{ "cells": [ { "cell_type": "markdown", "id": "4b5aa280", "metadata": {}, "source": [ "# Exploratory analysis for the Massively parallel recordings in macaque motor cortex during an instructed delayed reach-to-grasp task data\n", "[Link to the paper](https://www.nature.com/articles/sdata201855)" ] }, { "cell_type": "markdown", "id": "1cab39fa", "metadata": {}, "source": [ "### Importing necessary libraries used." ] }, { "cell_type": "code", "execution_count": 60, "id": "f8e99b34", "metadata": {}, "outputs": [], "source": [ "import urllib\n", "\n", "import numpy as np\n", "import quantities as pq\n", "from matplotlib import pyplot as plt\n", "\n", "import neo\n", "from elephant.statistics import mean_firing_rate, time_histogram, instantaneous_rate\n", "from viziphant.statistics import plot_time_histogram, plot_isi_histogram\n", "from viziphant.rasterplot import rasterplot" ] }, { "cell_type": "markdown", "id": "cfe15189", "metadata": {}, "source": [ "### Retrieving the data into current local directory.\n", "\n", "- This might take long time to run as the data is over 150MB.\n", "- Only used electrophysiological data for monkey N.\n", "- The data is already spike sorted." ] }, { "cell_type": "code", "execution_count": null, "id": "5e6385e4", "metadata": {}, "outputs": [], "source": [ "url_path = 'https://gin.g-node.org/INT/multielectrode_grasp/raw/master/datasets/i140703-001-03.nev'\n", "local_path = './i140703-001-03.nev'\n", "urllib.request.urlretrieve(url_path, local_path)" ] }, { "cell_type": "markdown", "id": "d6ec2ff9", "metadata": {}, "source": [ "### Reading the .nev data using the BlackrockIO() class of neo." ] }, { "cell_type": "code", "execution_count": 3, "id": "f3809c50", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/ree/.local/lib/python3.9/site-packages/neo/rawio/blackrockrawio.py:445: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", " curr_data = data[mask]\n" ] } ], "source": [ "#create a reader\n", "reader = neo.io.BlackrockIO(filename='i140703-001-03.nev')" ] }, { "cell_type": "markdown", "id": "bee9b314", "metadata": {}, "source": [ "### Printing out the structure of the neo object." ] }, { "cell_type": "code", "execution_count": 4, "id": "1de8b2a1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "BlackrockIO: i140703-001-03.nev\n", "nb_block: 1\n", "nb_segment: [1]\n", "signal_channels: []\n", "unit_channels: [ch1#0, ch1#1, ch1#2, ch2#0 ... ch95#2 ch95#3 ch96#0 ch96#1]\n", "event_channels: [digital_input_port, serial_input_port, comments]\n", "\n" ] } ], "source": [ "print(reader)" ] }, { "cell_type": "markdown", "id": "6fd23225", "metadata": {}, "source": [ "### Printing out all the key-value pairs." ] }, { "cell_type": "code", "execution_count": 5, "id": "b932e70f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "nb_block 1\n", "nb_segment [1]\n", "signal_channels []\n", "unit_channels [('ch1#0', 'Unit 1000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch1#1', 'Unit 1001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch1#2', 'Unit 1002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch2#0', 'Unit 2000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch2#1', 'Unit 2001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch2#2', 'Unit 2002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch3#0', 'Unit 3000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch3#1', 'Unit 3001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch3#2', 'Unit 3002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch4#0', 'Unit 4000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch4#1', 'Unit 4001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch4#2', 'Unit 4002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch5#0', 'Unit 5000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch5#1', 'Unit 5001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch6#0', 'Unit 6000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch6#1', 'Unit 6001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch6#2', 'Unit 6002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch7#0', 'Unit 7000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch7#1', 'Unit 7001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch7#2', 'Unit 7002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch7#3', 'Unit 7003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch8#0', 'Unit 8000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch8#1', 'Unit 8001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch8#2', 'Unit 8002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch8#3', 'Unit 8003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch8#4', 'Unit 8004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch9#0', 'Unit 9000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch9#1', 'Unit 9001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch9#2', 'Unit 9002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch10#0', 'Unit 10000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch10#1', 'Unit 10001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch11#0', 'Unit 11000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch11#1', 'Unit 11001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch11#2', 'Unit 11002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch11#3', 'Unit 11003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch12#0', 'Unit 12000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch12#1', 'Unit 12001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch13#0', 'Unit 13000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch13#1', 'Unit 13001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch13#2', 'Unit 13002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch14#0', 'Unit 14000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch14#1', 'Unit 14001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch14#2', 'Unit 14002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch14#3', 'Unit 14003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch15#0', 'Unit 15000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch15#1', 'Unit 15001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch16#0', 'Unit 16000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch16#1', 'Unit 16001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch16#2', 'Unit 16002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch17#0', 'Unit 17000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch18#0', 'Unit 18000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch18#1', 'Unit 18001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch18#2', 'Unit 18002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch18#3', 'Unit 18003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch18#4', 'Unit 18004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch19#0', 'Unit 19000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch20#0', 'Unit 20000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch20#1', 'Unit 20001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch21#0', 'Unit 21000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch21#1', 'Unit 21001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch21#2', 'Unit 21002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch22#0', 'Unit 22000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch22#1', 'Unit 22001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch22#2', 'Unit 22002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch22#3', 'Unit 22003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch23#0', 'Unit 23000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch23#1', 'Unit 23001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch24#0', 'Unit 24000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch24#1', 'Unit 24001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch24#2', 'Unit 24002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch25#0', 'Unit 25000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch25#1', 'Unit 25001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch26#0', 'Unit 26000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch26#1', 'Unit 26001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch26#2', 'Unit 26002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch26#3', 'Unit 26003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch27#0', 'Unit 27000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch27#1', 'Unit 27001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch27#2', 'Unit 27002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch27#3', 'Unit 27003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch28#0', 'Unit 28000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch28#1', 'Unit 28001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch28#2', 'Unit 28002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch29#0', 'Unit 29000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch29#1', 'Unit 29001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch30#0', 'Unit 30000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch30#1', 'Unit 30001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch30#2', 'Unit 30002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch30#3', 'Unit 30003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch30#4', 'Unit 30004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch31#0', 'Unit 31000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch31#1', 'Unit 31001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch32#0', 'Unit 32000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch32#1', 'Unit 32001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch32#2', 'Unit 32002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch32#3', 'Unit 32003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch33#0', 'Unit 33000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch33#1', 'Unit 33001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch33#2', 'Unit 33002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch33#3', 'Unit 33003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch33#4', 'Unit 33004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch34#0', 'Unit 34000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch34#1', 'Unit 34001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch35#0', 'Unit 35000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch35#1', 'Unit 35001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch36#0', 'Unit 36000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch36#1', 'Unit 36001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch36#2', 'Unit 36002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch37#0', 'Unit 37000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch38#0', 'Unit 38000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch38#1', 'Unit 38001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch38#2', 'Unit 38002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch39#0', 'Unit 39000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch40#0', 'Unit 40000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch40#1', 'Unit 40001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch40#2', 'Unit 40002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch40#3', 'Unit 40003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch41#0', 'Unit 41000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch41#1', 'Unit 41001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch42#0', 'Unit 42000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch42#1', 'Unit 42001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch42#2', 'Unit 42002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch43#0', 'Unit 43000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch43#1', 'Unit 43001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch43#2', 'Unit 43002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch44#0', 'Unit 44000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch44#1', 'Unit 44001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch45#0', 'Unit 45000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch46#0', 'Unit 46000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch46#1', 'Unit 46001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch47#0', 'Unit 47000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch47#1', 'Unit 47001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch48#0', 'Unit 48000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch48#1', 'Unit 48001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch48#2', 'Unit 48002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch48#3', 'Unit 48003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch49#0', 'Unit 49000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch49#1', 'Unit 49001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch50#0', 'Unit 50000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch50#1', 'Unit 50001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch50#2', 'Unit 50002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch51#0', 'Unit 51000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch51#1', 'Unit 51001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch52#0', 'Unit 52000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch52#1', 'Unit 52001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch52#2', 'Unit 52002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch52#3', 'Unit 52003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch53#0', 'Unit 53000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch53#1', 'Unit 53001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch54#0', 'Unit 54000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch55#0', 'Unit 55000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch55#1', 'Unit 55001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch55#2', 'Unit 55002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch56#0', 'Unit 56000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch56#1', 'Unit 56001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch56#2', 'Unit 56002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch57#0', 'Unit 57000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch57#1', 'Unit 57001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch58#0', 'Unit 58000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch58#1', 'Unit 58001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch58#2', 'Unit 58002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch59#0', 'Unit 59000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch59#1', 'Unit 59001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch59#2', 'Unit 59002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch60#0', 'Unit 60000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch60#1', 'Unit 60001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch60#2', 'Unit 60002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch61#0', 'Unit 61000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch61#1', 'Unit 61001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch61#2', 'Unit 61002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch62#0', 'Unit 62000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch62#1', 'Unit 62001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch62#2', 'Unit 62002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch62#3', 'Unit 62003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch62#4', 'Unit 62004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch63#0', 'Unit 63000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch63#1', 'Unit 63001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch63#2', 'Unit 63002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch63#3', 'Unit 63003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch64#0', 'Unit 64000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch64#1', 'Unit 64001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch64#2', 'Unit 64002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch65#0', 'Unit 65000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch65#1', 'Unit 65001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch65#2', 'Unit 65002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch66#0', 'Unit 66000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch66#1', 'Unit 66001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch66#2', 'Unit 66002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch67#0', 'Unit 67000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch67#1', 'Unit 67001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch68#0', 'Unit 68000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch68#1', 'Unit 68001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch68#2', 'Unit 68002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch69#0', 'Unit 69000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch69#1', 'Unit 69001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch69#2', 'Unit 69002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch70#0', 'Unit 70000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch71#0', 'Unit 71000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch71#1', 'Unit 71001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch71#2', 'Unit 71002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch72#0', 'Unit 72000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch72#1', 'Unit 72001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch73#0', 'Unit 73000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch73#1', 'Unit 73001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch73#2', 'Unit 73002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch74#0', 'Unit 74000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch74#1', 'Unit 74001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch74#2', 'Unit 74002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch75#0', 'Unit 75000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch75#1', 'Unit 75001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch75#2', 'Unit 75002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch76#0', 'Unit 76000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch76#1', 'Unit 76001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch77#0', 'Unit 77000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch77#1', 'Unit 77001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch77#2', 'Unit 77002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch78#0', 'Unit 78000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch78#1', 'Unit 78001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch78#2', 'Unit 78002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch79#0', 'Unit 79000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch79#1', 'Unit 79001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch79#2', 'Unit 79002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch79#3', 'Unit 79003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch79#4', 'Unit 79004', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch80#0', 'Unit 80000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch80#1', 'Unit 80001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch80#2', 'Unit 80002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch81#0', 'Unit 81000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch81#1', 'Unit 81001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch81#2', 'Unit 81002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch82#0', 'Unit 82000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch82#1', 'Unit 82001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch83#0', 'Unit 83000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch83#1', 'Unit 83001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch83#2', 'Unit 83002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch84#0', 'Unit 84000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch84#1', 'Unit 84001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch85#0', 'Unit 85000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch85#1', 'Unit 85001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch85#2', 'Unit 85002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch86#0', 'Unit 86000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch86#1', 'Unit 86001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch86#2', 'Unit 86002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch86#3', 'Unit 86003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch87#0', 'Unit 87000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch87#1', 'Unit 87001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch88#0', 'Unit 88000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch88#1', 'Unit 88001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch89#0', 'Unit 89000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch89#1', 'Unit 89001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch90#0', 'Unit 90000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch90#1', 'Unit 90001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch91#0', 'Unit 91000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch91#1', 'Unit 91001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch91#2', 'Unit 91002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch91#3', 'Unit 91003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch92#0', 'Unit 92000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch92#1', 'Unit 92001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch92#2', 'Unit 92002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch93#0', 'Unit 93000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch93#1', 'Unit 93001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch93#2', 'Unit 93002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch94#0', 'Unit 94000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch94#1', 'Unit 94001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch94#2', 'Unit 94002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch95#0', 'Unit 95000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch95#1', 'Unit 95001', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch95#2', 'Unit 95002', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch95#3', 'Unit 95003', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch96#0', 'Unit 96000', 'uV', 0.25, 0., 10, 30000.)\n", " ('ch96#1', 'Unit 96001', 'uV', 0.25, 0., 10, 30000.)]\n", "event_channels [('digital_input_port', '', b'event') ('serial_input_port', '', b'event')\n", " ('comments', '', b'event')]\n" ] } ], "source": [ "for key_var , value_var in reader.header.items():\n", " print(key_var,value_var)" ] }, { "cell_type": "markdown", "id": "9b22bb4b", "metadata": {}, "source": [ "### Printing out the total number of units." ] }, { "cell_type": "code", "execution_count": 9, "id": "507dbcb2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total number of units : 271\n" ] } ], "source": [ "total_units = reader.unit_channels_count()\n", "print('Total number of units :',total_units)" ] }, { "cell_type": "markdown", "id": "d93a8d66", "metadata": {}, "source": [ "### Printing out the total number of spikes for each unit." ] }, { "cell_type": "code", "execution_count": 11, "id": "ec62443f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Unit with index 0 has 3412 spikes\n", "Unit with index 1 has 14348 spikes\n", "Unit with index 2 has 952 spikes\n", "Unit with index 3 has 2078 spikes\n", "Unit with index 4 has 9003 spikes\n", "Unit with index 5 has 646 spikes\n", "Unit with index 6 has 4346 spikes\n", "Unit with index 7 has 14183 spikes\n", "Unit with index 8 has 3681 spikes\n", "Unit with index 9 has 3767 spikes\n", "Unit with index 10 has 12669 spikes\n", "Unit with index 11 has 3430 spikes\n", "Unit with index 12 has 42 spikes\n", "Unit with index 13 has 1691 spikes\n", "Unit with index 14 has 3483 spikes\n", "Unit with index 15 has 13496 spikes\n", "Unit with index 16 has 41507 spikes\n", "Unit with index 17 has 1482 spikes\n", "Unit with index 18 has 27570 spikes\n", "Unit with index 19 has 8297 spikes\n", "Unit with index 20 has 2943 spikes\n", "Unit with index 21 has 1584 spikes\n", "Unit with index 22 has 15066 spikes\n", "Unit with index 23 has 6825 spikes\n", "Unit with index 24 has 11368 spikes\n", "Unit with index 25 has 3390 spikes\n", "Unit with index 26 has 648 spikes\n", "Unit with index 27 has 8158 spikes\n", "Unit with index 28 has 4466 spikes\n", "Unit with index 29 has 945 spikes\n", "Unit with index 30 has 5815 spikes\n", "Unit with index 31 has 1960 spikes\n", "Unit with index 32 has 5884 spikes\n", "Unit with index 33 has 2006 spikes\n", "Unit with index 34 has 142 spikes\n", "Unit with index 35 has 110 spikes\n", "Unit with index 36 has 18029 spikes\n", "Unit with index 37 has 5 spikes\n", "Unit with index 38 has 3469 spikes\n", "Unit with index 39 has 454 spikes\n", "Unit with index 40 has 1280 spikes\n", "Unit with index 41 has 18221 spikes\n", "Unit with index 42 has 10520 spikes\n", "Unit with index 43 has 3198 spikes\n", "Unit with index 44 has 19 spikes\n", "Unit with index 45 has 20291 spikes\n", "Unit with index 46 has 1406 spikes\n", "Unit with index 47 has 16603 spikes\n", "Unit with index 48 has 9332 spikes\n", "Unit with index 49 has 2198 spikes\n", "Unit with index 50 has 1340 spikes\n", "Unit with index 51 has 3602 spikes\n", "Unit with index 52 has 4668 spikes\n", "Unit with index 53 has 12982 spikes\n", "Unit with index 54 has 2564 spikes\n", "Unit with index 55 has 1493 spikes\n", "Unit with index 56 has 1803 spikes\n", "Unit with index 57 has 28940 spikes\n", "Unit with index 58 has 614 spikes\n", "Unit with index 59 has 2416 spikes\n", "Unit with index 60 has 213 spikes\n", "Unit with index 61 has 3044 spikes\n", "Unit with index 62 has 6232 spikes\n", "Unit with index 63 has 17860 spikes\n", "Unit with index 64 has 6787 spikes\n", "Unit with index 65 has 95 spikes\n", "Unit with index 66 has 1524 spikes\n", "Unit with index 67 has 7954 spikes\n", "Unit with index 68 has 9124 spikes\n", "Unit with index 69 has 20321 spikes\n", "Unit with index 70 has 102 spikes\n", "Unit with index 71 has 2084 spikes\n", "Unit with index 72 has 1380 spikes\n", "Unit with index 73 has 7070 spikes\n", "Unit with index 74 has 9114 spikes\n", "Unit with index 75 has 9605 spikes\n", "Unit with index 76 has 1237 spikes\n", "Unit with index 77 has 13196 spikes\n", "Unit with index 78 has 6066 spikes\n", "Unit with index 79 has 2648 spikes\n", "Unit with index 80 has 2491 spikes\n", "Unit with index 81 has 23905 spikes\n", "Unit with index 82 has 16496 spikes\n", "Unit with index 83 has 1054 spikes\n", "Unit with index 84 has 18099 spikes\n", "Unit with index 85 has 1733 spikes\n", "Unit with index 86 has 5631 spikes\n", "Unit with index 87 has 13873 spikes\n", "Unit with index 88 has 8084 spikes\n", "Unit with index 89 has 7465 spikes\n", "Unit with index 90 has 4833 spikes\n", "Unit with index 91 has 19454 spikes\n", "Unit with index 92 has 1082 spikes\n", "Unit with index 93 has 11530 spikes\n", "Unit with index 94 has 6342 spikes\n", "Unit with index 95 has 2537 spikes\n", "Unit with index 96 has 1152 spikes\n", "Unit with index 97 has 6360 spikes\n", "Unit with index 98 has 4107 spikes\n", "Unit with index 99 has 11597 spikes\n", "Unit with index 100 has 4859 spikes\n", "Unit with index 101 has 113 spikes\n", "Unit with index 102 has 2569 spikes\n", "Unit with index 103 has 257 spikes\n", "Unit with index 104 has 4450 spikes\n", "Unit with index 105 has 2739 spikes\n", "Unit with index 106 has 41293 spikes\n", "Unit with index 107 has 8411 spikes\n", "Unit with index 108 has 1670 spikes\n", "Unit with index 109 has 9 spikes\n", "Unit with index 110 has 103 spikes\n", "Unit with index 111 has 1029 spikes\n", "Unit with index 112 has 83792 spikes\n", "Unit with index 113 has 244 spikes\n", "Unit with index 114 has 7561 spikes\n", "Unit with index 115 has 2707 spikes\n", "Unit with index 116 has 691 spikes\n", "Unit with index 117 has 206 spikes\n", "Unit with index 118 has 6386 spikes\n", "Unit with index 119 has 1579 spikes\n", "Unit with index 120 has 16046 spikes\n", "Unit with index 121 has 16155 spikes\n", "Unit with index 122 has 924 spikes\n", "Unit with index 123 has 9741 spikes\n", "Unit with index 124 has 5733 spikes\n", "Unit with index 125 has 608 spikes\n", "Unit with index 126 has 11520 spikes\n", "Unit with index 127 has 3343 spikes\n", "Unit with index 128 has 30 spikes\n", "Unit with index 129 has 1361 spikes\n", "Unit with index 130 has 346 spikes\n", "Unit with index 131 has 7290 spikes\n", "Unit with index 132 has 2422 spikes\n", "Unit with index 133 has 23747 spikes\n", "Unit with index 134 has 22163 spikes\n", "Unit with index 135 has 3158 spikes\n", "Unit with index 136 has 2 spikes\n", "Unit with index 137 has 3457 spikes\n", "Unit with index 138 has 831 spikes\n", "Unit with index 139 has 18067 spikes\n", "Unit with index 140 has 9659 spikes\n", "Unit with index 141 has 518 spikes\n", "Unit with index 142 has 10267 spikes\n", "Unit with index 143 has 1335 spikes\n", "Unit with index 144 has 5271 spikes\n", "Unit with index 145 has 11967 spikes\n", "Unit with index 146 has 13312 spikes\n", "Unit with index 147 has 198 spikes\n", "Unit with index 148 has 3289 spikes\n", "Unit with index 149 has 1496 spikes\n", "Unit with index 150 has 1690 spikes\n", "Unit with index 151 has 14707 spikes\n", "Unit with index 152 has 14577 spikes\n", "Unit with index 153 has 871 spikes\n", "Unit with index 154 has 18630 spikes\n", "Unit with index 155 has 12144 spikes\n", "Unit with index 156 has 31 spikes\n", "Unit with index 157 has 4711 spikes\n", "Unit with index 158 has 814 spikes\n", "Unit with index 159 has 4500 spikes\n", "Unit with index 160 has 10471 spikes\n", "Unit with index 161 has 1402 spikes\n", "Unit with index 162 has 20819 spikes\n", "Unit with index 163 has 1303 spikes\n", "Unit with index 164 has 20248 spikes\n", "Unit with index 165 has 26897 spikes\n", "Unit with index 166 has 21671 spikes\n", "Unit with index 167 has 1272 spikes\n", "Unit with index 168 has 17936 spikes\n", "Unit with index 169 has 9264 spikes\n", "Unit with index 170 has 2423 spikes\n", "Unit with index 171 has 15503 spikes\n", "Unit with index 172 has 12344 spikes\n", "Unit with index 173 has 11646 spikes\n", "Unit with index 174 has 12885 spikes\n", "Unit with index 175 has 953 spikes\n", "Unit with index 176 has 10066 spikes\n", "Unit with index 177 has 7262 spikes\n", "Unit with index 178 has 2451 spikes\n", "Unit with index 179 has 935 spikes\n", "Unit with index 180 has 10029 spikes\n", "Unit with index 181 has 6699 spikes\n", "Unit with index 182 has 406 spikes\n", "Unit with index 183 has 4597 spikes\n", "Unit with index 184 has 2673 spikes\n", "Unit with index 185 has 1890 spikes\n", "Unit with index 186 has 21623 spikes\n", "Unit with index 187 has 11325 spikes\n", "Unit with index 188 has 98 spikes\n", "Unit with index 189 has 3575 spikes\n", "Unit with index 190 has 325 spikes\n", "Unit with index 191 has 3763 spikes\n", "Unit with index 192 has 1836 spikes\n", "Unit with index 193 has 1250 spikes\n", "Unit with index 194 has 12105 spikes\n", "Unit with index 195 has 12918 spikes\n", "Unit with index 196 has 37500 spikes\n", "Unit with index 197 has 1528 spikes\n", "Unit with index 198 has 19617 spikes\n", "Unit with index 199 has 5627 spikes\n", "Unit with index 200 has 313 spikes\n", "Unit with index 201 has 5967 spikes\n", "Unit with index 202 has 1470 spikes\n", "Unit with index 203 has 19308 spikes\n", "Unit with index 204 has 15250 spikes\n", "Unit with index 205 has 1467 spikes\n", "Unit with index 206 has 17874 spikes\n", "Unit with index 207 has 14950 spikes\n", "Unit with index 208 has 1297 spikes\n", "Unit with index 209 has 15452 spikes\n", "Unit with index 210 has 2799 spikes\n", "Unit with index 211 has 125 spikes\n", "Unit with index 212 has 2225 spikes\n", "Unit with index 213 has 1002 spikes\n", "Unit with index 214 has 14530 spikes\n", "Unit with index 215 has 4790 spikes\n", "Unit with index 216 has 760 spikes\n", "Unit with index 217 has 19489 spikes\n", "Unit with index 218 has 2334 spikes\n", "Unit with index 219 has 15005 spikes\n", "Unit with index 220 has 12137 spikes\n", "Unit with index 221 has 24553 spikes\n", "Unit with index 222 has 13469 spikes\n", "Unit with index 223 has 8599 spikes\n", "Unit with index 224 has 2710 spikes\n", "Unit with index 225 has 7669 spikes\n", "Unit with index 226 has 5550 spikes\n", "Unit with index 227 has 1915 spikes\n", "Unit with index 228 has 15969 spikes\n", "Unit with index 229 has 16161 spikes\n", "Unit with index 230 has 101 spikes\n", "Unit with index 231 has 1641 spikes\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Unit with index 232 has 2228 spikes\n", "Unit with index 233 has 21546 spikes\n", "Unit with index 234 has 16345 spikes\n", "Unit with index 235 has 738 spikes\n", "Unit with index 236 has 4280 spikes\n", "Unit with index 237 has 1539 spikes\n", "Unit with index 238 has 12334 spikes\n", "Unit with index 239 has 17464 spikes\n", "Unit with index 240 has 2714 spikes\n", "Unit with index 241 has 10658 spikes\n", "Unit with index 242 has 729 spikes\n", "Unit with index 243 has 1154 spikes\n", "Unit with index 244 has 238 spikes\n", "Unit with index 245 has 1274 spikes\n", "Unit with index 246 has 531 spikes\n", "Unit with index 247 has 9706 spikes\n", "Unit with index 248 has 705 spikes\n", "Unit with index 249 has 4436 spikes\n", "Unit with index 250 has 802 spikes\n", "Unit with index 251 has 3990 spikes\n", "Unit with index 252 has 8848 spikes\n", "Unit with index 253 has 13303 spikes\n", "Unit with index 254 has 19300 spikes\n", "Unit with index 255 has 2462 spikes\n", "Unit with index 256 has 853 spikes\n", "Unit with index 257 has 4111 spikes\n", "Unit with index 258 has 1455 spikes\n", "Unit with index 259 has 1179 spikes\n", "Unit with index 260 has 3369 spikes\n", "Unit with index 261 has 4677 spikes\n", "Unit with index 262 has 2677 spikes\n", "Unit with index 263 has 8553 spikes\n", "Unit with index 264 has 3899 spikes\n", "Unit with index 265 has 1099 spikes\n", "Unit with index 266 has 10519 spikes\n", "Unit with index 267 has 8829 spikes\n", "Unit with index 268 has 2207 spikes\n", "Unit with index 269 has 1562 spikes\n", "Unit with index 270 has 8113 spikes\n" ] } ], "source": [ "for unit_index in range(total_units):\n", " nb_spike = reader.spike_count(block_index=0, seg_index=0, unit_index=unit_index)\n", " print(f'Unit with index {unit_index} has {nb_spike} spikes')" ] }, { "cell_type": "markdown", "id": "83af6cbd", "metadata": {}, "source": [ "### Printing out the entire structure of the neo object.