diff --git a/.ipynb_checkpoints/PostProcessing-checkpoint.ipynb b/.ipynb_checkpoints/PostProcessing-checkpoint.ipynb index bcb6d93..1b7833f 100644 --- a/.ipynb_checkpoints/PostProcessing-checkpoint.ipynb +++ b/.ipynb_checkpoints/PostProcessing-checkpoint.ipynb @@ -104,17 +104,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ nan 0. 0.05629712 0.08383055 0.11269062 0.15244252\n", - " 0.15429671 0.19016292 0.19347884 0.21207961 0.23446757 0.22321317\n", - " 0.23637298 0.24435703 0.24023957 0.24995799 0.25056974 0.25177797\n", - " 0.24494132 0.26517839 0.25334804 0.25934796 0.26707901 0.26173192\n", - " 0.26779199 0.26239763 0.25603638 0.23503068 0.25668221 0.2647878\n", - " 0.26266358] [ nan 0. 0.00025052 0.0002241 0.00021333 0.00020175\n", - " 0.00021076 0.00021035 0.00021951 0.0002063 0.00020435 0.00021369\n", - " 0.00020743 0.00021814 0.00021072 0.0002152 0.00021213 0.00021361\n", - " 0.00021295 0.00022 0.00020852 0.00021494 0.0002077 0.00021724\n", - " 0.00021113 0.00021424 0.00022049 0.00021808 0.0002136 0.00021341\n", - " 0.00021523]\n" + "[0. 0.11496231 0.23107 0.27235602 0.32667279 0.34428789\n", + " 0.3339114 0.35503719 0.37677397 0.36988209 0.37547839] [0. 0.00016192 0.00015887 0.00016946 0.00017079 0.0001787\n", + " 0.00019131 0.00018359 0.00018263 0.0001925 0.00019297]\n" ] } ], @@ -136,16 +128,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Data point 0 failed. Averaging nearest neighbors.\n", - "Loading rate is : 134728.69531147732 \n", - "Error in loading rate fit is : 12851.808687679712\n", - "Time constant is : 1.1972527051434785 \n", - "Error in time constant fit is : 0.14713785809977178\n" + "Loading rate is : 153544.73462844436 \n", + "Error in loading rate fit is : 2453.6762871679725\n", + "Time constant is : 1.8712754867412775 \n", + "Error in time constant fit is : 0.04600979193960375\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -188,9 +179,32 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# Import expansion run file \n", "filename = expansionrun #'02182021_H10M31S8MS224_Picomotor_MOTz_y' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", @@ -218,20 +232,30 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Temperature (uK) is : 163.39529000850618 \n", - "Error in Temperature fit is : 9.283705838304062\n" + "Data point 3 failed. Averaging nearest neighbors.\n", + "Data point 6 failed. Averaging nearest neighbors.\n", + "Data point 9 failed. Averaging nearest neighbors.\n", + "Temperature (uK) is : -0.19741909175079378 \n", + "Error in Temperature fit is : 0.006381580686560847\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\dpean\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:20: RuntimeWarning: invalid value encountered in sqrt\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -274,31 +298,9 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 29 failed. Averaging nearest neighbors.\n", - "Temperature (uK) is : 244.0715467855561 \n", - "Error in Temperature fit is : 6.105591445704815\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling\n", "expansionrun = '05072021_H15M25S0MS736_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -355,31 +357,9 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 4 failed. Averaging nearest neighbors.\n", - "Temperature (uK) is : 0.8229468336184403 \n", - "Error in Temperature fit is : 101.43919773878835\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#1ms PG cooling, 0.5ms delay\n", "expansionrun = '05072021_H15M58S39MS907_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -436,30 +416,9 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Temperature (uK) is : 647.4935812878825 \n", - "Error in Temperature fit is : 142.75393418476492\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "\n", "#1ms PG cooling, 0.25ms delay\n", @@ -517,50 +476,9 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Without PG cooling,Temperature (uK) is : 434.0490738403144 \n", - "Error in Temperature fit is : 21.57696739383637\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "With PG cooling, Temperature (uK) is : 1059.6234907690716 \n", - "Error in Temperature fit is : 112.19831571416928\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling, 0.25ms delay\n", "expansionrun = '05072021_H16M14S14MS523_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -671,54 +589,12 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Without PG cooling,Temperature (uK) is : 1096.395266804926 \n", - "Error in Temperature fit is : 142.0216225399359\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 4 failed. Averaging nearest neighbors.