.pdf');\n", + "\n", + "#plot_amplitude_ber(load_results('data/dsss_experiments_res-par114-run120-0-2020-04-08-20-03-56.json'), nbitses=[5,6],\n", + "# xlog=True, xlim=[5e-2, 5e1],\n", + "# figsize=(7, 4))\\\n", + "#.savefig('fig_out/dsss_thf_amplitude_56.pdf');" ] }, { @@ -1661,7 +1565,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.8.3" } }, "nbformat": 4, |