\n", "\n", "- The particular file used here has only one block and one segment.\n", "- Since the data is already spike sorted,no analog signal.\n", "- In any other case this chunk of code would print out all the data." ] }, { "cell_type": "code", "execution_count": 29, "id": "10ed2fa2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "[3.29333333e-02 3.32966667e-01 3.55066667e-01 ... 1.00299163e+03\n", " 1.00304247e+03 1.00311277e+03] s\n", "[8.05666667e-02 8.67000000e-02 9.04000000e-02 ... 1.00308173e+03\n", " 1.00309693e+03 1.00311010e+03] s\n", "[7.33400000e-01 1.14826667e+00 1.47243333e+00 3.52330000e+00\n", " 3.90333333e+00 6.10830000e+00 6.15496667e+00 6.55740000e+00\n", " 6.99863333e+00 7.37926667e+00 7.49930000e+00 9.08690000e+00\n", " 9.45703333e+00 1.05258000e+01 1.20941333e+01 1.21712333e+01\n", " 1.29825667e+01 1.31912000e+01 1.32427667e+01 1.32928667e+01\n", " 1.33326000e+01 1.61766333e+01 1.72169333e+01 1.79153667e+01\n", " 1.86408000e+01 1.91516333e+01 1.92175000e+01 1.93280667e+01\n", " 2.00186667e+01 2.01155333e+01 2.05531333e+01 2.12891000e+01\n", " 2.14848667e+01 2.17610333e+01 2.17711000e+01 2.49489667e+01\n", " 2.50432000e+01 2.71592667e+01 3.07575667e+01 3.11542667e+01\n", " 3.34103333e+01 3.34334000e+01 3.35399000e+01 3.35508000e+01\n", " 3.41658333e+01 3.62563000e+01 3.64393000e+01 3.70708000e+01\n", " 3.74722333e+01 3.84264667e+01 3.95888333e+01 4.15370333e+01\n", " 4.15945667e+01 4.24609667e+01 4.44088667e+01 4.82289333e+01\n", " 5.16889667e+01 5.23630333e+01 5.37608667e+01 5.38770333e+01\n", " 5.39115333e+01 5.44147000e+01 5.47349000e+01 5.99260667e+01\n", " 6.46786000e+01 6.49171667e+01 6.50749000e+01 6.79525333e+01\n", " 6.82492000e+01 7.05912000e+01 7.13619667e+01 7.39527000e+01\n", " 7.39753000e+01 7.39796667e+01 7.43729667e+01 7.98087333e+01\n", " 8.24363000e+01 8.27776333e+01 8.31559333e+01 8.55618333e+01\n", " 8.56778667e+01 9.14489667e+01 9.50743333e+01 9.51087333e+01\n", " 9.61646000e+01 9.88711333e+01 1.01846300e+02 1.02139900e+02\n", " 1.02492967e+02 1.04777200e+02 1.04936267e+02 1.07305867e+02\n", " 1.07980867e+02 1.08533167e+02 1.17213533e+02 1.17527867e+02\n", " 1.20495267e+02 1.26983867e+02 1.27058300e+02 1.27191967e+02\n", " 1.27249933e+02 1.27457567e+02 1.28220167e+02 1.29990000e+02\n", " 1.33707267e+02 1.33788533e+02 1.36360733e+02 1.36499767e+02\n", " 1.40160333e+02 1.42893600e+02 1.43243900e+02 1.45088067e+02\n", " 1.45547333e+02 1.46596833e+02 1.50155267e+02 1.51907300e+02\n", " 1.52223700e+02 1.57298500e+02 1.57305100e+02 1.59141467e+02\n", " 1.59169067e+02 1.59256900e+02 1.59509400e+02 1.60472167e+02\n", " 1.61126133e+02 1.61924933e+02 1.61939833e+02 1.62070567e+02\n", " 1.62150767e+02 1.62411000e+02 1.62490867e+02 1.66031700e+02\n", " 1.67174967e+02 1.67927000e+02 1.68535700e+02 1.73818667e+02\n", " 1.74024967e+02 1.77160000e+02 1.77221200e+02 1.77809733e+02\n", " 1.77880867e+02 1.78069133e+02 1.78330367e+02 1.83192167e+02\n", " 1.84994800e+02 1.89924100e+02 1.90035333e+02 1.90912600e+02\n", " 1.91166167e+02 1.92550833e+02 1.93754333e+02 1.95386700e+02\n", " 1.95410300e+02 1.95975700e+02 1.96428833e+02 1.98255900e+02\n", " 2.00247667e+02 2.02445233e+02 2.02538700e+02 2.07532067e+02\n", " 2.08869200e+02 2.09855367e+02 2.10156767e+02 2.12496500e+02\n", " 2.12567033e+02 2.12731467e+02 2.12752867e+02 2.13079533e+02\n", " 2.16125233e+02 2.16359733e+02 2.16632167e+02 2.17943333e+02\n", " 2.22610933e+02 2.22770433e+02 2.22845533e+02 2.23164933e+02\n", " 2.25308567e+02 2.25487200e+02 2.26951200e+02 2.28949633e+02\n", " 2.29059200e+02 2.29093233e+02 2.29339767e+02 2.29818633e+02\n", " 2.31567667e+02 2.32239367e+02 2.35548033e+02 2.35648733e+02\n", " 2.36028233e+02 2.36040767e+02 2.40048567e+02 2.42244000e+02\n", " 2.43488200e+02 2.44627367e+02 2.48357133e+02 2.50529233e+02\n", " 2.50664200e+02 2.50724367e+02 2.53869033e+02 2.54234633e+02\n", " 2.54378367e+02 2.55039500e+02 2.66043400e+02 2.66423500e+02\n", " 2.66591733e+02 2.68105933e+02 2.74646800e+02 2.75276333e+02\n", " 2.75305300e+02 2.75828600e+02 2.78078067e+02 2.78624867e+02\n", " 2.80956033e+02 2.83800133e+02 2.84073067e+02 2.84144500e+02\n", " 2.84519700e+02 2.84791033e+02 2.84848667e+02 2.86906733e+02\n", " 2.87551000e+02 2.92871633e+02 2.93738300e+02 2.96039267e+02\n", " 2.96303733e+02 2.98511067e+02 2.98528267e+02 3.02345867e+02\n", " 3.02455633e+02 3.02700967e+02 3.04796933e+02 3.07846500e+02\n", " 3.08935267e+02 3.09339233e+02 3.11784433e+02 3.13144333e+02\n", " 3.13158200e+02 3.14940633e+02 3.14995900e+02 3.16007667e+02\n", " 3.16746100e+02 3.21527167e+02 3.22192200e+02 3.27493333e+02\n", " 3.29624000e+02 3.31338633e+02 3.31345900e+02 3.31361733e+02\n", " 3.31524767e+02 3.34456300e+02 3.34753133e+02 3.34826333e+02\n", " 3.34828667e+02 3.34948367e+02 3.35398600e+02 3.36789633e+02\n", " 3.37177233e+02 3.39914167e+02 3.47370900e+02 3.48257833e+02\n", " 3.48619733e+02 3.52976967e+02 3.53049333e+02 3.56973100e+02\n", " 3.57766833e+02 3.59153900e+02 3.59314300e+02 3.59497533e+02\n", " 3.59575300e+02 3.60937967e+02 3.62116533e+02 3.63598300e+02\n", " 3.63734100e+02 3.64397033e+02 3.65514833e+02 3.65864733e+02\n", " 3.65887367e+02 3.65898300e+02 3.65989767e+02 3.66250033e+02\n", " 3.66339500e+02 3.66546100e+02 3.67019900e+02 3.68777133e+02\n", " 3.69006067e+02 3.69294800e+02 3.71082400e+02 3.71761300e+02\n", " 3.71958400e+02 3.74223233e+02 3.74294100e+02 3.76823700e+02\n", " 3.77560667e+02 3.77791100e+02 3.78096800e+02 3.78573133e+02\n", " 3.83651867e+02 3.86720533e+02 3.86862233e+02 3.86934600e+02\n", " 3.87063233e+02 3.88600200e+02 3.90772833e+02 3.90823300e+02\n", " 3.90871567e+02 3.96869333e+02 3.98923433e+02 4.01613933e+02\n", " 4.01829967e+02 4.05081767e+02 4.05095333e+02 4.05332900e+02\n", " 4.09256933e+02 4.09330400e+02 4.15989300e+02 4.16827733e+02\n", " 4.19582200e+02 4.20262000e+02 4.21857000e+02 4.22160733e+02\n", " 4.23237933e+02 4.25385100e+02 4.25882267e+02 4.25891367e+02\n", " 4.26432567e+02 4.28409033e+02 4.31880900e+02 4.32217333e+02\n", " 4.33148733e+02 4.34425667e+02 4.34868833e+02 4.34992333e+02\n", " 4.35293500e+02 4.37546333e+02 4.37971367e+02 4.42105933e+02\n", " 4.42208600e+02 4.42217700e+02 4.43517567e+02 4.43760300e+02\n", " 4.43907567e+02 4.45317667e+02 4.46670500e+02 4.47005133e+02\n", " 4.47081633e+02 4.47093567e+02 4.47097633e+02 4.47592633e+02\n", " 4.47856733e+02 4.47870367e+02 4.47964333e+02 4.48092233e+02\n", " 4.48103167e+02 4.48114467e+02 4.48143300e+02 4.48283433e+02\n", " 4.48296833e+02 4.48363267e+02 4.48807833e+02 4.50383200e+02\n", " 4.50949900e+02 4.52804900e+02 4.53331067e+02 4.53386433e+02\n", " 4.53857333e+02 4.54435567e+02 4.54777833e+02 4.54854200e+02\n", " 4.54895233e+02 4.54951400e+02 4.55212033e+02 4.55347033e+02\n", " 4.56689200e+02 4.57273200e+02 4.57303600e+02 4.59781400e+02\n", " 4.59958467e+02 4.59975067e+02 4.60051833e+02 4.60285033e+02\n", " 4.60296667e+02 4.60804900e+02 4.61151833e+02 4.62256033e+02\n", " 4.63525967e+02 4.64550200e+02 4.65169467e+02 4.65720800e+02\n", " 4.66015100e+02 4.69313400e+02 4.70052733e+02 4.71759100e+02\n", " 4.72487200e+02 4.73166733e+02 4.73179167e+02 4.73354500e+02\n", " 4.77602433e+02 4.79219700e+02 4.79702167e+02 4.80599200e+02\n", " 4.80744333e+02 4.81188933e+02 4.81350633e+02 4.81728567e+02\n", " 4.82097867e+02 4.84310733e+02 4.85004900e+02 4.85103633e+02\n", " 4.85182767e+02 4.85361033e+02 4.85796033e+02 4.87122833e+02\n", " 4.87568367e+02 4.89354700e+02 4.90874400e+02 4.91046667e+02\n", " 4.91450767e+02 4.93870967e+02 4.93890567e+02 4.95706833e+02\n", " 4.97398000e+02 4.98023867e+02 4.98368867e+02 4.98530067e+02\n", " 5.01998967e+02 5.02273133e+02 5.05105600e+02 5.05627600e+02\n", " 5.07133100e+02 5.07300667e+02 5.07603200e+02 5.08691433e+02\n", " 5.08949933e+02 5.09687567e+02 5.11588900e+02 5.11616033e+02\n", " 5.11688267e+02 5.19516867e+02 5.19679767e+02 5.22065667e+02\n", " 5.22407033e+02 5.22565767e+02 5.22670400e+02 5.22748100e+02\n", " 5.25620567e+02 5.25695100e+02 5.28868367e+02 5.29474533e+02\n", " 5.30399600e+02 5.30772567e+02 5.31671467e+02 5.34191533e+02\n", " 5.36671967e+02 5.37877067e+02 5.37897767e+02 5.38367833e+02\n", " 5.40615367e+02 5.42576300e+02 5.43899533e+02 5.46780067e+02\n", " 5.46930933e+02 5.47344967e+02 5.47763100e+02 5.47896267e+02\n", " 5.47907533e+02 5.48241533e+02 5.49115100e+02 5.50540067e+02\n", " 5.50967100e+02 5.51083033e+02 5.53548133e+02 5.56280600e+02\n", " 5.62232500e+02 5.62237367e+02 5.64606800e+02 5.66456467e+02\n", " 5.67669700e+02 5.68308367e+02 5.68323800e+02 5.69567667e+02\n", " 5.72806567e+02 5.75702267e+02 5.76276600e+02 5.76330433e+02\n", " 5.76992800e+02 5.83732500e+02 5.84539133e+02 5.86880100e+02\n", " 5.89562300e+02 5.90084967e+02 5.90140667e+02 5.90222833e+02\n", " 5.90321233e+02 5.90406867e+02 5.90809867e+02 5.91712567e+02\n", " 5.94424200e+02 5.94784333e+02 5.95692933e+02 5.96070767e+02\n", " 5.96123433e+02 5.96426700e+02 5.97073200e+02 5.97205667e+02\n", " 5.97246767e+02 5.97326367e+02 5.97384833e+02 5.98086200e+02\n", " 6.00912567e+02 6.02216133e+02 6.03153833e+02 6.03987967e+02\n", " 6.05492200e+02 6.08590300e+02 6.08708533e+02 6.08984900e+02\n", " 6.10389367e+02 6.11480433e+02 6.11535333e+02 6.13263733e+02\n", " 6.15366833e+02 6.15458133e+02 6.19026367e+02 6.19336167e+02\n", " 6.19526067e+02 6.20461700e+02 6.21255267e+02 6.23689500e+02\n", " 6.25673100e+02 6.26016967e+02 6.26379067e+02 6.26542167e+02\n", " 6.26899567e+02 6.27379133e+02 6.28181533e+02 6.32994567e+02\n", " 6.33377500e+02 6.33436100e+02 6.34014767e+02 6.36149600e+02\n", " 6.39688867e+02 6.39811433e+02 6.39849400e+02 6.39961767e+02\n", " 6.40011033e+02 6.40034900e+02 6.40265100e+02 6.40472300e+02\n", " 6.41094200e+02 6.45301433e+02 6.45551667e+02 6.46401567e+02\n", " 6.51637733e+02 6.51819200e+02 6.51905500e+02 6.51937267e+02\n", " 6.52012300e+02 6.52173033e+02 6.52867600e+02 6.54927167e+02\n", " 6.55036233e+02 6.55809167e+02 6.57396900e+02 6.58693067e+02\n", " 6.60412167e+02 6.61507200e+02 6.65769733e+02 6.65913400e+02\n", " 6.67000633e+02 6.67034267e+02 6.67216967e+02 6.67252333e+02\n", " 6.67262633e+02 6.69801000e+02 6.69838767e+02 6.70251000e+02\n", " 6.72742500e+02 6.72762033e+02 6.72797533e+02 6.76863733e+02\n", " 6.77344300e+02 6.81608733e+02 6.81969600e+02 6.83056700e+02\n", " 6.83346900e+02 6.83618900e+02 6.84258400e+02 6.86132667e+02\n", " 6.87607933e+02 6.88415433e+02 6.89625600e+02 6.89776433e+02\n", " 6.89801300e+02 6.89921733e+02 6.90018833e+02 6.90407200e+02\n", " 6.90466333e+02 6.94448400e+02 6.94591900e+02 6.94963233e+02\n", " 6.95233467e+02 6.95759800e+02 6.98055600e+02 6.98309967e+02\n", " 7.00745400e+02 7.03542033e+02 7.04004767e+02 7.04619000e+02\n", " 7.06107233e+02 7.06426333e+02 7.06909767e+02 7.07242833e+02\n", " 7.07492733e+02 7.07768833e+02 7.07813700e+02 7.10051933e+02\n", " 7.12517600e+02 7.12763733e+02 7.13466200e+02 7.14725900e+02\n", " 7.15890600e+02 7.15983167e+02 7.15997767e+02 7.16018933e+02\n", " 7.16070433e+02 7.18347733e+02 7.18369600e+02 7.18384533e+02\n", " 7.18394667e+02 7.18430533e+02 7.18452333e+02 7.18463567e+02\n", " 7.18561200e+02 7.18754700e+02 7.19251967e+02 7.20689300e+02\n", " 7.21028133e+02 7.21531200e+02 7.21726333e+02 7.22131967e+02\n", " 7.23757100e+02 7.23852300e+02 7.23857067e+02 7.24607533e+02\n", " 7.24695067e+02 7.24898833e+02 7.24943933e+02 7.25251433e+02\n", " 7.27553100e+02 7.30809733e+02 7.30839567e+02 7.30844900e+02\n", " 7.30852067e+02 7.31255033e+02 7.31593833e+02 7.33232933e+02\n", " 7.33515633e+02 7.36559133e+02 7.37215067e+02 7.37477867e+02\n", " 7.38784433e+02 7.40082733e+02 7.40968900e+02 7.42086933e+02\n", " 7.42311767e+02 7.43347600e+02 7.45619000e+02 7.45797867e+02\n", " 7.48028367e+02 7.49741833e+02 7.50870367e+02 7.51773633e+02\n", " 7.51797633e+02 7.52071367e+02 7.52152800e+02 7.53231467e+02\n", " 7.53838600e+02 7.54553867e+02 7.54945500e+02 7.57152833e+02\n", " 7.57242133e+02 7.57951033e+02 7.58013100e+02 7.58048633e+02\n", " 7.58079433e+02 7.60360933e+02 7.61035867e+02 7.61571800e+02\n", " 7.61628133e+02 7.61677600e+02 7.63582800e+02 7.64206667e+02\n", " 7.66155200e+02 7.67525167e+02 7.69849067e+02 7.70039967e+02\n", " 7.70064433e+02 7.70384500e+02 7.70427500e+02 7.70476900e+02\n", " 7.74259633e+02 7.74705767e+02 7.75550667e+02 7.77961167e+02\n", " 7.82384600e+02 7.83485433e+02 7.84099400e+02 7.84211300e+02\n", " 7.85416167e+02 7.85637900e+02 7.85879633e+02 7.86558000e+02\n", " 7.86610900e+02 7.86704867e+02 7.86772300e+02 7.86805500e+02\n", " 7.86812733e+02 7.86851100e+02 7.87070933e+02 7.87144367e+02\n", " 7.87709000e+02 7.88322700e+02 7.89974333e+02 7.93599100e+02\n", " 7.93727300e+02 7.94370233e+02 7.94409500e+02 7.94786433e+02\n", " 7.97156900e+02 7.99014333e+02 7.99117467e+02 8.00124300e+02\n", " 8.00312500e+02 8.00422800e+02 8.02739000e+02 8.03276267e+02\n", " 8.03459400e+02 8.04626900e+02 8.04933200e+02 8.05373200e+02\n", " 8.05501167e+02 8.05522767e+02 8.06076233e+02 8.06156600e+02\n", " 8.06744967e+02 8.07496767e+02 8.08622500e+02 8.10409800e+02\n", " 8.14858533e+02 8.15340200e+02 8.17105767e+02 8.17345200e+02\n", " 8.17587000e+02 8.17642767e+02 8.18325167e+02 8.19373133e+02\n", " 8.20104500e+02 8.20845233e+02 8.20995200e+02 8.23025700e+02\n", " 8.23723533e+02 8.23864500e+02 8.29811167e+02 8.29895900e+02\n", " 8.29930833e+02 8.30154733e+02 8.30518533e+02 8.30590933e+02\n", " 8.30671567e+02 8.30720833e+02 8.31605700e+02 8.32673500e+02\n", " 8.32705433e+02 8.32804067e+02 8.35155267e+02 8.36147800e+02\n", " 8.37947133e+02 8.39035700e+02 8.39382367e+02 8.42510300e+02\n", " 8.42547367e+02 8.42650133e+02 8.44234767e+02 8.45124467e+02\n", " 8.46375167e+02 8.47737700e+02 8.48258500e+02 8.48499767e+02\n", " 8.51374867e+02 8.51469733e+02 8.51600433e+02 8.52927667e+02\n", " 8.54354400e+02 8.54515033e+02 8.54530567e+02 8.54659800e+02\n", " 8.54921700e+02 8.55065767e+02 8.55110267e+02 8.60872800e+02\n", " 8.61071167e+02 8.61115433e+02 8.62439667e+02 8.63614733e+02\n", " 8.63712433e+02 8.64162667e+02 8.65090367e+02 8.65931400e+02\n", " 8.66150833e+02 8.66464567e+02 8.67224467e+02 8.67470167e+02\n", " 8.68284767e+02 8.68464500e+02 8.69632933e+02 8.69813267e+02\n", " 8.70575200e+02 8.72423133e+02 8.74418433e+02 8.75115233e+02\n", " 8.75291600e+02 8.77820667e+02 8.78458633e+02 8.80636467e+02\n", " 8.81165800e+02 8.82190833e+02 8.84013233e+02 8.84260000e+02\n", " 8.87626567e+02 8.87927300e+02 8.88007067e+02 8.92314033e+02\n", " 8.92317600e+02 8.92328967e+02 8.93870567e+02 8.93945033e+02\n", " 8.94600200e+02 8.96680733e+02 8.97026133e+02 8.97043700e+02\n", " 8.99795467e+02 8.99816200e+02 9.00253200e+02 9.00418733e+02\n", " 9.00484333e+02 9.00994867e+02 9.01064533e+02 9.01184633e+02\n", " 9.03156467e+02 9.03636033e+02 9.06920867e+02 9.07039533e+02\n", " 9.09169567e+02 9.09422467e+02 9.11386467e+02 9.11946433e+02\n", " 9.12537167e+02 9.15407233e+02 9.18340567e+02 9.18416333e+02\n", " 9.19094233e+02 9.19119900e+02 9.21053300e+02 9.21170200e+02\n", " 9.21740467e+02 9.22486033e+02 9.23867733e+02 9.24697167e+02\n", " 9.24935333e+02 9.24994967e+02 9.25123967e+02 9.25292633e+02\n", " 9.25330700e+02 9.25363733e+02 9.25457167e+02 9.25485300e+02\n", " 9.25495100e+02 9.25521967e+02 9.25762433e+02 9.27775067e+02\n", " 9.27803233e+02 9.29620600e+02 9.29650100e+02 9.30462433e+02\n", " 9.30698167e+02 9.31463833e+02 9.31670867e+02 9.31880767e+02\n", " 9.33823867e+02 9.37363533e+02 9.39360467e+02 9.40149833e+02\n", " 9.45132467e+02 9.45303833e+02 9.45404200e+02 9.48611300e+02\n", " 9.48636300e+02 9.51386567e+02 9.52467567e+02 9.52695000e+02\n", " 9.52728867e+02 9.53054733e+02 9.53077400e+02 9.56176933e+02\n", " 9.56338900e+02 9.58532767e+02 9.64596733e+02 9.66360433e+02\n", " 9.70801633e+02 9.73523267e+02 9.73670000e+02 9.76839267e+02\n", " 9.76905000e+02 9.77818833e+02 9.78211133e+02 9.80231100e+02\n", " 9.80730667e+02 9.80768867e+02 9.80840200e+02 9.81170367e+02\n", " 9.82528333e+02 9.83721600e+02 9.84109433e+02 9.84289067e+02\n", " 9.84452000e+02 9.84511500e+02 9.84524400e+02 9.84545033e+02\n", " 9.84619600e+02 9.84643800e+02 9.86366533e+02 9.86938400e+02\n", " 9.86985300e+02 9.87645567e+02 9.88650500e+02 9.88741400e+02\n", " 9.89901600e+02 9.90266700e+02 9.92912733e+02 9.92991733e+02\n", " 9.95451700e+02 9.95932067e+02 9.96227533e+02 9.96275500e+02\n", " 9.96961467e+02 9.98287600e+02 9.99101667e+02 9.99162867e+02\n", " 9.99350433e+02 1.00251983e+03 1.00306387e+03 1.00306610e+03] s\n", "[3.06966667e-01 1.07873333e+00 1.45403333e+00 ... 1.00096920e+03\n", " 1.00299943e+03 1.00312593e+03] s\n", "[6.48000000e-02 1.53133333e-01 2.19000000e-01 ... 1.00310527e+03\n", " 1.00317977e+03 1.00319420e+03] s\n", "[ 1.10363333 4.46806667 6.64113333 7.08853333 8.2063\n", " 8.88 8.90083333 8.94116667 9.0111 9.08583333\n", " 9.54686667 9.9735 11.88793333 13.76156667 13.77153333\n", " 21.11656667 21.1542 21.21263333 21.33993333 24.5224\n", " 30.1037 30.37206667 32.6605 32.81676667 38.88773333\n", " 39.9169 44.14796667 45.11936667 48.49276667 49.73046667\n", " 49.7439 49.75486667 53.30476667 62.6418 62.68213333\n", " 62.7338 62.7503 62.783 62.81463333 62.869\n", " 64.38083333 68.44866667 68.58523333 68.62656667 71.17043333\n", " 74.42926667 80.2256 80.31326667 82.02123333 84.88896667\n", " 84.9517 84.9681 85.0191 85.08993333 86.1186\n", " 86.17586667 91.1648 92.44993333 94.66336667 96.58433333\n", " 98.422 101.44266667 103.9393 104.07793333 104.24533333\n", " 105.22986667 105.2713 109.6449 110.85716667 114.1544\n", " 120.6267 122.20186667 124.12676667 128.13883333 130.59186667\n", " 131.65743333 133.466 135.18696667 135.26773333 135.27453333\n", " 135.42863333 135.74236667 135.77056667 135.83453333 136.99043333\n", " 137.02143333 147.9454 147.9548 148.10093333 155.16883333\n", " 160.34826667 162.59843333 162.8125 168.60046667 173.80273333\n", " 174.33053333 178.51903333 178.57603333 178.6751 178.73283333\n", " 179.27936667 183.26216667 186.59753333 193.74686667 198.19446667\n", " 199.61946667 200.71896667 200.7695 225.8828 230.067\n", " 232.43253333 232.4759 238.695 238.74023333 238.761\n", " 243.9849 244.13276667 245.25076667 245.30406667 251.0376\n", " 257.13363333 257.1414 261.21823333 262.32876667 262.7295\n", " 268.69946667 268.81603333 269.6666 269.7627 272.27856667\n", " 272.4798 275.46973333 275.57383333 275.6103 275.6498\n", " 281.42483333 281.45443333 281.57636667 281.61556667 281.62606667\n", " 281.63243333 281.63926667 287.52446667 293.42113333 293.45156667\n", " 295.80143333 295.84003333 299.3378 299.45656667 299.48336667\n", " 299.49236667 302.2079 305.79836667 308.45176667 311.11786667\n", " 312.4728 312.5113 316.80653333 319.23786667 319.28056667\n", " 320.31906667 324.61496667 325.31643333 325.3683 325.40053333\n", " 327.08816667 328.0291 328.11466667 328.41263333 331.8147\n", " 331.82556667 337.64173333 337.7246 337.81163333 337.83733333\n", " 340.39543333 342.7291 344.06203333 350.19246667 350.42696667\n", " 351.26896667 355.0811 355.17163333 355.24346667 356.2924\n", " 356.474 356.4885 356.49763333 357.06136667 360.3302\n", " 361.14176667 361.34753333 362.2984 362.3867 364.67423333\n", " 368.2713 369.24413333 371.6816 375.1548 375.1865\n", " 375.2254 375.25826667 375.27543333 376.84183333 377.34493333\n", " 378.7276 378.7483 380.2152 383.84546667 393.78336667\n", " 393.92986667 396.87946667 396.89936667 400.04186667 400.2113\n", " 405.76006667 412.1574 412.25493333 416.70773333 417.53173333\n", " 417.61843333 420.15336667 421.9687 422.26446667 423.85023333\n", " 423.88113333 423.96566667 430.97036667 432.32426667 432.46996667\n", " 432.5235 435.8908 435.89743333 437.03053333 437.17496667\n", " 437.5588 438.36286667 438.42306667 438.4756 441.87473333\n", " 441.9034 442.2958 442.30963333 442.3794 442.6645\n", " 443.7861 444.2823 444.31703333 444.34273333 444.72763333\n", " 445.06353333 445.19363333 445.30946667 445.34956667 446.92773333\n", " 447.1489 447.16293333 447.20983333 447.22816667 447.591\n", " 447.6894 448.56823333 448.80916667 450.7958 451.00493333\n", " 451.05816667 452.99556667 453.62316667 454.09703333 457.34443333\n", " 457.7532 457.78263333 457.8003 457.81623333 457.84106667\n", " 457.92276667 457.93476667 457.9514 457.9814 458.04586667\n", " 458.10853333 459.76973333 461.4961 462.5683 462.73986667\n", " 462.7984 463.00913333 463.67253333 463.70393333 463.72593333\n", " 463.73756667 463.9322 468.6366 474.63236667 474.65623333\n", " 475.92233333 476.05533333 480.84146667 481.2427 485.80746667\n", " 487.68986667 488.1759 488.21896667 488.26723333 489.2641\n", " 492.98456667 494.06863333 494.1971 494.25186667 494.265\n", " 498.95203333 498.98046667 499.12446667 500.22856667 506.19546667\n", " 506.2333 511.3699 512.03673333 518.6452 525.9676\n", " 526.0072 526.12793333 530.31963333 530.43593333 532.1308\n", " 532.18206667 535.63733333 535.6516 537.4372 538.20056667\n", " 538.31486667 544.28623333 544.35253333 549.64093333 551.53053333\n", " 556.52503333 557.5531 557.5939 560.50286667 564.81973333\n", " 566.15213333 569.5081 573.3631 573.45703333 580.70683333\n", " 580.77903333 580.78956667 580.8615 580.87916667 587.606\n", " 593.64806667 595.9202 596.76933333 596.801 596.81666667\n", " 596.85776667 596.9471 597.0227 597.34233333 597.76136667\n", " 598.12246667 598.3365 598.55656667 598.6022 598.61476667\n", " 598.68476667 598.7133 598.7715 598.82 598.8508\n", " 599.15266667 599.82923333 599.91566667 600.05463333 602.77136667\n", " 602.8286 603.85046667 604.1337 605.84376667 605.89166667\n", " 606.00783333 606.0648 606.09466667 606.1611 608.3838\n", " 610.02866667 610.80886667 611.1805 615.61703333 617.99056667\n", " 622.29043333 622.75553333 623.17123333 623.9589 623.9951\n", " 624.07613333 624.15816667 625.72826667 625.88866667 627.01136667\n", " 627.46726667 630.1047 630.14606667 630.1657 630.2526\n", " 630.34396667 635.7569 637.26853333 643.31236667 648.47103333\n", " 648.5282 649.29876667 649.33226667 655.25476667 655.2954\n", " 655.34133333 655.42576667 661.5384 661.61636667 666.24206667\n", " 679.64576667 680.34726667 680.3912 680.67073333 682.4848\n", " 688.4839 688.9926 692.54786667 692.61713333 692.66426667\n", " 692.79453333 695.0032 698.5783 698.60173333 698.7048\n", " 699.57656667 699.58686667 699.59756667 699.8835 701.44833333\n", " 701.64453333 704.555 704.66863333 709.94973333 710.5457\n", " 710.57953333 710.60986667 713.0475 716.4466 719.79593333\n", " 722.06466667 722.12816667 724.68456667 727.96366667 728.00136667\n", " 728.048 728.06216667 728.12343333 728.12833333 728.25576667\n", " 733.98346667 734.1495 734.17836667 734.20043333 734.23176667\n", " 734.245 737.0922 738.90323333 740.1297 740.2924\n", " 744.3831 744.62873333 745.9535 746.0597 746.183\n", " 746.28736667 746.36553333 749.77243333 752.23723333 752.26476667\n", " 752.29136667 752.35803333 752.40766667 752.4408 752.4732\n", " 752.53933333 756.98473333 757.14553333 758.33036667 758.4276\n", " 758.4487 758.4971 764.4502 764.5453 769.0755\n", " 769.1173 770.27753333 770.29286667 770.4726 770.5307\n", " 770.56836667 772.06876667 776.42393333 776.5194 778.46333333\n", " 778.53116667 782.08456667 782.3737 782.57113333 789.64383333\n", " 789.77156667 790.7487 796.9153 796.98736667 801.6855\n", " 801.9071 801.99503333 803.15673333 803.1797 803.2144\n", " 803.32043333 807.17736667 809.31686667 815.12436667 815.1598\n", " 815.204 815.24036667 820.9755 821.05886667 821.08406667\n", " 821.14 821.19876667 823.32856667 827.04603333 827.19963333\n", " 827.32813333 831.891 832.14733333 833.2183 833.2492\n", " 836.87976667 838.12373333 839.4096 839.6983 845.575\n", " 859.5207 862.90283333 864.1563 864.25296667 864.31966667\n", " 865.19836667 870.22886667 872.2902 872.3191 876.11316667\n", " 878.55006667 878.5926 881.92563333 882.23906667 883.8133\n", " 883.8442 883.95863333 883.97056667 884.1952 888.3409\n", " 888.418 888.69123333 888.9286 888.99493333 889.27043333\n", " 890.1555 891.33146667 891.3819 891.40336667 891.49736667\n", " 891.52766667 891.5524 891.6053 891.64256667 897.61226667\n", " 897.62263333 903.60423333 903.68116667 903.7074 903.72636667\n", " 908.5401 909.76616667 916.06843333 918.06216667 918.1233\n", " 927.09323333 927.20876667 927.4213 934.31983333 934.3531\n", " 934.42323333 935.92973333 938.76296667 938.89733333 938.93456667\n", " 938.98076667 940.2572 940.29453333 943.81576667 946.7898\n", " 946.83743333 946.85626667 946.87103333 948.93953333 948.97783333\n", " 949. 949.01043333 952.50693333 953.1405 954.4437\n", " 954.8577 958.64566667 959.17593333 965.8133 966.91636667\n", " 967.3119 969.30083333 969.332 969.41203333 969.44926667\n", " 971.47753333 972.69543333 972.8295 973.8982 980.4843\n", " 981.2005 981.22043333 981.24863333 981.2626 981.30116667\n", " 981.35853333 981.3696 981.3892 981.4076 984.88496667\n", " 986.08566667 995.54166667 997.57006667 999.70376667 1000.7302\n", " 1001.6899 ] s\n", "[2.87166667e-01 3.59800000e-01 4.00633333e-01 ... 1.00297327e+03\n", " 1.00299227e+03 1.00318437e+03] s\n", "[7.54000000e-02 9.62000000e-02 1.46166667e-01 ... 1.00287827e+03\n", " 1.00302190e+03 1.00308507e+03] s\n", "[1.74900000e-01 4.02733333e-01 4.88966667e-01 ... 1.00309830e+03\n", " 1.00311563e+03 1.00315383e+03] s\n", "[4.39066667e-01 6.88766667e-01 7.13933333e-01 ... 1.00307290e+03\n", " 1.00307990e+03 1.00310763e+03] s\n", "[7.90000000e-03 8.76000000e-02 1.70500000e-01 ... 1.00263323e+03\n", " 1.00273463e+03 1.00320613e+03] s\n", "[9.40100000e-01 1.12760000e+00 1.18743333e+00 ... 1.00052897e+03\n", " 1.00191387e+03 1.00213633e+03] s\n", "[ 9.18446667 12.3151 29.13203333 56.39803333 62.18286667\n", " 70.81216667 70.8388 70.85673333 95.08356667 95.10183333\n", " 107.78576667 107.80596667 139.49376667 139.502 139.51056667\n", " 177.40663333 241.4266 287.0058 303.83333333 320.4475\n", " 334.3861 340.99223333 340.99686667 341.00116667 447.1271\n", " 456.9077 469.1616 595.05793333 625.86336667 636.06933333\n", " 646.5492 688.7323 713.09926667 715.53936667 757.32693333\n", " 775.28546667 890.3617 900.46986667 920.365 947.0511\n", " 955.771 986.23826667] s\n", "[1.84633333e-01 6.17000000e-01 7.30333333e-01 ... 1.00276883e+03\n", " 1.00293150e+03 1.00299297e+03] s\n", "[8.08966667e-01 1.08150000e+00 1.11813333e+00 ... 1.00253840e+03\n", " 1.00291773e+03 1.00296280e+03] s\n", "[1.70000000e-03 1.94366667e-01 2.43433333e-01 ... 1.00312030e+03\n", " 1.00314977e+03 1.00316237e+03] s\n", "[9.86333333e-02 1.04366667e-01 1.21366667e-01 ... 1.00308270e+03\n", " 1.00309433e+03 1.00310453e+03] s\n", "[ 1.00543333 1.02446667 1.1449 ... 1000.39483333 1000.66616667\n", " 1003.05806667] s\n", "[3.73500000e-01 4.03200000e-01 4.37033333e-01 ... 