\n", - "With PG cooling, Temperature (uK) is : 1035.984597059979 \n", - "Error in Temperature fit is : 156.75713484991618\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling, 0.5ms delay\n", - "expansionrun = '05072021_H16M41S9MS148_ExpansionTime' # Make sure units of self.variable are us !!!\n", + "expansionrun = '05072021_H16M56S33MS208_ExpansionTime' # Make sure units of self.variable are us !!!\n", "\n", "filename = expansionrun #'02182021_H10M31S8MS224_Picomotor_MOTz_y' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", "\n", @@ -772,7 +648,7 @@ "#######################################################\n", "\n", "#0.5ms PG cooling, 0.5ms delay\n", - "expansionrun = '05072021_H16M52S51MS268_ExpansionTime' # Make sure units of self.variable are us !!!\n", + "expansionrun = '05072021_H16M58S9MS434_ExpansionTime' # Make sure units of self.variable are us !!!\n", "\n", "filename = expansionrun #'02182021_H10M31S8MS224_Picomotor_MOTz_y' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", "\n", diff --git a/PostProcessing.ipynb b/PostProcessing.ipynb index 3f41df4..1b7833f 100644 --- a/PostProcessing.ipynb +++ b/PostProcessing.ipynb @@ -104,17 +104,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ nan 0. 0.05629712 0.08383055 0.11269062 0.15244252\n", - " 0.15429671 0.19016292 0.19347884 0.21207961 0.23446757 0.22321317\n", - " 0.23637298 0.24435703 0.24023957 0.24995799 0.25056974 0.25177797\n", - " 0.24494132 0.26517839 0.25334804 0.25934796 0.26707901 0.26173192\n", - " 0.26779199 0.26239763 0.25603638 0.23503068 0.25668221 0.2647878\n", - " 0.26266358] [ nan 0. 0.00025052 0.0002241 0.00021333 0.00020175\n", - " 0.00021076 0.00021035 0.00021951 0.0002063 0.00020435 0.00021369\n", - " 0.00020743 0.00021814 0.00021072 0.0002152 0.00021213 0.00021361\n", - " 0.00021295 0.00022 0.00020852 0.00021494 0.0002077 0.00021724\n", - " 0.00021113 0.00021424 0.00022049 0.00021808 0.0002136 0.00021341\n", - " 0.00021523]\n" + "[0. 0.11496231 0.23107 0.27235602 0.32667279 0.34428789\n", + " 0.3339114 0.35503719 0.37677397 0.36988209 0.37547839] [0. 0.00016192 0.00015887 0.00016946 0.00017079 0.0001787\n", + " 0.00019131 0.00018359 0.00018263 0.0001925 0.00019297]\n" ] } ], @@ -136,16 +128,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Data point 0 failed. Averaging nearest neighbors.\n", - "Loading rate is : 134728.69531147732 \n", - "Error in loading rate fit is : 12851.808687679712\n", - "Time constant is : 1.1972527051434785 \n", - "Error in time constant fit is : 0.14713785809977178\n" + "Loading rate is : 153544.73462844436 \n", + "Error in loading rate fit is : 2453.6762871679725\n", + "Time constant is : 1.8712754867412775 \n", + "Error in time constant fit is : 0.04600979193960375\n" ] }, { "data": { - "image/png": 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Jxcy26+h5rdwvrrrXFvHd6mu2P6tRq5e5vPoapr4G6WkDIHs4L+9Tza3iq7cNpHa3l9uUW71tILmDbiuVNLqimF/y3bFFUignFzPbbvX6Rk7Z7Z7UIf1Wi+SW9S37EKb2+Q39aPsQ4NQ+vwG+uz32EoPy3sbK4m+5ps+ZXNB0dYsHCzdFH67pc2bLjnAqlzQqpbu1SArl9VzMbLtJez7I5dXXtJiW5PLqa5i054Mtyu1L21ZGvnihD+2N+fhkpsXkFkNpp8Vkxnx8chGuyirByaWba55yv/nnueeeo76+nvPOyzpF77rrLv785z9vLz9//nyefPLJLp9nzz33LFqdrZsqYELFC6pvyDstyQXVN7SIqZ0nx1vHC31ob+LYoRz7D1/h0/3+mwPenM2n+/03x/7DV3rkX+yW8W2xbq55+pdcw4cPp66uDsiSy5577snRR2fj4OfPn89JJ53EQQcd1OZY1jsVNCS4wKG+/drpWG8THzet5SgwgOqaNk+OZx3Sm1sMza2pruK7PaBD2naOWy7FVKZFeO666y5OOukknnvuOX7yk59w5ZVXMmbMGP74xz+yYMECpkyZwpgxY1ixYgUrVqxgwoQJHHbYYRx33HE8/fTTAPz1r3/lqKOO4vDDD+df/uVfSlJPK71CZ+PedNu0txJL0jzUt4UC57LikNPg5BnQfxig7PXkGW2e25g4dijf/cT7GDqgBpE97/HdT7zPSWQX4JZLsRQ4nr+rmmdFBhgxYgTz5s3b/tnw4cP50pe+xJ577sm3vvUtAE455RROOukkPvnJbE7PcePG8ZOf/ISRI0fywAMP8JWvfIU77riD888/ny9/+cucddZZXoCsByt0SHChQ30LbZEABT0ECG6R7KqcXIqlwPH8XZXvtlihNm7cyJ///Gc+9am3Ok/ffPNNAO69915++9vfAvC5z32OCy+8cIfraKVRyO2uQocEFzrUd/v/q509UW/WCSeXYil03YUy2rZtGwMGDGg3OXmW5O6r0IcZCx0S3JWhvoW2SMw64j6XYin0XnWR7bXXXrz++ut5t/fee29GjBjBb37zGyBbYOyxxx4D4JhjjmHOnDlAtjaMdS/Nt7vu6XMez+7xWe7pcx4nbP1jm8XnCh0S7KG+Vm5OLsUyblp2bzpXe/eqi+jkk09m3rx5jBkzhrvvvpvTTz+d6dOnM3bsWFasWMHs2bO59tpref/738/BBx/MzTdna6r96Ec/4qqrruLwww9nw4YNJa2jdV3da4vyPm9S99qiFuUKHRLsob5WbirVIo2SfgacBKyJiNGtPvsWMB0YHBEvK7s/8yPgY8Am4B8j4uFUdhJwcdr1soiYleKHAdcBNcCtwPkREZLeAdwADAeeA06LiFc7q29dXV3U19e3iD311FNdW72xkNlfe5gu/w6sU4X0pbx4yYF5n2x/kcHsd8nytwKtB5JA9kdNnpFbZqUgaXFE1LWOl7LP5Trgv4DrW1