1.00316437e+03\n", " 1.00317467e+03 1.00318690e+03] s\n", "[4.24466667e-01 5.10833333e-01 7.30700000e-01 ... 1.00295950e+03\n", " 1.00310593e+03 1.00314567e+03] s\n", "[7.54966667e-01 1.09170000e+00 1.69790000e+00 ... 1.00240710e+03\n", " 1.00303227e+03 1.00314307e+03] s\n", "[3.38200000e-01 6.43933333e-01 7.56666667e-01 ... 1.00177267e+03\n", " 1.00222400e+03 1.00259710e+03] s\n", "[1.87000000e-02 2.56666667e-02 8.89000000e-02 ... 1.00302773e+03\n", " 1.00309357e+03 1.00320053e+03] s\n", "[3.98000000e-02 2.38733333e-01 2.71000000e-01 ... 1.00307130e+03\n", " 1.00314460e+03 1.00317683e+03] s\n", "[5.40000000e-03 1.84666667e-01 2.40266667e-01 ... 1.00274337e+03\n", " 1.00283340e+03 1.00291680e+03] s\n", "[ 1.15663333 1.41976667 2.07613333 ... 1002.09556667 1002.8093\n", " 1002.97343333] s\n", "[6.49700000e-01 7.93566667e-01 1.07880000e+00 5.91823333e+00\n", " 7.15840000e+00 7.34060000e+00 7.34996667e+00 1.15569333e+01\n", " 1.21340333e+01 1.23111333e+01 1.23150000e+01 1.23241333e+01\n", " 1.26469667e+01 1.28425667e+01 1.30134000e+01 1.69272000e+01\n", " 2.36539000e+01 2.49831667e+01 2.58650000e+01 2.94702000e+01\n", " 2.96798333e+01 3.01860667e+01 3.02369000e+01 3.02748333e+01\n", " 3.09127000e+01 3.09153000e+01 3.55002667e+01 3.85903333e+01\n", " 3.90895333e+01 3.96105333e+01 4.16944667e+01 4.21997667e+01\n", " 4.62439667e+01 4.77436667e+01 5.36147000e+01 5.36347667e+01\n", " 5.86522000e+01 5.87553667e+01 6.40690333e+01 6.42983667e+01\n", " 6.44420000e+01 6.44446000e+01 6.48191667e+01 6.78956333e+01\n", " 6.80718333e+01 7.08171333e+01 7.08345667e+01 7.16222333e+01\n", " 7.36125667e+01 7.38977000e+01 7.56632000e+01 7.65638000e+01\n", " 7.65925000e+01 7.68409667e+01 7.70847333e+01 7.71944000e+01\n", " 7.97692667e+01 8.16276667e+01 8.16858667e+01 8.25710333e+01\n", " 8.29661333e+01 8.29769000e+01 8.36890000e+01 8.75403333e+01\n", " 8.75687000e+01 8.88898000e+01 9.50641000e+01 9.50773667e+01\n", " 9.50838000e+01 9.50987333e+01 9.51020000e+01 9.58750000e+01\n", " 9.62320000e+01 9.65866667e+01 1.01757133e+02 1.01784633e+02\n", " 1.02082400e+02 1.07805700e+02 1.08149467e+02 1.14075433e+02\n", " 1.14475367e+02 1.14529533e+02 1.14650467e+02 1.14724567e+02\n", " 1.14743833e+02 1.14980633e+02 1.20765433e+02 1.21335767e+02\n", " 1.23602733e+02 1.26616900e+02 1.27003667e+02 1.27237667e+02\n", " 1.27505567e+02 1.31733167e+02 1.33364400e+02 1.38941233e+02\n", " 1.39336467e+02 1.39487800e+02 1.39494000e+02 1.39510200e+02\n", " 1.39557900e+02 1.43178033e+02 1.44782900e+02 1.45226900e+02\n", " 1.45312933e+02 1.45916433e+02 1.45953233e+02 1.50706733e+02\n", " 1.51609233e+02 1.52776467e+02 1.59202067e+02 1.59252667e+02\n", " 1.59291033e+02 1.59643133e+02 1.63814900e+02 1.64298567e+02\n", " 1.65603700e+02 1.70172567e+02 1.71110233e+02 1.71734167e+02\n", " 1.71768333e+02 1.73748033e+02 1.73766800e+02 1.75571400e+02\n", " 1.76077600e+02 1.77165667e+02 1.77406533e+02 1.77439933e+02\n", " 1.77445733e+02 1.78260267e+02 1.80670500e+02 1.81241633e+02\n", " 1.90818767e+02 1.94274533e+02 1.95431433e+02 1.95449500e+02\n", " 1.95488233e+02 1.95935000e+02 1.95992333e+02 1.97227500e+02\n", " 1.97726500e+02 2.00068533e+02 2.00108433e+02 2.00120433e+02\n", " 2.02566033e+02 2.03635267e+02 2.03733100e+02 2.07271000e+02\n", " 2.07625300e+02 2.09661633e+02 2.09693767e+02 2.14667000e+02\n", " 2.15671067e+02 2.16061600e+02 2.19003200e+02 2.21016333e+02\n", " 2.22633700e+02 2.22932833e+02 2.25190600e+02 2.25645200e+02\n", " 2.28761733e+02 2.28836700e+02 2.28960367e+02 2.29159700e+02\n", " 2.33578267e+02 2.34171667e+02 2.34186433e+02 2.34945900e+02\n", " 2.35338300e+02 2.35743100e+02 2.36102100e+02 2.37379333e+02\n", " 2.41386200e+02 2.41446433e+02 2.41794200e+02 2.41975100e+02\n", " 2.50201600e+02 2.54331567e+02 2.54422933e+02 2.54435567e+02\n", " 2.55977267e+02 2.60574433e+02 2.65795867e+02 2.66468333e+02\n", " 2.66470800e+02 2.66620167e+02 2.67249500e+02 2.67557033e+02\n", " 2.68589800e+02 2.71137033e+02 2.75075567e+02 2.76067933e+02\n", " 2.76467000e+02 2.77215367e+02 2.78209900e+02 2.78349733e+02\n", " 2.78435767e+02 2.78634933e+02 2.78672933e+02 2.80191633e+02\n", " 2.83681167e+02 2.89993333e+02 2.93110133e+02 2.93117900e+02\n", " 2.95236767e+02 2.96379300e+02 3.02369733e+02 3.02645667e+02\n", " 3.08830567e+02 3.08909200e+02 3.08923433e+02 3.08947333e+02\n", " 3.08992433e+02 3.14129133e+02 3.18953100e+02 3.21744733e+02\n", " 3.28301800e+02 3.28332333e+02 3.28333933e+02 3.28353133e+02\n", " 3.28972333e+02 3.29078967e+02 3.34374400e+02 3.34832800e+02\n", " 3.40149533e+02 3.40944067e+02 3.40988533e+02 3.40992067e+02\n", " 3.41009533e+02 3.41029667e+02 3.41062433e+02 3.44814333e+02\n", " 3.46344567e+02 3.46763600e+02 3.46813933e+02 3.47092367e+02\n", " 3.54070767e+02 3.55705067e+02 3.56045433e+02 3.56693000e+02\n", " 3.58159333e+02 3.58216700e+02 3.59528900e+02 3.63935467e+02\n", " 3.65286233e+02 3.65313133e+02 3.65415033e+02 3.66302000e+02\n", " 3.66489133e+02 3.66559733e+02 3.70779833e+02 3.70852667e+02\n", " 3.70950333e+02 3.71456433e+02 3.71488800e+02 3.72356967e+02\n", " 3.72913833e+02 3.75393267e+02 3.76831233e+02 3.77788600e+02\n", " 3.77899400e+02 3.78951633e+02 3.81141067e+02 3.82936600e+02\n", " 3.83710000e+02 3.84471200e+02 3.84566733e+02 3.84808233e+02\n", " 3.88831633e+02 3.91952500e+02 3.91958800e+02 3.92562933e+02\n", " 3.94228533e+02 3.95006433e+02 3.95589767e+02 3.96010100e+02\n", " 3.97431033e+02 4.00850700e+02 4.00874367e+02 4.01016533e+02\n", " 4.01640200e+02 4.02763767e+02 4.03129933e+02 4.07193500e+02\n", " 4.08537500e+02 4.08869567e+02 4.08873533e+02 4.09318233e+02\n", " 4.09332800e+02 4.11783533e+02 4.11965700e+02 4.19734533e+02\n", " 4.22743867e+02 4.22810100e+02 4.23829400e+02 4.31921900e+02\n", " 4.34808933e+02 4.34940400e+02 4.34993567e+02 4.35138833e+02\n", " 4.35523533e+02 4.37716233e+02 4.42778833e+02 4.42904800e+02\n", " 4.47485633e+02 4.47636933e+02 4.48664200e+02 4.50561900e+02\n", " 4.54568533e+02 4.57324633e+02 4.59875500e+02 4.60149767e+02\n", " 4.60230600e+02 4.60267700e+02 4.63109300e+02 4.63308733e+02\n", " 4.63609900e+02 4.64275200e+02 4.65337367e+02 4.65524200e+02\n", " 4.65778033e+02 4.65788467e+02 4.66217533e+02 4.66243600e+02\n", " 4.69585400e+02 4.73025167e+02 4.73169733e+02 4.73854467e+02\n", " 4.75657367e+02 4.75886900e+02 4.77748933e+02 4.78307033e+02\n", " 4.84857867e+02 4.84988733e+02 4.85728567e+02 4.87263400e+02\n", " 4.87601300e+02 4.90161400e+02 4.90461467e+02 4.91064333e+02\n", " 4.95505500e+02 4.95581700e+02 4.95681267e+02 4.97250400e+02\n", " 4.97492567e+02 4.97723633e+02 4.99832800e+02 5.01559300e+02\n", " 5.02143200e+02 5.06639167e+02 5.11515300e+02 5.12264033e+02\n", " 5.14043867e+02 5.22436067e+02 5.22790133e+02 5.23234900e+02\n", " 5.28147200e+02 5.28387500e+02 5.28617933e+02 5.33705700e+02\n", " 5.37517100e+02 5.40225033e+02 5.41115200e+02 5.44088767e+02\n", " 5.44132500e+02 5.44361300e+02 5.46186067e+02 5.48062633e+02\n", " 5.48165233e+02 5.50732767e+02 5.51059700e+02 5.51382267e+02\n", " 5.52709767e+02 5.53152967e+02 5.53255233e+02 5.53570333e+02\n", " 5.53611800e+02 5.53651933e+02 5.54044367e+02 5.56869767e+02\n", " 5.57231733e+02 5.57470500e+02 5.62568933e+02 5.65240100e+02\n", " 5.65472000e+02 5.67201667e+02 5.69855667e+02 5.77324500e+02\n", " 5.83682500e+02 5.83699567e+02 5.88702600e+02 5.90345300e+02\n", " 5.94503900e+02 5.95058000e+02 5.95073933e+02 5.95292967e+02\n", " 5.96871333e+02 5.96896167e+02 5.98897667e+02 6.02005567e+02\n", " 6.02174867e+02 6.02468100e+02 6.02552400e+02 6.02904600e+02\n", " 6.03274533e+02 6.05881867e+02 6.07418533e+02 6.07423333e+02\n", " 6.08434967e+02 6.13324233e+02 6.15013700e+02 6.19390100e+02\n", " 6.21122200e+02 6.21313100e+02 6.23891733e+02 6.25610633e+02\n", " 6.25648600e+02 6.27423833e+02 6.29921200e+02 6.29974000e+02\n", " 6.34691867e+02 6.34702733e+02 6.36015667e+02 6.36033933e+02\n", " 6.36051933e+02 6.36459900e+02 6.38733700e+02 6.39094300e+02\n", " 6.42924067e+02 6.45569167e+02 6.45578467e+02 6.50765833e+02\n", " 6.51947400e+02 6.51955567e+02 6.52551700e+02 6.55372100e+02\n", " 6.55503433e+02 6.57203800e+02 6.57377933e+02 6.63102000e+02\n", " 6.64533333e+02 6.69063467e+02 6.69636500e+02 6.70433567e+02\n", " 6.72781200e+02 6.77283800e+02 6.80006267e+02 6.83684933e+02\n", " 6.85984867e+02 6.88019800e+02 6.88145400e+02 6.88804867e+02\n", " 6.90332367e+02 6.90406067e+02 6.90547433e+02 6.93434100e+02\n", " 6.94286533e+02 6.94312900e+02 6.95714833e+02 7.00427467e+02\n", " 7.06209633e+02 7.06744233e+02 7.10142800e+02 7.12254033e+02\n", " 7.13079633e+02 7.13082333e+02 7.15583033e+02 7.15761633e+02\n", " 7.17552433e+02 7.18094533e+02 7.19162967e+02 7.21414100e+02\n", " 7.24688300e+02 7.24792133e+02 7.24917400e+02 7.25390367e+02\n", " 7.27214000e+02 7.37492967e+02 7.39828967e+02 7.41194100e+02\n", " 7.41860967e+02 7.42611100e+02 7.49839600e+02 7.49888533e+02\n", " 7.52332467e+02 7.54977867e+02 7.55153533e+02 7.58143833e+02\n", " 7.61024067e+02 7.61094467e+02 7.61158500e+02 7.61378633e+02\n", " 7.61791933e+02 7.62833933e+02 7.63175167e+02 7.67705400e+02\n", " 7.67729000e+02 7.72047333e+02 7.75080433e+02 7.75289300e+02\n", " 7.75304933e+02 7.75352833e+02 7.75363467e+02 7.80103167e+02\n", " 7.81501967e+02 7.82669167e+02 7.84855033e+02 7.85334000e+02\n", " 7.86694333e+02 7.87564000e+02 7.96666333e+02 7.98669967e+02\n", " 7.98914100e+02 7.99188933e+02 8.00362100e+02 8.02194900e+02\n", " 8.02453500e+02 8.02509000e+02 8.02536267e+02 8.02855633e+02\n", " 8.04854333e+02 8.05846400e+02 8.05945133e+02 8.07547367e+02\n", " 8.08543433e+02 8.08715233e+02 8.08951400e+02 8.12434767e+02\n", " 8.12466233e+02 8.17946700e+02 8.22786400e+02 8.23602167e+02\n", " 8.23992967e+02 8.24040000e+02 8.26513200e+02 8.29533100e+02\n", " 8.35267967e+02 8.36203100e+02 8.36846700e+02 8.38332300e+02\n", " 8.38947567e+02 8.42232900e+02 8.42254167e+02 8.43038467e+02\n", " 8.46223233e+02 8.48559667e+02 8.48700933e+02 8.49309367e+02\n", " 8.51640133e+02 8.51925067e+02 8.53854967e+02 8.58051733e+02\n", " 8.59502800e+02 8.59536267e+02 8.60048400e+02 8.60084767e+02\n", " 8.61136033e+02 8.63630000e+02 8.66008833e+02 8.66977367e+02\n", " 8.69494733e+02 8.69780700e+02 8.69869533e+02 8.71848233e+02\n", " 8.76799167e+02 8.77989733e+02 8.80595467e+02 8.87695600e+02\n", " 8.88285867e+02 8.88332533e+02 8.88571700e+02 8.88669133e+02\n", " 8.90587200e+02 8.91976233e+02 8.93352700e+02 8.93426467e+02\n", " 8.93842967e+02 8.99923967e+02 9.00224000e+02 9.00443867e+02\n", " 9.00812533e+02 9.00878167e+02 9.01514067e+02 9.05734167e+02\n", " 9.09127967e+02 9.09212067e+02 9.11399467e+02 9.18127800e+02\n", " 9.22081167e+02 9.23786933e+02 9.24339267e+02 9.24432400e+02\n", " 9.24727700e+02 9.27799800e+02 9.30790767e+02 9.31659667e+02\n", " 9.35830533e+02 9.35898633e+02 9.36846433e+02 9.37165367e+02\n", " 9.39747333e+02 9.42427200e+02 9.42614267e+02 9.43001467e+02\n", " 9.45140900e+02 9.45796833e+02 9.45803067e+02 9.49011300e+02\n", " 9.49504667e+02 9.49689900e+02 9.50949767e+02 9.52540600e+02\n", " 9.52668433e+02 9.52761967e+02 9.55470667e+02 9.61025567e+02\n", " 9.65840533e+02 9.66737100e+02 9.68997133e+02 9.70791867e+02\n", " 9.70883200e+02 9.70885133e+02 9.72348500e+02 9.73141367e+02\n", " 9.77073167e+02 9.77936400e+02 9.83112000e+02 9.83114733e+02\n", " 9.83829867e+02 9.84212367e+02 9.85183267e+02 9.86693567e+02\n", " 9.87576667e+02 9.89045567e+02 9.89181400e+02 9.89306400e+02\n", " 9.89358367e+02 9.89436100e+02 9.89687700e+02 9.90078067e+02\n", " 9.90955800e+02 9.97067933e+02 9.99264567e+02 1.00149973e+03\n", " 1.00245970e+03 1.00250373e+03 1.00253970e+03 1.00269980e+03] s\n", "[3.61666667e-02 1.79966667e-01 1.84200000e-01 ... 1.00307757e+03\n", " 1.00312717e+03 1.00316053e+03] s\n", "[3.87733333e-01 5.58700000e-01 6.04566667e-01 ... 1.00268727e+03\n", " 1.00300673e+03 1.00306893e+03] s\n", "[ 1.0785 3.59546667 3.7358 4.6068 5.00513333\n", " 8.64456667 9.4509 9.52536667 10.5029 10.56353333\n", " 10.65776667 10.69146667 12.31496667 12.75203333 14.63923333\n", " 16.83056667 21.49973333 21.50843333 21.7188 22.60776667\n", " 22.6661 22.73636667 27.07713333 28.26016667 29.93003333\n", " 31.35716667 32.36846667 33.5571 34.37583333 34.4133\n", " 34.42406667 34.62116667 34.80823333 36.1378 40.2416\n", " 40.37916667 40.4895 40.56886667 41.19306667 44.171\n", " 44.362 44.42233333 44.47886667 45.28553333 45.50246667\n", " 50.32053333 51.39873333 51.43006667 54.21726667 56.00963333\n", " 56.3485 57.60303333 58.89956667 59.799 60.66633333\n", " 61.20736667 61.8003 61.80466667 61.8413 62.34806667\n", " 63.12313333 63.41016667 63.51103333 67.6653 67.7349\n", " 69.20583333 69.30696667 69.3376 70.81186667 70.8169\n", " 70.8343 70.8388 70.85653333 73.441 73.72373333\n", " 73.80006667 73.86136667 74.67226667 75.00076667 75.03466667\n", " 76.58926667 79.62416667 79.8447 80.6389 81.23266667\n", " 83.34506667 83.52303333 85.2739 85.5321 85.53896667\n", " 86.05033333 86.8683 86.9033 86.93413333 87.0268\n", " 87.0711 92.01963333 93.38546667 95.0612 95.09263333\n", " 95.09846667 95.10196667 98.2052 99.49153333 99.8071\n", " 102.69873333 105.76676667 105.94253333 110.69153333 110.72176667\n", " 110.9849 112.20983333 112.3667 116.43993333 117.99423333\n", " 118.4498 123.46233333 123.69696667 128.63693333 129.56993333\n", " 129.5746 129.596 129.86543333 130.96 131.18653333\n", " 131.20653333 135.9122 135.9721 136.00413333 136.0321\n", " 136.24043333 136.52523333 137.32583333 137.4134 137.80186667\n", " 139.48763333 139.89656667 142.03866667 142.56 143.6349\n", " 143.98903333 144.18203333 144.62203333 146.0599 148.24503333\n", " 148.56733333 149.78466667 150.14 152.4838 152.7511\n", " 153.2387 153.98933333 154.2412 158.83613333 159.6658\n", " 159.7577 159.84533333 160.00086667 161.5814 161.5894\n", " 161.60526667 161.62346667 161.91203333 163.18413333 168.8148\n", " 169.1213 169.25066667 171.6467 173.02153333 174.01516667\n", " 177.4066 177.41246667 177.42466667 177.4364 177.52376667\n", " 178.37356667 180.2762 180.67066667 184.34443333 195.67353333\n", " 197.2761 199.8452 200.84663333 200.8862 201.40323333\n", " 201.45673333 201.51773333 201.54183333 206.17533333 208.03073333\n", " 209.9362 209.9608 211.84993333 212.08263333 212.09993333\n", " 212.19533333 212.50873333 212.55293333 213.3835 213.94486667\n", " 214.708 217.88343333 217.95466667 218.21243333 218.2309\n", " 219.2018 219.3886 219.43466667 219.54463333 223.1554\n", " 223.21983333 225.13886667 225.25776667 225.27126667 225.37823333\n", " 226.00546667 226.78386667 231.44443333 231.47156667 232.79513333\n", " 233.27086667 233.3639 233.41146667 233.42223333 237.95243333\n", " 238.2353 238.2692 238.56246667 241.4273 242.28256667\n", " 243.2493 244.21546667 244.2692 244.27353333 244.2784\n", " 244.2868 244.3168 244.57216667 245.83153333 249.7439\n", " 250.10853333 250.15796667 250.15963333 250.2103 250.4885\n", " 250.5346 251.51996667 251.68 251.71673333 251.82643333\n", " 251.8967 254.6083 255.82286667 256.29866667 256.4478\n", " 256.45843333 257.3628 257.8466 257.8485 257.88206667\n", " 258.00276667 258.0459 262.14506667 262.47406667 264.16186667\n", " 264.3959 265.78826667 267.02126667 268.01896667 268.87986667\n", " 270.0186 270.13493333 270.31676667 272.62343333 274.3034\n", " 274.56006667 274.64773333 274.67476667 274.9773 275.01623333\n", " 276.33413333 276.34396667 276.423 276.46776667 276.48106667\n", " 277.3577 277.69703333 278.48396667 280.6751 281.3484\n", " 282.31526667 282.4828 282.53736667 283.9345 285.95376667\n", " 286.4751 286.74766667 286.85926667 286.98053333 287.06363333\n", " 287.09123333 287.8745 288.10736667 288.43086667 288.43833333\n", " 292.51873333 292.77776667 294.46333333 296.3587 298.4796\n", " 298.58503333 298.8809 298.91253333 300.1694 300.2075\n", " 300.2661 300.30826667 302.2812 305.89266667 306.59046667\n", " 306.7084 306.97523333 313.07956667 313.35833333 313.4099\n", " 318.29553333 318.72726667 318.88393333 319.8329 319.90586667\n", " 320.82576667 324.71346667 328.34823333 328.39756667 332.7287\n", " 332.79343333 332.81073333 332.86076667 333.0055 334.36383333\n", " 334.39553333 336.45263333 336.72456667 337.0503 338.1376\n", " 338.2878 338.5815 340.99213333 341.12143333 344.3416\n", " 344.49386667 344.79826667 344.9995 346.91943333 347.86246667\n", " 348.8412 349.4328 349.80296667 350.86416667 353.26206667\n", " 353.92803333 355.21653333 355.24856667 355.29206667 355.3113\n", " 355.40493333 355.70036667 355.9583 356.56066667 356.62286667\n", " 357.22773333 357.30343333 361.4789 362.7521 362.8103\n", " 362.9405 363.999 364.08716667 364.093 364.40396667\n", " 368.1906 368.67783333 369.9783 370.03866667 371.84896667\n", " 372.68336667 372.7589 373.1943 373.66723333 374.27896667\n", " 374.29306667 374.66363333 375.9754 380.32133333 381.55813333\n", " 381.84523333 382.3725 384.5571 386.41023333 386.43243333\n", " 386.53136667 386.59183333 386.7835 386.89246667 387.52393333\n", " 387.8416 388.30973333 388.86396667 391.3782 392.55286667\n", " 393.32433333 394.09223333 394.1374 398.862 399.2865\n", " 399.3025 400.24573333 400.29986667 400.59053333 403.4611\n", " 404.66086667 404.66436667 404.67896667 404.98893333 405.04996667\n", " 405.07883333 405.1115 406.4803 406.56896667 410.87576667\n", " 411.9126 412.857 412.90023333 418.9583 419.22246667\n", " 420.96526667 420.97193333 421.0819 421.48533333 421.8067\n", " 422.11386667 422.20306667 426.89093333 426.98573333 431.80076667\n", " 431.8453 432.6344 433.31796667 433.4049 433.44843333\n", " 433.55843333 433.58996667 435.95346667 438.46766667 439.0911\n", " 439.18446667 439.18823333 439.19906667 439.2106 441.13236667\n", " 441.19163333 442.23106667 442.8212 445.40913333 446.7114\n", " 447.01143333 450.1001 450.2545 450.31043333 450.32173333\n", " 450.6024 451.27316667 451.69403333 453.9459 459.70826667\n", " 460.12306667 460.5008 464.56513333 464.8384 464.86026667\n", " 465.88196667 466.24316667 468.21196667 468.57656667 470.3901\n", " 474.92123333 475.03646667 475.07583333 475.6288 476.17523333\n", " 477.59503333 480.0726 483.42416667 487.22383333 487.44316667\n", " 487.54803333 487.56183333 492.97576667 493.18366667 497.78403333\n", " 499.13666667 499.58876667 500.54053333 501.00146667 505.56286667\n", " 505.5938 507.24276667 507.9613 511.5178 511.55393333\n", " 511.61983333 512.89626667 513.7555 517.95716667 519.44316667\n", " 519.44526667 520.56173333 520.73106667 521.06493333 521.09706667\n", " 525.12016667 525.5877 526.39963333 526.81206667 527.17336667\n", " 532.80003333 537.17116667 537.2655 537.68596667 539.1317\n", " 539.15983333 544.88363333 544.9299 548.02216667 548.0964\n", " 550.62026667 551.8437 556.77736667 556.7979 556.80026667\n", " 556.83623333 557.13073333 557.18103333 557.6519 558.04773333\n", " 558.26943333 559.08263333 562.0941 562.15066667 563.94693333\n", " 564.63846667 565.15666667 565.196 566.1306 566.23023333\n", " 572.34826667 572.91346667 574.2771 574.31006667 574.35283333\n", " 574.73533333 580.03426667 581.103 581.4611 584.19493333\n", " 584.28693333 585.4164 585.5333 586.4834 586.84483333\n", " 586.84796667 588.18653333 588.21516667 588.22736667 590.05926667\n", " 591.97826667 594.25656667 594.5032 595.10776667 598.67296667\n", " 598.86863333 599.85916667 600.35503333 603.12723333 605.37386667\n", " 606.68586667 611.43556667 612.63716667 612.75873333 616.88276667\n", " 616.90783333 617.30856667 617.33073333 617.41346667 618.46853333\n", " 618.4888 618.52703333 624.4421 624.7337 625.00356667\n", " 626.14013333 631.1057 631.21133333 636.03423333 636.04806667\n", " 636.06916667 636.68513333 638.0004 638.1393 641.47843333\n", " 642.3509 642.37643333 642.6616 643.78296667 643.91503333\n", " 644.03946667 645.50786667 645.97116667 646.05713333 646.34046667\n", " 654.20606667 654.25466667 654.3065 654.3583 654.40203333\n", " 655.59863333 655.78756667 657.12526667 660.43603333 660.9231\n", " 662.26126667 668.11726667 668.91656667 669.06686667 672.1408\n", " 672.18443333 672.26406667 672.6656 674.11573333 674.31196667\n", " 678.30273333 679.24026667 679.44013333 679.46876667 679.76243333\n", " 680.21903333 680.82693333 681.01683333 681.18673333 681.23426667\n", " 681.25033333 681.28156667 687.2599 691.28226667 691.52113333\n", " 691.5715 693.4577 693.4749 693.5182 697.528\n", " 701.23306667 703.48433333 703.88773333 705.0439 705.07796667\n", " 705.21896667 707.7103 709.4764 710.13103333 713.08606667\n", " 713.09943333 713.376 715.46446667 716.05113333 716.24693333\n", " 716.8569 716.88616667 718.22693333 718.3912 718.5174\n", " 722.8165 723.9065 728.86773333 728.87683333 729.04176667\n", " 731.25483333 731.39926667 733.25656667 733.48583333 734.4804\n", " 734.97503333 735.08163333 739.10656667 739.5206 739.7941\n", " 740.38223333 740.65256667 742.31733333 742.9294 745.2249\n", " 745.51513333 745.5291 747.0594 747.13136667 747.4121\n", " 749.89626667 751.68183333 751.73613333 753.3365 757.29793333\n", " 757.62106667 763.42363333 763.50696667 763.6203 766.70583333\n", " 767.46883333 767.73793333 769.6736 770.03046667 771.2258\n", " 771.3264 771.41026667 776.10353333 777.4049 777.46346667\n", " 777.8734 778.88166667 779.4824 781.29233333 787.9719\n", " 789.82526667 789.8617 792.2881 793.97743333 795.9048\n", " 796.04986667 796.42093333 796.59776667 797.0892 797.80533333\n", " 797.87376667 797.9829 798.15896667 799.94103333 803.83466667\n", " 804.10293333 805.72843333 805.7436 807.57286667 809.68296667\n", " 816.28486667 820.21673333 820.56893333 821.68186667 821.92986667\n", " 826.1828 827.38903333 827.592 828.1261 828.19456667\n", " 828.21276667 832.25903333 832.6406 832.65366667 833.758\n", " 838.3202 838.7298 839.07183333 839.09873333 839.69546667\n", " 840.22246667 840.25936667 840.32253333 844.44696667 844.49953333\n", " 846.19286667 846.23046667 850.76013333 851.9412 852.11743333\n", " 852.5332 852.7085 852.7415 852.80343333 853.21523333\n", " 857.07013333 857.12756667 857.4554 857.53826667 857.72406667\n", " 857.77623333 858.4881 858.94506667 859.49133333 861.53743333\n", " 863.056 869.78326667 869.8266 870.4922 875.1351\n", " 875.27493333 877.01613333 877.09426667 877.93306667 878.96893333\n", " 879.43096667 879.62593333 880.36723333 881.11936667 881.71186667\n", " 881.7444 881.82136667 881.8353 882.01663333 882.2328\n", " 882.46616667 882.70313333 882.7727 882.79206667 883.97223333\n", " 884.40913333 885.52843333 886.05546667 887.16683333 887.62746667\n", " 890.41653333 891.99106667 892.288 892.50976667 893.059\n", " 894.2144 895.21463333 896.4811 896.57653333 896.62266667\n", " 896.9523 897.76923333 897.83726667 897.9803 901.47723333\n", " 902.7609 908.50833333 908.78753333 909.0921 909.85793333\n", " 910.3587 914.54773333 914.8751 915.00673333 915.2147\n", " 915.29523333 916.70053333 917.02936667 921.70426667 923.06813333\n", " 923.13183333 924.85393333 927.28423333 927.6389 928.99556667\n", " 929.16866667 929.33843333 933.19753333 933.43726667 933.79053333\n", " 933.81166667 935.10093333 935.10463333 935.14723333 935.8131\n", " 937.36916667 939.1583 939.4718 939.5765 940.75863333\n", " 941.0579 942.61746667 945.44646667 945.8038 945.8061\n", " 949.30173333 949.44976667 949.50676667 950.16463333 951.18686667\n", " 952.2116 956.18833333 960.31673333 960.3254 961.0135\n", " 962.005 962.09706667 962.1895 962.4514 962.57963333\n", " 962.97023333 963.62046667 963.71036667 963.78476667 963.86983333\n", " 964.08823333 964.20653333 964.95363333 968.6199 968.66043333\n", " 968.77123333 969.16223333 969.4185 969.8792 969.91586667\n", " 970.3304 974.19203333 975.38726667 975.80113333 975.87076667\n", " 975.9252 976.06236667 976.67346667 978.16133333 981.75926667\n", " 981.9281 982.13253333 982.1629 982.22846667 982.43196667\n", " 983.92873333 985.5883 986.27673333 986.31816667 986.72613333\n", " 986.75566667 987.49343333 987.74043333 987.84313333 989.01763333\n", " 989.335 992.33896667 992.8355 993.7354 993.7613\n", " 994.13043333 999.89893333 1000.26813333 1000.2912 1002.0641 ] s\n", "[2.37900000e-01 2.86166667e-01 1.31913333e+00 ... 1.00254113e+03\n", " 1.00255467e+03 1.00310003e+03] s\n", "[3.15100000e-01 1.07863333e+00 1.08306667e+00 ... 1.00107987e+03\n", " 1.00246813e+03 1.00307820e+03] s\n", "[5.79600000e-01 5.99966667e-01 6.16200000e-01 ... 1.00311200e+03\n", " 1.00312160e+03 1.00318913e+03] s\n", "[5.35100000e-01 1.35970000e+00 1.72646667e+00 ... 1.00193347e+03\n", " 1.00235777e+03 1.00286917e+03] s\n", "[ 57.11063333 105.39083333 111.8535 117.96133333 120.73596667\n", " 120.75556667 120.8127 181.39093333 181.45626667 226.01466667\n", " 239.0581 257.23406667 259.6549 269.82836667 269.89076667\n", " 273.658 275.77163333 293.58296667 325.64023333 325.6832\n", " 325.71026667 331.9526 331.98313333 334.6353 356.52433333\n", " 356.56743333 362.67383333 366.16043333 387.5581 394.01786667\n", " 403.1952 412.40786667 412.44573333 412.46416667 429.45376667\n", " 470.02946667 476.08003333 476.11036667 494.3993 494.46036667\n", " 500.29203333 505.5412 512.35973333 532.3102 532.32936667\n", " 544.4813 544.4877 544.50466667 544.51936667 551.57193333\n", " 562.5525 565.9394 573.60146667 582.3957 587.71796667\n", " 587.75386667 603.50326667 606.18403333 606.24386667 609.2749\n", " 609.30486667 609.35666667 612.20143333 612.2621 612.33286667\n", " 615.19276667 615.22046667 617.54773333 618.05603333 618.0867\n", " 618.0956 618.10176667 618.11526667 624.19596667 624.2219\n", " 624.23246667 624.2826 624.29596667 624.36896667 637.31883333\n", " 647.02556667 649.44946667 663.7604 681.79213333 695.54303333\n", " 698.73946667 710.65196667 714.21566667 716.574 718.59616667\n", " 722.19813333 740.3272 740.374 743.10093333 743.11243333\n", " 743.14556667 743.1887 746.25833333 755.5196 758.53963333\n", " 758.60283333 764.5021 784.88286667 787.11096667 787.1614\n", " 791.06713333 797.1198 797.12743333 805.55413333 805.79693333\n", " 805.85213333 809.31236667 815.35293333 815.44036667 815.4723\n", " 818.36796667 818.42143333 823.92623333 830.96926667 831.38643333\n", " 833.38816667 845.6966 864.32216667 868.54633333 880.02453333\n", " 880.05943333 897.77796667 897.82666667 909.8572 909.9397\n", " 909.977 922.43816667 922.4638 937.7698 940.44596667\n", " 940.51393333 941.53656667 981.48853333 990.4951 990.6455\n", " 999.83546667 999.85306667] s\n", "[ 1.07856667 12.315 12.31776667 24.6781 30.91246667\n", " 31.31843333 36.6153 42.6056 53.62373333 70.81706667\n", " 70.83396667 70.85746667 76.58943333 95.0642 95.08396667\n", " 95.10163333 96.8411 107.806 132.00833333 139.48743333\n", " 139.4907 139.5018 142.14123333 144.95713333 145.95293333\n", " 151.5993 151.64703333 177.40653333 178.16183333 184.31463333\n", " 191.68516667 195.43886667 196.29166667 199.4211 223.58516667\n", " 241.3713 241.91606667 256.38443333 264.3729 270.61276667\n", " 280.97463333 289.9011 296.3587 302.28103333 308.8914\n", " 308.9126 308.92346667 308.9276 308.9475 328.3482\n", " 340.99213333 340.99683333 357.0761 372.98956667 377.69043333\n", " 378.10833333 383.74993333 388.264 392.5531 401.41776667\n", " 411.6688 421.4858 440.3521 442.88743333 481.75216667\n", " 484.79906667 494.31313333 497.402 502.34706667 515.0193\n", " 543.25956667 552.254 588.09013333 595.13256667 595.6675\n", " 615.01873333 621.0948 627.67726667 634.70253333 636.03393333\n", " 642.22683333 656.67896667 662.39356667 695.8593 713.06326667\n", " 713.07996667 713.08553333 747.03936667 749.8926 749.89626667\n", " 754.78013333 770.48843333 771.23776667 772.079 775.2893\n", " 785.0818 796.08183333 800.69483333 806.0027 812.69216667\n", " 858.15893333 876.27386667 890.30903333 944.59203333 945.00566667\n", " 945.80616667 961.24746667 964.25323333 983.20946667 1000.20683333] s\n", "[1.16733333e-01 2.37500000e-01 3.88333333e-01 ... 1.00262903e+03\n", " 1.00282710e+03 1.00294893e+03] s\n", "[ 3.7221 12.3151 304.71383333 340.99266667 771.41733333] s\n", "[2.66333333e-01 3.52900000e-01 4.26766667e-01 ... 1.00028473e+03\n", " 1.00035263e+03 1.00055900e+03] s\n", "[ 3.7597 3.7708 3.78183333 9.38173333 9.3898\n", " 9.42916667 9.4408 21.65463333 27.35756667 27.3624\n", " 27.38376667 28.00266667 33.10203333 33.24726667 33.30133333\n", " 39.2565 40.53503333 44.33156667 44.33463333 44.35696667\n", " 44.36756667 44.3997 44.4301 45.97053333 50.1662\n", " 50.29553333 51.52343333 56.177 56.19303333 62.01886667\n", " 62.08206667 62.1189 62.2896 67.81556667 67.86016667\n", " 73.6834 73.73796667 79.5629 79.59903333 83.696\n", " 85.3802 85.40806667 85.44683333 87.82433333 98.08853333\n", " 98.1158 104.5248 104.5621 110.944 117.04206667\n", " 117.06873333 117.1307 123.3812 129.73623333 129.79256667\n", " 136.1931 136.22536667 136.27963333 142.54693333 144.38423333\n", " 148.46826667 154.42526667 154.47333333 161.78713333 161.83776667\n", " 161.84963333 167.77743333 180.55363333 182.34473333 189.14856667\n", " 199.99566667 200.0061 200.01776667 212.44586667 212.518\n", " 218.23593333 218.28606667 221.75176667 225.09366667 225.119\n", " 225.19736667 231.71683333 231.7484 238.16443333 238.17776667\n", " 238.23013333 243.64016667 244.4577 244.4919 244.5437\n", " 248.43693333 250.40453333 250.4961 250.52823333 256.30593333\n", " 256.35676667 262.69316667 262.7136 262.73073333 262.78336667\n", " 262.80486667 262.85263333 269.0317 269.06753333 269.07983333\n", " 269.11883333 273.16783333 274.9188 274.94306667 274.9471\n", " 280.7957 280.83353333 280.85606667 286.72666667 286.74763333\n", " 286.77753333 286.8162 292.75463333 298.7876 298.7925\n", " 298.8252 305.0988 305.1589 305.19063333 305.20243333\n", " 311.63676667 318.5265 318.6255 318.68306667 324.7829\n", " 324.79073333 324.80743333 331.15623333 331.1645 331.2031\n", " 332.7141 337.0389 337.0542 337.09246667 355.64036667\n", " 361.71716667 361.76386667 363.56103333 363.65063333 368.5521\n", " 368.60703333 371.8119 372.92486667 374.51173333 374.59866667\n", " 380.64206667 380.7666 386.73886667 386.75336667 386.76396667\n", " 386.80406667 386.82986667 391.3155 393.15686667 394.94696667\n", " 399.13433333 399.25036667 404.94523333 404.98213333 405.01683333\n", " 411.56463333 411.59906667 418.03066667 418.1331 418.165\n", " 421.6597 421.67463333 425.6921 425.69653333 425.72333333\n", " 425.75656667 431.758 436.1749 437.6705 439.5784\n", " 441.65706667 441.7503 442.09856667 442.5155 445.7021\n", " 445.72183333 445.742 445.7518 445.7715 445.7755\n", " 445.80146667 445.8058 445.8396 446.46783333 450.21883333\n", " 450.23526667 450.26033333 450.31386667 453.09643333 457.1604\n", " 457.19673333 457.22496667 463.12326667 463.168 465.22643333\n", " 469.1767 475.24066667 487.39823333 487.4462 487.5095\n", " 493.49833333 493.54033333 499.42093333 499.43813333 499.4507\n", " 499.4809 499.5322 501.373 504.26126667 505.43683333\n", " 508.51893333 511.4263 511.437 511.48426667 511.4985\n", " 517.44416667 519.4571 525.36203333 531.35773333 531.41953333\n", " 537.52213333 537.55616667 537.6084 537.62306667 541.55296667\n", " 545.925 545.93116667 550.63993333 550.64786667 550.723\n", " 556.64946667 556.676 556.7074 558.95703333 564.9828\n", " 564.9902 565.06413333 572.60033333 572.6359 572.64816667\n", " 572.6965 579.98463333 580.29943333 582.2085 586.7327\n", " 586.74713333 586.77393333 586.8256 599.15963333 599.23243333\n", " 605.22176667 605.271 605.30856667 611.29646667 611.3277\n", " 611.3567 617.16413333 617.20073333 617.28793333 623.33256667\n", " 623.3601 623.37783333 623.4017 629.38993333 629.42273333\n", " 629.45286667 636.30453333 636.35556667 640.56053333 642.53733333\n", " 642.56743333 642.6166 642.62623333 642.6356 648.5974\n", " 648.61563333 648.64173333 654.53413333 654.55676667 654.61816667\n", " 654.66663333 654.68783333 660.73606667 660.7995 666.0044\n", " 672.52556667 672.57523333 672.6299 679.72536667 679.75773333\n", " 679.7943 685.82866667 685.87563333 685.95113333 691.5457\n", " 691.58573333 691.61913333 691.64773333 691.66996667 691.69963333\n", " 697.8146 697.87013333 697.92943333 697.96086667 703.68176667\n", " 703.72516667 703.75906667 703.8374 705.99273333 709.70006667\n", " 709.72873333 709.7567 715.68183333 715.71826667 715.7408\n", " 721.44173333 727.34596667 733.3503 733.41603333 733.43296667\n", " 739.3627 739.46406667 745.3396 751.55963333 751.6014\n", " 751.6276 757.5866 757.6095 757.62133333 757.6626\n", " 763.16313333 763.78183333 763.8131 763.8298 763.92406667\n", " 764.1266 769.70633333 769.73643333 769.76596667 771.8334\n", " 774.46056667 777.77993333 777.86166667 782.14396667 783.48553333\n", " 790.29546667 796.1716 796.19146667 796.21416667 796.2544\n", " 802.42636667 804.60016667 808.4229 808.4747 808.50723333\n", " 814.4498 814.5244 819.98533333 820.3986 820.4882\n", " 826.48483333 826.53656667 832.5065 832.5411 832.60703333\n", " 838.652 838.6865 844.82283333 844.89193333 851.15476667\n", " 851.20213333 857.27653333 857.39696667 857.40316667 857.42506667\n", " 863.3317 863.38886667 863.44433333 869.46663333 869.50023333\n", " 875.51606667 875.53243333 875.5606 875.6257 884.63286667\n", " 884.74686667 884.7721 884.77976667 884.84916667 890.62963333\n", " 890.67383333 890.7265 890.7411 890.77266667 896.82173333\n", " 896.98113333 902.98016667 903.01966667 903.06753333 909.05846667\n", " 909.07836667 909.12576667 911.15316667 915.15733333 915.1971\n", " 927.56106667 927.5653 933.66046667 933.68463333 933.7113\n", " 933.7541 936.29803333 939.4499 939.4947 943.75366667\n", " 948.12163333 948.15953333 948.19486667 948.25486667 950.27866667\n", " 957.19003333 957.66223333 960.9155 960.9423 961.00583333\n", " 961.03766667 961.04613333 961.691 965.73993333 968.59133333\n", " 968.62253333 968.6609 968.70133333 974.51836667 974.58166667\n", " 974.6232 980.5524 980.6199 986.61466667 986.65633333\n", " 986.74573333 986.79836667 992.69676667 998.92486667] s\n", "[7.41500000e-01 9.83566667e-01 1.11736667e+00 ... 