VkGHAC8Lec8IlkSxuPBD4A/Bj4QEoU3wHqgAAWS1qQksWPgcnA/WTJZQJwG9nKk7dHxOWSLkrb5emt9r1q60ShfSmF3u5yB7x1VyVLLhHxJ0nD83x0JXABb615D3AqcH1a6/5+SQMk7Q98CFgUEesAJC0CJki6C9g7Iu5L8euBiWTJ5dS0H8As4C7KlVxsl1ZIi6TQocPqX5sNZ28l720w/1Fj3VBZ+1wknQKsiojHWn00FMj9l9SQYh3FG/LEAfaNiBcA0us+HdRnsqR6SfVr1+Zf7rRUtw17gl352ruq0IcZC+1LqVQfnlmxlC25SOoH/F8g37+OvLNy70C8SyJiZkTURUTd4MFt18ju27cvr7zyyi75JRsRvPLKK/Tt27fzwtbhVPW5pvb5Td65u7KhwzkKfALerLsq53MuBwAjgMfS8xW1wMOSjiBreQzLKVsLrE7xD7WK35XitXnKA7wkaf+IeCHdWluzoxWura2loaGB9lo1vV3fvn2prS3tUOreotDlaAvuSwHf7rIerWzJJSKWknOLStJzQF0aLbYA+JqkOWQd+htSclgI/Iekt6fdPgpMjYh1kl6XdCTwAHAW8J+pzAJgEnB5es3t2+mS6upqRowYsaO72y5kyIAaDnttUZt1UBa3mv23S30pZj1YyZKLpF+TtToGSWoAvhMR17ZT/FayYcjLyYYifx4gJZF/Ax5K5S5t7twHvsxbQ5FvSz+QJZW5ks4mG5HWcuEIsx3QWWf9Dw96htGLr9m+/G6tXuZ71dfw+EHDyZ2GpUtzd5n1YCV7zqWnyfecixm0HT4Madr43Nl9rxydt0VC/2Hwjcdbxnrh81C266rEcy5mvUJB68p3ZW4596XYLsDTv5h1oqDO+grNLWfWXTm5mHViyIAaTtntnhaTSJ6y2z0MGZDzHIqfSzFrwbfFzDpRUGe9p2Exa8HJxawTh6/4T2j14GONNmdxvvhW0H0pZtv5tphZZ7rhQnBm3Z1bLrZLK2SySdp58NGd9Wbtc8vFdlnzH1nFPfOu5oZNX2DFHp/lhk1f4J55V7eZbNKd9WZd5+Riu6xHfzeTSzWzxQzFl2omj/5uZsuCnkTSrMt8W8x2Weds/iX9dms7Q/E5m38J/GvLwu6sN+sSt1xslzVkt1e6FDezwjm52C7rjZr9uhQ3s8I5udguq9+Jl7KlquViaFuq+tLvxEsrVCOz3sN9LtYrFTTE+JDTsn8AOU/V7+6n6s2KwsnFepRCksb2IcbMYcgeL7N60yB+OO904Ct5E4yTiVnxley2mKSfSVoj6fGc2HRJT0taImmepAE5n02VtFzSMknjc+ITUmy5pIty4iMkPSDpGUk3SOqT4nuk7eXp8+GlukYrr+Z1VVatbySAVesbmXrT0jbPpRQ8xNjMSqaUfS7XARNaxRYBoyPiEOAvwFQASQcBpwMHp32ullQlqQq4CjgROAj4TCoL8D3gyogYCbwKnJ3iZwOvRsSBwJWpnPUCHa2rkuuczb+kn9obYmxm5VCy5BIRfwLWtYr9ISK2pM37geb5M04F5kTEmxHxV7Lljo9IP8sj4tmI2AzMAU6VJLLpaG9M+88CJuYca1Z6fyMwLpW3Hq6gdVXwEGOz7qCSo8X+ibfWvR8K5E7e1JBi7cUHAutzElVzvMWx0ucbUvk2JE2WVC+pfu3atTt9QVZaLdZP6SDuIcZmlVeR5CLp/wJbgNnNoTzFYgfiHR2rbTBiZkTURUTd4MGDO660VdyU8aOoqa5qEauprmLK+FEtYh5ibFZ5ZR8tJmkScBIwLiKav/QbgGE5xWqB1el9vvjLwABJu6fWSW755mM1SNod6E+r23PWMzWP9PIQY7Pur6zJRdIE4ELggxGxKeejBcCvJP0AGAKMBB4ka4WMlDQCWEXW6f/ZiAhJdwKfJOuHmQTcnHOsScB96fM7cpKY9XATq+5l4h6XQt8G2KMWqqYBeZKGhxibVVTJkoukXwMfAgZJagC+QzY6bA9gUepjvz8ivhQRT0iaCzxJdrvsqxGxNR3na8BCoAr4WUQ8kU5xITBH0mXAI8C1KX4t8AtJy8laLKeX6hqtzJbMhVvOg6bUgb9hZbYNTiRm3Yz8R32mrq4u6uvrK10N68iVo9tZtGsYfOPxtnEzKzlJiyOirnXcT+hbt1DQdC1ebtisx/DElVZxhT553+6ywl5u2KzbcXKxiiv0yXsvN2zWczi5WMUV+uS9lxs26znc52IVN2RADavyJJi8T+R7iLFZj+DkYhU3Zfwo7pl3NV9nDkP0MqtjED/kdI4d/5VKV83MdpCTi1XcxKp7Oan6Gnbf+gYAtXqZy6uuYfeq95P3AUkz6/bc52KVd/ul2xNLs923vpFN32JmPZKTi1Wen18x63WcXKzy/PyKWa/TYXKRtJsk3/S20vLzK2a9TofJJSK2AV8rU11sV+XnV8x6nUJGiy2S9C3gBuB/m4MR4TVSrHj8/IpZr1JIcvmn9PrVnFgA7yp+dczMrDfoNLlExIhyVMTMzHqPTkeLSeon6WJJM9P2SEknFbDfzyStkfR4TuwdkhZJeia9vj3FJWmGpOWSlkg6NGefSan8M2mJ5Ob4YZKWpn1mKK0+1t45rDIeWvBTXrzkQLZ9pz8vXnIgDy34aaWrZGZlUMhQ5J8Dm4Gj03YDcFkB+10HTGgVuwi4PSJGArenbYATyZY2HglMBn4MWaIgW8HyA8ARwHdyksWPU9nm/SZ0cg4rs4cW/JTRiy9mP9aym2A/1jJ68cVOMGa7gEKSywERcQXQBBARjWRr23coIv5EtsxwrlOBWen9LGBiTvz6yNwPDJC0PzAeWBQR6yLiVWARMCF9tndE3BfZUprXtzpWvnNYmQ17eDo12twiVqPNDHt4eoVqZGblUkhy2SyphqwTH0kHAG/u4Pn2jYgXANLrPik+FMhdv7YhxTqKN+SJd3SONiRNllQvqX7t2rU7eEnWnn0i/+90n3i5zDUxs3IrJLl8B/g9MEzSbLJbTRcUuR75WkKxA/EuiYiZEVEXEXWDBw/u6u7WiTXK/ztdo0FlromZlVunySUiFgGfAP4R+DVQFxF37eD5Xkq3tEiva1K8ARiWU64WWN1JvDZPvKNzWJmtPHQKjdGnRawx+rDy0CkVqpGZlUuhc4t9EBgH/D1w3E6cbwHQPOJrEnBzTvysNGrsSGBDuqW1EPiopLenjvyPAgvTZ69LOjKNEjur1bHyncPK7PBTvsjjh13GiwxmW4gXGczjh13G4ad8sdJVM7MSU9Yf3kEB6WrgQLJWC8CngRUR8dX29wJJvwY+BAwCXiK7vTYfmAu8E/gb8KmIWJcSxH+RjfjaBHw+IurTcf4J+HY67L9HxM9TvI5sRFoNcBtwbkSEpIH5ztHZL6Kuri7q6+s7K2ZmZjkkLY6IujbxApLLE8DoNCoLSbsBSyPi4JLUtEKcXMzMuq695FLIbbFlZK2AZsOAJcWqmJmZ9T7tTv8i6RayEVj9gackPZi2PwD8uTzVMzOznqijucW+X7ZaWM+zZG62DPGGhmxRr3HTPKuxmW3XbnKJiD/mbkvau6PytgtZMpctN5/71rr3G1Zm2+AEY2ZAYRNXTpb0Elk/Sz2wOL3aLmrTbdPeSizJ7lvfYNNtXjnSzDKFtESmAAdHeM4Oy/RtfLFLcTPb9RQyWmwF2bMnZgCs3jawS3Ez2/UUklymAn+W9NO0bsoMSTNKXTHrvq7pcyabWk3rsin6cE2fMytUIzPrbgq5LfZT4A5gKbCttNWxnmDMxyczbd4Wvh5zGKJXWB0D+SGnc+zHJ1e6ambWTRSSXLZExDdLXhPrMSaOHQp8hU8vHMfq9Y0MGVDDlPGjUtzMrLDkcqekycAt5KzjUsh8XdZ7TRw71MnEzNpVSHL5bHqdmhML4F3Fr46ZmfUGnSaXiBhRjoqYmVnv0WlykXRWvnhEXF/86piZWW9QyG2xw3Pe9yVbNOxhwMmlN/KcYWZWBIUsc3xuzs8XgLFAn87264ikb0h6QtLjkn4tqa+kEZIekPSMpBsk9Ull90jby9Pnw3OOMzXFl0kanxOfkGLLJV20M3XdpSyZC7ecBxtWApG93nJeFjcz64JClznOtQkYuaMnlDQUOA+oi4jRQBVwOvA94MqIGAm8CpyddjkbeDUiDgSuTOWQdFDa72CyFSyvllQlqQq4CjgROAj4TCprnbn9UmhqbBlrasziZmZdUEifS/O6LpAlo4PIlhHe2fPWSGoC+gEvAB/mrZFps4BLgB8Dp6b3ADcC/5WWRT4VmBMRbwJ/lbQcOCKVWx4Rz6b6z0lln9zJOndo/iOrmL5wWc9+7mNDQ9fiZmbtKKTPJXddly3A8xGxw982EbFK0vfJ1rdvBP5ANtPy+ojYkoo1AM3fzEOBlWnfLZI2AANT/P6cQ+fus7JV/AP56pKe35kM8M53vjNfkYLMf2QVU29aSmPTVgBWrW9k6