1.00150613e+03\n", " 1.00236893e+03 1.00243703e+03] s\n", "[9.97333333e-02 1.83233333e-01 2.38766667e-01 ... 1.00303480e+03\n", " 1.00305270e+03 1.00308913e+03] s\n", "[2.71666667e-02 2.90333333e-01 3.74866667e-01 ... 1.00303917e+03\n", " 1.00305600e+03 1.00309843e+03] s\n", "[4.96966667e-01 6.07266667e-01 6.55933333e-01 ... 1.00266780e+03\n", " 1.00278170e+03 1.00280640e+03] s\n", "[ 12.3151 63.1742 82.111 85.61143333 112.01106667\n", " 167.91973333 245.64693333 268.8296 340.9924 384.0359\n", " 423.94843333 465.4897 488.65556667 525.47336667 710.8916\n", " 742.1731 886.86446667 969.39673333 981.67933333] s\n", "[1.96666667e-02 1.13966667e-01 1.92166667e-01 ... 1.00308590e+03\n", " 1.00312617e+03 1.00319907e+03] s\n", "[ 1.7176 5.14916667 8.90903333 ... 1000.338 1000.36766667\n", " 1002.80186667] s\n", "[3.43633333e-01 5.41300000e-01 6.42900000e-01 ... 1.00292197e+03\n", " 1.00306973e+03 1.00316043e+03] s\n", "[2.42100000e-01 3.38933333e-01 3.87333333e-01 ... 1.00278100e+03\n", " 1.00282277e+03 1.00315030e+03] s\n", "[5.90100000e-01 1.07860000e+00 1.08690000e+00 ... 9.99066200e+02\n", " 9.99359867e+02 1.00092380e+03] s\n", "[2.38533333e-01 5.08900000e+00 8.16806667e+00 ... 9.98925133e+02\n", " 9.99866133e+02 1.00000607e+03] s\n", "[ 2.19776667 2.7484 2.7954 ... 1000.83973333 1000.91096667\n", " 1001.0697 ] s\n", "[3.65666667e-02 8.24666667e-02 2.79966667e-01 ... 1.00232773e+03\n", " 1.00254563e+03 1.00286987e+03] s\n", "[1.61666667e-02 8.81333333e-02 1.57166667e-01 ... 1.00263630e+03\n", " 1.00280557e+03 1.00291453e+03] s\n", "[5.73866667e-01 6.08700000e-01 6.49466667e-01 ... 1.00206787e+03\n", " 1.00229103e+03 1.00231783e+03] s\n", "[5.04100000e-01 1.07840000e+00 1.08256667e+00 ... 1.00195137e+03\n", " 1.00211890e+03 1.00304263e+03] s\n", "[ 2.1422 2.26443333 3.51383333 ... 1001.54233333 1002.5049\n", " 1002.7648 ] s\n", "[3.71000000e-02 4.03000000e-02 9.61666667e-02 ... 1.00311177e+03\n", " 1.00312663e+03 1.00320633e+03] s\n", "[ 1.15253333 2.01936667 3.78673333 3.86583333 3.91786667\n", " 3.93313333 6.52253333 7.57 8.97356667 9.45646667\n", " 10.4078 10.83626667 12.3152 12.31713333 12.4669\n", " 13.08393333 17.3925 17.44393333 17.5906 17.707\n", " 17.93153333 20.92313333 21.45023333 22.1913 24.11516667\n", " 27.31106667 27.43163333 27.43403333 27.45036667 27.49306667\n", " 27.54823333 27.81006667 29.10133333 30.06176667 31.2305\n", " 32.53483333 33.2649 33.5497 36.44126667 36.86973333\n", " 40.01613333 40.2838 40.58256667 43.06876667 43.564\n", " 44.28926667 45.5671 46.6783 47.7966 50.41066667\n", " 51.28446667 51.8208 52.8728 55.08103333 56.3213\n", " 56.69963333 57.0272 57.4246 57.71826667 58.3437\n", " 59.26533333 59.84866667 62.04786667 62.1928 63.32903333\n", " 63.9482 67.18373333 68.02756667 68.5852 69.32063333\n", " 69.60863333 70.81716667 70.87153333 73.63053333 73.78883333\n", " 74.37786667 74.62326667 76.11796667 76.61013333 77.65393333\n", " 78.44656667 78.76146667 79.42786667 80.58463333 84.45326667\n", " 85.41753333 85.4742 85.52253333 86.9398 87.61196667\n", " 89.96496667 93.71666667 93.91393333 94.25203333 94.25396667\n", " 95.07836667 97.39233333 98.31126667 98.4197 99.61686667\n", " 100.73496667 102.2997 103.4503 103.7334 104.57126667\n", " 105.377 107.46 108.72103333 109.29736667 111.7719\n", " 116.02013333 117.26483333 117.34173333 123.45453333 139.48346667\n", " 140.90696667 143.6471 144.1757 144.56586667 148.45743333\n", " 148.7166 150.15556667 154.6259 156.19473333 158.5474\n", " 163.2992 167.43223333 170.24546667 171.2007 171.78023333\n", " 172.9837 173.6494 175.908 180.7171 181.68116667\n", " 183.4877 183.66096667 184.51853333 185.39296667 188.6358\n", " 190.3113 196.95986667 197.05333333 198.9331 201.6754\n", " 204.38883333 204.88823333 211.92506667 214.80863333 218.26093333\n", " 219.5439 220.547 222.74756667 224.69056667 225.2858\n", " 226.14056667 226.3385 227.8833 228.81066667 232.5163\n", " 233.53196667 233.84516667 236.39333333 238.29393333 238.43523333\n", " 238.59593333 240.15823333 240.4624 240.8343 244.3669\n", " 244.78766667 245.5192 246.22053333 247.78693333 248.97976667\n", " 249.21833333 249.7293 250.47343333 251.12683333 251.68253333\n", " 254.84913333 255.7534 256.2044 256.35176667 256.85216667\n", " 259.77433333 260.27563333 262.79433333 263.60076667 264.6084\n", " 275.119 277.81246667 279.26386667 280.83073333 280.905\n", " 285.3381 285.633 286.82953333 288.12653333 291.4686\n", " 293.3823 296.91346667 298.6298 298.7762 298.9467\n", " 298.9737 299.1531 302.28076667 303.77503333 304.41516667\n", " 305.09496667 305.23116667 305.2531 308.0096 308.86996667\n", " 309.4632 311.00993333 313.6 313.83906667 314.00866667\n", " 316.2399 318.1784 318.34913333 318.5737 320.09186667\n", " 321.6128 323.3579 325.55606667 326.65023333 328.3819\n", " 330.96136667 334.93343333 336.6326 337.0123 338.89223333\n", " 339.24456667 339.55116667 339.93713333 340.9924 340.9964\n", " 341.89483333 343.09836667 343.2542 343.64046667 345.25403333\n", " 347.02713333 348.16293333 348.3588 348.53003333 351.34203333\n", " 351.70426667 354.98133333 355.95833333 359.10753333 361.8994\n", " 362.03993333 363.27276667 364.11176667 364.30366667 365.1363\n", " 367.49343333 367.79963333 368.76726667 368.9543 369.13093333\n", " 370.32346667 373.62746667 374.5516 376.29976667 378.4958\n", " 379.97393333 384.56843333 386.6674 386.90696667 388.4845\n", " 388.8324 396.6741 398.34216667 399.15866667 401.83383333\n", " 406.729 408.0347 409.26186667 415.77666667 417.62303333\n", " 417.91936667 418.03196667 421.25673333 421.31726667 422.31466667\n", " 427.74673333 428.66853333 429.5633 437.518 439.4715\n", " 443.49586667 445.83626667 446.11136667 446.2891 446.40036667\n", " 447.62356667 450.2682 451.82073333 451.8745 452.3453\n", " 452.3518 452.46776667 455.69013333 457.1606 457.28543333\n", " 458.10206667 458.62343333 460.43083333 466.20583333 466.21123333\n", " 469.22196667 470.89286667 472.63126667 474.5142 475.14256667\n", " 475.33703333 475.36696667 479.15396667 487.97543333 489.26213333\n", " 491.7364 492.04156667 499.49963333 499.59826667 500.96646667\n", " 501.1361 511.41603333 513.15453333 515.241 516.122\n", " 519.53733333 519.7568 519.93793333 520.5911 521.49533333\n", " 525.40343333 525.47803333 525.8667 526.06546667 530.21096667\n", " 532.9853 534.4089 536.0125 536.96586667 537.3428\n", " 537.5416 538.33706667 538.48176667 539.31813333 542.96143333\n", " 542.995 543.54293333 543.80073333 545.57876667 546.7561\n", " 550.26613333 550.8024 551.82583333 552.24993333 556.52476667\n", " 556.55413333 556.6004 556.66203333 556.70736667 556.9222\n", " 557.1961 558.39586667 560.62083333 560.79233333 565.06796667\n", " 566.49826667 571.4326 572.7894 573.66646667 574.51253333\n", " 576.49686667 578.808 579.86743333 579.9792 585.7962\n", " 586.8333 586.91833333 587.09496667 588.28903333 588.40933333\n", " 590.50426667 592.21273333 594.9433 595.1079 597.9498\n", " 604.22733333 605.20176667 605.9798 606.74233333 606.88933333\n", " 606.90796667 611.2944 612.8652 617.33946667 617.34453333\n", " 617.3681 617.7381 618.5676 618.6432 619.85716667\n", " 621.08836667 621.24783333 622.45743333 623.47103333 625.5781\n", " 627.73546667 628.34873333 629.31946667 633.62323333 636.32533333\n", " 642.3589 642.52156667 644.4044 648.72363333 648.80813333\n", " 650.34683333 652.73583333 653.73823333 660.4519 661.4218\n", " 661.562 662.76406667 666.63093333 666.97713333 668.5364\n", " 668.58983333 668.81823333 669.49653333 669.99833333 673.61026667\n", " 674.4464 678.36426667 679.68056667 679.87466667 683.76193333\n", " 683.97476667 687.06533333 687.77213333 688.4121 688.5336\n", " 690.2535 691.53996667 693.63903333 694.0434 696.65473333\n", " 697.1735 703.84843333 704.0116 709.49763333 709.83146667\n", " 709.8549 710.66843333 713.0678 715.5524 715.55593333\n", " 715.9118 715.9354 716.79116667 718.94973333 719.7537\n", " 727.58123333 729.0875 729.32273333 730.94456667 733.0844\n", " 733.33426667 733.39226667 733.39403333 737.1488 744.07906667\n", " 745.52263333 747.80116667 751.64403333 751.69596667 751.7344\n", " 753.65196667 753.85383333 757.72383333 759.31903333 763.60213333\n", " 765.99863333 769.3314 775.81656667 778.39123333 782.15793333\n", " 783.4179 790.42123333 790.46913333 791.1068 796.02343333\n", " 799.6604 800.38336667 800.87116667 802.03303333 803.3286\n", " 804.8061 813.71136667 816.41866667 817.24876667 818.9359\n", " 819.4439 821.18363333 821.2322 823.84726667 824.6581\n", " 826.51013333 828.64846667 828.68596667 830.12146667 831.25703333\n", " 832.83173333 837.26656667 839.10136667 840.85936667 843.74203333\n", " 843.90053333 851.92133333 853.21596667 854.80706667 856.15733333\n", " 857.3222 857.70576667 858.3497 858.60013333 859.0437\n", " 868.71463333 869.16966667 869.5582 871.96813333 875.65233333\n", " 875.6949 875.69673333 876.09886667 878.42423333 879.56436667\n", " 879.874 881.30026667 881.5342 881.88396667 884.4797\n", " 884.88976667 890.864 891.56643333 896.14083333 896.98916667\n", " 897.024 897.03096667 897.2482 899.0117 902.7338\n", " 902.87336667 903.17546667 904.16616667 906.70336667 909.01683333\n", " 916.84476667 917.24073333 923.76633333 927.5268 929.5325\n", " 929.53916667 931.00396667 931.40513333 931.90906667 934.5081\n", " 938.2038 940.03833333 942.064 944.2054 947.41096667\n", " 948.32396667 949.02073333 951.15593333 955.2732 956.59266667\n", " 957.87633333 958.03973333 960.55523333 960.7154 960.83066667\n", " 965.3864 965.42513333 965.47976667 965.50383333 965.52346667\n", " 965.73363333 966.12746667 967.99983333 968.6796 968.7548\n", " 968.76766667 970.5094 976.12146667 978.409 982.2128\n", " 982.5645 983.7981 984.40116667 988.57143333 989.85246667\n", " 992.60033333 994.25153333 994.614 999.13403333] s\n", "[6.34133333e-01 7.33566667e-01 9.07333333e-01 ... 1.00127847e+03\n", " 1.00215353e+03 1.00306550e+03] s\n", "[ 7.14916667 9.53603333 21.85706667 22.05773333 27.6217\n", " 28.81613333 33.5052 35.5765 36.76606667 36.888\n", " 36.91976667 37.77146667 39.4944 39.66986667 41.02166667\n", " 41.75456667 44.48223333 47.8003 56.29246667 56.4786\n", " 56.7435 58.3055 58.66916667 58.924 66.7076\n", " 71.2023 71.99636667 73.2817 77.79723333 80.83293333\n", " 81.4471 83.12453333 83.39423333 84.7804 86.352\n", " 87.3729 88.936 88.9497 89.0513 89.102\n", " 89.13823333 89.28773333 89.42796667 89.61416667 95.8133\n", " 106.31546667 108.2839 109.21653333 116.32856667 117.70413333\n", " 119.85203333 156.73686667 174.2479 182.93473333 200.01463333\n", " 204.97326667 238.36786667 244.64533333 250.63383333 250.72193333\n", " 273.95556667 276.1481 277.0247 287.15973333 290.23586667\n", " 296.09113333 302.86143333 304.42396667 304.4663 304.67953333\n", " 305.29296667 307.4913 307.56563333 307.62683333 308.78483333\n", " 310.6247 311.00736667 318.77476667 326.96326667 335.32026667\n", " 338.5487 346.49266667 355.85933333 362.12293333 362.31666667\n", " 374.7205 386.41806667 389.6592 399.7945 404.12113333\n", " 405.2434 412.05233333 431.9319 447.3181 451.03763333\n", " 457.49833333 469.35073333 469.3661 475.51193333 480.84486667\n", " 483.29703333 483.57226667 483.65906667 483.7953 484.01046667\n", " 484.20333333 504.74956667 519.5579 523.64856667 525.53213333\n", " 525.58203333 551.11 551.29793333 553.09906667 556.82496667\n", " 556.9908 557.35136667 557.78983333 560.27336667 570.15513333\n", " 572.7747 573.13746667 591.91293333 614.5422 618.90646667\n", " 637.968 639.45316667 642.79886667 642.8989 642.9922\n", " 643.25636667 664.9825 671.8661 672.12886667 672.67933333\n", " 672.71003333 674.96913333 676.34713333 676.5827 677.83333333\n", " 678.407 678.68976667 679.88933333 679.93706667 680.09306667\n", " 686.23726667 686.35793333 686.44356667 686.85576667 687.70133333\n", " 688.1903 703.86423333 703.9308 703.97333333 704.18226667\n", " 715.8622 721.42473333 726.40796667 727.54303333 730.01423333\n", " 738.22816667 738.2441 741.19953333 745.548 751.91306667\n", " 756.12676667 758.19093333 765.83143333 774.17933333 791.0669\n", " 814.68853333 833.0621 844.30556667 851.28206667 851.36326667\n", " 852.49406667 855.238 863.76963333 865.6975 868.46413333\n", " 868.62786667 868.8509 869.0916 887.4857 897.43386667\n", " 897.57866667 902.54456667 902.62503333 902.66096667 903.1644\n", " 911.33883333 921.74876667 922.647 926.01026667 932.80656667\n", " 934.05093333 939.86886667 940.1785 944.81746667 954.78276667\n", " 954.88423333 978.54846667 978.67366667 978.84826667 979.1654\n", " 980.42863333 984.31146667 991.4928 992.9564 994.76353333\n", " 994.89366667 994.94783333 1001.99953333] s\n", "[8.64666667e-02 6.77500000e-01 7.74933333e-01 ... 1.00222913e+03\n", " 1.00236910e+03 1.00265637e+03] s\n", "[4.75333333e-02 1.79900000e-01 3.53733333e-01 ... 1.00297743e+03\n", " 1.00308527e+03 1.00313447e+03] s\n", "[1.56300000e-01 2.13166667e-01 2.42533333e-01 ... 1.00308750e+03\n", " 1.00312737e+03 1.00316943e+03] s\n", "[7.01666667e-02 2.93033333e-01 3.67166667e-01 ... 1.00263547e+03\n", " 1.00265127e+03 1.00297270e+03] s\n", "[ 11.2668 12.3151 23.5665 23.77316667 24.0105\n", " 24.9753 29.25183333 29.33063333 29.4885 30.00413333\n", " 37.13843333 68.2932 70.9962 79.56616667 129.6303\n", " 134.0602 134.9532 138.3094 139.2029 139.5019\n", " 139.50713333 139.73283333 162.1283 162.19933333 162.22023333\n", " 162.31793333 162.476 162.53376667 181.99256667 182.10116667\n", " 212.1441 212.245 217.62433333 231.63343333 233.42993333\n", " 233.75013333 233.8814 237.24103333 237.33456667 238.04156667\n", " 238.55306667 262.585 262.77983333 263.78216667 263.81526667\n", " 268.04093333 268.40276667 268.87786667 307.3668 331.6529\n", " 340.99266667 354.2756 354.32826667 375.74463333 376.51273333\n", " 388.93193333 390.43786667 390.7345 398.1209 398.3915\n", " 399.76666667 437.5482 438.08076667 439.3903 441.1576\n", " 441.25156667 441.3538 466.9796 475.9552 476.52116667\n", " 476.61576667 503.7132 510.2931 511.22753333 511.4222\n", " 511.54093333 533.31803333 574.45763333 575.2575 577.458\n", " 578.47513333 579.6717 581.73006667 582.0183 597.52283333\n", " 614.95866667 618.71876667 681.86233333 700.841 753.8187\n", " 912.1933 912.2179 978.1364 978.64136667 992.95443333] s\n", "[ 3.54406667 3.56893333 3.60023333 ... 1000.65526667 1000.71523333\n", " 1000.7592 ] s\n", "[4.69666667e-02 3.53266667e-01 1.02073333e+00 ... 1.00220753e+03\n", " 1.00240080e+03 1.00268183e+03] s\n", "[5.24933333e-01 9.39200000e-01 9.77933333e-01 ... 1.00265697e+03\n", " 1.00273657e+03 1.00288143e+03] s\n", "[1.61600000e-01 1.88400000e-01 2.50300000e-01 ... 1.00273283e+03\n", " 1.00286547e+03 1.00312230e+03] s\n", "[ 8.18343333 12.3151 17.77143333 23.77593333 28.0974\n", " 39.0807 56.339 70.8172 86.15856667 95.0781\n", " 98.41756667 107.80173333 107.8053 108.00056667 111.4422\n", " 116.58833333 129.94576667 138.645 140.53653333 148.95326667\n", " 180.61986667 182.88643333 204.26853333 223.63053333 225.42916667\n", " 226.7163 230.1032 230.96996667 244.10003333 258.55\n", " 261.6464 286.89163333 302.28083333 320.17173333 331.62963333\n", " 340.9886 340.99236667 343.512 343.60036667 351.53666667\n", " 352.83826667 355.91586667 360.57083333 364.12986667 377.37223333\n", " 383.76046667 393.26853333 397.69996667 405.1438 408.0298\n", " 422.66006667 437.01816667 445.884 446.13703333 451.53766667\n", " 453.9951 463.06946667 463.16236667 464.98823333 471.19983333\n", " 475.47346667 487.6303 499.45306667 499.65936667 536.22276667\n", " 561.17633333 565.04033333 572.67163333 575.21916667 606.53423333\n", " 611.615 617.33976667 639.01636667 645.1924 656.56466667\n", " 664.2612 695.59866667 704.59326667 707.7786 709.59463333\n", " 710.7618 721.5084 785.0152 802.72443333 802.8515\n", " 815.24603333 816.89023333 822.08386667 826.3812 835.9652\n", " 848.39673333 851.7115 855.92946667 858.2825 869.6738\n", " 901.97506667 918.1509 929.11713333 930.22646667 935.4269\n", " 937.7923 961.86953333] s\n", "[8.27700000e-01 2.85373333e+00 3.85313333e+00 ... 1.00032387e+03\n", " 1.00057743e+03 1.00196320e+03] s\n", "[8.56300000e-01 1.20560000e+00 1.34053333e+00 ... 1.00154697e+03\n", " 1.00263540e+03 1.00273477e+03] s\n", "[3.00433333e-01 3.58433333e-01 4.07700000e-01 ... 1.00251963e+03\n", " 1.00287023e+03 1.00289633e+03] s\n", "[7.79333333e-02 1.04866667e-01 1.45833333e-01 ... 1.00294723e+03\n", " 1.00301427e+03 1.00314063e+03] s\n", "[2.96366667e-01 3.91266667e-01 5.50766667e-01 ... 1.00309180e+03\n", " 1.00311720e+03 1.00316583e+03] s\n", "[ 1.51686667 2.349 3.81213333 ... 999.7785 1000.71023333\n", " 1002.0783 ] s\n", "[2.85466667e-01 3.22333333e-01 3.89133333e-01 ... 1.00286857e+03\n", " 1.00294147e+03 1.00302913e+03] s\n", "[3.64833333e-01 4.66333333e-01 4.74300000e-01 ... 1.00244773e+03\n", " 1.00268360e+03 1.00306253e+03] s\n", "[3.25400000e-01 3.96333333e-01 1.28136667e+00 ... 1.00135250e+03\n", " 1.00241813e+03 1.00251000e+03] s\n", "[1.72066667e-01 1.07843333e+00 2.22113333e+00 ... 1.00209207e+03\n", " 1.00240603e+03 1.00306563e+03] s\n", "[6.34333333e-02 1.22700000e-01 1.70766667e-01 ... 1.00299360e+03\n", " 1.00303410e+03 1.00312873e+03] s\n", "[3.43666667e-02 1.16200000e-01 2.72766667e-01 ... 1.00292090e+03\n", " 1.00311230e+03 1.00316363e+03] s\n", "[4.09400000e-01 1.00743333e+00 1.20330000e+00 ... 1.00071050e+03\n", " 1.00086553e+03 1.00309727e+03] s\n", "[4.98333333e-02 7.33333333e-02 1.56666667e-01 ... 1.00299753e+03\n", " 1.00300640e+03 1.00316420e+03] s\n", "[2.86166667e-01 1.07870000e+00 2.80033333e+00 ... 1.00110973e+03\n", " 1.00233143e+03 1.00256277e+03] s\n", "[5.67566667e-01 8.87166667e-01 1.06650000e+00 ... 1.00227427e+03\n", " 1.00258780e+03 1.00266323e+03] s\n", "[1.11600000e-01 1.75333333e-01 2.05666667e-01 ... 1.00271570e+03\n", " 1.00291950e+03 1.00304493e+03] s\n", "[3.24466667e-01 7.46566667e-01 1.09153333e+00 ... 1.00210243e+03\n", " 1.00265500e+03 1.00316180e+03] s\n", "[1.41766667e-01 2.72433333e-01 8.42600000e-01 ... 1.00281423e+03\n", " 1.00304183e+03 1.00317830e+03] s\n", "[1.68966667e-01 4.49066667e-01 5.65200000e-01 ... 1.00216843e+03\n", " 1.00279143e+03 1.00311140e+03] s\n", "[2.35333333e-02 5.14666667e-02 1.85766667e-01 ... 1.00313173e+03\n", " 1.00320083e+03 1.00320673e+03] s\n", "[3.28700000e-01 2.62343333e+00 3.88253333e+00 ... 1.00062063e+03\n", " 1.00181447e+03 1.00315433e+03] s\n", "[1.05766667e-01 1.77600000e-01 2.59466667e-01 ... 1.00244957e+03\n", " 1.00270200e+03 1.00279830e+03] s\n", "[3.30100000e-01 3.67600000e-01 5.21566667e-01 ... 1.00307673e+03\n", " 1.00310323e+03 1.00313257e+03] s\n", "[ 2.43926667 3.68443333 3.75696667 ... 1001.60826667 1001.8722\n", " 1002.47066667] s\n", "[ 1.08256667 2.41566667 3.86173333 ... 999.25966667 1001.47353333\n", " 1001.9737 ] s\n", "[7.03333333e-03 1.43500000e-01 1.00063333e+00 ... 1.00217527e+03\n", " 1.00220180e+03 1.00234300e+03] s\n", "[ 3.54653333 3.81453333 3.82593333 ... 1002.2098 1002.2816\n", " 1002.44463333] s\n", "[4.10966667e-01 6.35500000e-01 9.26600000e-01 ... 1.00256857e+03\n", " 1.00280620e+03 1.00320363e+03] s\n", "[1.53700000e-01 3.52400000e-01 1.05010000e+00 ... 1.00231303e+03\n", " 1.00268957e+03 1.00269343e+03] s\n", "[ 1.07803333 1.0822 12.31073333 12.31486667 22.31126667\n", " 30.91253333 36.1378 47.1232 68.87593333 70.809\n", " 70.812 70.81716667 76.58736667 76.58943333 86.8841\n", " 95.0642 95.07746667 95.09866667 95.10193333 107.8016\n", " 107.806 139.48763333 139.49113333 139.49383333 139.5019\n", " 139.5099 139.53406667 139.55803333 151.6093 165.5885\n", " 177.40343333 177.40636667 179.70013333 184.3441 215.71303333\n", " 219.09866667 235.2 260.1146 292.01476667 296.37286667\n", " 308.92346667 308.93193333 321.61686667 328.38593333 334.38596667\n", " 339.00583333 340.98833333 340.99236667 341.0096 371.62066667\n", " 391.51796667 453.57453333 457.3387 458.6191 465.2384\n", " 469.4962 473.86593333 481.95336667 493.77383333 494.63813333\n", " 505.61593333 506.687 525.60303333 529.66543333 532.6322\n", " 534.5146 537.9818 553.3534 573.14303333 573.49336667\n", " 594.5035 595.0587 595.455 607.9969 623.57013333\n", " 634.73076667 636.03396667 642.6684 644.45583333 651.9466\n", " 662.0365 662.19703333 678.6766 680.69936667 695.72956667\n", " 713.06756667 713.09923333 720.40593333 724.69166667 742.3173\n", " 749.88273333 749.88863333 752.9904 761.40916667 763.47696667\n", " 775.28576667 823.21066667 823.61923333 823.6346 827.66343333\n", " 833.03886667 860.98943333 863.84803333 867.23773333 906.75573333\n", " 909.27186667 909.29143333 936.4052 945.8038 948.0718\n", " 974.39353333 986.58013333 993.2411 ] s\n", "[4.68000000e-01 8.22800000e-01 8.98800000e-01 ... 1.00216150e+03\n", " 1.00232770e+03 1.00296223e+03] s\n", "[ 4.5872 8.8717 10.76753333 10.90796667 12.3109\n", " 12.31496667 19.51886667 22.21506667 24.6334 27.4733\n", " 43.49083333 43.6846 47.12853333 47.16376667 47.5709\n", " 48.04543333 53.64976667 56.37273333 60.37126667 61.49586667\n", " 65.12896667 70.8053 70.81196667 70.81716667 70.83473333\n", " 70.8386 70.8567 76.59266667 76.83216667 76.92376667\n", " 77.8414 81.64016667 82.9261 83.20486667 83.84796667\n", " 86.88403333 89.76176667 91.59623333 95.09243333 95.09866667\n", " 95.10223333 98.58996667 101.3802 102.36553333 107.8016\n", " 107.80566667 107.8104 110.49483333 118.15693333 121.41486667\n", " 139.4879 139.50096667 139.51043333 145.19066667 145.95326667\n", " 146.4495 147.29273333 147.69853333 151.6027 153.81806667\n", " 157.69633333 158.6438 165.5853 174.82733333 177.38913333\n", " 177.4029 177.4117 184.3441 210.91186667 211.7437\n", " 215.49273333 222.62963333 222.74033333 228.3776 241.42286667\n", " 241.4266 247.46753333 248.99996667 253.97636667 259.88063333\n", " 262.14506667 266.14273333 277.69956667 280.5089 302.28043333\n", " 302.28786667 302.5237 302.54713333 305.47043333 308.92763333\n", " 308.93126667 308.9514 312.67606667 320.43113333 328.60023333\n", " 328.77823333 334.39823333 340.9887 340.9921 342.77323333\n", " 344.82446667 353.33146667 353.5944 363.59606667 363.88126667\n", " 363.9018 365.9312 366.10093333 375.08866667 380.11956667\n", " 383.73703333 386.08086667 386.37366667 389.27796667 393.97466667\n", " 395.71626667 397.60583333 401.647 413.37353333 414.7331\n", " 419.78603333 421.5904 421.61166667 421.98383333 424.7463\n", " 429.52923333 436.83863333 441.6481 446.38823333 452.7448\n", " 453.80856667 454.82143333 456.11023333 459.08046667 462.0584\n", " 462.08866667 462.73643333 466.24376667 468.33976667 470.47456667\n", " 473.62126667 473.85393333 474.71273333 477.4725 478.5134\n", " 485.84016667 497.40236667 497.42826667 501.39696667 503.312\n", " 503.44343333 505.93613333 510.65766667 515.19236667 521.76266667\n", " 523.80913333 528.82483333 539.1029 539.79393333 540.39443333\n", " 553.83596667 561.5306 571.4332 572.06826667 580.5651\n", " 580.6433 581.7675 583.68213333 594.49566667 594.50346667\n", " 597.93593333 598.6815 602.88066667 609.83963333 616.27133333\n", " 616.41866667 619.14573333 625.93996667 633.19686667 635.51\n", " 636.03396667 636.06886667 640.41053333 641.681 651.9024\n", " 653.12103333 653.23363333 659.90626667 661.08333333 662.4224\n", " 665.09256667 678.0049 686.4494 690.71336667 692.30193333\n", " 702.68436667 704.34896667 712.1729 713.07906667 713.099\n", " 719.86013333 725.2792 735.07403333 739.025 740.3451\n", " 743.73536667 751.00473333 762.902 763.45606667 765.05133333\n", " 769.912 770.63633333 790.24116667 800.6693 809.0551\n", " 811.48623333 821.75713333 823.33706667 823.91896667 824.06173333\n", " 826.23786667 830.65643333 838.04626667 839.4766 846.79403333\n", " 853.81433333 858.2633 860.9317 863.8713 871.3028\n", " 882.49186667 888.48673333 900.52276667 900.8063 925.3274\n", " 926.58056667 926.75436667 927.9475 935.6407 936.39886667\n", " 937.72736667 942.72896667 952.84006667 955.05146667 958.66546667\n", " 959.52796667 962.8409 970.51293333 973.34006667 973.53056667\n", " 977.4381 977.72926667 980.31923333 989.3348 990.2474\n", " 990.3039 1003.0985 ] s\n", "[4.05000000e-02 4.90400000e-01 6.09766667e-01 ... 1.00214113e+03\n", " 1.00255240e+03 1.00267740e+03] s\n", "[1.11666667e-01 9.71133333e-01 9.98066667e-01 ... 1.00172457e+03\n", " 1.00259927e+03 1.00295723e+03] s\n", "[1.10000000e-02 4.54333333e-02 5.99000000e-02 ... 1.00316447e+03\n", " 1.00318030e+03 1.00318843e+03] s\n", "[1.22233333e-01 1.65200000e-01 3.58566667e-01 ... 1.00291780e+03\n", " 1.00296873e+03 1.00299043e+03] s\n", "[7.76666667e-03 7.73666667e-01 1.06316667e+00 ... 1.00119990e+03\n", " 1.00191530e+03 1.00247960e+03] s\n", "[ 12.315 70.8166 70.8348 95.10166667 121.00013333\n", " 177.40656667 184.34396667 340.99223333 823.6347 ] s\n", "[ 24.69053333 43.77866667 47.03503333 50.88116667 63.3343\n", " 88.27746667 93.29216667 114.21743333 124.792 133.40226667\n", " 137.62853333 139.0651 202.5842 212.2862 226.39223333\n", " 226.67286667 241.98486667 259.16043333 305.83586667 311.5434\n", " 317.78466667 327.13023333 332.79 338.57783333 338.63873333\n", " 338.88063333 339.50743333 362.24286667 362.9282 364.65593333\n", " 380.92293333 399.08966667 404.03073333 447.0697 447.3241\n", " 451.86846667 452.08743333 452.15043333 452.22046667 458.77573333\n", " 468.7521 469.90773333 470.6673 476.6577 488.79406667\n", " 501.75126667 505.03863333 505.5648 505.94286667 507.74103333\n", " 511.45936667 525.22086667 550.5084 556.44936667 558.2785\n", " 593.08836667 601.20416667 637.1105 637.21576667 644.6995\n", " 645.37473333 648.22236667 657.12486667 657.26126667 659.91823333\n", " 663.3299 664.57673333 664.79433333 666.44816667 672.34866667\n", " 698.44113333 703.6543 705.6859 712.8383 714.69043333\n", " 716.27966667 716.39033333 734.78886667 735.35596667 740.85403333\n", " 743.72243333 744.21283333 747.0723 753.14436667 769.5062\n", " 769.60136667 777.09636667 779.44396667 808.32876667 823.23566667\n", " 828.19556667 828.28223333 846.9478 876.75463333 896.45433333\n", " 929.13213333 933.65883333 935.46966667 938.59356667 965.06686667\n", " 988.06526667 992.804 1001.24066667] s\n", "[8.42800000e-01 1.18136667e+00 1.47406667e+00 ... 1.00020403e+03\n", " 1.00120193e+03 1.00154847e+03] s\n", "[7.53333333e-03 4.22000000e-02 4.46333333e-02 ... 1.00319463e+03\n", " 1.00319713e+03 1.00320803e+03] s\n", "[ 12.31103333 12.31486667 19.355 21.3075 24.6606\n", " 30.9123 31.06473333 31.78513333 41.15546667 53.89876667\n", " 56.5628 62.11413333 62.95856667 65.42906667 70.79006667\n", " 70.8169 73.97513333 76.5788 81.32596667 82.04753333\n", " 82.5458 83.04023333 85.09506667 95.0838 95.10193333\n", " 96.72136667 101.34256667 106.35226667 107.802 107.8057\n", " 117.7771 139.4876 139.4936 139.51056667 139.53393333\n", " 145.95326667 146.38906667 146.873 151.57773333 151.60693333\n", " 155.22086667 162.5342 168.78966667 173.5569 177.03886667\n", " 177.4064 181.3256 190.65213333 190.80046667 191.2742\n", " 193.3426 203.9008 204.30616667 207.7557 208.3716\n", " 221.21566667 222.45126667 228.4525 232.50323333 234.85573333\n", " 237.67406667 240.61036667 241.4268 254.759 256.4891\n", " 256.66373333 262.92153333 264.85786667 278.766 284.87053333\n", " 292.796 293.72726667 296.13376667 297.84916667 299.5539\n", " 302.2804 302.3086 308.92323333 325.29183333 332.15913333\n", " 334.39536667 337.42916667 340.99203333 349.94376667 356.9501\n", " 362.43766667 365.2608 365.70476667 383.73686667 383.76033333\n", " 386.77503333 390.38413333 393.1098 393.2364 393.861\n", " 393.95856667 408.51876667 408.88686667 422.95963333 423.3753\n", " 429.22813333 432.51433333 434.804 435.1314 442.9683\n", " 443.01246667 443.63596667 443.66713333 444.39713333 450.80606667\n", " 470.01933333 481.83626667 481.92643333 482.05163333 486.16673333\n", " 492.28093333 496.3372 497.4 497.402 500.12236667\n", " 514.36783333 523.23503333 535.48563333 548.02146667 560.62666667\n", " 563.6229 582.5057 586.57846667 594.35416667 594.44326667\n", " 595.0579 595.2248 597.14946667 598.66856667 611.6955\n", " 622.50666667 625.6034 625.70083333 626.01223333 629.18543333\n", " 632.81803333 634.67973333 635.67556667 640.18763333 640.30763333\n", " 640.38326667 640.73923333 653.29053333 655.40316667 656.61626667\n", " 658.39873333 665.0936 669.06243333 669.7039 673.13836667\n", " 688.4315 688.60266667 688.7198 689.27336667 690.6622\n", " 704.5923 704.91106667 706.98616667 713.06783333 713.4776\n", " 718.27783333 718.44436667 718.50163333 718.53506667 718.57566667\n", " 718.61076667 720.0183 722.18646667 723.77716667 727.8256\n", " 728.40176667 728.43336667 729.9558 731.23773333 734.67726667\n", " 740.5522 743.981 752.40653333 752.5548 753.59543333\n", " 755.2975 756.86593333 770.9838 781.1122 782.89486667\n", " 783.4761 786.84803333 786.9437 794.59893333 799.14946667\n", " 800.0747 802.798 804.85786667 805.44653333 809.04983333\n", " 809.2653 809.56033333 811.14533333 813.82436667 815.7066\n", " 824.32113333 835.77156667 836.02606667 838.46693333 842.6832\n", " 851.96156667 855.2452 861.3548 867.37606667 872.62886667\n", " 879.93806667 883.38266667 885.2252 889.49736667 897.8319\n", " 899.65036667 907.12386667 909.8241 925.79326667 930.75533333\n", " 930.8102 936.82823333 943.60143333 945.26543333 945.77446667\n", " 945.7869 946.1112 948.60046667 951.0882 957.7151\n", " 975.67493333 982.95036667 983.1411 984.5667 987.36336667\n", " 987.60356667 992.1195 999.13803333 999.76756667] s\n", "[3.24000000e-02 1.86566667e-01 6.78133333e-01 ... 