k1LAXpUgtlUsx/9Gl/IH69Afcys5yqkz+WPOT/37kxiAZD0drKWxAhgCPA2sltYbU7dvEs7n3U13jYYMTMi6iKibvDgwZ1VvV3TFy7bnliaNTZtZfrCZTt8zEq4ounTeecMu6Lp0xWqkZn1VIWs5/KJ1Mm+QdJrkl6X9NoYvegAABKSSURBVNpOnPMjwF8jYm1ENAE3AUcDAyQ1t6RqgdXpfQMwLNVld7Jll9flxlvt0168ZFavb+xSvLuatfEILmo6h4Ztg9gWomHbIC5qOodZG4/ofGczsxyF3Ba7Ajg5Ip4q0jn/BhwpqR/ZbbFxZIuP3Ql8EpgDTAJuTuUXpO370ud3RERIWgD8StIPyFpAI4EHyVouIyWNAFaRdfo39+WUxJABNazKk0iGDKgp5WmLbsiAGhasP5YFm49tER/aw67DzCqvkNFiLxUxsRARD5B1zD9MNtPybsBM4ELgm6ljfiBwbdrlWmBgin8TuCgd5wmygQVPAr8HvhoRW1O/zdeAhcBTwNxUtmSmjB9FTXVVi1hNdRVTxo8q5WmLrrdch5lVniLydke8VUD6EbAfMJ+WE1feVNqqlVddXV3U1+/46s29YrQYvec6zKw8JC2OiLo28QKSy8/zhCMi/qlYlesOdja5mJntitpLLoVMXPn50lTJzMx6qx15Qt/MzKxDTi5mZlZ0Ti5mZlZ0hcwtNgA4CxieWz4izitdtazoPJW+mZVRIQ9R3ko2h9dSYFtpq2Ml0TyVfvOMx81T6YMTjJmVRCHJpW9EfLPkNbHS6WgqfScXMyuBQvpcfiHpC5L2l/SO5p+S18yKx1Ppm1mZFdJy2QxMB/4vb80uHMC7SlUpK7L+tWl1yTxxM7MSKKTl8k3gwIgYHhEj0o8TSw/y0AHn0thqKv3G6MNDB5xboRqZWW9XSHJ5gmxpY+uhvv7kSC5sNZX+hU3n8PUnd3i1ajOzDhVyW2wr8KikO2k5caWHIvcQq9c3soq2U+mrh603Y2Y9RyHJZX76sR6qt6w3Y2Y9RyETV86S1Ad4dwotSytIWg8xZfwopt60tMVSzF6nxcxKqZBljj8EPANcBVwN/EXS8TtzUkkDJN0o6WlJT0k6Kg1xXpSWVF4k6e2prCTNkLRc0hJJh+YcZ1Iq/4ykSTnxwyQtTfvMkKSdqW9PN3HsUL77ifcxdEANIltZ8rufeJ/XaTGzkilkPZfFwGcjYlnafjfw64g4bIdPKs0C7o6Ia1KrqB/wbWBdRFwu6SLg7RFxoaSPAecCHwM+APwoIj6QnrWpB+rIhkYvBg6LiFclPQicTzazwK3AjIi4raM6eT0XM7Oua289l0JGi1U3JxaAiPgLUL0TFdkbOJ60jHFEbI6I9cCpwKxUbBYwMb0/Fbg+MvcDAyTtD4wHFkXEuoh4FVgETEif7R0R90WWOa/POZaZmZVBIR369ZKuBX6Rts8gayXsqHcBa4GfS3p/Otb5wL4R8QJARLwgaZ9UfiiQ+wRgQ4p1FG/IEzczszIppOXyZbJnXc4jSwJPAl/ciXPuDhwK/DgixgL/C1zUQfl8/SWxA/G2B5YmS6qXVL927dqOa21mZgUrJLl8KSJ+EBGfiIh/iIgryRLOjmoAGiLigbR9I1myeSnd0iK9rskpPyxn/1pgdSfx2jzxNiJiZkTURUTd4MGDd+KSzMwsVyHJZVKe2D/u6Akj4kVgpaTmcbDjyFpDC3LONQm4Ob1fAJyVRo0dCWxIt88WAh+V9PY0suyjwML02euSjkyjxM7KOVbvs2QuXDkaLhmQvS6ZW+kamZm13+ci6TPAZ4ERkhbkfLQ38MpOnvdcYHYaKfYs8HmyRDdX0tnA34BPpbK3ko0UW042Dc3nASJinaR/Ax5K5S6NiHXp/ZeB64Aa4Lb00/t4nRYz66baHYos6e+AEcB3adkn8jrwWERszbtjD9UjhyJfObqd2Y6HwTceL399zGyX095Q5HZbLhHxPPA8cFSrAx0DzAC+WuxKWhd5nRYz66YK6XNB0hhJV0h6DrgMeLqktbLCtLcei9dpMbMKaze5SHq3pGmSngL+i+yZEkXE30fEf5athta+cdPYUtW3RWhLVV8YN61CFTIzy3TUcnmabCTXyRFxbEoovaqfpaebv/UYLmq1TstFTecwf+sxla6ame3iOnpC//8ApwN3Svo9MIf8DyhahUxfuIxVm4/mRo5uEb9v4TJPSmlmFdVuyyUi5kXEp4H3AHcB3wD2lfRjSR8tU/2sA6vbWeyrvbiZWbl02qEfEf8bEbMj4iSyp90fpePpWqxM2lvsy4uAmVmlFTRarFmagfinEfHhUlXICjdl/ChqqqtaxLwImJl1B4XMimzdVHO/yvSFy1i9vpEhA2qYMn6U+1vMrOKcXHq4iWOHOpmYWbfTpdtiZmZmhXByMTOzonNyMTOzonNyMTOzonNyMTOzonNyMTOzoqtYcpFUJekRSf+TtkdIekDSM5JuSKtUImmPtL08fT485xhTU3yZpPE58QkptlySZxMwMyuzSrZczgeeytn+HnBlRIwEXgXOTvGzgVcj4kDgylQOSQeRTax5MDABuDolrCrgKuBE4CDgM6lsz7JkbrbS5CUDstclcytdIzOzglUkuUiqBT4OXJO2BXwYuDEVmQVMTO9PTdukz8el8qcCcyLizYj4K7AcOCL9LI+IZyNiM9lszqeW/qqKaMlcuOW8tIRxZK+3nOcEY2Y9RqVaLj8ELgC2pe2BwPqI2JK2G4Dmx86Hki1URvp8Qyq/Pd5qn/bibUiaLKleUv3atWt39pqK5/ZLoanVzMZNjVnczKwHKHtykXQSsCYiFueG8xSNTj7rarxtMGJmRNRFRN3gwYM7qHWZbWjoWtzMrJupxNxixwCnSPoY0BfYm6wlM0DS7ql1UgusTuUbgGFAg6Tdgf7Aupx4s9x92ov3DP1r0y2xPHEzsx6g7C2XiJgaEbURMZysQ/6OiDgDuBP4ZCo2Cbg5vV+Qtkmf3xERkeKnp9FkI4CRwIPAQ8DINPqsTzrHgjJcWvGMm8aWqr4tQluq+sK4aRWqkJlZ13Sn51wuBL4paTlZn8q1KX4tMDDFv0laqCwingDmAk8Cvwe+GhFbU8vna8BCstFoc1PZHmP+1mO4qOkcGrYNYluIhm2DuKjpHOZvPabSVTMzK4iyRoDV1dVFfX19pasBwDGX38GqPEsVDx1Qw70XeZ02M+s+JC2OiLrW8e7UcrFkdZ7E0lHczKy7cXLphoYMqOlS3Mysu3Fy6YamjB9FTXVVi1hNdRVTxo+qUI3MzLrGyxx3Q83LFk9fuIzV6xsZMqCGKeNHeTljM+sxnFy6qYljhzqZmFmP5dtiZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4uZmZWdE4u5bZkLlw5Gi4ZkL0umVvpGpmZFV3Zk4ukYZLulPSUpCcknZ/i75C0SNIz6fXtKS5JMyQtl7RE0qE5x5qUyj8jaVJO/DBJS9M+MySp3NeZ15K5cMt5aQnjyF5vOc8Jxsx6nUq0XLYA/xwR7wWOBL4q6SCyFSZvj4iRwO1pG+BEsiWMRwKTgR9DloyA7wAfAI4AvtOckFKZyTn7TSjDdXXu9kuhqdWaLE2NWdzMrBcpe3KJiBci4uH0/nWypYiHAqcCs1KxWcDE9P5U4PrI3A8MkLQ/MB5YFBHrIuJVYBEwIX22d0TcF9kym9fnHKuyNjR0LW5m1kNVtM9F0nBgLPAAsG9EvABZAgL2ScWGAitzdmtIsY7iDXni+c4/WVK9pPq1a9fu7OV0rn9t1+JmZj1UxZKLpD2B3wJfj4jXOiqaJxY7EG8bjJgZEXURUTd48ODOqrzzxk2D6larSVbXZHEzs16kIslFUjVZYpkdETel8EvplhbpdU2KNwDDcnavBVZ3Eq/NE6+8Q06Dk2dA/2GAsteTZ2RxM7NepOyLhaWRW9cCT0XED3I+WgBMAi5PrzfnxL8maQ5Z5/2GiHhB0kLgP3I68T8KTI2IdZJel3Qk2e22s4D/LPmFFeqQ05xMzKzXq8RKlMcAnwOWSno0xb5NllTmSjob+BvwqfTZrcDHgOXAJuDzACmJ/BvwUCp3aUSsS++/DFwH1AC3pR8zMysTZQOqrK6uLurr6ytdDTOzHkXS4oioax33E/pmZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0Ti5mZlZ0lVgsrCwkTQB+BFQB10TE5SU94ZK5cPulsKEB+tfCuGl5V5yc/8gqpi9cxur1jQwZUMOU8aOYOHZoSatmZlZuvTK5SKoCrgJOABqAhyQtiIgnS3LCJXPhlvOgqTHb3rAy24YWCWb+I6uYetNSGpu2ArBqfSNTb1oK4ARjZr1Kb70tdgSwPCKejYjNwBzg1JKd7fZL30oszZoas3iO6QuXbU8szRqbtjJ94bKSVc3MrBJ6a3IZCqzM2W5IsRYkTZZUL6l+7dq1O362DQ0FxVevb8xbrL24mVlP1VuTi/LEok0gYmZE1EVE3eDBg3f8bP1rC4oPGVCTt1h7cTOznqq3JpcGYFjOdi2wumRnGzcNqlsliOqaLJ5jyvhR1FRXtYjVVFcxZfyoklXNzKwSemWHPvAQMFLSCGAVcDrw2ZKdrbnTvpPRYs2d9h4tZma9nSLa3C3qFSR9DPgh2VDkn0XEv3dUvq6uLurr68tSNzOz3kLS4oioax3vrS0XIuJW4NZK18PMbFfUW/tczMysgpxczMys6JxczMys6JxczMys6JxczMys6JxczMys6JxczMys6HrtQ5RdJWkt8HwRDjUIeLkIx+kpdqXr3ZWuFXy9vV2xrvfvIqLN5IxOLkUmqT7f06q91a50vbvStYKvt7cr9fX6tpiZmRWdk4uZmRWdk0vxzax0BcpsV7reXelawdfb25X0et3nYmZmReeWi5mZFZ2Ti5mZFZ2TSxFJmiBpmaTlki6qdH1KSdLPJK2R9Hil61JqkoZJulPSU5KekHR+petUSpL6SnpQ0mPpev+10nUqNUlVkh6R9D+VrkupSXpO0lJJj0oq2QqJ7nMpEklVwF+AE4AGsqWWPxMRT1a0YiUi6XhgI3B9RIyudH1KSdL+wP4R8bCkvYDFwMRe/N9WwNsiYqOkauAe4PyIuL/CVSsZSd8E6oC9I+KkStenlCQ9B9RFREkfGHXLpXiOAJZHxLMRsRmYA5xa4TqVTET8CVhX6XqUQ0S8EBEPp/evA08BQytbq9KJzMa0WZ1+eu1foZJqgY8D11S6Lr2Jk0vxDAVW5mw30Iu/gHZVkoYDY4EHKluT0kq3iR4F1gCLIqI3X+8PgQuAbZWuSJkE8AdJiyVNLtVJnFyKR3livfavvV2RpD2B3wJfj4jXKl2fUoqIrRExBqgFjpDUK299SjoJWBMRiytdlzI6JiIOBU4EvppucRedk0vxNADDcrZrgdUVqosVWep7+C0wOyJuqnR9yiUi1gN3ARMqXJVSOQY4JfVDzAE+LOmXla1SaUXE6vS6BphHdku/6JxciuchYKSkEZL6AKcDCypcJyuC1MF9LfBURPyg0vUpNUmDJQ1I72uAjwBPV7ZWpRERUyOiNiKGk/2bvSMizqxwtUpG0tvSoBQkvQ34KFCSEZ9OLkUSEVuArwELyTp850bEE5WtVelI+jVwHzBKUoOksytdpxI6Bvgc2V+1j6afj1W6UiW0P3CnpCVkfzQtioheP0R3F7EvcI+kx4AHgd9FxO9LcSIPRTYzs6Jzy8XMzIrOycXMzIrOycXMzIrOycXMzIrOycXMzIrOycWsyCQNzBmy/KKkVTnbfy7ROcdKandurPTsSkmGnJrls3ulK2DW20TEK8AYAEmXABsj4vslPu23gcs6qNNaSS9IOiYi7i1xXczccjErJ0kb0+uHJP1R0lxJf5F0uaQz0joqSyUdkMoNlvRbSQ+ln2PyHHMv4JCIeCxtfzCnpfRI8xPZwHzgjDJdqu3inFzMKuf9wPnA+8hmAHh3RBxBNvX7uanMj4ArI+Jw4P+Qf1r4OlpO4fEt4Ktp4snjgMYUr0/bZiXn22JmlfNQRLwAIGkF8IcUXwr8fXr/EeCgbHozAPaWtFdaV6bZ/sDanO17gR9Img3cFBENKb4GGFL8yzBry8nFrHLezHm/LWd7G2/929wNOCoiGmlfI9C3eSMiLpf0O+BjwP2SPhIRT6cyHR3HrGh8W8yse/sD2YSoAEgak6fMU8CBOWUOiIilEfE9slth70kfvZsSzYBr1pqTi1n3dh5QJ2mJpCeBL7UukFol/XM67r8u6fE0820jcFuK/z3wu3JU2syzIpv1ApK+AbweER096/In4NSIeLV8NbNdlVsuZr3Dj2nZh9OCpMHAD5xYrFzccjEzs6Jzy8XMzIrOycXMzIrOycXMzIrOycXMzIrOycXMzIru/wEfRqk/OTlW0AAAAABJRU5ErkJggg==\n", 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\n", 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" ] @@ -188,9 +179,32 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# Import expansion run file \n", "filename = expansionrun #'02182021_H10M31S8MS224_Picomotor_MOTz_y' #CHANGE ONLY THIS LINE WHEN YOU WANT TO LOAD A NEW .npz FILE\n", @@ -218,20 +232,30 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Temperature (uK) is : 163.39529000850618 \n", - "Error in Temperature fit is : 9.283705838304062\n" + "Data point 3 failed. Averaging nearest neighbors.\n", + "Data point 6 failed. Averaging nearest neighbors.\n", + "Data point 9 failed. Averaging nearest neighbors.\n", + "Temperature (uK) is : -0.19741909175079378 \n", + "Error in Temperature fit is : 0.006381580686560847\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\dpean\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:20: RuntimeWarning: invalid value encountered in sqrt\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -274,31 +298,9 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 29 failed. Averaging nearest neighbors.\n", - "Temperature (uK) is : 244.0715467855561 \n", - "Error in Temperature fit is : 6.105591445704815\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling\n", "expansionrun = '05072021_H15M25S0MS736_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -355,31 +357,9 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 4 failed. Averaging nearest neighbors.\n", - "Temperature (uK) is : 0.8229468336184403 \n", - "Error in Temperature fit is : 101.43919773878835\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#1ms PG cooling, 0.5ms delay\n", "expansionrun = '05072021_H15M58S39MS907_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -436,30 +416,9 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Temperature (uK) is : 647.4935812878825 \n", - "Error in Temperature fit is : 142.75393418476492\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "\n", "#1ms PG cooling, 0.25ms delay\n", @@ -517,50 +476,9 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Without PG cooling,Temperature (uK) is : 434.0490738403144 \n", - "Error in Temperature fit is : 21.57696739383637\n" - ] - }, - { - "data": { - "image/png": 