1.00271547e+03\n", " 1.00305880e+03 1.00317053e+03] s\n", "[4.80200000e-01 5.04200000e-01 1.13016667e+00 ... 1.00232110e+03\n", " 1.00285743e+03 1.00308533e+03] s\n", "[ 1.07853333 4.07586667 8.445 8.4772 9.53973333\n", " 9.9038 12.30483333 12.31796667 12.33126667 14.08406667\n", " 14.48573333 16.03236667 16.13203333 16.47956667 16.84263333\n", " 17.7376 18.81133333 22.35873333 23.5556 24.45053333\n", " 26.78743333 27.1139 27.6512 28.63706667 30.92203333\n", " 35.414 35.5192 37.75053333 38.6169 39.90363333\n", " 40.18533333 42.40843333 43.82866667 43.91663333 44.59523333\n", " 47.0694 48.06023333 50.2493 52.14386667 52.8639\n", " 53.6371 57.33163333 57.4026 59.90706667 62.46593333\n", " 65.1793 65.18426667 67.83926667 68.35066667 68.67766667\n", " 70.79363333 70.80883333 70.83373333 70.83866667 72.92396667\n", " 73.93143333 75.44366667 75.68833333 76.59886667 77.8036\n", " 79.1442 80.59703333 82.54973333 85.35623333 88.23826667\n", " 89.87986667 92.0575 95.06166667 95.07876667 95.09866667\n", " 97.53716667 97.6756 103.81963333 107.61666667 107.81753333\n", " 107.82776667 109.40586667 110.51123333 111.4637 113.5091\n", " 117.82116667 117.9076 121.17173333 122.16596667 122.81023333\n", " 128.6101 130.61653333 131.58173333 133.28023333 135.258\n", " 139.50106667 139.56146667 141.8607 144.78663333 145.9353\n", " 145.939 149.20733333 151.60276667 151.6318 153.53616667\n", " 153.89203333 154.37773333 154.7426 159.0491 159.05316667\n", " 160.10453333 161.24186667 162.81316667 163.31073333 165.58576667\n", " 165.5888 169.76946667 174.44606667 177.4117 177.44596667\n", " 179.81826667 180.66186667 182.154 183.20853333 193.08033333\n", " 193.93946667 194.88096667 198.29226667 200.20016667 200.60353333\n", " 200.60856667 200.7606 200.88863333 204.33136667 205.43856667\n", " 207.40503333 212.33353333 213.8107 214.11936667 217.5666\n", " 219.08143333 221.15893333 222.64893333 224.42983333 226.17573333\n", " 228.81023333 231.01463333 231.49056667 232.64893333 232.70733333\n", " 233.4783 236.0853 237.09306667 237.58233333 237.8361\n", " 238.13393333 238.90293333 239.01583333 241.38983333 241.42283333\n", " 243.7146 245.15033333 245.3526 247.34503333 247.48743333\n", " 247.96126667 247.96946667 249.34753333 253.94963333 254.0294\n", " 254.76163333 255.90843333 259.9758 261.89176667 263.52176667\n", " 263.61566667 267.75516667 268.04373333 268.16246667 272.3014\n", " 272.32213333 277.48656667 280.36816667 280.69956667 281.88786667\n", " 286.86786667 287.5401 287.65003333 287.7269 288.1026\n", " 290.00693333 290.01033333 290.26576667 292.6999 293.06343333\n", " 295.51063333 296.0099 298.66613333 298.885 302.27226667\n", " 302.2883 303.20676667 308.891 308.90946667 308.9281\n", " 308.9308 308.93506667 308.95063333 309.8921 314.58763333\n", " 319.85963333 321.6133 324.3657 325.14393333 325.55203333\n", " 328.3063 328.34796667 328.3705 330.53683333 334.37976667\n", " 334.38593333 336.4942 336.51686667 337.16066667 341.11653333\n", " 342.155 343.6162 348.91456667 353.30836667 358.77203333\n", " 359.19573333 359.51783333 361.79126667 362.93396667 364.88246667\n", " 365.0844 365.96616667 366.01013333 368.77343333 369.00503333\n", " 369.19106667 370.3465 378.07136667 382.71426667 383.0052\n", " 383.73846667 383.7496 383.8271 387.17033333 387.57566667\n", " 387.98386667 388.5292 392.39203333 392.56696667 394.74163333\n", " 397.81353333 398.4942 400.01486667 403.47976667 406.1565\n", " 408.86993333 408.91236667 410.4176 417.8263 421.4885\n", " 423.1026 429.1121 430.96036667 433.47043333 434.8057\n", " 434.81623333 435.3171 438.09023333 438.0957 438.25793333\n", " 438.37456667 438.60836667 439.98633333 441.42793333 444.55586667\n", " 448.50646667 448.5586 450.10353333 450.76596667 450.98153333\n", " 454.7618 457.27816667 457.69546667 459.70853333 460.88656667\n", " 462.81943333 466.6483 466.82473333 467.91323333 471.42853333\n", " 473.1093 477.07856667 477.2232 477.8201 488.1253\n", " 488.44123333 491.14163333 491.31353333 492.88933333 497.3678\n", " 497.4398 499.6781 500.1626 500.21346667 503.6534\n", " 505.31623333 511.46116667 512.2124 512.42723333 512.80486667\n", " 515.17026667 515.567 519.5234 520.27386667 522.5698\n", " 522.98843333 525.30343333 525.34693333 526.30183333 526.64793333\n", " 528.11343333 531.3185 532.0911 532.1714 533.21306667\n", " 534.51463333 537.60866667 538.30963333 539.98026667 543.59703333\n", " 543.62903333 545.8063 549.04996667 551.38406667 553.3534\n", " 556.25696667 557.0377 557.4361 557.62583333 557.70773333\n", " 560.08146667 560.2694 562.82603333 564.2303 564.39096667\n", " 564.89423333 565.2432 565.35756667 570.4211 571.1607\n", " 572.80726667 573.47 578.20083333 580.09796667 580.17276667\n", " 581.01103333 585.9471 594.4878 594.50456667 594.50766667\n", " 594.54183333 595.0005 595.01426667 595.0621 595.08496667\n", " 596.91446667 597.15173333 597.3651 599.8801 599.9841\n", " 602.88103333 604.13776667 604.21883333 604.51023333 606.08033333\n", " 611.20456667 613.68423333 616.40123333 617.4068 617.57096667\n", " 617.8633 617.88626667 618.26066667 618.66766667 619.72133333\n", " 620.03686667 620.88323333 621.09466667 625.25406667 625.72166667\n", " 627.74443333 634.69186667 634.734 635.51676667 636.03396667\n", " 636.0646 636.06966667 636.5219 636.688 640.36573333\n", " 642.35763333 643.0456 643.40706667 644.40286667 644.99666667\n", " 648.68326667 650.39143333 651.93986667 653.0088 655.60966667\n", " 655.70333333 655.7931 656.3804 656.5602 657.08336667\n", " 658.4007 660.45613333 662.399 664.17903333 664.3264\n", " 666.78586667 669.77616667 673.2042 677.6456 679.0852\n", " 681.27533333 684.14453333 684.60493333 686.7692 688.65526667\n", " 688.69563333 688.73873333 688.95273333 688.9671 689.10086667\n", " 689.69476667 689.69826667 691.2041 691.7566 692.68806667\n", " 693.65666667 697.53163333 698.23186667 699.9126 702.30893333\n", " 702.39486667 704.52063333 704.56866667 706.63966667 706.8358\n", " 707.69626667 709.87336667 709.96203333 710.02186667 710.71706667\n", " 713.07396667 713.07933333 713.09076667 713.81296667 715.65163333\n", " 715.69793333 715.96533333 716.3994 718.57716667 718.78473333\n", " 718.78696667 718.90413333 722.25413333 723.5324 723.7801\n", " 724.73406667 726.01743333 728.25466667 728.40396667 729.5146\n", " 731.25776667 731.64546667 733.3135 733.84996667 734.09333333\n", " 734.2453 734.28626667 737.15196667 737.3885 738.7408\n", " 740.15763333 740.20786667 740.26793333 740.35416667 741.35506667\n", " 741.8496 742.3173 744.8843 747.29793333 749.8888\n", " 749.89243333 749.89623333 751.85423333 756.42936667 757.6554\n", " 758.33556667 758.33943333 761.422 761.6019 764.12203333\n", " 765.44196667 767.72883333 770.265 770.95126667 772.04923333\n", " 775.28946667 776.04683333 776.42596667 776.55656667 776.6368\n", " 778.45556667 778.70186667 779.41393333 787.063 787.35613333\n", " 789.17 791.38133333 796.18526667 798.43443333 799.2968\n", " 800.1465 802.53803333 803.17463333 803.4531 806.02736667\n", " 806.0401 809.56223333 815.06656667 815.20763333 815.7085\n", " 816.13346667 818.31696667 820.7263 821.7007 822.7016\n", " 823.60236667 823.63463333 823.64023333 823.67016667 826.23756667\n", " 826.41013333 826.93073333 826.95313333 827.14243333 827.5087\n", " 828.79076667 831.31866667 832.92633333 834.2804 834.56446667\n", " 835.5704 836.02866667 836.54066667 836.54833333 837.05403333\n", " 838.69193333 839.4385 839.44033333 842.68166667 845.21023333\n", " 845.43466667 848.38603333 849.94 850.78723333 851.10523333\n", " 851.81606667 851.92183333 854.8026 858.01316667 859.49716667\n", " 860.11156667 860.48596667 861.02496667 861.83423333 861.8505\n", " 862.5556 862.70046667 862.86263333 863.34073333 863.40463333\n", " 863.91583333 865.4884 866.57946667 867.4855 867.93236667\n", " 869.07906667 869.83043333 872.26983333 876.17296667 878.8367\n", " 879.3517 879.67906667 879.84586667 883.27553333 885.44876667\n", " 885.9604 887.83043333 887.88453333 890.62553333 891.24003333\n", " 891.54843333 896.36726667 896.78553333 897.55006667 897.55776667\n", " 897.87303333 898.1814 898.2819 901.78773333 902.2861\n", " 902.97343333 903.5563 903.62233333 906.74516667 907.64123333\n", " 908.12756667 909.32893333 909.6548 914.14836667 915.31673333\n", " 915.84803333 917.67306667 920.1967 922.04393333 922.15286667\n", " 922.81553333 927.63186667 928.47653333 934.94353333 936.52846667\n", " 939.7686 940.3281 940.331 941.8321 943.89866667\n", " 944.09613333 944.40993333 944.9281 945.8037 945.80643333\n", " 945.8188 946.11403333 947.48106667 947.8165 948.19263333\n", " 948.3347 948.55023333 948.78226667 949.42386667 949.63883333\n", " 951.44073333 952.5611 953.7468 955.23943333 955.4984\n", " 956.07106667 957.5545 957.78466667 958.13703333 959.04213333\n", " 962.17513333 965.62406667 965.97106667 967.21576667 969.18276667\n", " 969.39823333 973.38666667 975.23776667 975.3194 980.38993333\n", " 980.39343333 981.2775 986.0887 986.97796667 987.39406667\n", " 989.32676667 990.22333333 991.14923333 991.33366667 992.53496667\n", " 993.0639 993.3343 993.66446667 994.59676667 995.12533333\n", " 1001.19576667] s\n", "[ 1.0832 3.65633333 7.65596667 9.4668 9.90343333\n", " 12.31496667 20.55776667 27.5259 29.49596667 30.91253333\n", " 33.3757 34.7201 43.91536667 45.7683 50.3614\n", " 53.63713333 56.10993333 56.37146667 62.02643333 62.1668\n", " 63.58823333 64.5073 70.80883333 70.81163333 70.81716667\n", " 70.8386 70.85696667 71.16033333 72.13843333 76.58653333\n", " 85.35306667 95.08396667 95.09866667 95.10196667 95.6604\n", " 98.9787 101.4213 102.1377 107.8017 107.80636667\n", " 118.7817 123.37876667 135.68033333 139.48753333 139.49343333\n", " 139.5105 139.5582 151.60293333 151.6102 153.51126667\n", " 159.04263333 162.09516667 162.6 171.78713333 177.40333333\n", " 177.4066 177.41336667 177.42473333 177.43383333 177.4614\n", " 182.41973333 185.31943333 195.22253333 208.8045 212.2286\n", " 213.3949 213.62513333 213.7714 220.7956 225.69716667\n", " 241.42696667 247.94423333 247.9748 250.1988 255.68486667\n", " 257.07476667 260.1047 262.14526667 264.5428 267.10956667\n", " 269.1794 271.63306667 280.31946667 281.07233333 284.56086667\n", " 287.3188 289.56423333 300.31356667 306.48306667 308.92756667\n", " 308.95073333 315.8784 328.33253333 331.85566667 334.3861\n", " 339.23066667 340.9923 341.0121 342.96156667 345.8015\n", " 349.2027 370.51026667 372.37863333 378.04653333 383.73763333\n", " 383.95376667 387.0209 391.95586667 395.51903333 401.82753333\n", " 405.96626667 417.14156667 432.65806667 444.22183333 445.0553\n", " 447.53553333 456.05 459.1196 466.24356667 473.88386667\n", " 474.19556667 482.09386667 491.79536667 494.5753 495.17113333\n", " 496.12 502.47006667 525.94646667 527.0495 534.51463333\n", " 535.7978 543.22766667 544.57116667 557.9885 564.06833333\n", " 568.8838 570.13936667 581.52996667 594.55046667 595.0814\n", " 597.4281 600.91736667 628.18246667 634.66426667 634.70256667\n", " 636.034 636.09616667 650.34606667 655.71576667 660.90343333\n", " 666.1306 668.822 672.50093333 680.345 682.38146667\n", " 692.358 697.56033333 699.3541 713.0797 713.08573333\n", " 713.09926667 715.2712 715.56123333 716.98213333 724.6924\n", " 727.1841 739.52666667 742.3173 742.33076667 749.89276667\n", " 749.89626667 752.32843333 752.7229 758.24273333 771.8995\n", " 775.25746667 777.98413333 785.56796667 803.492 804.14776667\n", " 814.43623333 818.21366667 838.45103333 844.6703 845.36333333\n", " 849.5869 851.47963333 857.46176667 878.9699 882.09433333\n", " 892.254 892.40323333 899.65056667 903.47023333 911.894\n", " 913.52686667 927.29483333 939.878 947.64693333 949.5257\n", " 959.49046667 960.3216 968.71493333 978.34526667 999.79743333\n", " 1002.57466667] s\n", "[6.64000000e-02 2.77666667e-01 3.96433333e-01 ... 1.00306457e+03\n", " 1.00308360e+03 1.00313983e+03] s\n", "[9.69666667e-02 7.28166667e-01 1.20826667e+00 ... 1.00075303e+03\n", " 1.00107860e+03 1.00110023e+03] s\n", "[1.54633333e-01 2.19000000e-01 2.81200000e-01 ... 1.00308373e+03\n", " 1.00314890e+03 1.00320603e+03] s\n", "[4.07666667e-02 5.36333333e-02 1.56400000e-01 ... 1.00308577e+03\n", " 1.00311203e+03 1.00318313e+03] s\n", "[ 1.8143 3.19993333 3.36596667 7.36006667 7.9593\n", " 8.9107 9.25603333 9.82636667 10.76726667 10.8929\n", " 12.2895 12.31076667 12.315 15.24783333 15.2929\n", " 15.7156 16.97733333 19.9961 20.6188 22.68053333\n", " 24.32453333 26.27906667 29.4818 31.3374 32.78463333\n", " 33.22833333 38.73366667 39.37503333 39.91636667 40.25503333\n", " 42.09713333 43.77076667 44.58546667 44.6209 46.7229\n", " 47.81676667 49.16036667 49.37046667 50.11126667 50.4491\n", " 50.59546667 51.76126667 51.78576667 52.74516667 53.62323333\n", " 55.04806667 55.6925 55.81143333 55.9721 56.63233333\n", " 58.7486 59.07003333 59.76623333 62.42743333 64.44676667\n", " 65.39 65.56293333 66.12773333 66.30653333 66.71223333\n", " 67.3918 68.11353333 69.35836667 70.81686667 70.83423333\n", " 70.83896667 71.6333 72.23876667 72.81433333 73.3748\n", " 77.9305 77.99443333 78.4418 78.8183 79.19573333\n", " 80.0217 80.97986667 81.23993333 81.59966667 83.4018\n", " 83.70396667 84.28276667 85.2296 86.35856667 86.43453333\n", " 88.64856667 89.30453333 89.66223333 89.71333333 91.031\n", " 91.23713333 94.8802 95.08396667 95.09603333 95.1022\n", " 95.46253333 96.18783333 97.05516667 97.44833333 97.99293333\n", " 98.4692 100.5788 101.40076667 102.6096 103.47953333\n", " 104.06163333 104.96043333 105.405 106.2146 107.498\n", " 107.80186667 107.80626667 107.8106 109.77756667 112.094\n", " 115.52736667 121.66926667 124.09196667 128.046 128.11233333\n", " 128.27666667 128.7264 129.2 131.5723 134.01226667\n", " 136.24626667 136.48903333 138.2146 138.97756667 139.4879\n", " 139.502 141.8572 146.2434 146.58936667 148.45753333\n", " 148.53316667 151.04023333 151.58276667 151.6532 151.98706667\n", " 152.37196667 152.64146667 152.65666667 152.7861 153.66166667\n", " 153.989 154.78683333 157.63783333 159.0594 160.35003333\n", " 161.46913333 161.80516667 163.08103333 164.4347 166.00693333\n", " 166.27373333 166.30076667 166.81936667 169.89416667 170.02763333\n", " 170.6099 172.81056667 173.55616667 173.60223333 177.41333333\n", " 179.6708 180.13946667 181.24446667 181.76363333 182.57686667\n", " 184.2496 184.36363333 185.08086667 185.9236 186.7726\n", " 186.90013333 189.07736667 193.0439 195.18076667 195.5568\n", " 200.1135 201.86873333 203.26173333 203.59576667 204.43663333\n", " 206.7795 207.01666667 207.56473333 207.66673333 208.23586667\n", " 209.4885 211.74473333 214.97856667 215.9901 217.53393333\n", " 218.10763333 218.6606 218.68766667 218.74063333 220.41776667\n", " 220.859 221.88476667 224.81053333 224.8759 225.55443333\n", " 227.2592 227.6557 227.98066667 228.19513333 228.57426667\n", " 229.49523333 230.0406 230.0638 237.19443333 237.46193333\n", " 237.9371 238.19866667 238.4625 240.71573333 241.06566667\n", " 241.37106667 242.41653333 242.92266667 244.3862 244.42663333\n", " 244.64993333 245.26273333 245.7232 246.4452 246.55016667\n", " 249.08443333 249.98683333 250.09986667 251.0774 253.1454\n", " 253.32346667 253.87483333 254.1742 255.44893333 255.5126\n", " 255.89843333 257.83593333 258.1273 261.6042 261.77756667\n", " 261.97 263.7108 266.63556667 266.73646667 267.8427\n", " 269.05703333 269.10723333 270.45583333 272.30136667 272.32156667\n", " 272.90756667 274.36846667 274.93323333 279.204 280.1472\n", " 281.0006 283.0437 284.0534 284.1391 287.9439\n", " 288.26433333 288.31993333 290.7214 290.77863333 291.07406667\n", " 292.0428 292.13696667 292.25143333 293.78846667 298.32663333\n", " 298.5601 298.74846667 300.63916667 301.49303333 303.48483333\n", " 303.96663333 304.74243333 304.7875 307.7693 307.83633333\n", " 308.3146 308.80943333 308.92733333 309.80413333 309.8197\n", " 310.5235 314.7347 315.7626 316.2883 316.42\n", " 316.8939 316.9492 318.2872 319.1764 320.87456667\n", " 323.7909 324.60213333 326.7414 328.0145 328.17806667\n", " 328.29293333 328.38553333 328.51976667 329.60376667 330.46743333\n", " 331.26483333 333.3289 334.3747 334.9854 337.99996667\n", " 340.24493333 340.99223333 342.91056667 343.0447 343.50863333\n", " 343.68633333 343.75763333 344.44446667 345.06673333 345.5128\n", " 346.4649 346.91373333 348.69573333 348.80416667 349.466\n", " 349.51883333 349.53866667 349.54973333 350.09133333 350.0951\n", " 352.92746667 353.16043333 353.9363 354.29743333 355.52913333\n", " 356.72986667 358.8026 359.4288 360.43986667 361.15326667\n", " 365.14273333 365.37963333 367.71993333 368.9567 370.8828\n", " 371.19983333 371.28273333 371.4802 374.47533333 376.65056667\n", " 377.08293333 378.52053333 378.72003333 380.6361 380.72886667\n", " 381.83186667 383.5309 384.50823333 384.63583333 384.78823333\n", " 384.8535 386.20826667 386.5969 388.68136667 389.77376667\n", " 391.53246667 393.08416667 393.18796667 394.1241 394.31376667\n", " 394.676 398.05513333 399.0676 399.22356667 399.3584\n", " 399.68216667 400.85776667 401.9223 404.43496667 404.5761\n", " 405.0684 408.5205 408.87393333 409.53633333 409.70496667\n", " 410.03536667 411.2582 411.53206667 411.99733333 414.3475\n", " 415.82793333 416.8244 417.5337 417.59003333 418.09726667\n", " 419.02043333 419.6102 421.48426667 421.4935 422.6393\n", " 428.40993333 431.15453333 431.35996667 431.68226667 433.12556667\n", " 433.41636667 439.75046667 441.49363333 441.52273333 441.69953333\n", " 442.64803333 446.08803333 446.58646667 448.2373 448.35673333\n", " 449.9942 450.12273333 451.4001 452.07236667 452.4693\n", " 452.60573333 453.1177 453.91516667 457.02826667 457.81046667\n", " 460.64263333 460.68843333 461.2631 462.77873333 463.13496667\n", " 463.5538 466.13923333 466.45663333 466.718 467.55713333\n", " 468.3841 468.41216667 468.8209 468.85766667 470.75443333\n", " 472.0269 474.478 475.17256667 479.17073333 479.80246667\n", " 480.23153333 484.21916667 485.27583333 485.94056667 487.1398\n", " 487.37643333 487.69453333 487.78186667 488.45653333 489.20056667\n", " 489.24723333 491.03373333 491.13513333 492.23296667 492.96863333\n", " 495.8417 496.0709 497.08243333 497.3382 498.9849\n", " 499.51053333 499.86206667 499.96853333 500.9525 501.29346667\n", " 502.60596667 503.8125 504.2704 504.6808 505.05476667\n", " 505.4638 506.9156 510.52303333 513.03816667 514.75223333\n", " 515.80436667 516.46993333 516.94966667 517.48846667 518.9681\n", " 518.98286667 519.6985 520.79246667 521.14656667 521.31906667\n", " 523.18563333 523.2646 523.78913333 526.70336667 528.86356667\n", " 529.69156667 529.77523333 530.02313333 530.99863333 531.03753333\n", " 531.32156667 533.15813333 533.49896667 534.51463333 536.48306667\n", " 537.1361 538.758 539.23313333 539.48956667 541.946\n", " 542.04126667 542.08923333 542.6874 542.84413333 546.6053\n", " 547.41443333 547.71646667 548.59746667 549.25396667 549.50096667\n", " 552.26873333 553.3448 555.84806667 560.07806667 560.1006\n", " 561.34873333 562.88066667 563.87823333 566.00626667 566.43503333\n", " 567.55016667 569.10963333 569.21066667 569.21283333 570.2069\n", " 572.39706667 572.9074 573.01943333 573.05326667 575.4415\n", " 578.34996667 578.90336667 579.00773333 579.449 580.16646667\n", " 580.63443333 582.2035 584.1108 584.55136667 585.3203\n", " 585.48546667 588.44773333 588.87363333 589.35616667 590.18236667\n", " 591.04676667 593.29373333 593.36233333 595.47053333 595.88293333\n", " 596.77026667 596.8293 598.5081 599.15576667 599.50833333\n", " 601.0528 601.10216667 601.6352 602.88106667 603.51736667\n", " 603.78136667 604.83836667 605.65773333 607.07643333 608.7226\n", " 609.21566667 609.2499 610.9828 614.05753333 615.6401\n", " 617.52123333 617.60703333 621.2412 621.4995 621.82406667\n", " 623.36776667 623.39006667 625.72973333 626.2501 626.4214\n", " 626.8083 627.5916 629.4138 629.47103333 629.89233333\n", " 632.49133333 633.52346667 634.00356667 634.599 635.96473333\n", " 636.04893333 639.69776667 641.2144 642.05543333 644.57043333\n", " 645.1775 645.70893333 646.35753333 647.5113 648.30753333\n", " 649.01756667 651.8332 653.3243 653.63753333 655.11806667\n", " 657.68646667 658.25196667 658.76643333 659.8034 660.4198\n", " 660.57906667 661.8071 663.05223333 664.30683333 665.00923333\n", " 666.71093333 667.53266667 668.76476667 671.69523333 672.5301\n", " 673.82463333 675.5471 676.06816667 676.74253333 679.31536667\n", " 679.80306667 679.82996667 680.34873333 681.32213333 682.39136667\n", " 683.43066667 684.7351 687.87126667 687.9102 688.27313333\n", " 688.36496667 690.1615 692.36793333 700.13583333 704.01583333\n", " 705.55126667 706.37 707.15346667 709.3189 709.6647\n", " 710.6296 710.97836667 711.5534 711.63746667 713.08243333\n", " 717.36766667 718.52956667 718.6372 720.19216667 721.82453333\n", " 724.3444 725.78146667 725.9152 726.39476667 727.82443333\n", " 728.0485 728.39466667 728.9573 730.5967 731.54156667\n", " 732.667 732.9235 734.38743333 735.0375 735.35313333\n", " 735.4231 735.5759 738.16656667 738.50306667 739.39633333\n", " 739.90373333 740.83313333 741.23883333 742.76303333 742.91516667\n", " 743.76483333 746.24456667 746.94596667 748.1842 748.4114\n", " 749.88846667 749.8923 749.89626667 750.5216 750.83746667\n", " 752.09233333 754.41913333 755.91583333 755.94303333 756.50096667\n", " 757.32486667 757.36103333 757.38306667 758.08536667 760.4444\n", " 761.3637 761.5433 765.63216667 766.17376667 766.4456\n", " 768.59903333 769.75103333 771.24623333 771.74896667 772.56853333\n", " 773.54836667 774.4624 775.0571 775.28586667 776.41803333\n", " 777.05843333 777.59626667 777.62903333 778.31703333 779.07446667\n", " 779.47693333 779.7385 782.20963333 783.55606667 784.08733333\n", " 786.42576667 786.67663333 792.83736667 793.165 793.35846667\n", " 794.4117 794.9968 795.48586667 795.53116667 796.98383333\n", " 798.06976667 798.48363333 798.68193333 798.85683333 798.9852\n", " 799.66813333 799.98083333 800.2404 800.37096667 803.952\n", " 805.34783333 805.68273333 806.01566667 806.52413333 808.88846667\n", " 809.00076667 809.87693333 810.96266667 811.48556667 811.72056667\n", " 813.85703333 814.85363333 815.73316667 818.3991 820.04933333\n", " 821.16166667 822.80876667 822.83973333 823.39076667 823.42176667\n", " 823.63473333 823.9141 826.7199 827.82486667 828.5641\n", " 828.9621 829.14273333 834.4299 834.45583333 834.757\n", " 834.86263333 835.13443333 835.1802 836.00323333 836.20236667\n", " 839.8228 841.21513333 842.38753333 847.69433333 848.06666667\n", " 848.90746667 854.41016667 859.4698 859.47676667 859.5344\n", " 861.8298 862.091 866.11736667 867.31173333 867.93943333\n", " 871.60693333 873.72986667 874.36953333 875.199 876.81573333\n", " 880.40293333 881.13596667 881.5818 884.61886667 884.9856\n", " 885.7595 889.76016667 892.67916667 893.6948 894.05666667\n", " 896.35873333 896.40853333 896.64656667 898.42836667 898.99326667\n", " 899.0589 899.18683333 899.36803333 900.58503333 900.73613333\n", " 901.1548 901.16096667 901.28056667 901.6487 902.9045\n", " 904.52093333 904.7142 905.85706667 907.0939 911.05836667\n", " 911.3742 911.88853333 912.74013333 912.82556667 915.41796667\n", " 915.45183333 915.58826667 919.1152 919.41073333 920.9495\n", " 924.8034 925.26386667 925.60593333 925.85753333 934.21366667\n", " 935.567 936.25966667 936.5664 937.7554 938.94176667\n", " 939.44566667 940.06213333 940.57436667 942.5141 942.8288\n", " 943.0181 944.51286667 946.65446667 946.81236667 947.6924\n", " 948.19653333 950.90653333 952.17576667 955.81743333 957.894\n", " 960.6266 960.78716667 960.99343333 961.6419 962.42613333\n", " 965.28803333 967.60906667 967.73356667 968.11733333 968.22173333\n", " 968.54226667 970.1984 971.76363333 972.6337 973.42256667\n", " 975.407 976.8616 976.91633333 977.1913 977.26053333\n", " 979.12763333 979.2107 979.98976667 980.72976667 980.88063333\n", " 982.02576667 983.95976667 984.24976667 984.309 988.21893333\n", " 988.77416667 988.94566667 989.6074 990.53596667 990.7104\n", " 992.30126667 995.4859 997.06446667 997.39406667 998.0222\n", " 1000.55676667 1002.04413333 1002.53983333 1002.68126667] s\n", "[7.43333333e-03 6.27000000e-02 1.50300000e-01 ... 1.00296240e+03\n", " 1.00302733e+03 1.00319680e+03] s\n", "[1.32666667e-01 1.98566667e-01 4.46766667e-01 ... 1.00239443e+03\n", " 1.00257647e+03 1.00263910e+03] s\n", "[2.25766667e-01 9.75366667e-01 1.53433333e+00 1.84610000e+00\n", " 2.28086667e+00 3.09330000e+00 4.27573333e+00 5.29123333e+00\n", " 5.93416667e+00 7.61733333e+00 8.88030000e+00 9.21986667e+00\n", " 9.64870000e+00 9.66923333e+00 1.01816667e+01 1.07510333e+01\n", " 1.22897333e+01 1.23109333e+01 1.23151333e+01 1.23174000e+01\n", " 1.41617333e+01 1.42870333e+01 1.52945000e+01 1.58822000e+01\n", " 1.59369333e+01 1.63468667e+01 1.87753000e+01 2.25830000e+01\n", " 2.34375333e+01 2.38610333e+01 2.46758333e+01 2.49534333e+01\n", " 2.64341333e+01 2.68127333e+01 2.70583000e+01 2.73110333e+01\n", " 2.73969333e+01 2.81827000e+01 2.97677333e+01 3.07589333e+01\n", " 3.08884000e+01 3.09122667e+01 3.10552000e+01 3.16196333e+01\n", " 3.18407000e+01 3.19779667e+01 3.20115333e+01 3.32588333e+01\n", " 3.40985667e+01 3.44921000e+01 3.46752667e+01 3.49359000e+01\n", " 3.50228333e+01 3.51026000e+01 3.85917667e+01 3.86339333e+01\n", " 3.97185000e+01 4.07739000e+01 4.16887667e+01 4.47344333e+01\n", " 4.57784667e+01 4.71192000e+01 4.83445667e+01 4.85902000e+01\n", " 4.95930333e+01 5.04484667e+01 5.12707333e+01 5.18352000e+01\n", " 5.28506000e+01 5.29225000e+01 5.37424000e+01 5.51453333e+01\n", " 5.59775000e+01 5.59800333e+01 5.60948667e+01 5.72775000e+01\n", " 5.75876000e+01 5.78226667e+01 5.81553667e+01 5.88225333e+01\n", " 6.03333667e+01 6.19802333e+01 6.39861000e+01 6.65590000e+01\n", " 6.81034333e+01 6.87396333e+01 7.05911000e+01 7.07932333e+01\n", " 7.08168667e+01 7.08250667e+01 7.08342000e+01 7.13238667e+01\n", " 7.30620000e+01 7.40291333e+01 7.42532333e+01 7.43719667e+01\n", " 7.47106333e+01 7.55223000e+01 7.73225333e+01 7.74766667e+01\n", " 7.88797333e+01 7.94287667e+01 8.11496000e+01 8.15561333e+01\n", " 8.17821333e+01 8.23999000e+01 8.26370667e+01 8.27397000e+01\n", " 8.39989000e+01 8.42502000e+01 8.50295000e+01 8.52512333e+01\n", " 8.52535000e+01 8.57177667e+01 8.59478667e+01 8.74941333e+01\n", " 8.77614333e+01 8.78502333e+01 8.95318333e+01 9.01327333e+01\n", " 9.02372667e+01 9.02536000e+01 9.20394333e+01 9.24912000e+01\n", " 9.64146000e+01 9.78447667e+01 9.80397667e+01 9.92383667e+01\n", " 9.94297333e+01 1.00501400e+02 1.01610033e+02 1.02198933e+02\n", " 1.04383367e+02 1.05356333e+02 1.05515667e+02 1.07805800e+02\n", " 1.08845367e+02 1.09665400e+02 1.10561967e+02 1.10855133e+02\n", " 1.11616767e+02 1.11720833e+02 1.12714033e+02 1.13110000e+02\n", " 1.15427367e+02 1.20178667e+02 1.24931733e+02 1.24994300e+02\n", " 1.26257267e+02 1.30007100e+02 1.31969667e+02 1.33016167e+02\n", " 1.34923733e+02 1.38265133e+02 1.44608500e+02 1.51967633e+02\n", " 1.52314200e+02 1.53027900e+02 1.55076000e+02 1.60529433e+02\n", " 1.61631500e+02 1.65279433e+02 1.65585300e+02 1.65595833e+02\n", " 1.68091767e+02 1.70035067e+02 1.70564867e+02 1.79824867e+02\n", " 1.81025267e+02 1.83436133e+02 1.85211267e+02 1.97523167e+02\n", " 1.97576500e+02 1.98000467e+02 2.00169667e+02 2.01904600e+02\n", " 2.04008400e+02 2.05749567e+02 2.06067267e+02 2.10525233e+02\n", " 2.11681700e+02 2.12037933e+02 2.18348100e+02 2.22633533e+02\n", " 2.23199433e+02 2.26219400e+02 2.26369400e+02 2.26642067e+02\n", " 2.33449867e+02 2.34533100e+02 2.35238567e+02 2.35911033e+02\n", " 2.37203533e+02 2.38004333e+02 2.40789233e+02 2.41426533e+02\n", " 2.41574600e+02 2.44506267e+02 2.46385233e+02 2.50655633e+02\n", " 2.51474533e+02 2.51853267e+02 2.54194533e+02 2.54278467e+02\n", " 2.54370167e+02 2.56258433e+02 2.61195833e+02 2.62035933e+02\n", " 2.63811933e+02 2.66746600e+02 2.67612800e+02 2.67652767e+02\n", " 2.67723367e+02 2.67995800e+02 2.68377667e+02 2.69031067e+02\n", " 2.69329667e+02 2.69375600e+02 2.69392267e+02 2.70074967e+02\n", " 2.70462433e+02 2.70644267e+02 2.75952033e+02 2.76472133e+02\n", " 2.77295700e+02 2.78815567e+02 2.81653233e+02 2.85591267e+02\n", " 2.86278900e+02 2.87533067e+02 2.88640900e+02 2.93591633e+02\n", " 2.94209533e+02 2.94917133e+02 2.95995600e+02 2.97067367e+02\n", " 3.04895800e+02 3.06174433e+02 3.08887600e+02 3.08890867e+02\n", " 3.08927867e+02 3.09129067e+02 3.18001700e+02 3.20103400e+02\n", " 3.21601667e+02 3.21618300e+02 3.24582233e+02 3.26047400e+02\n", " 3.30908433e+02 3.32218233e+02 3.34217567e+02 3.34376933e+02\n", " 3.37394400e+02 3.38173633e+02 3.38351933e+02 3.38363067e+02\n", " 3.40991900e+02 3.41029200e+02 3.41338567e+02 3.43440033e+02\n", " 3.44078800e+02 3.44955400e+02 3.45668933e+02 3.46203067e+02\n", " 3.50146800e+02 3.50368367e+02 3.50573600e+02 3.51649667e+02\n", " 3.51871400e+02 3.52808867e+02 3.52822267e+02 3.53338867e+02\n", " 3.53586700e+02 3.54633100e+02 3.55256667e+02 3.62178867e+02\n", " 3.64231500e+02 3.64630600e+02 3.65652700e+02 3.70305467e+02\n", " 3.75405200e+02 3.75790933e+02 3.82297633e+02 3.83408433e+02\n", " 3.83737000e+02 3.83749533e+02 3.84387633e+02 3.87090800e+02\n", " 3.89626567e+02 3.90116200e+02 3.90592400e+02 3.92576667e+02\n", " 3.92991000e+02 3.98954267e+02 3.98977100e+02 3.99280367e+02\n", " 3.99644367e+02 4.00672300e+02 4.02101433e+02 4.04848267e+02\n", " 4.05120000e+02 4.05505000e+02 4.06323200e+02 4.07175800e+02\n", " 4.08297067e+02 4.08470300e+02 4.09321833e+02 4.12434667e+02\n", " 4.13241633e+02 4.13525767e+02 4.14716367e+02 4.16855200e+02\n", " 4.17102933e+02 4.18908367e+02 4.19433200e+02 4.21337733e+02\n", " 4.21964600e+02 4.22241600e+02 4.22681133e+02 4.22767833e+02\n", " 4.25924700e+02 4.26226367e+02 4.26859667e+02 4.30163733e+02\n", " 4.33401967e+02 4.33748033e+02 4.34019433e+02 4.36729867e+02\n", " 4.38672467e+02 4.39653400e+02 4.39673967e+02 4.41566433e+02\n", " 4.41932100e+02 4.42073933e+02 4.42988233e+02 4.44580900e+02\n", " 4.45377067e+02 4.46162333e+02 4.46419533e+02 4.47002367e+02\n", " 4.52772600e+02 4.54523967e+02 4.62046467e+02 4.63018933e+02\n", " 4.64025167e+02 4.66234300e+02 4.66243333e+02 4.72690767e+02\n", " 4.73702433e+02 4.75284567e+02 4.76622600e+02 4.84220600e+02\n", " 4.85326133e+02 4.88426300e+02 4.89201100e+02 4.89542900e+02\n", " 4.91361033e+02 4.93660767e+02 4.96790067e+02 4.97411067e+02\n", " 4.97987200e+02 4.98343767e+02 5.01745733e+02 5.01755967e+02\n", " 5.04613967e+02 5.05001267e+02 5.06358733e+02 5.06765733e+02\n", " 5.07128367e+02 5.07486500e+02 5.07986833e+02 5.09034333e+02\n", " 5.11371700e+02 5.11434133e+02 5.11587800e+02 5.12076067e+02\n", " 5.15221533e+02 5.15493567e+02 5.17235533e+02 5.17966067e+02\n", " 5.20506600e+02 5.21697033e+02 5.22274400e+02 5.24481767e+02\n", " 5.24805267e+02 5.25366067e+02 5.25965200e+02 5.26617133e+02\n", " 5.27200167e+02 5.27585400e+02 5.29192067e+02 5.29476533e+02\n", " 5.31182967e+02 5.37630333e+02 5.37925767e+02 5.38416900e+02\n", " 5.44942433e+02 5.49473500e+02 5.50136067e+02 5.53805233e+02\n", " 5.53961133e+02 5.56322433e+02 5.57163233e+02 5.57214867e+02\n", " 5.61180967e+02 5.63889033e+02 5.64996833e+02 5.66824500e+02\n", " 5.70167533e+02 5.72547067e+02 5.77429100e+02 5.81190067e+02\n", " 5.81626500e+02 5.84171833e+02 5.84786967e+02 5.86347633e+02\n", " 5.88669233e+02 5.88962833e+02 5.90080900e+02 5.91216633e+02\n", " 6.01438933e+02 6.02271233e+02 6.02611133e+02 6.04133233e+02\n", " 6.05630667e+02 6.06267867e+02 6.06764033e+02 6.07475533e+02\n", " 6.07697000e+02 6.09626667e+02 6.11487567e+02 6.13667467e+02\n", " 6.14915633e+02 6.15013667e+02 6.15214567e+02 6.18961833e+02\n", " 6.21108033e+02 6.21391500e+02 6.22926933e+02 6.22997467e+02\n", " 6.24217433e+02 6.25222167e+02 6.25485000e+02 6.30372967e+02\n", " 6.31325100e+02 6.31424300e+02 6.33353167e+02 6.36033700e+02\n", " 6.36770267e+02 6.37396100e+02 6.38042567e+02 6.39798700e+02\n", " 6.41954000e+02 6.42399200e+02 6.42497067e+02 6.46559800e+02\n", " 6.56233800e+02 6.58397600e+02 6.58421967e+02 6.60289533e+02\n", " 6.61881333e+02 6.62394133e+02 6.62641167e+02 6.63608067e+02\n", " 6.64664467e+02 6.68254233e+02 6.68465967e+02 6.68475333e+02\n", " 6.72348667e+02 6.74290367e+02 6.79775400e+02 6.80249767e+02\n", " 6.85503767e+02 6.89924967e+02 6.91622967e+02 6.97764200e+02\n", " 6.97884467e+02 7.07062333e+02 7.08712600e+02 7.09953167e+02\n", " 7.09957733e+02 7.18340133e+02 7.21232433e+02 7.21318133e+02\n", " 7.23272667e+02 7.24692133e+02 7.26663100e+02 7.26958333e+02\n", " 7.27189467e+02 7.29872833e+02 7.33497600e+02 7.38102500e+02\n", " 7.38738767e+02 7.39219433e+02 7.41465700e+02 7.42012567e+02\n", " 7.42317233e+02 7.45074600e+02 7.46447500e+02 7.46628033e+02\n", " 7.48244367e+02 7.49073067e+02 7.49209567e+02 7.49703633e+02\n", " 7.49888433e+02 7.49892333e+02 7.50002233e+02 7.50543533e+02\n", " 7.53117300e+02 7.53573233e+02 7.55918767e+02 7.57065433e+02\n", " 7.58718233e+02 7.60448033e+02 7.61354867e+02 7.62771933e+02\n", " 7.64718300e+02 7.66073767e+02 7.70044800e+02 7.71189900e+02\n", " 7.72025867e+02 7.73818067e+02 7.73929067e+02 7.75285500e+02\n", " 7.80574767e+02 7.81221733e+02 7.81257233e+02 7.82180367e+02\n", " 7.83498633e+02 7.83615233e+02 7.84715133e+02 7.86933833e+02\n", " 7.89310467e+02 7.89884233e+02 7.96258400e+02 7.97625667e+02\n", " 8.00739800e+02 8.02355433e+02 8.09395467e+02 8.18320500e+02\n", " 8.25254767e+02 8.27584200e+02 8.33445000e+02 8.38800967e+02\n", " 8.38835800e+02 8.48389000e+02 8.53391200e+02 8.63136333e+02\n", " 8.63419800e+02 8.73356633e+02 8.74746800e+02 8.74766000e+02\n", " 8.75009333e+02 8.75607367e+02 8.79022033e+02 8.79561267e+02\n", " 8.81993600e+02 8.88299933e+02 8.98077567e+02 8.99120933e+02\n", " 9.00100400e+02 9.01831867e+02 9.07864100e+02 9.09355533e+02\n", " 9.10553200e+02 9.11882700e+02 9.21349900e+02 9.21868033e+02\n", " 9.27566900e+02 9.30231733e+02 9.33449600e+02 9.33591400e+02\n", " 9.33930000e+02 9.40798600e+02 9.41181533e+02 9.54992233e+02\n", " 9.60559100e+02 9.60756467e+02 9.60940233e+02 9.61032533e+02\n", " 9.61153933e+02 9.73016367e+02 9.75322600e+02 9.75876000e+02\n", " 9.77053567e+02 9.77364100e+02 9.80300167e+02 9.80403433e+02\n", " 9.80943933e+02 9.81533133e+02 9.82313200e+02 9.84141267e+02\n", " 9.85437867e+02 9.86224800e+02 9.87307867e+02 9.88141967e+02\n", " 9.88250333e+02 9.89667367e+02 9.90210967e+02 9.91135133e+02\n", " 9.92654967e+02 9.93104067e+02 9.93225833e+02 9.94468000e+02\n", " 9.99033900e+02 1.00160223e+03 1.00246933e+03 1.00282137e+03] s\n", "[4.10600000e-01 4.36166667e-01 6.61200000e-01 ... 1.00308657e+03\n", " 1.00309237e+03 1.00319130e+03] s\n", "[1.67800000e-01 9.30500000e-01 1.18063333e+00 ... 9.99089467e+02\n", " 1.00133370e+03 1.00190353e+03] s\n", "[ 1.73576667 12.31523333 82.57033333 85.3462 94.49083333\n", " 97.52193333 107.8056 139.50716667 183.42816667 256.4316\n", " 318.47306667 340.9924 358.88003333 363.52443333 364.38816667\n", " 383.73703333 383.74996667 452.94446667 453.98866667 480.4751\n", " 566.34903333 590.5892 594.50323333 636.034 718.5924\n", " 876.4144 879.7448 887.0236 887.2517 966.70863333] s\n", "[ 3.76133333 3.8695 3.94663333 ... 1000.1374 1000.59866667\n", " 1002.30753333] s\n", "[ 12.03623333 12.3114 12.31496667 12.31776667 12.32396667\n", " 16.67303333 16.9023 18.5363 20.91163333 25.67946667\n", " 30.91226667 32.97476667 33.74846667 44.4851 45.98573333\n", " 46.8964 53.04396667 53.12013333 53.6369 58.72953333\n", " 61.2036 63.56836667 65.2559 69.281 70.8171\n", " 70.83363333 70.83876667 70.8571 73.61013333 76.58963333\n", " 78.93656667 86.88423333 89.37826667 95.0838 95.09583333\n", " 95.09866667 95.10196667 103.05413333 105.9649 107.80153333\n", " 107.8064 113.53526667 116.45433333 124.3319 131.04433333\n", " 132.47916667 133.3802 139.18253333 139.4877 139.4909\n", " 139.49393333 139.51046667 139.55786667 142.07416667 145.95693333\n", " 146.4874 149.71436667 150.49993333 159.09903333 170.7017\n", " 176.20783333 177.40656667 177.412 177.4207 177.43623333\n", " 180.47243333 181.76316667 183.54896667 195.33733333 199.93513333\n", " 206.00186667 212.16513333 212.5916 214.63493333 224.61443333\n", " 225.56003333 232.12966667 234.15816667 235.193 237.06263333\n", " 239.38613333 241.44663333 244.7258 245.10616667 248.85863333\n", " 249.9993 253.9677 256.21653333 259.93416667 260.10466667\n", " 262.1449 268.29513333 268.29846667 268.4486 270.29836667\n", " 272.32223333 276.467 276.84873333 282.37086667 286.60646667\n", " 296.35826667 296.36973333 297.94423333 301.03603333 302.2804\n", " 302.28803333 304.9922 308.34086667 308.89106667 308.9278\n", " 316.93076667 325.6853 328.33436667 328.3479 329.73283333\n", " 331.05136667 331.67336667 334.11773333 340.54163333 340.9921\n", " 349.3328 349.4115 350.39926667 351.025 353.4235\n", " 356.67186667 364.13086667 364.6966 366.09906667 376.83033333\n", " 378.94703333 380.14063333 383.73693333 383.7417 383.7603\n", " 392.53453333 392.55333333 392.90356667 402.77273333 408.87403333\n", " 410.85146667 411.42323333 411.82896667 417.24996667 417.85326667\n", " 419.0403 422.00963333 422.32856667 423.94596667 424.4108\n", " 424.94396667 437.61606667 439.1447 440.60063333 440.76476667\n", " 442.3974 445.61056667 446.0235 446.1018 447.0604\n", " 448.18733333 448.9397 451.69293333 451.8535 455.6274\n", " 459.25856667 462.9192 463.5021 463.88893333 465.8425\n", " 465.94153333 465.94616667 467.7892 469.1049 474.48063333\n", " 475.91616667 479.01456667 482.11863333 484.775 491.53486667\n", " 493.23306667 497.979 502.22403333 503.68246667 509.8406\n", " 517.54373333 520.06853333 526.01276667 529.01173333 529.1382\n", " 534.51456667 537.21173333 538.18733333 552.41676667 552.51096667\n", " 552.66816667 553.3752 553.45083333 558.30276667 562.56396667\n", " 562.72076667 563.43133333 564.8336 566.74166667 568.61303333\n", " 568.76496667 580.6561 581.24136667 587.6333 589.04793333\n", " 589.88813333 595.10773333 595.79616667 599.0841 602.88063333\n", " 607.82856667 609.20763333 609.7112 611.20286667 612.8776\n", " 613.5126 618.11223333 622.7953 624.63403333 627.72166667\n", " 634.23646667 636.16346667 637.089 644.01213333 644.2668\n", " 650.12453333 654.16943333 654.54223333 661.9453 664.539\n", " 665.00283333 666.527 678.4445 682.80333333 685.69296667\n", " 686.55033333 690.3466 691.23773333 692.07343333 693.74396667\n", " 695.21916667 698.44083333 698.54006667 703.6218 709.48793333\n", " 711.9937 713.06743333 713.07963333 719.34673333 721.23263333\n", " 721.48516667 722.65596667 724.95096667 725.7149 727.28143333\n", " 727.29063333 727.57966667 727.7673 732.7235 734.06336667\n", " 734.51883333 738.2043 739.27686667 739.35683333 739.77996667\n", " 740.58806667 740.8293 745.14976667 750.9442 751.41843333\n", " 763.15283333 763.1591 767.72486667 775.28606667 783.49486667\n", " 783.82136667 785.22223333 785.64326667 787.36076667 795.37146667\n", " 796.7782 796.82916667 797.08553333 802.24316667 802.77446667\n", " 806.27566667 806.50223333 810.24343333 823.6351 826.24726667\n", " 835.7223 840.10146667 843.55583333 848.409 853.72176667\n", " 859.56013333 863.58696667 864.22223333 867.2882 869.09003333\n", " 888.2712 888.36946667 890.3081 891.43273333 896.5243\n", " 900.81696667 902.7561 902.86873333 905.24196667 914.5929\n", " 921.87616667 925.04633333 926.62256667 927.25616667 933.55436667\n", " 940.15716667 949.52366667 949.89103333 952.71003333 953.90086667\n", " 960.46923333 960.5878 963.51806667 964.62013333 964.98873333\n", " 965.36906667 966.4429 970.81746667 971.81166667 974.16036667\n", " 974.3127 977.66476667 983.08736667 983.37576667 984.62883333\n", " 989.3387 991.3827 992.21966667 992.41486667 1000.03786667\n", " 1000.61166667] s\n", "[6.43333333e-03 3.35666667e-02 1.06500000e-01 ... 1.00285213e+03\n", " 1.00308433e+03 1.00317563e+03] s\n", "[3.39033333e-01 1.45446667e+00 1.82303333e+00 ... 1.00287020e+03\n", " 1.00294313e+03 1.00299213e+03] s\n", "[9.69666667e-02 1.72766667e-01 2.10566667e-01 ... 1.00304370e+03\n", " 1.00306330e+03 1.00314003e+03] s\n", "[2.83666667e-02 3.81666667e-02 8.96333333e-02 ... 1.00296917e+03\n", " 1.00302787e+03 1.00310553e+03] s\n", "[9.13666667e-02 1.59733333e-01 4.13000000e-01 ... 1.00208250e+03\n", " 1.00241440e+03 1.00247393e+03] s\n", "[ 12.3153 340.99266667] s\n", "[1.03933333e-01 3.24500000e-01 5.34333333e-01 ... 1.00059620e+03\n", " 1.00227647e+03 1.00237443e+03] s\n", "[ 2.1597 2.3427 4.11036667 4.46563333 7.1758\n", " 8.24723333 10.44726667 11.09216667 11.94853333 12.31506667\n", " 12.33263333 13.23283333 14.24796667 17.66286667 23.9515\n", " 26.1503 32.03246667 32.40813333 33.0645 33.45626667\n", " 34.81163333 36.2175 37.5764 39.90646667 42.96053333\n", " 43.09103333 43.38916667 44.6958 45.13343333 45.28853333\n", " 45.42236667 45.70506667 46.7279 47.9487 49.3614\n", " 50.40653333 50.4431 52.71136667 53.6242 54.47593333\n", " 56.39593333 57.605 57.84146667 59.533 60.91246667\n", " 61.04953333 62.28796667 62.51646667 63.41733333 69.56116667\n", " 69.87323333 70.1983 70.65076667 73.29863333 74.40853333\n", " 78.17793333 80.53723333 80.83396667 81.05853333 81.7966\n", " 84.12776667 84.30973333 84.99876667 87.63793333 88.27036667\n", " 90.6904 92.27496667 95.0898 96.05046667 97.46326667\n", " 98.4194 99.1509 99.969 103.09383333 103.95623333\n", " 105.2353 105.57533333 105.65173333 106.718 107.98743333\n", " 110.05956667 111.77913333 116.29006667 117.72916667 117.87626667\n", " 121.6033 123.2431 124.49166667 124.5339 128.8393\n", " 129.5081 131.45876667 132.74906667 134.63876667 134.91933333\n", " 139.48953333 140.9721 144.45156667 145.89596667 147.02913333\n", " 151.567 153.0948 154.62153333 156.24686667 156.9655\n", " 157.20923333 159.45936667 160.02253333 160.23556667 160.4888\n", " 160.7947 161.36236667 162.56986667 162.8561 165.48003333\n", " 166.2909 167.3597 168.1009 168.41416667 172.19106667\n", " 173.494 175.32836667 178.89696667 179.844 181.4828\n", " 183.02883333 183.1044 183.66273333 183.97313333 185.66016667\n", " 186.3067 187.94423333 188.286 189.61863333 191.15326667\n", " 191.3956 198.2714 198.6148 200.07113333 200.07356667\n", " 200.2597 203.59636667 204.08396667 204.11173333 204.3434\n", " 205.0152 205.41263333 205.48713333 205.7451 206.25996667\n", " 207.1168 208.41746667 209.16443333 210.16886667 210.85706667\n", " 211.0233 211.322 212.40373333 213.54266667 214.3442\n", " 214.70336667 214.9282 219.8762 220.49803333 220.5158\n", " 220.80393333 222.21946667 222.29716667 223.9476 224.98403333\n", " 226.12306667 227.5332 227.76636667 228.07286667 228.13383333\n", " 231.279 231.28903333 233.56423333 235.098 238.051\n", " 238.64486667 238.6542 239.06466667 239.55393333 241.89386667\n", " 242.78316667 243.76436667 246.86163333 247.33106667 249.37193333\n", " 250.60176667 252.58283333 253.76913333 254.4499 255.5705\n", " 256.14896667 257.75156667 258.12746667 258.89473333 259.67083333\n", " 262.14953333 262.27653333 262.5327 267.70493333 270.08496667\n", " 274.4535 276.6195 279.9807 280.20256667 281.09653333\n", " 282.65493333 283.6931 286.05823333 287.25053333 288.03893333\n", " 288.3676 289.2033 289.4861 289.81106667 291.2942\n", " 291.6276 292.50033333 293.4685 293.865 295.22093333\n", " 295.8707 297.63353333 299.57126667 299.60733333 304.11223333\n", " 306.2164 306.7614 308.6048 309.897 312.57423333\n", " 313.47443333 314.26823333 317.14056667 317.14236667 317.44833333\n", " 320.87146667 324.3188 325.68686667 325.70306667 326.11456667\n", " 326.3469 327.2876 328.33 329.56736667 329.70383333\n", " 333.01946667 334.39363333 334.39553333 336.0969 338.0724\n", " 340.1718 340.60686667 340.99216667 342.1285 344.60966667\n", " 345.51096667 348.3998 350.43863333 350.5969 351.86076667\n", " 354.1952 355.84053333 356.98833333 357.3988 360.21883333\n", " 362.42426667 362.62006667 363.70033333 363.73193333 364.43296667\n", " 365.3186 365.8957 365.90936667 367.82513333 368.11883333\n", " 368.84763333 369.32563333 370.37083333 372.80613333 373.3158\n", " 373.37103333 375.6632 376.0415 376.36846667 378.87983333\n", " 381.8893 382.55326667 383.65833333 383.73833333 385.42513333\n", " 386.01203333 387.74416667 388.06773333 388.23166667 390.91626667\n", " 392.11466667 393.50253333 393.90233333 394.2815 394.6414\n", " 397.19953333 397.35906667 397.90333333 398.19656667 399.46573333\n", " 399.60326667 400.04496667 404.43593333 405.8544 406.17633333\n", " 406.4518 407.9084 408.73 408.75173333 408.91873333\n", " 410.80993333 414.2814 416.37333333 419.28656667 419.44006667\n", " 421.09683333 421.21366667 421.6931 421.86226667 422.094\n", " 422.10596667 422.14786667 422.39716667 426.4924 426.60583333\n", " 428.12916667 428.21053333 433.01456667 433.20633333 433.44513333\n", " 433.99246667 434.62246667 437.61986667 437.9673 438.84653333\n", " 440.25593333 441.2063 441.69223333 442.35193333 443.91436667\n", " 444.00823333 445.27113333 446.59866667 446.82816667 447.42526667\n", " 451.13723333 452.38383333 452.454 452.60176667 452.6558\n", " 452.69143333 453.0503 453.4699 457.84603333 458.19496667\n", " 460.96023333 462.3649 462.64636667 467.6537 468.1012\n", " 468.42133333 469.3748 469.6571 469.8029 471.6003\n", " 473.05883333 473.72886667 474.86463333 475.24533333 475.4128\n", " 475.49196667 476.10176667 476.13793333 477.66306667 486.02126667\n", " 487.19116667 488.33856667 494.3744 494.6176 496.06953333\n", " 497.82563333 499.13633333 502.01733333 504.7206 505.48873333\n", " 505.84306667 506.74836667 507.43606667 507.629 510.20733333\n", " 512.3261 515.1964 520.86536667 521.35186667 524.00896667\n", " 524.24153333 524.54086667 526.51566667 526.998 528.80043333\n", " 530.42703333 530.85103333 532.3466 535.38596667 536.71926667\n", " 536.8891 537.1591 537.86706667 539.13013333 542.00486667\n", " 542.3323 542.741 542.7449 542.9437 544.14013333\n", " 544.70316667 546.56883333 547.025 550.71386667 552.83916667\n", " 553.01153333 554.9416 556.67083333 558.4348 559.51136667\n", " 560.20563333 560.9302 562.00856667 563.9605 565.71996667\n", " 566.38433333 566.60496667 566.7815 567.48733333 567.5427\n", " 568.9719 569.83583333 571.57496667 572.06743333 573.24313333\n", " 573.69736667 574.3863 574.4368 574.47116667 577.50263333\n", " 578.79596667 578.97826667 579.1038 579.3498 580.24673333\n", " 582.24806667 584.53606667 584.90386667 585.59673333 585.8651\n", " 586.07663333 587.83403333 589.58486667 590.5036 591.44253333\n", " 593.73473333 595.0543 595.36403333 595.72293333 597.88593333\n", " 598.5824 599.64933333 599.68223333 600.00696667 600.23756667\n", " 600.5877 601.28196667 602.45006667 606.0091 606.1314\n", " 606.2028 606.612 607.7829 608.16676667 610.2199\n", " 610.7604 610.79956667 611.29433333 611.37863333 612.2502\n", " 612.35203333 616.20083333 617.44583333 617.898 618.42436667\n", " 618.60776667 619.78283333 620.2812 621.0525 624.0231\n", " 624.05393333 624.192 624.87873333 628.5093 628.76483333\n", " 629.08896667 630.2008 631.2539 632.42013333 636.91756667\n", " 637.51523333 637.90026667 638.14006667 638.45893333 640.01616667\n", " 644.89806667 646.36133333 648.8076 650.41006667 650.59473333\n", " 650.67253333 651.9387 651.94046667 652.28033333 654.54443333\n", " 654.83186667 655.3175 655.7554 656.1154 656.38673333\n", " 659.87816667 660.61833333 660.936 661.5588 663.4646\n", " 664.17393333 666.7208 671.08393333 671.49863333 671.92963333\n", " 672.35736667 672.4962 674.23576667 676.826 678.7875\n", " 679.57473333 679.6864 681.42343333 682.03986667 682.09753333\n", " 684.7382 685.0676 686.2714 686.29246667 686.56323333\n", " 687.1435 687.4316 689.04643333 690.04393333 691.54886667\n", " 692.92333333 693.0446 699.8077 700.36833333 700.79173333\n", " 701.8071 702.4007 703.25546667 703.3678 705.05376667\n", " 705.16593333 705.42893333 706.1702 711.5281 713.33556667\n", " 714.52413333 716.08303333 716.83166667 716.9408 717.92706667\n", " 718.41063333 718.89316667 720.16706667 720.74053333 722.6118\n", " 724.25573333 727.07283333 727.089 727.69906667 728.46296667\n", " 728.69603333 728.91916667 728.9692 729.64803333 730.53766667\n", " 732.45603333 734.07413333 740.58343333 741.44496667 744.14703333\n", " 744.75736667 745.27933333 749.16283333 750.41416667 752.0821\n", " 753.51806667 755.8856 756.35696667 757.52566667 760.43153333\n", " 760.64733333 763.9096 764.53676667 764.7558 764.9562\n", " 765.70416667 767.51313333 768.73256667 773.0937 773.78223333\n", " 775.28616667 776.00183333 776.3772 777.5181 778.6413\n", " 781.75233333 784.12323333 785.53013333 786.08723333 786.2017\n", " 787.36056667 789.72346667 790.0252 791.12306667 791.2537\n", " 792.0636 794.69383333 795.8296 796.5006 796.6259\n", " 798.1437 799.1811 800.2442 800.40373333 802.2171\n", " 802.7862 802.9634 804.3352 805.25623333 812.44093333\n", " 812.70436667 815.51446667 816.65886667 817.49333333 817.56626667\n", " 820.28096667 820.37226667 821.13693333 821.2203 822.26183333\n", " 827.45256667 827.8043 829.38873333 830.1292 831.8738\n", " 833.3554 833.8424 835.4553 835.87826667 836.9853\n", " 838.3262 838.54086667 839.03166667 841.26963333 842.21113333\n", " 842.28943333 845.7737 845.94413333 846.22743333 846.92516667\n", " 847.2011 848.4176 849.44816667 849.94086667 852.58196667\n", " 855.01666667 855.6448 856.0473 856.26463333 858.71613333\n", " 859.07293333 861.6318 862.65776667 863.96483333 864.26803333\n", " 864.35673333 864.56586667 866.18556667 869.25886667 869.3039\n", " 870.44633333 872.03086667 877.0732 877.90693333 878.95716667\n", " 883.2386 883.34443333 886.3487 887.31583333 887.74096667\n", " 889.08176667 892.72953333 895.3177 898.98343333 899.9011\n", " 899.96726667 900.0521 902.1667 903.26416667 905.3083\n", " 905.71253333 906.21676667 907.56966667 908.51913333 910.3217\n", " 910.85413333 911.47036667 912.96116667 916.4358 916.69816667\n", " 916.75623333 916.8223 917.37773333 919.98406667 920.13476667\n", " 920.45256667 921.4836 922.711 923.5064 928.25226667\n", " 928.31323333 930.46426667 932.88063333 933.64866667 933.95636667\n", " 934.3164 935.02466667 938.2306 940.3684 940.4002\n", " 940.69683333 941.33356667 942.0086 943.4276 943.6996\n", " 944.2472 944.90996667 945.6887 946.92123333 948.37703333\n", " 948.81266667 949.0255 949.409 951.47086667 952.24486667\n", " 952.74093333 952.80516667 952.8782 954.4215 955.99623333\n", " 956.28843333 957.06826667 957.1862 957.4056 957.57153333\n", " 958.00973333 958.0371 958.76383333 958.80516667 959.73486667\n", " 960.51463333 960.7866 960.8845 961.09056667 964.30273333\n", " 965.24496667 965.66833333 966.98176667 967.7653 967.8642\n", " 967.87576667 968.31476667 969.32343333 969.39113333 972.08583333\n", " 974.85643333 975.06066667 975.49733333 976.0451 978.40343333\n", " 979.17553333 980.14473333 982.14703333 982.49866667 982.97823333\n", " 985.30826667 985.73983333 986.41206667 988.3976 991.04576667\n", " 991.81366667 992.59203333 993.8086 994.75513333 994.98686667\n", " 995.41773333 995.94106667 996.25973333 997.79156667 997.8742\n", " 998.05323333 999.63413333 999.71976667 999.7404 1000.43893333\n", " 1001.31096667] s\n", "[4.76666667e-02 1.05666667e-01 1.53166667e-01 ... 1.00288600e+03\n", " 1.00300757e+03 1.00311903e+03] s\n", "[1.82766667e-01 4.51566667e-01 5.60033333e-01 ... 1.00308283e+03\n", " 1.00311063e+03 1.00315970e+03] s\n", "[ 1.07843333 3.2047 3.56323333 3.74616667 5.88546667\n", " 10.5833 12.30213333 12.31113333 12.315 12.31806667\n", " 12.32186667 12.36726667 13.7909 13.97053333 21.5313\n", " 21.55833333 23.18596667 28.7838 30.91226667 33.1436\n", " 33.87156667 34.64416667 35.12816667 36.9234 37.9099\n", " 38.18786667 40.35366667 40.40723333 44.15556667 46.50013333\n", " 49.90356667 49.9811 51.33433333 54.91963333 55.92306667\n", " 58.1126 58.18233333 58.19966667 58.22113333 59.7994\n", " 61.33313333 61.81746667 63.2829 65.5581 65.719\n", " 67.02146667 67.68966667 69.31676667 70.61523333 70.8122\n", " 70.81686667 70.83476667 70.8388 72.04733333 72.32233333\n", " 73.4415 73.45656667 73.45836667 73.54423333 73.55733333\n", " 75.15763333 76.5307 76.906 79.23743333 82.54936667\n", " 83.1349 85.59536667 88.42263333 93.1303 93.3632\n", " 93.36503333 95.0499 95.1017 96.9781 99.105\n", " 103.41273333 104.5944 106.3021 106.3941 107.80623333\n", " 112.2049 112.90233333 114.0692 116.80753333 119.0289\n", " 119.1638 119.62546667 120.77443333 123.94486667 124.28916667\n", " 125.27996667 130.1033 136.99493333 137.41453333 139.4652\n", " 139.49116667 139.49346667 139.51066667 140.14466667 142.40603333\n", " 145.05636667 148.88803333 151.6099 152.65976667 153.59533333\n", " 154.4576 156.09203333 159.53166667 162.64566667 163.68013333\n", " 165.81366667 167.48036667 168.52416667 170.95326667 173.7045\n", " 177.37973333 177.40643333 183.3831 186.81323333 196.33413333\n", " 199.13146667 199.31913333 203.67056667 213.89676667 217.2506\n", " 219.69886667 222.55343333 222.63406667 224.5706 224.80496667\n", " 224.83086667 224.87373333 225.09316667 234.9808 241.0481\n", " 241.42196667 241.42656667 241.44663333 249.88126667 254.75813333\n", " 262.3626 262.5629 262.63536667 265.7879 265.86253333\n", " 266.34546667 269.54403333 272.322 272.6036 273.10406667\n", " 274.41083333 277.9937 279.9332 281.12373333 282.2618\n", " 282.439 283.5491 283.74036667 288.11426667 290.73236667\n", " 291.40733333 293.95766667 297.04663333 299.96886667 301.3004\n", " 302.28036667 302.33156667 306.2791 306.79023333 306.87953333\n", " 308.9091 308.92316667 310.1616 310.83416667 312.53873333\n", " 313.04983333 316.06633333 319.50533333 322.79893333 324.40733333\n", " 324.4259 324.44193333 324.76443333 328.348 328.84363333\n", " 330.81763333 333.3821 340.9921 340.9968 342.27513333\n", " 345.8791 347.08176667 347.7402 354.4155 355.16506667\n", " 356.34006667 358.45356667 358.47763333 359.3098 360.44243333\n", " 360.5434 361.48243333 366.5636 369.93986667 372.3599\n", " 374.2861 374.371 374.37386667 381.53416667 383.7602\n", " 388.906 393.2659 398.79473333 401.2911 403.06836667\n", " 403.4411 404.8004 405.23926667 407.11453333 411.42536667\n", " 412.518 412.98593333 418.6025 420.99066667 421.1635\n", " 422.2714 422.63546667 424.45193333 425.12426667 426.4829\n", " 429.5484 431.1648 431.57256667 431.6239 434.3781\n", " 445.6505 445.73896667 446.65836667 450.08463333 450.12843333\n", " 450.2125 455.7664 455.89496667 456.1647 458.6486\n", " 458.75386667 458.87493333 461.5573 463.01346667 463.49443333\n", " 466.06303333 466.2036 466.79723333 468.73833333 470.0792\n", " 474.92943333 475.35306667 475.7834 475.94313333 475.97543333\n", " 481.08143333 490.13233333 492.93046667 495.20456667 497.16883333\n", " 497.1971 497.40203333 501.86903333 502.7618 511.06633333\n", " 512.283 513.72666667 517.66223333 518.96873333 518.99653333\n", " 519.2051 520.942 521.1541 522.2123 523.20586667\n", " 523.49046667 525.07526667 525.49533333 528.1475 531.22146667\n", " 532.8026 534.51403333 537.1949 537.264 540.6632\n", " 541.53283333 542.20976667 548.0191 552.34943333 558.3883\n", " 564.93443333 570.38146667 572.8913 574.29033333 579.39036667\n", " 579.841 580.38023333 581.14373333 581.2471 581.36366667\n", " 582.09946667 585.8266 586.34946667 590.71286667 598.95726667\n", " 599.09863333 601.02466667 603.01653333 603.2945 603.76766667\n", " 604.3133 604.8496 606.07223333 606.19076667 607.61303333\n", " 609.03963333 615.03863333 621.75513333 622.123 624.40153333\n", " 624.47963333 625.47293333 631.2102 636.016 636.0337\n", " 636.0518 637.49543333 638.47816667 642.36706667 648.50896667\n", " 651.06323333 661.06336667 662.39843333 663.0482 666.30036667\n", " 672.1826 672.20393333 672.36226667 672.41476667 672.7286\n", " 674.50273333 675.1322 679.36526667 679.3681 681.46173333\n", " 685.2002 685.46873333 691.03383333 691.44766667 695.4403\n", " 695.71403333 697.40163333 697.63946667 697.69923333 700.46956667\n", " 705.05193333 705.21576667 714.06736667 717.9013 718.53306667\n", " 725.61976667 727.23383333 730.8157 731.12706667 737.41986667\n", " 742.31703333 742.6984 745.2948 745.47133333 749.05413333\n", " 751.08396667 751.4051 751.50243333 754.0709 757.35923333\n", " 761.42156667 766.1018 768.88016667 771.42823333 772.88233333\n", " 774.52196667 776.63916667 777.74093333 781.29413333 786.548\n", " 787.25966667 795.09406667 795.80896667 795.89153333 796.18213333\n", " 802.05883333 803.9347 804.94556667 805.9776 807.10316667\n", " 808.10243333 809.43026667 811.77693333 814.1676 816.21823333\n", " 824.69846667 825.90896667 826.28546667 828.0828 831.55743333\n", " 832.11203333 833.66053333 839.78883333 839.8921 843.536\n", " 844.18973333 846.27346667 846.55853333 846.58103333 846.8677\n", " 847.16736667 850.81563333 850.9083 854.1084 857.50253333\n", " 863.12003333 863.42156667 863.47366667 864.5678 865.5019\n", " 869.2847 869.84236667 870.38066667 871.14846667 875.21993333\n", " 878.04843333 880.1182 880.45026667 882.92093333 883.96916667\n", " 884.6129 884.74436667 885.78356667 890.34636667 896.50003333\n", " 896.83243333 898.19076667 899.6154 900.35376667 901.37863333\n", " 902.788 902.79146667 903.0686 909.93023333 910.27483333\n", " 910.4694 911.4249 914.77113333 914.77866667 918.16383333\n", " 918.74816667 921.12596667 921.59383333 927.22876667 931.1899\n", " 931.5663 931.8206 933.37523333 933.5116 935.64526667\n", " 936.88333333 938.42483333 939.0804 939.32706667 941.60866667\n", " 942.6807 945.7967 946.096 947.6475 948.13596667\n", " 952.88143333 952.9894 953.67733333 957.67316667 960.16123333\n", " 960.53143333 960.61333333 960.66766667 960.9419 961.431\n", " 963.4947 964.772 964.94313333 965.3131 965.61176667\n", " 967.01873333 967.29766667 968.0663 968.30983333 970.00833333\n", " 971.0461 971.38013333 972.0257 972.28313333 977.61473333\n", " 977.85196667 980.24786667 981.15733333 985.9635 986.2537\n", " 987.3155 987.72493333 989.79286667 994.19583333 1000.3156\n", " 1000.60733333 1001.2314 1001.52266667] s\n", "[3.57000000e-02 1.68266667e-01 2.28966667e-01 ... 1.00316873e+03\n", " 1.00318577e+03 1.00319920e+03] s\n", "[ 1.379 2.72806667 2.87323333 ... 1002.65923333 1002.89\n", " 1002.96216667] s\n", "[1.08566667e-01 2.32733333e-01 2.78366667e-01 ... 1.00162300e+03\n", " 1.00222197e+03 1.00229827e+03] s\n", "[5.09000000e-02 1.41500000e-01 1.78000000e-01 ... 1.00305103e+03\n", " 1.00308573e+03 1.00320097e+03] s\n", "[5.31333333e-02 1.03666667e-01 1.53300000e-01 ... 1.00303063e+03\n", " 1.00307697e+03 1.00317993e+03] s\n", "[ 1.07826667 12.3112 12.31486667 14.2511 27.4198\n", " 30.91253333 30.9215 33.05496667 58.4105 58.55296667\n", " 58.58736667 58.59353333 59.39716667 70.81716667 70.83883333\n", " 76.57036667 95.09873333 95.1015 101.42496667 107.8018\n", " 107.80626667 107.81043333 121.0003 128.2615 129.02223333\n", " 139.4876 139.4938 139.50716667 139.51046667 139.55793333\n", " 145.93563333 151.2282 151.60956667 151.66566667 167.50973333\n", " 174.60583333 177.40663333 181.69333333 182.86976667 183.38333333\n", " 184.34376667 189.7167 219.16986667 222.62963333 224.79766667\n", " 226.18016667 237.28093333 237.58186667 242.84453333 262.1452\n", " 262.41263333 265.78826667 296.3797 298.916 302.28076667\n", " 308.90903333 308.92323333 308.93836667 308.94716667 318.96963333\n", " 319.63866667 319.8342 320.09606667 320.18366667 328.34783333\n", " 331.2077 331.60933333 334.38626667 340.99223333 358.31646667\n", " 365.08286667 376.42253333 381.3227 383.25973333 383.73793333\n", " 413.31486667 421.27536667 425.2251 444.187 444.2065\n", " 447.2336 453.368 457.6195 463.47646667 466.23433333\n", " 467.05453333 468.86613333 468.96733333 469.88496667 475.28143333\n", " 483.55286667 483.99156667 507.3704 509.27916667 513.52263333\n", " 534.3481 534.51463333 536.077 551.50313333 551.6222\n", " 552.98613333 553.35766667 553.3827 553.51153333 553.5577\n", " 553.6076 553.76603333 553.781 554.26326667 554.27663333\n", " 554.29363333 555.0429 555.19923333 555.33093333 555.41216667\n", " 555.52843333 572.68773333 588.7495 595.0848 595.10773333\n", " 602.88123333 631.17396667 634.66426667 636.034 636.09486667\n", " 651.9467 662.39443333 662.406 666.75366667 672.69153333\n", " 702.39186667 713.0634 713.09943333 714.3583 718.41156667\n", " 723.98666667 749.88853333 749.89243333 772.40876667 784.3304\n", " 798.8999 799.99463333 801.4804 812.4352 823.63466667\n", " 823.64683333 823.6702 829.8897 832.6285 923.1489\n", " 935.44736667 936.4012 945.48666667 945.79616667 960.0329\n", " 960.37583333 960.5006 960.5351 960.59666667 960.63696667\n", " 960.64936667 960.68676667 960.71026667 960.7197 960.7292\n", " 960.7361 960.74123333 960.80936667 960.84783333 960.93983333\n", " 960.97066667 961.04073333 961.15063333 961.27333333 961.2944\n", " 961.46023333 961.7489 961.77993333 962.3545 962.78046667\n", " 962.85066667 963.2652 963.26856667 964.8643 965.4843\n", " 969.4131 970.18586667 980.80693333 980.9646 984.7128\n", " 986.67803333 988.63806667 988.76253333 989.03703333 989.33133333\n", " 989.33833333 997.06773333 1000.756 ] s\n", "[4.23666667e-02 5.66100000e-01 1.08370000e+00 ... 