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8vK/DMCYo7DyUy7hZq4kKC2X+pMG0iQr8L2Re6fRS1SwRWQFcBlwI7HJ6hpqJyC5nHCEd6ACki0hjIBo4XttzhYaG0qmTf040ZYxpOPYc/ZaxM1cTGtKI+RMHEeeBpTF9wWPdRyLS2mkhICLhwBVAiqq2U9UEVU0ATjoJAeBtYLzz+HrgEw3GPiBjjN9LP3GSsTNXU1KqzJ84iIRWzX0dUr3xZEuhPTDHGVhuBLymqu9WU38WME9EduFqIdzkwdiMMeacHM4p4NaZq8kpKGLBpMF0aRvp65DqlceSgqpuBpJqqBNR4XEBrvEGY4zxS8fyChk7czWHcwuZN2EQveKifR1SvQusW+2MMcZHsvOLuO3VNew7fpJZ4wfQ//zzfB2SR1hSMMaYGuQVFnP77DXsPJTLy+P6M6TzGVfLNxiBecudMcZ4SUFRCRPnrGVzejbTb+nHpd3a+Dokj7KWgjHGnEVhcQl3zUth9e7jPH9jX0b1aufrkDzOkoIxxlShuKSUBxdsZOXOIzzzo95cmxgcE2daUjDGmEpKSpVHFm3ig20H+c3oHtw0sKOvQ/IaSwrGGFOBqvLEki0s2ZjJlJHduPPi4JohwZKCMcY4VJUn393OgjX7ufeyztx72YU179TAWFIwxhjHtA9Tmf3ZHu4YlsAj36+/ZXkDiSUFY4wBpi/fxfTladw8sAO/Gd2Dc1zOJeBZUjDGBL1Zn+5m6rJUxiTG8tSY3kGbEMCSgjEmyC1Ys48/vLudUT3bMe2GvoQ0Ct6EAJYUjDFBbMmGDB5fvIVLu7XmpZuTaBxiH4n2DhhjgtIHWw/y8KJNDOrUghm39qdJY/s4BEsKxpggtDz1MPcvWE+f+Ghmjh9AWGiIr0PyG5YUjDFB5Yu0Y9w9L4WubSP55x0DiWhq84JWZEnBGBM0UvaeYMKctXRs0Yx5EwYRHR7q65D8jiUFY0xQ2JqRze2z19AmsinzJw6iRfMmvg7JL1lSMMY0eDsP5TJu1mqiwkKZP2kwbaLCfB2S37KkYIxp0PYc/ZZbZ66mcUgj5k8cRFxMuK9D8muWFIwxDVb6iZOMnbmaopJS5k8cREKr5r4Oye/ZsLsxpkE6nFPArTNXk1NQxIJJg+naNtLXIQUEaykYYxqcY3mFjJ25msO5hfzzjoH0iov2dUgBw5KCMaZByc4v4rZX17Dv+ElmjR9A//PP83VIAcWSgjGmwcgrLOb22WvYeSiXl8f1Z0jnlr4OKeDYmIIxpkEoKCph4py1bE7PZvot/bi0WxtfhxSQrKVgjAl4hcUl3P2vFFbvPs6fb+jLqF7tfB1SwLKkYIwJaMUlpTy4YCMrUo/w9I96MyYpztchBTRLCsaYgFVSqjyyaBMfbDvIb0b34OaBHX0dUsCzpGCMCUiqyhNLtrBkYyZTRnbjzos7+TqkBsFjSUFEwkRkjYhsEpFtIvJ7p3y+iKSKyFYReVVEQp1yEZGXRGSXiGwWkX6eis0YE9hUlSff3c6CNfu597LO3HvZhb4OqcHwZEuhELhcVfsCicAoERkMzAcuAnoD4cBEp/4PgC7Oz2Tg7x6MzRgTwKZ9mMrsz/Zwx7AEHvl+N1+H06B4LCmoS57zNNT5UVVd6mxTYA0Q79S5FpjrbPoSiBGR9p6KzxgTmKYv38X05WncPLADvxndAxHxdUgNSo1JQUSGiMh0p0vniIjsE5GlInKviFR777iIhIjIRuAw8JGqrq6wLRQYB3zgFMUB+yvsnu6UVT7mZBFZJyLrjhw5UvMrNMY0GK9+upupy1IZkxjLU2N6W0LwgGqTgoi8j6t7ZxkwCmgP9ACeAMKAt0TkmrPtr6olqpqIqzUwUER6Vdj8N+B/qrqq7HRVHaKKY76iqsmqmty6devqwjfGNCAL1+zjyXe3M7JnW6bd0JeQRpYQPKGmO5rHqerRSmV5wHrn588i0qqmk6hqloiswJVYtorIb4HWwF0VqqUDHSo8jwcyazq2MabhW7Ihg8cWb+F7XVvz0s1JNA6xCyc9pdqkUDkhiEhUxX1U9XgVSaOsbmugyEkI4cAVwJ9EZCIwEhihqqUVdnkbuE9EFgKDgGxVPXAuL8oYExiWbMhg6rJUMrPyiY0JZ8rIbmfcfPbB1oM8vGgTgzq14OVx/WnaOMRH0QYHt+Y+EpG7gCeBfL7r0lHggmp2aw/MEZEQXN1Ur6nquyJSDOwFvnD6A99U1SeBpcBVwC7gJHBH7V+OMSZQLNmQwWNvbiG/qASAjKx8HntzC0B5Ylieepj7F6ynT3w0M8cPICzUEoKnuTsh3iNAz7O1CqqiqpuBpCrKqzynczXSve4e3xgT2KYuSy1PCGXyi0pcA8lJcXyRdoy756XQtW0k/7xjIBFNbf5Ob3C3Yy4N17d3Y4ypF5lZ+WctT9l7gglz1tKxRTPmTRhEdHiol6MLXu6m3seAz0VkNa6b0gBQ1Qc8EpUxpsGLjQkno4rE0CqiKbfPXkPryKbMnziIFs2b+CC64OVuS+Fl4BPgSyClwo8xxpyTKSO7EV5pjKBp40acLComsmlj5k8cRJuoMB9FF7zcbSkUq+rPPRqJMSaolA0ml1191CayKflFJTQNDeHfkwYTf14zH0cYnNxNCstFZDLwDqd3Hx33SFTGmKAwJimOMUlxpJ84yU9e/pKQklLmTxxEQqvmvg4taLmbFG5x/n2sQllNl6QaY0yNDucUcOvM1eQUFLFg0mC6to30dUhBza2koKo2Ubkxpt7tP36S22ev4XBuIfMmDKJXXLXTqRkvcPfmtduqKlfVufUbjjEmWKzdc5y75qVQUqrMvn0A/c8/z9chGdzvPhpQ4XEYMALX3EeWFIwxtfZ6SjqPvbmZDuc1Y+b4ZC5oHeHrkIzD3e6j+ys+d6bMnueRiIwxDVZpqfLcslRmrExj2IUt+dst/YluZjem+ZNzvW/8JK4V0owxxi3fFhbz0H828tH2Q4wd1JHfXdOTUJvt1O+4O6bwDt9NhNcI15oKr3kqKGNMw5KRlc/EOetIPZjD76/pyW1DzrcFcvyUuy2FaRUeFwN7VTXdA/EYYxqY9ftOMHluCoVFJcy+YyDf62qLY/mzapOCiIizZvLKmurUf2jGmED31sYMpry+mXZRYSycPIgL29g9CP6upg695SJyv4h0rFgoIk1E5HIRmQOM91x4xphAVFqqPP9hKg8u3EhihxiW3DvMEkKAqKn7aBRwJ7BARDoBWbguSQ0BPgReUNWNng3RGBNI8k+V8PCijSzdcpAbk+N5akxvmjS2AeVAUdNynAXA34C/iUgo0ArIV9UsbwRnjAksB7MLmDR3HVszs3nih92ZcHEnG1AOMG5fkqqqRYCtmWyMqdKW9Gwmzl1LXkExM29LZkT3tr4OyZwDW9/OGFNnS7cc4OevbaRl86a8cc9QLmoX5euQzDmypGCMOWeqyv99sos/f7ST/uefx8vj+tMqoqmvwzJ14HZSEJHzgS6q+l8RCQcaq2qu50IzxvizgqISHn1jM29tzOS6pDievq43YZVWUjOBx907micBk4EWQGcgHpiBa2I8Y0yQOZxbwOS5KWzcn8WUkd2459LONqDcQLjbUrgXGAisBlDVr0WkjceiMsb4re2ZOUycs5YTJ4uYcWs/RvVq7+uQTD1yNykUquqpsm8CItKY7+ZCMsYEiQ+3HeSh/2wkOjyURXcPsUVxGiB3k8JKEXkcCBeRK4F7cK3XbIwJAqrKy//7hj998BV94mP4x7j+tIkK83VYxgPcTQq/BCYAW4C7gKWq+g+PRWWM8RuFxSX8avFWXk9JZ3Sf9ky7oa8NKDdg7iaFscDCiolAREar6rueCcsY4w+O5RVy979SWLvnBA9d0YUHR3SxAeUGzt0JSf4KrBKR7hXKnvRAPMYYP5F6MJdrp3/G5vRs/npzEg9d0dUSQhBwNynsxjUx3usicoNTZr8dxjRQy786zI///jmnikt57a4hXN031tchGS9xt/tIVXW9iHwP14ypg3DNlGqMaUBUlVc/28Mf39tO9/ZRzByfTPvocF+HZbzI3ZbCAQBVPQqMxHU5aq/qdhCRMBFZIyKbRGSbiPzeKe8kIqtF5GsR+Y+INHHKmzrPdznbE871RRljau9UcSmPL97CH97dzvd7tGPR3UMsIQQht5KCqv6wwuNSVZ2iqjXtWwhcrqp9gURglIgMBv6Eax2GLsAJXFc14fx7QlUvBF5w6hljvCDr5Clue3U1C9bs597LOvO3sf1o1sSmRgtGNS3H+RdVfUhE3qGKm9VU9Zqz7ess0ZnnPA11fhS4HLjFKZ8D/A74O3Ct8xjgdeD/bKlPYzwv7UgeE/65lsysAl74SV9+lBTv65CMD9X0VWCe8++0czm4iIQAKcCFwHQgDchS1WKnSjoQ5zyOA/YDqGqxiGQDLYGjlY45Gdc8THTseNoqocaYWlr19RHumb+epo0bsWDyYPqff56vQzI+VtPKaynOvyvLykTkPKCDqm6u6eCqWgIkikgMsBjoXlW1skNXs63iMV8BXgFITk62VoQx52jeF3v43Tvb6dImgpnjk4k/r5mvQzJ+wN1ZUlcA1zj1NwJHRGSlqv7cnf