1.00281340e+03\n", " 1.00282813e+03 1.00306457e+03] s\n", "[8.60666667e-02 5.04600000e-01 6.38733333e-01 ... 9.98154767e+02\n", " 9.98165067e+02 1.00281803e+03] s\n", "[9.16300000e-01 1.08510000e+00 2.27180000e+00 ... 1.00132313e+03\n", " 1.00179697e+03 1.00270280e+03] s\n", "[2.66666667e-02 9.91666667e-02 1.84166667e-01 ... 1.00303317e+03\n", " 1.00311623e+03 1.00319537e+03] s\n", "[4.40666667e-02 1.13833333e-01 1.60300000e-01 ... 1.00307000e+03\n", " 1.00308017e+03 1.00313513e+03] s\n", "[ 1.3874 2.52736667 3.50066667 5.46866667 6.81016667\n", " 7.35983333 8.36196667 9.13766667 10.45736667 11.00926667\n", " 12.315 13.43056667 15.4217 18.32686667 19.5691\n", " 21.12203333 21.4264 21.445 24.65366667 25.28126667\n", " 29.32276667 29.9545 30.0312 30.60693333 30.70986667\n", " 31.4082 37.3978 37.46763333 37.52206667 38.46466667\n", " 38.68746667 39.93386667 40.8917 42.18593333 42.927\n", " 43.4618 43.82576667 44.14443333 45.38676667 45.86066667\n", " 47.1289 47.1396 49.5602 49.8081 49.9226\n", " 49.9334 49.96866667 50.09696667 50.1156 50.48376667\n", " 50.73323333 52.18373333 54.7113 54.9405 55.87623333\n", " 55.99696667 56.27113333 57.305 58.1407 59.12096667\n", " 62.09133333 63.56856667 63.77563333 67.01996667 67.5436\n", " 70.8706 71.73033333 73.44713333 77.46883333 77.67483333\n", " 78.68516667 78.91983333 80.73573333 80.92383333 82.3241\n", " 83.0879 83.09533333 85.13066667 85.1814 85.38856667\n", " 86.81773333 88.20056667 88.38063333 88.4504 90.58346667\n", " 91.7623 93.32376667 94.5893 97.0694 97.50533333\n", " 98.5813 101.92776667 103.11406667 103.33163333 104.3938\n", " 104.52886667 104.56616667 105.57893333 105.63063333 106.8935\n", " 107.49816667 107.80376667 109.3881 109.44466667 109.92203333\n", " 111.5785 112.82653333 115.66773333 116.2599 116.50193333\n", " 116.78506667 118.57916667 120.0321 120.09673333 121.82053333\n", " 122.2104 122.71293333 122.83853333 122.94513333 123.865\n", " 126.36613333 128.00506667 128.16903333 128.4319 129.34716667\n", " 129.51463333 130.13466667 133.61123333 135.9322 136.63123333\n", " 138.60693333 139.04396667 139.71133333 140.0494 141.72836667\n", " 143.18076667 143.71143333 143.8797 145.85956667 148.1501\n", " 148.17776667 148.24606667 150.4017 150.87096667 151.11566667\n", " 152.79446667 153.58683333 153.7183 154.21193333 154.9625\n", " 155.82416667 160.99363333 161.57376667 161.90486667 164.10023333\n", " 164.4875 167.23016667 167.57396667 169.20366667 169.23783333\n", " 169.43436667 169.71326667 171.08333333 171.39216667 171.8236\n", " 172.5763 172.64793333 172.73603333 173.01643333 174.91936667\n", " 177.4653 180.3477 183.49696667 184.09723333 184.3304\n", " 184.89373333 185.7218 186.93006667 188.48623333 188.85016667\n", " 189.38806667 189.53503333 194.4465 196.51336667 196.58513333\n", " 197.4714 199.74663333 200.54146667 206.3709 209.79273333\n", " 210.6545 211.46356667 212.08866667 212.2242 214.98843333\n", " 216.59333333 216.6914 216.91363333 216.99053333 217.02143333\n", " 217.8196 217.91893333 218.22026667 218.2773 220.2927\n", " 220.5126 220.78946667 222.1474 222.1723 223.15453333\n", " 224.42473333 225.41633333 227.24713333 227.5598 228.02313333\n", " 228.46946667 231.3664 231.40976667 231.46776667 233.8791\n", " 235.7817 236.00713333 236.18636667 236.34083333 237.04183333\n", " 238.45133333 239.23953333 239.93516667 240.96946667 241.37206667\n", " 241.4173 241.4219 242.3563 243.27906667 243.41883333\n", " 243.96873333 245.7373 247.7414 247.95836667 248.7096\n", " 248.92446667 249.8848 250.93503333 252.6082 252.88306667\n", " 254.75933333 256.87306667 258.87636667 259.39713333 259.4635\n", " 261.431 261.54743333 261.74686667 262.59526667 262.8243\n", " 264.37266667 265.7966 268.6874 268.7885 269.0934\n", " 271.47246667 272.30036667 272.60513333 273.3022 274.01783333\n", " 275.4936 278.5782 278.84766667 279.2154 279.97846667\n", " 280.24923333 284.00446667 284.73026667 286.04786667 286.15326667\n", " 286.47653333 286.7559 289.02576667 289.5543 289.96936667\n", " 292.18646667 292.28826667 293.3739 294.46716667 295.31903333\n", " 296.045 296.36973333 297.04723333 297.89533333 297.93133333\n", " 298.10963333 298.34603333 300.28633333 301.56233333 301.56763333\n", " 302.06556667 302.14923333 302.865 303.04206667 303.22673333\n", " 304.1712 304.34333333 304.66003333 304.74136667 305.09416667\n", " 306.20983333 308.9234 310.56576667 311.23696667 318.1244\n", " 318.16853333 320.77336667 321.15606667 322.48543333 322.5107\n", " 322.7216 326.0383 326.1067 329.2262 337.15813333\n", " 338.60026667 338.6608 339.51946667 340.37313333 340.9914\n", " 340.9927 341.04396667 342.1916 342.51763333 342.74743333\n", " 342.99846667 348.06906667 348.27126667 349.35586667 349.39453333\n", " 349.62576667 351.16306667 351.5349 352.56223333 354.00256667\n", " 355.4224 356.37136667 356.41933333 357.39793333 358.3814\n", " 360.55233333 363.21363333 366.4297 369.63413333 371.6348\n", " 372.79993333 373.6601 373.84956667 374.20566667 374.49386667\n", " 375.73753333 379.2231 379.7072 380.30376667 380.754\n", " 382.1474 383.49873333 383.78876667 388.2761 389.01093333\n", " 389.10106667 392.3506 392.74073333 395.4528 396.18286667\n", " 396.62846667 398.172 398.43823333 400.9342 401.45203333\n", " 402.5881 407.80633333 408.8695 410.1459 410.73416667\n", " 410.8176 411.1626 411.69493333 415.22853333 416.08266667\n", " 417.0026 417.3431 420.96376667 429.19423333 430.63076667\n", " 431.99716667 433.79186667 436.87923333 437.28093333 437.30256667\n", " 439.60663333 439.9961 440.2573 440.95086667 441.0312\n", " 441.08153333 443.34986667 443.42703333 443.46146667 445.31506667\n", " 449.54663333 449.56843333 449.63933333 449.71376667 449.84276667\n", " 453.94396667 458.7966 462.1976 462.3109 462.36193333\n", " 462.3979 465.2508 465.78693333 467.53063333 468.6519\n", " 468.69213333 468.77643333 468.88133333 469.1336 474.112\n", " 474.2488 475.6193 476.00296667 477.94223333 481.12473333\n", " 486.86443333 487.32816667 487.76303333 490.1565 492.6335\n", " 493.14553333 494.71543333 495.21 495.27346667 495.92266667\n", " 496.34786667 499.19096667 499.23646667 500.29936667 501.74786667\n", " 504.174 507.37153333 508.71256667 510.39036667 510.74353333\n", " 514.75283333 515.36666667 517.04333333 517.73736667 517.77456667\n", " 517.7773 518.67103333 518.84733333 518.84926667 521.87946667\n", " 524.73016667 524.88396667 525.1448 526.6291 526.9402\n", " 528.58543333 530.0272 531.23003333 531.7873 536.15196667\n", " 536.32166667 536.57053333 538.43126667 540.43113333 540.85496667\n", " 541.04883333 541.9329 543.05946667 543.3824 543.7419\n", " 544.2798 547.04553333 547.6356 548.5886 549.72473333\n", " 550.99253333 555.12206667 555.72153333 557.98066667 560.00823333\n", " 560.87903333 562.90113333 562.9103 563.20336667 563.48433333\n", " 564.713 564.74776667 569.3509 571.8732 572.1936\n", " 572.2262 572.25866667 572.35126667 572.90493333 576.09503333\n", " 576.84553333 577.12326667 577.6514 577.89916667 578.69763333\n", " 578.8308 579.2901 579.5649 584.42883333 585.23923333\n", " 586.28773333 586.30023333 587.29563333 590.09816667 591.57113333\n", " 592.85436667 593.7301 596.0446 596.8919 597.65756667\n", " 598.4392 598.8208 599.07546667 599.47486667 600.63873333\n", " 602.87733333 603.80683333 604.57723333 605.08916667 605.9187\n", " 606.6402 607.58866667 609.2981 609.8409 610.16913333\n", " 610.4696 612.8064 613.65536667 613.8804 614.60103333\n", " 615.72253333 615.8271 616.32643333 616.6111 618.48413333\n", " 619.7232 620.4618 622.02533333 622.43203333 623.20143333\n", " 625.84753333 627.06143333 627.81643333 627.83516667 628.28193333\n", " 629.28106667 631.01126667 638.6543 640.3024 641.31693333\n", " 642.11356667 643.80633333 645.4498 645.85623333 646.24846667\n", " 646.549 646.90736667 647.90176667 648.1726 651.20696667\n", " 654.5933 655.8151 659.84516667 660.00126667 660.2914\n", " 662.41376667 665.61213333 666.2071 668.38906667 672.05623333\n", " 672.252 672.4729 672.5005 673.66806667 674.21026667\n", " 675.67886667 677.38956667 678.29123333 678.92096667 682.287\n", " 683.1386 683.8622 683.90873333 685.15716667 685.42336667\n", " 688.26316667 691.18103333 695.19276667 695.71193333 697.02933333\n", " 697.03756667 697.41006667 699.209 701.79023333 701.81696667\n", " 702.7299 703.15876667 703.34083333 705.53226667 707.1687\n", " 707.59176667 707.9887 710.8395 712.14086667 712.446\n", " 713.1721 714.5082 715.15183333 715.57176667 716.47216667\n", " 716.8966 716.9971 718.52156667 720.63173333 720.7038\n", " 721.49443333 721.80673333 723.3414 723.56416667 724.26423333\n", " 726.85826667 727.66453333 729.5215 730.34716667 731.02773333\n", " 732.11333333 732.51513333 732.58746667 732.731 732.93653333\n", " 732.9934 733.0387 733.65566667 733.7295 733.95423333\n", " 738.3384 738.93513333 740.5678 741.4124 741.64913333\n", " 741.7901 743.10163333 743.5395 745.0761 745.2197\n", " 745.95273333 750.23916667 751.30813333 752.0114 752.73716667\n", " 756.2188 757.3507 758.89823333 760.09566667 762.83503333\n", " 763.41333333 763.4217 765.56166667 767.44576667 767.738\n", " 768.42206667 768.76853333 768.96913333 769.51606667 772.21563333\n", " 772.97186667 773.46453333 775.9105 776.50486667 778.4965\n", " 779.4356 781.7639 782.15266667 786.68413333 786.7447\n", " 789.55416667 791.4341 792.91153333 794.56463333 795.4102\n", " 795.51043333 795.8284 796.74123333 798.8951 799.0764\n", " 800.8213 801.5854 806.98023333 806.99213333 811.45796667\n", " 811.8324 817.56603333 817.88566667 819.15446667 820.09666667\n", " 820.49603333 825.75193333 826.2276 829.52246667 832.3041\n", " 832.32253333 833.16896667 837.11223333 838.11996667 838.19153333\n", " 839.86186667 841.60426667 843.48553333 844.139 844.1862\n", " 844.40216667 844.4421 844.63116667 844.9352 846.18336667\n", " 849.93033333 850.28843333 850.69853333 854.44743333 855.37566667\n", " 856.78786667 858.772 858.9934 862.2366 862.6548\n", " 864.07613333 864.9886 868.4494 869.5607 870.71083333\n", " 870.7409 871.40476667 872.47886667 872.73216667 872.85673333\n", " 874.41 874.78276667 875.1899 876.825 878.44936667\n", " 879.65243333 881.61146667 882.3106 882.45393333 883.1449\n", " 884.22623333 884.24943333 884.298 884.3611 889.5932\n", " 889.8023 893.69203333 893.93163333 898.31713333 898.9502\n", " 898.97766667 900.32666667 901.28686667 901.99066667 902.0782\n", " 902.09983333 902.39933333 903.022 904.1396 904.19013333\n", " 904.43483333 904.45373333 904.4863 906.08636667 907.41353333\n", " 908.18953333 910.85683333 911.20443333 911.57646667 912.53693333\n", " 913.48273333 914.42456667 918.55713333 920.29876667 920.35176667\n", " 921.6436 922.43783333 922.51933333 923.71583333 924.30216667\n", " 926.92106667 927.2014 927.20406667 927.23093333 927.36656667\n", " 927.55176667 928.1542 929.9609 931.06413333 931.3323\n", " 931.9154 932.9979 933.0354 933.29123333 933.32286667\n", " 933.4742 933.71626667 934.83423333 936.6243 936.86616667\n", " 938.1616 940.124 940.9828 941.35693333 941.44743333\n", " 941.46373333 944.02603333 944.16443333 944.57666667 946.61143333\n", " 948.28463333 949.90673333 951.46973333 952.2454 953.8378\n", " 954.0232 958.03433333 959.3731 960.30083333 960.42796667\n", " 966.41586667 966.85616667 967.6908 967.79433333 967.81846667\n", " 967.86766667 968.647 968.72253333 970.99786667 972.1344\n", " 973.71726667 974.17133333 974.41466667 977.0957 978.1827\n", " 979.36316667 981.71846667 985.54793333 985.63176667 986.2067\n", " 989.308 990.68186667 990.89386667 991.06493333 991.2372\n", " 993.09346667 994.00936667 995.6609 995.93473333 1000.4141\n", " 1002.9963 ] s\n", "[4.85666667e-02 1.00666667e-01 1.47433333e-01 ... 1.00304610e+03\n", " 1.00315050e+03 1.00319153e+03] s\n", "[1.18333333e-02 3.73000000e-02 4.40666667e-02 ... 1.00301283e+03\n", " 1.00305517e+03 1.00319613e+03] s\n", "[ 12.31496667 34.75603333 139.48763333 168.40966667 177.41173333\n", " 183.37703333 184.3438 200.22833333 200.74343333 212.47703333\n", " 233.00936667 288.17713333 308.92343333 308.95113333 321.61336667\n", " 331.17403333 334.3798 340.9924 421.4497 431.5227\n", " 441.40163333 446.27773333 591.1579 602.881 630.79106667\n", " 649.7525 661.9095 715.7064 779.67923333 798.0933\n", " 885.2277 ] s\n", "[4.37666667e-02 1.02166667e-01 5.88433333e-01 ... 1.00225993e+03\n", " 1.00228620e+03 1.00240407e+03] s\n", "[1.86633333e-01 3.68966667e-01 3.75366667e-01 2.74636667e+00\n", " 4.02120000e+00 4.74516667e+00 4.84560000e+00 9.14613333e+00\n", " 9.19553333e+00 9.37276667e+00 1.11128000e+01 1.22676000e+01\n", " 1.23090000e+01 1.28683667e+01 1.46207000e+01 1.50170333e+01\n", " 1.60943333e+01 1.66639667e+01 1.80519000e+01 1.94013333e+01\n", " 2.15223000e+01 2.36036000e+01 2.46198000e+01 2.53880667e+01\n", " 2.59537333e+01 2.72583667e+01 2.90932667e+01 2.92186000e+01\n", " 3.25244667e+01 3.31182333e+01 3.33046333e+01 3.33354000e+01\n", " 3.33442333e+01 3.55515667e+01 3.69226667e+01 3.86547000e+01\n", " 3.86673000e+01 3.88431000e+01 4.07692000e+01 4.37395333e+01\n", " 4.38825667e+01 4.43000333e+01 4.46866000e+01 4.53055667e+01\n", " 4.82724333e+01 4.95876333e+01 5.49154333e+01 5.57644667e+01\n", " 5.61008000e+01 5.62650333e+01 5.80446000e+01 5.81625000e+01\n", " 5.83686667e+01 5.83971667e+01 5.88276333e+01 6.03816667e+01\n", " 6.18411667e+01 6.20881667e+01 6.23589000e+01 6.51873333e+01\n", " 6.76521333e+01 6.79464333e+01 6.89818667e+01 6.90989000e+01\n", " 6.94446667e+01 6.99060000e+01 7.08165667e+01 7.08566667e+01\n", " 7.34775667e+01 7.35169333e+01 7.39110667e+01 7.39395667e+01\n", " 7.55420667e+01 7.55577333e+01 7.65925333e+01 7.90772000e+01\n", " 7.96341333e+01 8.18138667e+01 8.30907333e+01 8.43683667e+01\n", " 8.51146667e+01 8.53348333e+01 8.67225667e+01 8.94013000e+01\n", " 9.02170333e+01 9.11784333e+01 9.13457667e+01 9.18392667e+01\n", " 9.50647667e+01 9.67749333e+01 9.83957000e+01 1.02554567e+02\n", " 1.03339600e+02 1.04303467e+02 1.08165333e+02 1.08540333e+02\n", " 1.08646900e+02 1.09309933e+02 1.10652300e+02 1.11121133e+02\n", " 1.13356433e+02 1.17145567e+02 1.21599933e+02 1.23610500e+02\n", " 1.27766000e+02 1.28270967e+02 1.29661600e+02 1.40968000e+02\n", " 1.41364667e+02 1.43447433e+02 1.47780667e+02 1.48544400e+02\n", " 1.49573433e+02 1.51602367e+02 1.51861133e+02 1.52485567e+02\n", " 1.52715300e+02 1.53718700e+02 1.54291267e+02 1.54767300e+02\n", " 1.54870500e+02 1.57881400e+02 1.59042367e+02 1.61185833e+02\n", " 1.61504100e+02 1.61763633e+02 1.61834133e+02 1.61921800e+02\n", " 1.64368400e+02 1.65199000e+02 1.67512033e+02 1.67540767e+02\n", " 1.68529000e+02 1.78370067e+02 1.84160067e+02 1.85016133e+02\n", " 1.86553233e+02 1.86717967e+02 1.91750967e+02 1.96333667e+02\n", " 1.97091867e+02 1.98320567e+02 1.99543667e+02 1.99897200e+02\n", " 2.00041233e+02 2.00136833e+02 2.00161167e+02 2.00822667e+02\n", " 2.04224900e+02 2.05811067e+02 2.08894933e+02 2.09957667e+02\n", " 2.11539833e+02 2.12219000e+02 2.12451567e+02 2.12547267e+02\n", " 2.13551500e+02 2.13946667e+02 2.15512433e+02 2.18039267e+02\n", " 2.18101833e+02 2.18125133e+02 2.18442433e+02 2.20031300e+02\n", " 2.20407800e+02 2.20866167e+02 2.24471367e+02 2.24720000e+02\n", " 2.24934700e+02 2.25475467e+02 2.26434100e+02 2.27596600e+02\n", " 2.28467900e+02 2.28906300e+02 2.29215100e+02 2.34737400e+02\n", " 2.35172167e+02 2.35240467e+02 2.37609633e+02 2.38078400e+02\n", " 2.38234133e+02 2.38258900e+02 2.38283967e+02 2.38496133e+02\n", " 2.40478933e+02 2.41327100e+02 2.43276767e+02 2.43700367e+02\n", " 2.44611533e+02 2.48835400e+02 2.48935767e+02 2.50170567e+02\n", " 2.50866067e+02 2.54510600e+02 2.54781533e+02 2.55176367e+02\n", " 2.55895667e+02 2.56150400e+02 2.56495367e+02 2.60206700e+02\n", " 2.62135200e+02 2.62621500e+02 2.63227833e+02 2.63766367e+02\n", " 2.66971933e+02 2.68134567e+02 2.69475433e+02 2.70128300e+02\n", " 2.71407433e+02 2.72317367e+02 2.72906367e+02 2.74348100e+02\n", " 2.74357433e+02 2.78055067e+02 2.80021167e+02 2.80577333e+02\n", " 2.80613033e+02 2.80712967e+02 2.82371000e+02 2.85914100e+02\n", " 2.86093833e+02 2.87345033e+02 2.87606400e+02 2.89024300e+02\n", " 2.89332233e+02 2.90344367e+02 2.91370433e+02 2.91853900e+02\n", " 2.92441267e+02 2.97131300e+02 2.98313867e+02 2.98508533e+02\n", " 3.00902333e+02 3.03307167e+02 3.03310067e+02 3.04905433e+02\n", " 3.04937067e+02 3.04938833e+02 3.06089533e+02 3.07319933e+02\n", " 3.08520333e+02 3.08820467e+02 3.10143267e+02 3.11674767e+02\n", " 3.11884433e+02 3.17737600e+02 3.18428033e+02 3.18730733e+02\n", " 3.23939567e+02 3.24253000e+02 3.24386000e+02 3.26398333e+02\n", " 3.27671367e+02 3.29695300e+02 3.30899000e+02 3.31255500e+02\n", " 3.31297800e+02 3.35153833e+02 3.36361667e+02 3.36527967e+02\n", " 3.36569733e+02 3.37076600e+02 3.37710733e+02 3.39518633e+02\n", " 3.40992700e+02 3.41044333e+02 3.48789600e+02 3.50455833e+02\n", " 3.52533400e+02 3.52960667e+02 3.53825133e+02 3.54146900e+02\n", " 3.55038600e+02 3.55254933e+02 3.55269833e+02 3.55708733e+02\n", " 3.58783333e+02 3.61514567e+02 3.61648167e+02 3.63276933e+02\n", " 3.63321167e+02 3.64020867e+02 3.68404633e+02 3.70581200e+02\n", " 3.70888167e+02 3.71236033e+02 3.71444467e+02 3.71464867e+02\n", " 3.72291233e+02 3.73997033e+02 3.74030133e+02 3.74156300e+02\n", " 3.74227333e+02 3.74671400e+02 3.75212633e+02 3.75835267e+02\n", " 3.79590800e+02 3.80033133e+02 3.80476567e+02 3.80965967e+02\n", " 3.81335467e+02 3.81967767e+02 3.82800967e+02 3.83760533e+02\n", " 3.86510933e+02 3.86834900e+02 3.88101700e+02 3.90069000e+02\n", " 3.92593833e+02 3.92746767e+02 3.92772333e+02 3.93216367e+02\n", " 3.93371733e+02 3.96409433e+02 3.96454967e+02 3.98031667e+02\n", " 3.98270933e+02 3.98924567e+02 3.99238933e+02 3.99329433e+02\n", " 4.01593933e+02 4.01928900e+02 4.01997767e+02 4.02505633e+02\n", " 4.04428900e+02 4.07200500e+02 4.07388433e+02 4.11625033e+02\n", " 4.16584967e+02 4.17150900e+02 4.17779400e+02 4.17873800e+02\n", " 4.17890500e+02 4.17979633e+02 4.18034767e+02 4.18196733e+02\n", " 4.20524333e+02 4.20720633e+02 4.21045833e+02 4.21197633e+02\n", " 4.22213067e+02 4.22681300e+02 4.25482600e+02 4.25572300e+02\n", " 4.25830100e+02 4.28231100e+02 4.34818233e+02 4.35980967e+02\n", " 4.37249633e+02 4.37583800e+02 4.41099667e+02 4.41279800e+02\n", " 4.41324133e+02 4.41344800e+02 4.41362233e+02 4.41422367e+02\n", " 4.41486500e+02 4.41559933e+02 4.42302800e+02 4.45999033e+02\n", " 4.46017200e+02 4.46074067e+02 4.46323500e+02 4.47179967e+02\n", " 4.47454167e+02 4.48560900e+02 4.49801433e+02 4.54345433e+02\n", " 4.55090267e+02 4.57007567e+02 4.62594800e+02 4.63219833e+02\n", " 4.66585767e+02 4.67845700e+02 4.68487433e+02 4.68894400e+02\n", " 4.70787767e+02 4.74807900e+02 4.75052267e+02 4.75529533e+02\n", " 4.76167367e+02 4.76988933e+02 4.81163700e+02 4.83347333e+02\n", " 4.83401667e+02 4.83819733e+02 4.84795433e+02 4.85624000e+02\n", " 4.86970533e+02 4.86993567e+02 4.87261400e+02 4.87344500e+02\n", " 4.87551933e+02 4.88604100e+02 4.90937933e+02 4.91044500e+02\n", " 4.91064200e+02 4.93089000e+02 4.94715267e+02 4.97017200e+02\n", " 4.98000167e+02 4.99217267e+02 5.01706900e+02 5.01886100e+02\n", " 5.02562333e+02 5.03144800e+02 5.04181900e+02 5.04584967e+02\n", " 5.04809833e+02 5.05050633e+02 5.05147433e+02 5.05594767e+02\n", " 5.05996900e+02 5.06950433e+02 5.07043700e+02 5.08571633e+02\n", " 5.10594867e+02 5.11246700e+02 5.14225667e+02 5.15165167e+02\n", " 5.18558067e+02 5.19199067e+02 5.19283267e+02 5.21050467e+02\n", " 5.23642700e+02 5.25274333e+02 5.26650333e+02 5.30733533e+02\n", " 5.31494767e+02 5.31591467e+02 5.36424600e+02 5.37255533e+02\n", " 5.37423033e+02 5.38077100e+02 5.38405067e+02 5.40934467e+02\n", " 5.43131567e+02 5.43194033e+02 5.50418200e+02 5.50674867e+02\n", " 5.50700500e+02 5.50799033e+02 5.53409800e+02 5.54507700e+02\n", " 5.56484833e+02 5.56756733e+02 5.60253000e+02 5.64030433e+02\n", " 5.64352200e+02 5.64780500e+02 5.64790300e+02 5.64843300e+02\n", " 5.68243767e+02 5.68833567e+02 5.68862300e+02 5.69325200e+02\n", " 5.70262367e+02 5.71387233e+02 5.71543633e+02 5.72543167e+02\n", " 5.72710200e+02 5.72771533e+02 5.73867333e+02 5.75402400e+02\n", " 5.76203100e+02 5.79239500e+02 5.79250033e+02 5.79837100e+02\n", " 5.80164500e+02 5.84479267e+02 5.85365967e+02 5.86781800e+02\n", " 5.87366200e+02 5.88691533e+02 5.91467300e+02 5.96059967e+02\n", " 5.97167833e+02 5.98225467e+02 5.98498133e+02 5.98837200e+02\n", " 5.99072100e+02 5.99085567e+02 6.00959300e+02 6.01020500e+02\n", " 6.01840600e+02 6.02171433e+02 6.04289100e+02 6.04498667e+02\n", " 6.04609233e+02 6.04902500e+02 6.07298667e+02 6.09244667e+02\n", " 6.11069767e+02 6.14331233e+02 6.14689367e+02 6.16558600e+02\n", " 6.16684533e+02 6.16963300e+02 6.16986200e+02 6.17542733e+02\n", " 6.17830467e+02 6.18117300e+02 6.22187000e+02 6.23931300e+02\n", " 6.24117133e+02 6.27494200e+02 6.28949133e+02 6.29091733e+02\n", " 6.29162400e+02 6.29334067e+02 6.32788900e+02 6.33040600e+02\n", " 6.36034100e+02 6.36047500e+02 6.39476000e+02 6.42022633e+02\n", " 6.42324833e+02 6.42624600e+02 6.43080567e+02 6.46502433e+02\n", " 6.48182233e+02 6.48208933e+02 6.48251100e+02 6.50839267e+02\n", " 6.53737267e+02 6.57406600e+02 6.58077733e+02 6.58483633e+02\n", " 6.59042000e+02 6.59179867e+02 6.61016733e+02 6.62824133e+02\n", " 6.64823167e+02 6.65749200e+02 6.71110800e+02 6.72672400e+02\n", " 6.72927133e+02 6.73948433e+02 6.78250367e+02 6.79248267e+02\n", " 6.79377933e+02 6.79696200e+02 6.83273367e+02 6.83451333e+02\n", " 6.83669733e+02 6.84338600e+02 6.84862333e+02 6.85160500e+02\n", " 6.85250700e+02 6.85486400e+02 6.88106800e+02 6.88344967e+02\n", " 6.88757633e+02 6.91212600e+02 6.91261400e+02 6.91767300e+02\n", " 6.93419567e+02 6.95687100e+02 6.96914333e+02 6.97212300e+02\n", " 6.97479600e+02 6.97555633e+02 6.97638067e+02 6.98253300e+02\n", " 6.98332900e+02 6.98634400e+02 6.99256100e+02 7.01540333e+02\n", " 7.01816600e+02 7.02400667e+02 7.02667400e+02 7.02775167e+02\n", " 7.03135967e+02 7.03283167e+02 7.04437800e+02 7.06036900e+02\n", " 7.13082000e+02 7.15678667e+02 7.16334233e+02 7.20774133e+02\n", " 7.21206767e+02 7.21527933e+02 7.21693267e+02 7.24808200e+02\n", " 7.26105967e+02 7.26631400e+02 7.26664167e+02 7.26757000e+02\n", " 7.27420200e+02 7.32426267e+02 7.33393300e+02 7.34187733e+02\n", " 7.35306133e+02 7.35865167e+02 7.41206833e+02 7.42223500e+02\n", " 7.42885100e+02 7.45285967e+02 7.46024833e+02 7.47293367e+02\n", " 7.49851367e+02 7.51145300e+02 7.51752200e+02 7.52067433e+02\n", " 7.52938767e+02 7.57459333e+02 7.59412133e+02 7.59740900e+02\n", " 7.62596567e+02 7.63926433e+02 7.66106700e+02 7.66413133e+02\n", " 7.66917667e+02 7.67948667e+02 7.68252833e+02 7.69604500e+02\n", " 7.69702367e+02 7.76690733e+02 7.77662900e+02 7.79067033e+02\n", " 7.83611033e+02 7.84429433e+02 7.86813067e+02 7.88855500e+02\n", " 7.92143633e+02 7.93806033e+02 7.93953400e+02 7.95344133e+02\n", " 7.96104233e+02 7.96145200e+02 7.96158833e+02 7.96294167e+02\n", " 7.96898800e+02 7.97612433e+02 7.98959367e+02 7.99400567e+02\n", " 7.99555100e+02 8.02126667e+02 8.02592467e+02 8.05049900e+02\n", " 8.07375067e+02 8.12265167e+02 8.13010367e+02 8.13294000e+02\n", " 8.14165033e+02 8.14617100e+02 8.15428533e+02 8.15818833e+02\n", " 8.15820933e+02 8.16940033e+02 8.17253300e+02 8.20290467e+02\n", " 8.21041500e+02 8.21361133e+02 8.21859900e+02 8.22832167e+02\n", " 8.23790433e+02 8.25899367e+02 8.26092633e+02 8.26227400e+02\n", " 8.26232667e+02 8.27598900e+02 8.27649600e+02 8.29472333e+02\n", " 8.30239733e+02 8.32611300e+02 8.33484767e+02 8.34369933e+02\n", " 8.34924433e+02 8.35428600e+02 8.35989500e+02 8.36658133e+02\n", " 8.38249000e+02 8.40259333e+02 8.41286933e+02 8.42874700e+02\n", " 8.43670267e+02 8.44083900e+02 8.44111833e+02 8.44495333e+02\n", " 8.44682867e+02 8.44944400e+02 8.49140367e+02 8.49811600e+02\n", " 8.50216167e+02 8.50921033e+02 8.51236200e+02 8.51281033e+02\n", " 8.52855600e+02 8.55117233e+02 8.56264333e+02 8.56900500e+02\n", " 8.57234867e+02 8.57291733e+02 8.57620333e+02 8.59017367e+02\n", " 8.65815067e+02 8.66211267e+02 8.68203000e+02 8.68325133e+02\n", " 8.69144400e+02 8.69367267e+02 8.70569333e+02 8.73337067e+02\n", " 8.74321867e+02 8.75284767e+02 8.75543000e+02 8.79327067e+02\n", " 8.81946133e+02 8.83141467e+02 8.83257600e+02 8.83806433e+02\n", " 8.83824633e+02 8.84215400e+02 8.84228067e+02 8.84421400e+02\n", " 8.84474600e+02 8.85571667e+02 8.88165800e+02 8.89894900e+02\n", " 8.94726633e+02 8.95943367e+02 8.96769167e+02 9.00894033e+02\n", " 9.01852967e+02 9.02229867e+02 9.02884300e+02 9.02908467e+02\n", " 9.03219333e+02 9.03301233e+02 9.06245000e+02 9.09440667e+02\n", " 9.10690667e+02 9.14911367e+02 9.14916667e+02 9.14936800e+02\n", " 9.23240900e+02 9.25934967e+02 9.26589900e+02 9.26643367e+02\n", " 9.27352900e+02 9.27415300e+02 9.27767533e+02 9.29964400e+02\n", " 9.31220800e+02 9.31561100e+02 9.33338167e+02 9.33606633e+02\n", " 9.33665767e+02 9.33770100e+02 9.34416133e+02 9.34562933e+02\n", " 9.35000767e+02 9.37195067e+02 9.38372567e+02 9.39033233e+02\n", " 9.39097567e+02 9.39217233e+02 9.39273900e+02 9.39420833e+02\n", " 9.39439433e+02 9.39498667e+02 9.41013867e+02 9.43956000e+02\n", " 9.44564833e+02 9.47111700e+02 9.48209200e+02 9.50893233e+02\n", " 9.53773800e+02 9.59452600e+02 9.60167867e+02 9.60436367e+02\n", " 9.60529200e+02 9.60561600e+02 9.60593333e+02 9.60624067e+02\n", " 9.60635833e+02 9.61640700e+02 9.61676233e+02 9.67085167e+02\n", " 9.67846367e+02 9.67874033e+02 9.68174667e+02 9.68176500e+02\n", " 9.68340600e+02 9.68561100e+02 9.68782900e+02 9.70217933e+02\n", " 9.70567900e+02 9.76557167e+02 9.77221333e+02 9.77460733e+02\n", " 9.78843300e+02 9.79380933e+02 9.79654033e+02 9.80004200e+02\n", " 9.80300867e+02 9.82407500e+02 9.83009733e+02 9.83111100e+02\n", " 9.85494867e+02 9.88335167e+02 9.88850067e+02 9.92325033e+02\n", " 9.92438733e+02 9.93941200e+02 9.96666700e+02 9.98422500e+02\n", " 9.98605600e+02 9.98990133e+02 9.99020800e+02 9.99590033e+02\n", " 9.99640567e+02 1.00028470e+03] s\n", "[5.14666667e-02 1.11166667e-01 4.19100000e-01 ... 1.00255240e+03\n", " 1.00257540e+03 1.00267423e+03] s\n", "[1.03000000e-02 1.56766667e-01 2.35566667e-01 ... 1.00216707e+03\n", " 1.00245263e+03 1.00253930e+03] s\n", "[ 1.95796667 2.0045 2.49573333 ... 999.03093333 1000.5322\n", " 1002.75303333] s\n", "[3.72666667e-02 6.87666667e-02 1.49200000e-01 ... 1.00286087e+03\n", " 1.00296013e+03 1.00307390e+03] s\n", "[1.02100000e-01 1.07870000e+00 2.36010000e+00 ... 1.00125183e+03\n", " 1.00135657e+03 1.00162550e+03] s\n", "[5.23333333e-02 5.96333333e-02 1.19366667e-01 ... 1.00267567e+03\n", " 1.00276317e+03 1.00289823e+03] s\n", "[3.93333333e-03 7.40000000e-03 4.03666667e-02 ... 1.00309630e+03\n", " 1.00316503e+03 1.00318323e+03] s\n", "[4.70000000e-02 1.44233333e-01 1.86600000e-01 ... 1.00296430e+03\n", " 1.00307163e+03 1.00320423e+03] s\n", "[5.06733333e-01 1.95770000e+00 3.70223333e+00 ... 9.99012867e+02\n", " 9.99735133e+02 1.00199660e+03] s\n", "[1.04200000e-01 2.47533333e-01 3.40333333e-01 ... 1.00302373e+03\n", " 1.00307417e+03 1.00313047e+03] s\n", "[2.42900000e-01 3.32633333e-01 4.50433333e-01 ... 1.00273777e+03\n", " 1.00283960e+03 1.00305617e+03] s\n", "[5.49033333e-01 7.19966667e-01 1.94980000e+00 ... 1.00082443e+03\n", " 1.00105240e+03 1.00200990e+03] s\n", "[5.61000000e-02 1.02533333e-01 2.44366667e-01 ... 1.00311923e+03\n", " 1.00317820e+03 1.00318177e+03] s\n", "[8.74666667e-02 1.68266667e-01 1.83766667e-01 ... 1.00306920e+03\n", " 1.00308783e+03 1.00318450e+03] s\n", "[1.81266667e-01 5.42966667e-01 7.42900000e-01 ... 1.00282790e+03\n", " 1.00288980e+03 1.00316660e+03] s\n", "[3.49000000e-02 9.80000000e-02 1.20866667e-01 ... 