1VNcs5xmAgRkQaO62FeCDTqZYOdADSnbmVooHjtXgtxhg3FJeU8uS725n7xV5GXNSGF29OIqKpjR8YF3evPopW1RzgOmC2qvYHrqhuBxFp7bQQcNZfuALYASwHrneqjQfech6/7TzH2f6JjScYU7+y84u4459rmfvFXu665AJeuS3ZEoI5jbu/DY1FpD1wI/ArN/dpD8xxxhUaAa+p6rsish1YKCJPARuAWU79WcA8EdmFq4Vwk7svwhhTsz1Hv2XCnLXsO36S537chxsHdPB1SMYPuZsUngSWAZ+q6loRuQD4urodnDGHpCrKv8G1NkPl8gLghsrlxpi6+yLtGD+dn4IA8yYMYvAFLX0dkvFTbiUFVV0ELKrw/Bvgx54KyhhTfxau2ccTS7aS0Ko5s8Ync37L5r4Oyfgx60w0poEqKVWeWbqDmZ/u5pKurfm/W5KICgv1dVjGz1lSMKYByi0o4oEFG1ieeoTbhybwxA+70zjE3etKTDCr6Y7m61T1TW8FY4ypu/3HTzJhzlrSjnzLU2N6cevg830dkgkgNbUUngAsKRgTINbtOc7keSkUl5Qy986BDLuwla9DMgHGuo+MaSDeSEnnsTe3EHdeOLPGJ3NB6whfh2QCUE1J4SIRqWo6C8E1510fD8RkjKmF0lJl6oep/H1FGkM7t+TvY/sT3cwGlM25qSkp7Aau9kYgxpja+7awmJ/9ZyMfbj/ELYM68vtrehJqA8qmDmpKCqdUda9XIjHG1EpmVj4T5qwj9WAOv7u6B+OHJtgayqbOakoKn3klCmNMrWzYd4JJc1MoLCrh1dsHcGm3Nr4OyTQQNU2dfZ+I9AJ+AfTANZX1duDP7kydbYypf29tzGDK65tpFxXGgkmD6NI20tchmQak2s5HEbkW1zoIK4A7gYnASuANZ5sxxktKS5XnP9rJgws3khgfw5J7h1lCMPWupu6jJ4ErVXVPhbJNIvIJrimv36pyL2NMvco/VcIjizbx3pYD3NA/nj/+qDdNGtuAsql/NSWF0EoJAQBV3SMids2bMV5wKKeASXPXsSUjm19d1Z2JwzvZgLLxmJqSQpGIdFTVfRULReR8oPgs+xhj6smW9Gwmzl1LXkEx/xiXzBU92vo6JNPA1ZQUfgv8V0SeBlJwDTQPAH4JPOrh2IwJSEs2ZDB1WSqZWfnExoQzZWQ3xiTF1fo4S7cc4OevbaRl86a8/tOhdG8f5YFojTldTVcfLRGR3cDDwP247mTeBtyoqpu8EJ8xAWXJhgwee3ML+UUlAGRk5fPYm1sA3E4Mqsr05buY9uFO+nWM4eVxybSObOqxmI2pqMa5j5wP/9u8EIsxAW/qstTyhFAmv6iEqctS3UoKBUUl/PKNzSzZmMmPkuJ45rrehIWGeCpcY85Q09TZb1e3XVWvqd9wjAlsmVn5tSqv6EhuIZPnrWPDviymjOzGPZd2tgFl43U1tRSGAPuBBcBqXN1HxpiziI0JJ6OKBBAbE17tftszc5g4Zy0nThYx49Z+jOrV3lMhGrbbYUQAABLUSURBVFOtmi50bgc8DvQCXgSuBI6q6kpVXenp4IwJNFNGdiO8UndPeGgIU0Z2O+s+H20/xPUzPqdUYdHdQywhGJ+qNimoaomqfqCq44HBwC5ghYjc75XojAkwY5xxgLiYcASIiwnnmet6VzmeoKq8vDKNyfPW0aVNBG/fN4xecdHeD9qYCmocaBaRpsAPgZuBBOAlbDU2Y85qTFJcjYPKhcUl/GrxVl5PSeeHfdrz5xv62oCy8Qs1DTTPwdV19D7we1Xd6pWojGnAjuUV8tN/rWfNnuM8OKILD13RxQaUjd+oqaUwDvgW6Ao8UOEXt2zlNbubxpha2Hkolwlz1nI4p5CXbk7imr6xvg7JmNPUdPOazbhlTD1ZnnqYB/69gbAmIfznriEkdojxdUjGnKHGMQVjTN2oKrM/28NT723nonZRzLo9mfbR1V+iaoyvWFIwxoOKSkr5zVvbWLBmHyN7tuWFnyTSrIn92Rn/Zb+dxnhI1slT3DN/PZ+nHePeyzrz8JXdaNTIBpSNf7OkYIwHpB3JY+KcdWScyOf5G/tyXb94X4dkjFssKRhTjwqLS5j3xV5e/PhrmoQ0YsHkQfQ/v4WvwzLGbR5LCiLSAZiLa6qMUuAVVX1RRBKBGUAYroV67lHVNeK63vVF4CrgJHC7qq73VHzG1CdV5b0tB/jTB1+x/3g+w7u04ukf9aZDi2a+Ds2YWvFkS6EYeFhV14tIJJAiIh8Bz+G6Ee59EbnKeX4p8AOgi/MzCPi7868xfm3tnuP88b0dbNyfxUXtIpl750Au6dra12EZc048lhRU9QBwwHmcKyI7gDhcq7eV3fQWDWQ6j68F5qqqAl+KSIyItHeOY4zf+eZIHs++/xUfbj9E26imTL2+D9f1iyfEBpNNAPPKmIKIJABJuKbffghYJiLTcE3IN9SpFodrmu4y6U7ZaUlBRCYDkwE6duzoybCNqdKxvEJe/Phr/r16H00bN+KR73dlwsUXEN7E5i4ygc/jSUFEIoA3gIdUNUdEngJ+pqpviMiNwCzgCqpeq0HPKFB9BXgFIDk5+YztxnhK/qkSXv1sN39fkUZ+UQm3DOzIg1d0oVWELZVpGg6PJgURCcWVEOaratnMquOBB53Hi4CZzuN0oEOF3eP5rmvJGJ8pKVUWb8jgzx+mciC7gCt7tOXRURdxYZsIX4dmTL3z5NVHgqsVsENVn6+wKRP4HrACuBz42il/G7hPRBbiGmDOtvEE42urvj7C00u/YseBHPrGR/OXnyQy6IKWvg7LGI/xZEthGK5ZVreIyEan7HFgEvCiiDQGCnDGB4CluC5H3YXrktQ7PBibMdX66mAOzyz9ipU7jxB/Xjgv3ZzE6N7t7Y5k0+B58uqjTzn7ms79q6ivwL2eiscYdxzMLuD5j1J5PSWdyLBQnvhhd8YNOZ+mjW0Q2QQHu6PZGCCvsJiXV6bxj1XfUFoKdw7rxH2XX0hMsya+Ds0Yr7KkYIJacUkpC9bu58X/7uRo3imu7hvLL0Z2szuRTdCypGCCkqry3x2Hefb9HaQd+ZaBnVowa3x3+trCNybIWVIwQWfT/iz+uHQHa3Yf54LWzfnHbclc0b2NrZNsDJYUTBDZf/wkU5el8vamTFpFNOEPY3px04AOhIbYqrPGlLGkYBq87JNF/N/yr5nz+V4aNYL7L7+Qu77XmYim9utvTGX2V2EarLK1Df76yS5yCoq4vl88D3+/G+2iw3wdmjF+y5KCaXBUlXc3H+C5Za61DS7p2prHfnAR3dtH1byzMUHOkoJpUNbsPs4fl+5gk61tYMw5saRgGoS0I3n8yVnboF1UmK1tYMw5sqRgAtrRvEJe/O/X/HvNPsJDQ5gysht3DutkaxsYc44sKZiAlH+qhFmffsOMld/Y2gbG1CNLCiaglJQqb65P588f7uRgTgHf79GWR39wEZ1b29oGxtQHSwomYPxv5xGeXrqDrw7m0rdDDC/dnMTATi18HZYxDYolBeP3dhzI4emlO1j19VE6tAjnrzcnMbpPe5uWwhgPsKRg/NbB7AL+/GEqr69PJ8rWNjDGKywpGL+TV1jMjBVpzPzUtbbBxIs7cd9lXYhuFurr0Ixp8CwpGL9RVFLKQlvbwBifsqRgarRkQwZTl6WSmZVPbEw4U0Z2Y0xSXL0dX1X5aPshnv3gK76xtQ2M8SlLCqZaSzZk8NibW8gvKgEgIyufx97cAlAvicHWNjDGv1hSMNWauiy1PCGUyS8qYeqy1Dolhf3HT/LcslTesbUNjPErlhRMtTKz8mtVXhNb28AY/2Z/iaZasTHhZFSRAGJjwmt1nMprG9zQP56fX2lrGxjjbywpmGpNGdnttDEFoHziOXeoKu9sPsBUW9vAmIBgScFUq2zc4FyuPlr9zTGeXrqDTenZdG8fxbwJvRnexdY2MMafWVIwNRqTFFerQeW0I3k8+/5XfOSsbTDthr78KCnO1jYwJgBYUjD15mheIX/5704WrNlvaxsYE6AsKZg6K1vb4O8r0igoLmXsoI48MMLWNjAmEFlSMOespFR5Y306z9vaBsY0GJYUzDmxtQ2MaZg8lhREpAMwF2gHlAKvqOqLzrb7gfuAYuA9Vf2FU/4YMAEoAR5Q1WWeis+cG1vbwJiGzZMthWLgYVVdLyKRQIqIfAS0Ba4F+qhqoYi0ARCRHsBNQE8gFviviHRV1ZKzHN94gapyKKeQbZnZvL/1IG/Y2gbGNGgeSwqqegA44DzOFZEdQBwwCXhWVQudbYedXa4FFjrlu0VkFzAQ+MJTMZrTqSr7j+ezNTObrRnZbMvMYVtmNkfzTgHQJKSRrW1gTAPnlTEFEUkAkoDVwFRguIj8ESgAHlHVtbgSxpcVdkt3yiofazIwGaBjx44ejbshKylVvjmSx7bMHLZmZLM105UEcguKAWjcSOjSNpLLurWhZ2wUveKi6d4+iuY2R5ExDZrH/8JFJAJ4A3hIVXNEpDFwHjAYGAC8JiIXAFV1SusZBaqvAK8AJCcnn7HdnOlUcSk7D+WyLTObrRmub/87DuSWT13RtHEjureP4pq+sfSKi6ZXbDRd2kYQFmpdQ8YEG48mBREJxZUQ5qvqm05xOvCmqiqwRkRKgVZOeYcKu8cDmZ6MryE6eaqYHQdy2e4kgK2Z2ew8lEtRiSt/RjRtTI/YKG4e2JFecVH0jI2mc+vmNLYpq40xePbqIwFmATtU9fkKm5YAlwMrRKQr0AQ4CrwN/FtEnsc10NwFWOOp+BqC7Pwitjv9/mVjAGlH8ih12k8tmjehZ2wUEy6+gF5xUfSKjaZji2Y0sukmjDFn4cmWwjBgHLBFRDY6ZY8DrwKvishW4BQw3mk1bBOR14DtuK5cuteuPPrO0bzC0wZ/t2bksO/4yfLt7aLC6BUXxVW929MrLpqesVG0jw6zS0WNMbUirs/jwJScnKzr1q3zdRj1SlXJzC5gW0Y2WzNz2OYkgoM5BeV1zm/ZjF6x0fRwBoB7xkbZlBLGGLeJSIqqJle1zS4l8aHSUmXv8ZPlV/9sd64EOnGyCIBGAp1bRzCkc0t6xrr6/3vERhEdbpeDGmM8w5KClxSXlLLrSB7bnMHfbRk5bD+QQ16h6xLQ0BChW7tIvt+jnWsAOC6a7u2ibIZRY4xXWVLwgIKiEnYeyi2//HNrZg5fHcihsLgUcK1c1r19JNf1iyvvBuraNpImje0KIGOMb1lSqKNvC4vZcaDsBjDXv7sO51HsXAIUGdaYXrHRjBt8vusegLgoOrWKsAVnjDF+yZJCLWSdPFV+B/C2TFc30O6j31I2Vt8qogk9Y6MZ0b0NvWKj6RkbTYcW4XYFkDEmYARtUliyIaPadYcP5xScNgXE1owcMrLyy7fHxYTTMzaKa/vGue4BiIumTWRTSwDGmIAWlElhyYYMHntzS/k0DxlZ+fzi9c28t+UAxSWlbM3M4UhuYXn9Tq2ak9QxhnFDzndaAFGc17yJr8I3xhiPCcqkMHVZanlCKHOqpJSPth/ionaRXNKldYVJ4CKJDLNLQI0xwSEok0JmhW6gyj546BIvRmKMMf4lKK+BjI0Jr7I87izlxhgTLIIyKUwZ2Y3wStNCh4eGMGVkNx9FZIwx/iEou4/KrjKq7uojY4wJRkGZFMCVGCwJGGPM6YKy+8gYY0zVLCkYY4wpZ0nBGGNMOUsKxhhjyllSMMYYUy6gl+MUkSPA3joephVwtB7C8RSLr+78PUaLr24svto7X1VbV7UhoJNCfRCRdWdbq9QfWHx15+8xWnx1Y/HVL+s+MsYYU86SgjHGmHKWFOAVXwdQA4uv7vw9Rouvbiy+ehT0YwrGGGO+Yy0FY4wx5SwpGGOMKRc0SUFERolIqojsEpFfVrG9qYj8x9m+WkQS/Cy+n4vIdhHZLCIfi8j5/hRfhXrXi4iKiFcvwXMnPhG50XkPt4nIv/0pPhHpKCLLRWSD8398lZfje1VEDovI1rNsFxF5yYl/s4j087P4xjpxbRaRz0Wkrz/FV6HeABEpEZHrvRVbralqg/8BQoA04AKgCbAJ6FGpzj3ADOfxTcB//Cy+y4BmzuOf+lt8Tr1I4H/Al0CyP8UHdAE2AOc5z9v4WXyvAD91HvcA9ngrPueclwD9gK1n2X4V8D4gwGBgtZ/FN7TC/+0P/C2+Cr8HnwBLgeu9GV9tfoKlpTAQ2KWq36jqKWAhcG2lOtcCc5zHrwMjRET8JT5VXa6qJ52nXwLxXorNrfgcfwCeAwq8GBu4F98kYLqqngBQ1cN+Fp8CUc7jaCDTi/Ghqv8DjldT5Vpgrrp8CcSISHvvRFdzfKr6edn/Ld7/+3Dn/QO4H3gD8ObvXq0FS1KIA/ZXeJ7ulFVZR1WLgWygpVeicy++iibg+tbmLTXGJyJJQAdVfdeLcZVx5/3rCnQVkc9E5EsRGeW16NyL73fArSKSjuub5P3eCc1ttf0d9SVv/33USETigB8BM3wdS02CZeW1qr7xV74W1506nuL2uUXkViAZ+J5HI6p02irKyuMTkUbAC8Dt3gqoEnfev8a4upAuxfUtcpWI9FLVLA/HBu7FdzPwT1X9s4gMAeY58ZV6Pjy3+PLvw20ichmupHCxr2Op5C/Ao6pa4r0OiHMTLEkhHehQ4Xk8ZzbPy+qki0hjXE34mpqD9cWd+BCRK4BfAd9T1UIvxQY1xxcJ9AJWOL/w7YC3ReQaVV3nB/GV1flSVYuA3SKSiitJrPWT+CYAowBU9QsRCcM1kZq/dDW49TvqSyLSB5gJ/EBVj/k6nkqSgYXO30cr4CoRKVbVJb4Nqwq+HtTwxg+u5PcN0InvBvp6VqpzL6cPNL/mZ/El4Rqs7OKP71+l+ivw7kCzO+/fKGCO87gVrq6Qln4U3/vA7c7j7rg+cMXL/88JnH0g94ecPtC8xge/h9XF1xHYBQz1dlzuxFep3j/x44HmoGgpqGqxiNwHLMN1BcCrqrpNRJ4E1qnq28AsXE32XbhaCDf5WXxTgQhgkfNtY5+qXuNH8fmMm/EtA74vItuBEmCKeunbpJvxPQz8Q0R+hqtb5nZ1PkG8QUQW4Opaa+WMa/wWCHXin4FrnOMqXB+8J4E7vBWbm/H9BtcY4N+cv49i9eLMpG7EFzBsmgtjjDHlguXqI2OMMW6wpGCMMaacJQVjjDHlLCkYY4wpZ0nBGGNMuaC4JNWYikSkJfCx87QdrktUjzjPT6rqUA+cMwm4V1Un1vE49wHfqurs+onMmNPZJakmqInI74A8VZ3m4fMsAp5S1U11PE4z4DNVTaqfyIw5nXUfGVOBiOQ5/14qIitF5DUR2Skizzpz9q8RkS0i0tmp11pE3hCRtc7PsCqOGQn0KUsIIvI7EZkjIh+KyB4RuU5EnnOO+4GIhDr1npXv1tCYBqCumXL3iMhAb70nJrhYUjDm7PoCDwK9gXFAV1UdiGt+nbJZTF8EXlDVAcCPnW2VJQOVF1/pjGvqiGuBfwHLVbU3kA/8UERa4JpVs6eq9gGeqrDvOmB43V+eMWeyMQVjzm6tqh4AEJE04EOnfAuuRY8ArgB6VJj5MkpEIlU1t8Jx2vPdmEWZ91W1SES24Jr64oMKx04A3sW1LsVMEXnPeV7mMHBRHV+bMVWypGDM2VWciba0wvNSvvvbaQQMUdX8ao6TD4RVdWxVLRWRogrzHJUCjZ35kgYCI3DNw3UfcLlTJ8w5pjH1zrqPjKmbD3F9YAMgIolV1NkBXFibg4pIBBCtqkuBh4CKx+3Kmd1RxtQLSwrG1M0DQLIzGLwduLtyBVX9Coh2BpzdFQm8KyKbgZXAzypsGwb8tw4xG3NWdkmqMV7gTImdq6pVDUTX5jhJwM9VdVz9RGbM6aylYIx3/J3TxyjOVSvg1/VwHGOqZC0FY4wx5aylYIwxppwlBWOMMeUsKRhjjClnScEYY0w5SwrGGGPK/T9IDKqb374coQAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "With PG cooling, Temperature (uK) is : 1059.6234907690716 \n", - "Error in Temperature fit is : 112.19831571416928\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling, 0.25ms delay\n", "expansionrun = '05072021_H16M14S14MS523_ExpansionTime' # Make sure units of self.variable are us !!!\n", @@ -671,51 +589,9 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Data point 5 failed. Averaging nearest neighbors.\n", - "Without PG cooling,Temperature (uK) is : 460.73341854138044 \n", - "Error in Temperature fit is : 103.52312519082894\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "With PG cooling, Temperature (uK) is : -160.65635262527096 \n", - "Error in Temperature fit is : 48.374576391594054\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#No PG cooling, 0.5ms delay\n", "expansionrun = '05072021_H16M56S33MS208_ExpansionTime' # Make sure units of self.variable are us !!!\n",