1.00303923e+03\n", " 1.00304083e+03 1.00315783e+03] s\n", "[ 1.0492 1.0936 1.4621 2.23316667 3.69656667\n", " 5.5901 7.5343 8.20256667 8.24526667 8.3885\n", " 10.33826667 11.08073333 12.31256667 12.31496667 13.43666667\n", " 13.73213333 19.4567 21.80243333 22.09463333 25.73306667\n", " 27.51806667 27.53643333 27.55053333 27.59766667 27.7766\n", " 28.44926667 28.6383 30.82543333 34.06376667 34.56556667\n", " 37.6204 39.49943333 42.66496667 43.94233333 44.6328\n", " 44.7505 44.8441 47.5634 48.24473333 48.84146667\n", " 50.29943333 52.39793333 52.6111 53.8473 54.7764\n", " 55.22193333 56.38566667 58.28406667 58.98953333 62.31096667\n", " 62.54013333 64.27186667 66.8941 67.00173333 67.97013333\n", " 69.0768 69.3001 70.81706667 71.67963333 73.92216667\n", " 75.13626667 76.45416667 80.36116667 82.40033333 82.8665\n", " 83.29583333 84.32046667 84.40053333 84.45203333 86.8052\n", " 87.37526667 89.29616667 89.46776667 91.207 93.83076667\n", " 95.0728 97.53083333 98.22946667 98.5851 101.74673333\n", " 101.82156667 103.48873333 104.6808 104.71046667 104.8285\n", " 105.4754 105.59536667 105.86093333 106.4271 106.74493333\n", " 108.71323333 108.9585 111.3115 112.1331 112.302\n", " 112.48206667 113.21963333 115.2121 116.5876 119.8031\n", " 121.1501 123.66606667 123.93266667 124.15586667 124.8594\n", " 127.43436667 131.0691 132.68916667 132.8609 137.33466667\n", " 137.55953333 138.09526667 141.77593333 144.59263333 146.42253333\n", " 146.63893333 147.8709 148.09273333 148.9566 149.59416667\n", " 150.0419 150.47126667 151.65366667 152.42303333 154.57453333\n", " 154.7393 154.92386667 155.5692 159.9196 159.99196667\n", " 161.90673333 161.9359 162.84623333 164.69346667 165.80483333\n", " 165.94263333 167.26243333 168.43453333 168.60226667 169.0146\n", " 169.2458 171.24163333 171.2933 175.1987 175.5997\n", " 175.96 181.71743333 182.07796667 184.16096667 184.29303333\n", " 186.70826667 188.07446667 189.7472 191.84213333 191.97223333\n", " 193.47156667 194.70086667 196.25653333 200.87003333 201.1692\n", " 202.1359 205.05523333 205.14253333 205.29416667 205.62236667\n", " 207.0502 209.82963333 210.66496667 212.53373333 212.67376667\n", " 213.23293333 214.42226667 214.6536 215.37616667 215.50676667\n", " 218.1881 218.28543333 218.31343333 218.3757 218.50626667\n", " 221.30553333 221.83676667 224.02253333 224.466 226.60943333\n", " 227.9876 228.41393333 229.4074 230.6879 230.98446667\n", " 231.8168 231.86376667 231.9278 232.3389 232.875\n", " 233.20916667 233.29633333 236.49453333 238.2324 238.2527\n", " 238.27516667 238.30756667 239.02636667 239.86493333 244.63416667\n", " 244.7004 244.76076667 244.85676667 245.0187 249.7676\n", " 249.88176667 249.9967 250.05403333 250.7382 251.4997\n", " 254.47006667 254.62976667 254.69343333 256.50293333 257.83873333\n", " 258.84623333 260.29306667 261.2142 261.27246667 262.9227\n", " 262.94916667 268.60193333 272.3727 272.56343333 272.6467\n", " 273.50606667 274.0317 275.17863333 278.53273333 280.947\n", " 281.11703333 283.6474 284.64823333 285.318 285.9035\n", " 286.0771 286.8724 288.70753333 292.59506667 293.0056\n", " 293.60266667 294.13596667 294.2274 294.9167 295.30566667\n", " 296.67096667 296.8998 297.5354 297.86286667 298.88273333\n", " 299.53443333 304.03453333 305.23816667 305.67413333 305.9414\n", " 307.5982 311.2173 311.80033333 312.13116667 312.224\n", " 315.17083333 315.77963333 316.1849 317.23506667 317.49913333\n", " 317.73753333 318.69373333 318.89263333 322.54436667 324.28583333\n", " 325.93086667 326.2683 330.3141 331.7346 333.33696667\n", " 335.04853333 335.9982 336.09963333 336.60446667 336.77063333\n", " 337.1099 338.23493333 338.40773333 338.46786667 340.01706667\n", " 340.68243333 340.99223333 342.12943333 342.2318 343.06946667\n", " 343.56306667 343.571 344.24566667 346.4173 347.1646\n", " 347.62933333 348.72536667 350.45606667 351.91993333 357.11003333\n", " 357.48486667 358.46786667 359.1386 359.49106667 359.67343333\n", " 361.8876 362.38033333 362.76323333 363.26263333 366.2732\n", " 367.72936667 368.648 368.75416667 368.84406667 369.44553333\n", " 370.1542 370.79496667 371.93086667 372.0563 373.20893333\n", " 373.4507 374.18173333 374.69983333 375.66856667 376.06283333\n", " 376.19486667 376.7046 377.77393333 381.41573333 381.9084\n", " 381.98656667 382.13206667 382.22643333 383.1014 383.70373333\n", " 388.02406667 388.30306667 388.97486667 390.08926667 391.00806667\n", " 392.51473333 393.3396 394.03726667 395.17843333 399.4693\n", " 399.50416667 400.1773 400.69773333 400.9397 401.14866667\n", " 402.1514 402.19493333 402.27973333 403.04146667 404.86176667\n", " 405.3615 408.13443333 413.41686667 414.19106667 415.21973333\n", " 417.50956667 417.53823333 419.33013333 421.19866667 421.45276667\n", " 421.85536667 422.7924 425.29523333 425.96623333 426.79163333\n", " 427.38716667 428.50166667 428.95933333 430.1837 431.87823333\n", " 433.41736667 433.7721 433.92186667 434.18086667 438.71443333\n", " 440.1259 441.03163333 441.82003333 447.66616667 448.69216667\n", " 451.64313333 451.84526667 452.4358 454.1153 454.73533333\n", " 457.0131 457.3375 458.1559 458.60473333 458.65283333\n", " 459.4152 459.91373333 461.1808 463.9017 469.3233\n", " 471.56293333 472.4916 472.64043333 475.78126667 476.00293333\n", " 476.1197 476.3383 476.4721 476.72286667 478.28983333\n", " 480.67153333 483.0903 483.74506667 486.56 486.74483333\n", " 488.18473333 490.3714 492.3315 494.44703333 495.97456667\n", " 496.05776667 498.35266667 498.53503333 499.60756667 502.2701\n", " 502.3506 504.05453333 505.06193333 505.63953333 507.1715\n", " 508.65793333 509.03383333 509.924 510.5742 511.6455\n", " 512.32756667 512.6257 512.6965 512.89536667 513.35523333\n", " 514.66443333 518.22166667 518.45363333 519.90106667 521.41543333\n", " 524.0113 525.45186667 525.4797 525.4944 525.5257\n", " 525.5553 526.8739 527.07976667 528.14286667 530.7962\n", " 532.6191 532.7014 532.91596667 534.60413333 534.8475\n", " 536.39856667 537.39663333 537.66673333 537.7107 537.75753333\n", " 539.76113333 540.0551 543.81386667 544.1973 545.6169\n", " 546.6179 547.44616667 548.9015 549.2214 549.65793333\n", " 549.92183333 550.22583333 550.7505 550.82916667 551.17856667\n", " 551.2953 551.70323333 552.127 552.33433333 552.39246667\n", " 552.5225 553.025 553.08413333 553.22473333 554.07823333\n", " 554.30453333 555.44736667 556.7819 556.8003 556.83476667\n", " 558.26616667 558.6804 558.78663333 561.983 562.60673333\n", " 562.6844 563.09833333 565.84133333 566.46426667 566.8526\n", " 567.0843 569.5605 570.81526667 571.3973 571.9383\n", " 572.81636667 573.41036667 575.09293333 575.41886667 577.07603333\n", " 578.10926667 578.5027 579.1805 579.28043333 579.59166667\n", " 580.08286667 581.31416667 581.35896667 583.2979 583.9803\n", " 584.16113333 584.46336667 584.5979 584.64403333 585.2267\n", " 586.51036667 587.6059 592.31163333 593.46983333 593.94173333\n", " 594.38023333 594.75086667 596.29836667 596.6573 596.73133333\n", " 597.12336667 601.65933333 605.4437 605.62853333 607.87956667\n", " 607.92926667 607.98796667 608.6833 609.7075 610.5271\n", " 612.2927 612.58 612.9443 613.20983333 614.2168\n", " 615.79416667 617.34093333 617.3702 618.41356667 618.5307\n", " 618.6074 619.0223 619.70276667 620.18816667 622.756\n", " 623.24266667 624.9038 625.80576667 626.16646667 626.78003333\n", " 629.95163333 631.0949 631.27193333 633.95213333 634.6827\n", " 635.77963333 636.52183333 637.4774 638.99223333 639.57976667\n", " 639.9106 641.81933333 642.7185 643.1087 643.53813333\n", " 644.9003 647.19686667 647.41583333 648.22173333 648.7615\n", " 649.73296667 649.80443333 651.34596667 651.43653333 652.3621\n", " 655.2004 655.39016667 655.83626667 657.56206667 658.38146667\n", " 662.35633333 663.25013333 663.53193333 663.77046667 665.24266667\n", " 665.3314 667.01566667 668.99183333 671.9099 672.79803333\n", " 673.03333333 673.567 673.84183333 673.98486667 675.35763333\n", " 678.62573333 679.31223333 679.4003 679.8703 679.8903\n", " 679.89966667 681.67303333 683.9048 684.22953333 684.55103333\n", " 684.60206667 685.54326667 686.25603333 686.72326667 686.8811\n", " 687.6714 688.34506667 689.50376667 690.60153333 690.68973333\n", " 691.7731 691.77456667 692.66186667 693.37136667 693.77483333\n", " 694.6811 694.7271 694.86216667 695.77763333 698.78386667\n", " 700.52076667 702.71413333 703.9015 704.12126667 705.93796667\n", " 706.0038 706.7044 708.4081 709.8389 710.16923333\n", " 710.52896667 710.74773333 711.6671 713.5215 713.80666667\n", " 714.14576667 715.8217 716.69223333 722.27136667 722.47773333\n", " 723.1126 725.2231 726.06746667 726.85836667 726.97723333\n", " 727.43003333 728.8316 729.43196667 729.65063333 731.71236667\n", " 732.01356667 733.2391 733.316 733.49166667 736.8536\n", " 737.45523333 738.33556667 738.45066667 738.58113333 739.50886667\n", " 739.53073333 739.60143333 740.75306667 743.13986667 743.5448\n", " 745.1229 745.50206667 745.54963333 746.73226667 746.9423\n", " 747.98083333 748.1451 749.02076667 750.24076667 750.72266667\n", " 750.91003333 751.76683333 751.99883333 757.1583 758.5161\n", " 761.07913333 761.36243333 762.1198 762.50856667 762.65623333\n", " 765.4828 766.6463 766.83383333 767.4831 768.49436667\n", " 769.06586667 769.77266667 769.96216667 770.18306667 771.1321\n", " 771.8828 773.4448 775.98836667 779.36276667 779.93726667\n", " 781.74726667 782.91556667 783.65196667 783.93803333 785.76676667\n", " 786.52146667 787.33316667 787.5653 787.69696667 788.52776667\n", " 788.71543333 790.47696667 791.1105 791.3713 791.59956667\n", " 791.69393333 793.77333333 794.7778 796.33063333 796.3819\n", " 796.45673333 796.69676667 798.9978 799.14826667 800.43153333\n", " 800.70056667 803.3018 803.34536667 806.34906667 807.68056667\n", " 808.7307 808.84676667 810.5605 812.51296667 813.37063333\n", " 813.48653333 814.6366 814.6611 816.3336 818.67366667\n", " 819.11276667 819.7527 820.59236667 820.60696667 820.6262\n", " 820.6744 820.7111 820.9969 821.18616667 822.45306667\n", " 825.1851 826.47416667 827.10583333 827.3968 828.9688\n", " 830.48146667 832.6645 833.48213333 834.93476667 836.68516667\n", " 837.12216667 840.46476667 840.8701 842.1874 842.99806667\n", " 843.4077 844.98456667 845.15283333 845.18693333 846.22523333\n", " 846.27386667 846.47673333 847.759 850.1571 850.34403333\n", " 850.67796667 851.2607 851.27436667 851.3171 851.61636667\n", " 852.78156667 856.46 857.50763333 857.5694 857.61246667\n", " 858.29206667 858.5967 858.75243333 858.7964 858.99996667\n", " 859.1371 860.24793333 862.0505 863.49706667 863.50526667\n", " 863.5071 863.5171 863.5948 863.59726667 865.0744\n", " 865.34226667 865.57176667 865.76396667 866.29603333 867.4267\n", " 867.6905 871.25666667 875.7243 875.74713333 884.14216667\n", " 885.21823333 885.47103333 885.50903333 885.74923333 886.55546667\n", " 886.6134 886.88136667 888.86286667 889.09393333 893.297\n", " 894.25513333 894.5784 894.8981 897.78243333 898.2558\n", " 898.29056667 900.99466667 901.48743333 905.83593333 909.69536667\n", " 909.73286667 911.3645 912.08436667 913.22066667 914.152\n", " 915.30063333 915.3689 917.2377 918.09646667 920.5998\n", " 920.92766667 922.23083333 922.28563333 927.41766667 927.72886667\n", " 927.74826667 927.7643 927.77813333 928.04123333 928.336\n", " 930.53456667 934.66653333 940.4868 943.1633 945.89713333\n", " 946.79116667 947.19316667 950.66993333 951.00106667 951.2841\n", " 953.18003333 955.055 956.0913 956.20063333 958.01356667\n", " 958.97513333 960.83723333 960.90413333 960.93166667 960.9636\n", " 960.9727 961.0218 961.10623333 961.13106667 961.24213333\n", " 961.33016667 961.4573 961.5182 961.6882 961.79603333\n", " 962.0096 962.2814 963.05546667 963.50403333 964.28426667\n", " 965.1158 965.2118 965.4514 965.6221 965.98676667\n", " 967.63696667 968.11253333 969.60533333 970.6181 971.38793333\n", " 973.88913333 976.44063333 977.04003333 978.87393333 979.4154\n", " 980.74563333 980.7585 980.9262 981.01293333 982.10196667\n", " 983.19766667 990.30633333 991.63136667 992.85836667 992.9289\n", " 994.0938 994.23896667 994.61453333 994.8727 996.1209\n", " 998.0114 999.108 999.21143333 1000.1011 1000.6386\n", " 1001.20376667 1001.84153333 1002.0203 ] s\n", "[3.41966667e-01 4.92366667e-01 6.49400000e-01 ... 1.00262137e+03\n", " 1.00281687e+03 1.00295240e+03] s\n", "[8.79333333e-02 2.34666667e-01 3.29966667e-01 ... 1.00276400e+03\n", " 1.00282583e+03 1.00294530e+03] s\n", "[ 1.05283333 1.08733333 1.09616667 ... 1002.26193333 1002.8984\n", " 1003.15086667] s\n", "[1.70266667e-01 1.37226667e+00 1.49236667e+00 3.37056667e+00\n", " 3.55803333e+00 3.56230000e+00 8.73813333e+00 9.44786667e+00\n", " 9.51643333e+00 1.01194333e+01 1.18769667e+01 1.23109333e+01\n", " 1.23150000e+01 1.53556667e+01 1.66027000e+01 1.81135000e+01\n", " 1.84887000e+01 2.14729333e+01 2.15054667e+01 2.18879667e+01\n", " 2.19484333e+01 2.59241000e+01 2.67529667e+01 2.68374667e+01\n", " 2.75056333e+01 2.86887333e+01 2.87244667e+01 3.15535667e+01\n", " 3.24072667e+01 3.32818667e+01 3.33019333e+01 3.33208333e+01\n", " 3.68653667e+01 3.91584667e+01 3.92361667e+01 3.92890000e+01\n", " 4.22549000e+01 4.36639333e+01 4.42307667e+01 4.45271667e+01\n", " 4.74698000e+01 4.91535333e+01 4.95783000e+01 5.00440667e+01\n", " 5.27021667e+01 5.57129667e+01 5.58413333e+01 5.60196333e+01\n", " 5.62058333e+01 5.81179000e+01 6.18738000e+01 6.19004000e+01\n", " 6.20417667e+01 6.76720000e+01 6.79254667e+01 6.79279000e+01\n", " 7.02916333e+01 7.08117000e+01 7.09604667e+01 7.22088333e+01\n", " 7.24463333e+01 7.26772667e+01 7.32377000e+01 7.33084000e+01\n", " 7.34809667e+01 7.35767667e+01 7.46418000e+01 7.77379000e+01\n", " 7.79624333e+01 7.95428667e+01 7.95624000e+01 7.95881000e+01\n", " 8.52133000e+01 8.53690333e+01 8.54503333e+01 8.54754000e+01\n", " 8.75739000e+01 8.78169333e+01 9.15096000e+01 9.27560000e+01\n", " 9.72259000e+01 9.81203667e+01 9.81341667e+01 9.81498000e+01\n", " 9.81570667e+01 9.85250667e+01 1.00937733e+02 1.02450400e+02\n", " 1.03797067e+02 1.04911700e+02 1.07179933e+02 1.09426633e+02\n", " 1.10835733e+02 1.11058233e+02 1.16216933e+02 1.17161933e+02\n", " 1.17195600e+02 1.23285500e+02 1.23305800e+02 1.23339533e+02\n", " 1.23351567e+02 1.23594900e+02 1.24394633e+02 1.27079067e+02\n", " 1.29312767e+02 1.29507533e+02 1.29828433e+02 1.29837200e+02\n", " 1.30057700e+02 1.32569400e+02 1.33449433e+02 1.35972067e+02\n", " 1.36118533e+02 1.36131033e+02 1.37297100e+02 1.39509633e+02\n", " 1.41276633e+02 1.41317567e+02 1.41845167e+02 1.42334233e+02\n", " 1.42446867e+02 1.42476333e+02 1.42581700e+02 1.43075867e+02\n", " 1.45745200e+02 1.46402933e+02 1.48486400e+02 1.49926400e+02\n", " 1.53309733e+02 1.53430167e+02 1.54088200e+02 1.54324833e+02\n", " 1.56177767e+02 1.57162100e+02 1.61551733e+02 1.61574267e+02\n", " 1.61594967e+02 1.61634200e+02 1.61924100e+02 1.62455267e+02\n", " 1.66829367e+02 1.66948200e+02 1.67842067e+02 1.67929700e+02\n", " 1.68213133e+02 1.68488267e+02 1.69781467e+02 1.72884333e+02\n", " 1.73237833e+02 1.73703033e+02 1.73845833e+02 1.74263233e+02\n", " 1.76675733e+02 1.78492600e+02 1.79371033e+02 1.80226000e+02\n", " 1.80331100e+02 1.80476167e+02 1.80529433e+02 1.80544700e+02\n", " 1.80622400e+02 1.81576967e+02 1.82176767e+02 1.83533767e+02\n", " 1.85067733e+02 1.87832100e+02 1.89598433e+02 1.90149900e+02\n", " 1.91385567e+02 1.95451567e+02 1.96060733e+02 1.96221467e+02\n", " 1.96351733e+02 1.97822433e+02 1.98856633e+02 1.99898400e+02\n", " 2.00024233e+02 2.00126600e+02 2.00239967e+02 2.03344267e+02\n", " 2.04912967e+02 2.05285200e+02 2.12388700e+02 2.12491533e+02\n", " 2.12514467e+02 2.12572633e+02 2.12729933e+02 2.16337967e+02\n", " 2.17921033e+02 2.18020567e+02 2.18070667e+02 2.21239233e+02\n", " 2.23184833e+02 2.24603100e+02 2.24619400e+02 2.25349800e+02\n", " 2.26169500e+02 2.26193267e+02 2.26769500e+02 2.28359467e+02\n", " 2.30147700e+02 2.31504967e+02 2.32976700e+02 2.34908400e+02\n", " 2.35738900e+02 2.37181233e+02 2.39072767e+02 2.42338333e+02\n", " 2.44247600e+02 2.44405533e+02 2.44493867e+02 2.44528567e+02\n", " 2.44624833e+02 2.45074467e+02 2.45226567e+02 2.49250900e+02\n", " 2.49654500e+02 2.50496000e+02 2.50498067e+02 2.50550867e+02\n", " 2.52456433e+02 2.53360333e+02 2.54992533e+02 2.56081033e+02\n", " 2.56148033e+02 2.56196867e+02 2.56352467e+02 2.56366200e+02\n", " 2.56507233e+02 2.58110067e+02 2.59286767e+02 2.62202167e+02\n", " 2.62754967e+02 2.62816367e+02 2.63032467e+02 2.63261567e+02\n", " 2.64609200e+02 2.68332933e+02 2.69163200e+02 2.69171300e+02\n", " 2.72701367e+02 2.74956833e+02 2.75021633e+02 2.78989733e+02\n", " 2.80488167e+02 2.80546867e+02 2.80566300e+02 2.80698767e+02\n", " 2.80799300e+02 2.80918200e+02 2.80946967e+02 2.82229633e+02\n", " 2.82527033e+02 2.86389567e+02 2.86841200e+02 2.87220567e+02\n", " 2.88127100e+02 2.91907167e+02 2.92041233e+02 2.92279633e+02\n", " 2.92424100e+02 2.92449500e+02 2.92738333e+02 2.92784567e+02\n", " 2.92836833e+02 2.98018933e+02 2.98170433e+02 2.98455233e+02\n", " 2.98518267e+02 2.98866167e+02 2.98907867e+02 3.02095533e+02\n", " 3.03860033e+02 3.05050800e+02 3.05089367e+02 3.05376700e+02\n", " 3.09613567e+02 3.11461833e+02 3.11581467e+02 3.11747167e+02\n", " 3.13430333e+02 3.13468500e+02 3.13862800e+02 3.18428800e+02\n", " 3.18641233e+02 3.18706800e+02 3.18752900e+02 3.21820033e+02\n", " 3.22045933e+02 3.24466767e+02 3.30802733e+02 3.31016500e+02\n", " 3.31153967e+02 3.31203167e+02 3.31251267e+02 3.31268167e+02\n", " 3.35315500e+02 3.37079833e+02 3.40992433e+02 3.42253400e+02\n", " 3.42534833e+02 3.43026533e+02 3.43139867e+02 3.43367167e+02\n", " 3.49356500e+02 3.49524967e+02 3.49579367e+02 3.53425933e+02\n", " 3.53445900e+02 3.55636467e+02 3.55699367e+02 3.57268100e+02\n", " 3.60455467e+02 3.61697533e+02 3.61783367e+02 3.61785100e+02\n", " 3.61848467e+02 3.63143867e+02 3.63173033e+02 3.63227500e+02\n", " 3.63229033e+02 3.63245633e+02 3.63255767e+02 3.63328500e+02\n", " 3.63360100e+02 3.63365867e+02 3.63368967e+02 3.63424467e+02\n", " 3.63452767e+02 3.63679633e+02 3.63788200e+02 3.63914300e+02\n", " 3.64165867e+02 3.66800600e+02 3.67076400e+02 3.68520167e+02\n", " 3.68662367e+02 3.68692567e+02 3.73117700e+02 3.73937633e+02\n", " 3.74627900e+02 3.74644167e+02 3.76686033e+02 3.79399800e+02\n", " 3.80412100e+02 3.80987467e+02 3.83604933e+02 3.83749567e+02\n", " 3.84852667e+02 3.85126067e+02 3.86416833e+02 3.86587800e+02\n", " 3.86825233e+02 3.89741200e+02 3.91690500e+02 3.91958633e+02\n", " 3.92900500e+02 3.93025700e+02 3.93181100e+02 3.96899800e+02\n", " 3.97071967e+02 3.98090900e+02 3.99181733e+02 4.02225667e+02\n", " 4.04366867e+02 4.04965733e+02 4.04967667e+02 4.05022000e+02\n", " 4.05095867e+02 4.08227833e+02 4.08655233e+02 4.08941500e+02\n", " 4.10590433e+02 4.11002433e+02 4.11188567e+02 4.11352700e+02\n", " 4.11585600e+02 4.11593967e+02 4.12521633e+02 4.12845000e+02\n", " 4.15088733e+02 4.15631767e+02 4.17161700e+02 4.17874300e+02\n", " 4.18613000e+02 4.18998367e+02 4.20217233e+02 4.20824433e+02\n", " 4.20956633e+02 4.21116900e+02 4.21165000e+02 4.21206800e+02\n", " 4.21273567e+02 4.21310067e+02 4.21381267e+02 4.21394100e+02\n", " 4.21452633e+02 4.21454200e+02 4.21611200e+02 4.21719600e+02\n", " 4.22059867e+02 4.22348733e+02 4.25414033e+02 4.25633833e+02\n", " 4.25791967e+02 4.25832867e+02 4.29431633e+02 4.31531733e+02\n", " 4.31590033e+02 4.31838667e+02 4.33567700e+02 4.36131767e+02\n", " 4.37293533e+02 4.37646933e+02 4.37669933e+02 4.38654467e+02\n", " 4.40334367e+02 4.41116033e+02 4.41130633e+02 4.41179300e+02\n", " 4.41200133e+02 4.41211700e+02 4.41236167e+02 4.41247800e+02\n", " 4.41258700e+02 4.41267300e+02 4.41273233e+02 4.41280367e+02\n", " 4.41282533e+02 4.41310900e+02 4.41534500e+02 4.41577733e+02\n", " 4.41586233e+02 4.41685833e+02 4.42118633e+02 4.42230367e+02\n", " 4.42247000e+02 4.44112167e+02 4.45317333e+02 4.45460667e+02\n", " 4.45784800e+02 4.45790067e+02 4.45985600e+02 4.45991900e+02\n", " 4.46020133e+02 4.46053367e+02 4.46175333e+02 4.46205233e+02\n", " 4.46253700e+02 4.46334067e+02 4.46420467e+02 4.46540500e+02\n", " 4.46735367e+02 4.46890900e+02 4.46920033e+02 4.46953633e+02\n", " 4.46985867e+02 4.47155067e+02 4.49672300e+02 4.52290133e+02\n", " 4.52298333e+02 4.52307067e+02 4.52326300e+02 4.52409033e+02\n", " 4.52434467e+02 4.52842767e+02 4.53253900e+02 4.53261267e+02\n", " 4.53522567e+02 4.53731333e+02 4.53830867e+02 4.53879200e+02\n", " 4.55538933e+02 4.57065433e+02 4.57139167e+02 4.61344133e+02\n", " 4.62889533e+02 4.63109167e+02 4.63185033e+02 4.64446100e+02\n", " 4.66255667e+02 4.68503967e+02 4.68701267e+02 4.68920367e+02\n", " 4.69070900e+02 4.69096300e+02 4.70905067e+02 4.71786633e+02\n", " 4.73854300e+02 4.73947500e+02 4.74971500e+02 4.77038767e+02\n", " 4.80369767e+02 4.80519433e+02 4.83733167e+02 4.83872700e+02\n", " 4.84542767e+02 4.85065933e+02 4.87537100e+02 4.88875133e+02\n", " 4.90652467e+02 4.91030067e+02 4.92565633e+02 4.93220500e+02\n", " 4.93235867e+02 4.93307067e+02 4.93311433e+02 4.93598733e+02\n", " 4.93642067e+02 4.94960000e+02 4.96370433e+02 4.99367033e+02\n", " 5.05258133e+02 5.05333467e+02 5.05378900e+02 5.06892033e+02\n", " 5.10457967e+02 5.11365600e+02 5.11475067e+02 5.11531400e+02\n", " 5.11595433e+02 5.11666867e+02 5.11695833e+02 5.12095533e+02\n", " 5.12151767e+02 5.12994933e+02 5.13912633e+02 5.14676700e+02\n", " 5.15875100e+02 5.18976933e+02 5.19062867e+02 5.19138733e+02\n", " 5.19329733e+02 5.19489467e+02 5.22892133e+02 5.23792367e+02\n", " 5.25365867e+02 5.26599767e+02 5.29519067e+02 5.30218833e+02\n", " 5.30778533e+02 5.30907800e+02 5.31172133e+02 5.31590367e+02\n", " 5.31735533e+02 5.31791700e+02 5.32182500e+02 5.32760533e+02\n", " 5.32795033e+02 5.37240933e+02 5.37470933e+02 5.38607267e+02\n", " 5.39014500e+02 5.39969467e+02 5.43384567e+02 5.45959833e+02\n", " 5.47304067e+02 5.47547367e+02 5.49741500e+02 5.50050933e+02\n", " 5.50217433e+02 5.50385467e+02 5.50692100e+02 5.50734400e+02\n", " 5.50771233e+02 5.54196833e+02 5.55043367e+02 5.56058700e+02\n", " 5.56310433e+02 5.56389033e+02 5.56475367e+02 5.58433800e+02\n", " 5.59954400e+02 5.61453400e+02 5.64798100e+02 5.64863233e+02\n", " 5.64887333e+02 5.65026500e+02 5.65594333e+02 5.69059567e+02\n", " 5.71808367e+02 5.72410900e+02 5.72741633e+02 5.72813000e+02\n", " 5.77694633e+02 5.78870400e+02 5.79086300e+02 5.83917767e+02\n", " 5.84170367e+02 5.84544167e+02 5.84653800e+02 5.85999300e+02\n", " 5.86765867e+02 5.86784267e+02 5.91126167e+02 5.92226133e+02\n", " 5.95706567e+02 5.96910500e+02 5.99448067e+02 6.04924267e+02\n", " 6.11043100e+02 6.11291700e+02 6.11368133e+02 6.14577667e+02\n", " 6.17096400e+02 6.17368667e+02 6.20241700e+02 6.24956467e+02\n", " 6.25166000e+02 6.25566967e+02 6.25813767e+02 6.25843800e+02\n", " 6.26557933e+02 6.28331800e+02 6.28397700e+02 6.28999833e+02\n", " 6.29396033e+02 6.29409833e+02 6.32903300e+02 6.34297400e+02\n", " 6.35315500e+02 6.36027533e+02 6.36030433e+02 6.36051500e+02\n", " 6.36276800e+02 6.37196300e+02 6.37197700e+02 6.38406367e+02\n", " 6.38585000e+02 6.38605067e+02 6.41073633e+02 6.41476033e+02\n", " 6.42143800e+02 6.42350233e+02 6.44245233e+02 6.44806367e+02\n", " 6.46809400e+02 6.48246367e+02 6.49547500e+02 6.49732867e+02\n", " 6.49863567e+02 6.54093900e+02 6.54570800e+02 6.54598600e+02\n", " 6.54676833e+02 6.54845167e+02 6.54872200e+02 6.56293533e+02\n", " 6.57382767e+02 6.60181700e+02 6.60217167e+02 6.60703433e+02\n", " 6.60824533e+02 6.60970367e+02 6.64498300e+02 6.64601633e+02\n", " 6.65931767e+02 6.66832033e+02 6.70063167e+02 6.70087133e+02\n", " 6.70263133e+02 6.72633500e+02 6.72654833e+02 6.72780033e+02\n", " 6.73545867e+02 6.77345167e+02 6.79434033e+02 6.79478533e+02\n", " 6.79725967e+02 6.80282833e+02 6.81049367e+02 6.82625433e+02\n", " 6.84044133e+02 6.84846767e+02 6.85503067e+02 6.87163233e+02\n", " 6.87845700e+02 6.87930500e+02 6.87978500e+02 6.88105833e+02\n", " 6.88149400e+02 6.96328567e+02 6.96660833e+02 6.97605733e+02\n", " 6.99252133e+02 7.05923700e+02 7.08862600e+02 7.09557233e+02\n", " 7.10886800e+02 7.14810333e+02 7.15580600e+02 7.15651867e+02\n", " 7.16811633e+02 7.21414700e+02 7.21541967e+02 7.21938333e+02\n", " 7.27461967e+02 7.31403167e+02 7.32848400e+02 7.33075700e+02\n", " 7.33472367e+02 7.33653967e+02 7.39491967e+02 7.40770033e+02\n", " 7.40977333e+02 7.41435400e+02 7.44277700e+02 7.44951567e+02\n", " 7.45071433e+02 7.45396467e+02 7.51219233e+02 7.51279033e+02\n", " 7.51386533e+02 7.51548233e+02 7.51627233e+02 7.52671600e+02\n", " 7.57070833e+02 7.57717400e+02 7.58814333e+02 7.59201800e+02\n", " 7.59762833e+02 7.60726267e+02 7.63738667e+02 7.67711567e+02\n", " 7.67807567e+02 7.68955833e+02 7.69242400e+02 7.69291200e+02\n", " 7.69927833e+02 7.72524133e+02 7.77397667e+02 7.77543433e+02\n", " 7.77693867e+02 7.77814533e+02 7.77884233e+02 7.80680500e+02\n", " 7.81583067e+02 7.90029300e+02 7.90064833e+02 7.90158800e+02\n", " 7.91038733e+02 7.95902133e+02 7.95928300e+02 7.96119600e+02\n", " 7.96292367e+02 7.96349400e+02 7.96442800e+02 7.98053000e+02\n", " 8.01220100e+02 8.01914033e+02 8.02150467e+02 8.02317033e+02\n", " 8.02373000e+02 8.02408667e+02 8.03440067e+02 8.04962300e+02\n", " 8.05222333e+02 8.08409100e+02 8.08430100e+02 8.14488700e+02\n", " 8.14500733e+02 8.15180067e+02 8.15966700e+02 8.17148367e+02\n", " 8.17170967e+02 8.20582400e+02 8.20620033e+02 8.20924667e+02\n", " 8.21882900e+02 8.26377733e+02 8.28148667e+02 8.29434167e+02\n", " 8.29623433e+02 8.31844833e+02 8.32016300e+02 8.33127667e+02\n", " 8.34319467e+02 8.36503100e+02 8.37590800e+02 8.40109433e+02\n", " 8.44346700e+02 8.44637600e+02 8.46139067e+02 8.46155700e+02\n", " 8.46335700e+02 8.50932433e+02 8.51159000e+02 8.51229800e+02\n", " 8.51271300e+02 8.51283600e+02 8.51419933e+02 8.52772900e+02\n", " 8.54317333e+02 8.56704333e+02 8.57360167e+02 8.59689467e+02\n", " 8.62944133e+02 8.63245967e+02 8.63282900e+02 8.64486767e+02\n", " 8.66211300e+02 8.68177333e+02 8.69127833e+02 8.69195033e+02\n", " 8.69494167e+02 8.70465367e+02 8.71736033e+02 8.75678367e+02\n", " 8.79329033e+02 8.79448433e+02 8.82481900e+02 8.82914867e+02\n", " 8.83045533e+02 8.84425367e+02 8.89108233e+02 8.90723200e+02\n", " 8.90793300e+02 8.93567567e+02 8.93959500e+02 8.96589067e+02\n", " 8.96990867e+02 9.02782467e+02 9.02836967e+02 9.02856367e+02\n", " 9.02877500e+02 9.03009933e+02 9.03153367e+02 9.04450767e+02\n", " 9.06714300e+02 9.08767100e+02 9.13353767e+02 9.13484300e+02\n", " 9.14493533e+02 9.14588233e+02 9.14809933e+02 9.14965000e+02\n", " 9.15246533e+02 9.20556900e+02 9.21031133e+02 9.21076833e+02\n", " 9.21588800e+02 9.24993667e+02 9.27244633e+02 9.27391667e+02\n", " 9.27917267e+02 9.28041667e+02 9.28059133e+02 9.31195367e+02\n", " 9.31320800e+02 9.31874133e+02 9.33018467e+02 9.33019800e+02\n", " 9.33328733e+02 9.33653700e+02 9.33861867e+02 9.34776433e+02\n", " 9.39243967e+02 9.39248133e+02 9.39393667e+02 9.39479467e+02\n", " 9.45505600e+02 9.45796400e+02 9.45918067e+02 9.46899067e+02\n", " 9.46901233e+02 9.47882833e+02 9.48046867e+02 9.48137733e+02\n", " 9.48174867e+02 9.50367433e+02 9.54017667e+02 9.56647633e+02\n", " 9.57432367e+02 9.59364900e+02 9.60143367e+02 9.60391433e+02\n", " 9.60565367e+02 9.60724267e+02 9.60727533e+02 9.60885567e+02\n", " 9.60897767e+02 9.60926300e+02 9.61072467e+02 9.61189033e+02\n", " 9.61589533e+02 9.61648633e+02 9.61969833e+02 9.62226600e+02\n", " 9.62249000e+02 9.62452433e+02 9.62523900e+02 9.62634467e+02\n", " 9.62701600e+02 9.62720167e+02 9.63129300e+02 9.64787333e+02\n", " 9.65232700e+02 9.65326033e+02 9.65420133e+02 9.65831667e+02\n", " 9.66440267e+02 9.67963900e+02 9.68835900e+02 9.69241000e+02\n", " 9.74419767e+02 9.74609533e+02 9.74631100e+02 9.74861667e+02\n", " 9.75805833e+02 9.79581667e+02 9.79640367e+02 9.81925033e+02\n", " 9.82010833e+02 9.85850667e+02 9.86366433e+02 9.87456500e+02\n", " 9.88767200e+02 9.88964333e+02 9.89321233e+02 9.90356000e+02\n", " 9.91437600e+02 9.92894100e+02 9.93439500e+02 9.98145033e+02\n", " 9.98593833e+02 9.98658867e+02 9.98723900e+02 9.98838800e+02\n", " 9.99006867e+02 9.99103267e+02 9.99220833e+02 1.00012873e+03\n", " 1.00160703e+03 1.00195490e+03 1.00284713e+03] s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[2.82633333e-01 2.91166667e-01 3.58466667e-01 ... 1.00300693e+03\n", " 1.00310143e+03 1.00319853e+03] s\n", "[2.08333333e-02 1.62366667e-01 4.51566667e-01 ... 1.00301887e+03\n", " 1.00306613e+03 1.00313537e+03] s\n", "[ 1.07856667 3.57106667 8.41136667 9.2752 9.51063333\n", " 9.5217 12.3151 12.31796667 14.23896667 14.6699\n", " 14.9017 15.1604 16.0419 18.97106667 19.29623333\n", " 19.35296667 19.41506667 19.45583333 20.45086667 22.66676667\n", " 24.7757 25.24016667 25.276 25.368 28.0461\n", " 28.33713333 30.91233333 33.2147 33.25336667 34.37383333\n", " 35.01646667 41.8128 43.90886667 44.8343 45.4509\n", " 47.3237 47.6606 48.96703333 51.35886667 57.9768\n", " 58.17483333 58.86706667 65.53366667 65.55446667 66.1663\n", " 68.91253333 68.95473333 70.05886667 70.6965 70.81693333\n", " 70.83506667 72.68616667 72.8863 73.6025 77.346\n", " 80.22956667 81.65443333 91.4921 94.16293333 94.5295\n", " 100.74003333 101.71 103.1408 105.55 106.9384\n", " 107.35186667 107.8052 108.63443333 108.71686667 112.01043333\n", " 112.03543333 112.04736667 112.65713333 119.46076667 121.\n", " 122.97986667 124.36983333 127.0133 128.92533333 137.3532\n", " 137.3702 137.43326667 139.50116667 139.5105 139.55843333\n", " 140.58416667 142.13966667 142.7638 143.74416667 145.95693333\n", " 150.74323333 152.8829 156.28563333 157.11606667 158.41223333\n", " 159.04836667 159.0532 164.3046 167.5208 168.7624\n", " 175.82093333 177.40643333 177.412 181.55783333 184.3992\n", " 187.04776667 188.16553333 190.71643333 193.41353333 193.46543333\n", " 196.17463333 200.2258 212.14676667 214.31553333 215.00416667\n", " 216.1063 216.16233333 216.2484 219.9126 220.68533333\n", " 227.30296667 227.87936667 228.79076667 230.8037 230.95133333\n", " 231.83663333 240.51436667 240.60093333 248.0652 248.2243\n", " 250.19826667 253.97666667 254.4218 260.97133333 261.9877\n", " 263.7725 265.1995 267.65003333 268.16 268.58046667\n", " 271.7201 276.53806667 276.94786667 277.48626667 277.5797\n", " 279.49953333 283.37146667 283.75723333 284.7012 286.7679\n", " 288.6574 289.44206667 296.6468 297.0404 297.77933333\n", " 300.38836667 302.2811 302.28836667 303.12116667 305.463\n", " 306.1723 307.28166667 309.5012 312.70063333 312.71853333\n", " 316.38323333 318.69256667 321.26626667 322.18493333 322.25246667\n", " 325.96873333 328.9984 329.35553333 329.85896667 332.8182\n", " 335.44826667 340.99263333 341.96183333 345.87546667 346.61653333\n", " 350.7232 354.44223333 356.3381 363.31986667 363.64733333\n", " 364.08766667 365.61036667 365.94606667 367.0101 369.54846667\n", " 374.33996667 377.7522 378.19023333 387.8894 389.44933333\n", " 390.1083 391.2029 391.68863333 396.77226667 400.3106\n", " 414.6409 415.83336667 418.9567 419.47103333 421.76536667\n", " 422.92816667 423.5368 423.59523333 425.83213333 427.76296667\n", " 430.894 435.37066667 435.38676667 440.56783333 442.62926667\n", " 444.2064 446.46786667 446.7188 446.885 447.28166667\n", " 447.67613333 448.48056667 452.84656667 453.87036667 462.0107\n", " 462.94676667 469.0407 469.3034 472.01276667 474.16983333\n", " 477.3764 478.1694 479.0751 482.09356667 484.17286667\n", " 488.57186667 489.70903333 492.17213333 495.89793333 497.99286667\n", " 498.211 499.13663333 499.16776667 500.60053333 508.0817\n", " 508.6858 511.39593333 513.1831 513.25793333 535.8427\n", " 538.3256 541.05386667 553.88873333 553.98783333 563.88193333\n", " 565.95576667 572.59546667 573.7501 573.85056667 578.3519\n", " 585.9375 585.97283333 592.16056667 594.28406667 594.47756667\n", " 594.72313333 595.1158 597.5086 598.6373 600.32986667\n", " 600.36456667 600.42496667 602.4041 606.39103333 613.20023333\n", " 614.43123333 615.0535 616.49973333 619.54906667 620.37506667\n", " 624.67903333 625.79126667 634.67973333 636.0343 638.78276667\n", " 638.97853333 639.32486667 639.78823333 640.21823333 640.27063333\n", " 646.51373333 654.62706667 660.37543333 660.92466667 663.22856667\n", " 667.05863333 681.878 682.2625 682.37646667 688.40093333\n", " 694.54563333 696.2781 696.93986667 700.3381 701.02363333\n", " 709.60786667 712.19736667 712.72786667 715.74136667 717.24163333\n", " 717.65463333 717.84053333 718.40246667 722.55946667 726.6056\n", " 726.78696667 729.10123333 730.44216667 738.21623333 739.0702\n", " 741.85083333 751.5018 756.61076667 758.9688 763.38176667\n", " 765.4575 765.7705 767.2025 769.38256667 775.28573333\n", " 776.28453333 776.6519 783.50733333 785.21346667 785.25956667\n", " 786.71403333 792.33836667 795.5441 795.68296667 799.0299\n", " 799.2317 799.4483 799.5509 803.3354 803.56336667\n", " 806.84393333 810.20203333 810.3276 810.74253333 816.37563333\n", " 824.59373333 827.5429 831.54926667 833.05293333 835.21496667\n", " 839.9341 844.47253333 846.0516 847.96406667 848.03413333\n", " 848.496 849.16563333 851.59696667 859.0262 859.42563333\n", " 859.45043333 859.68 860.15336667 861.95986667 872.80743333\n", " 874.02446667 875.17413333 882.38046667 884.65153333 896.4084\n", " 898.0718 904.8455 906.00933333 910.81733333 926.42056667\n", " 928.74636667 931.96893333 932.46283333 932.9279 935.41933333\n", " 939.10243333 941.06896667 942.2496 942.584 943.35706667\n", " 957.59003333 957.81293333 959.55496667 962.96043333 964.0789\n", " 965.09363333 973.69373333 976.94273333 976.97983333 977.11306667\n", " 977.4124 982.62336667 984.01076667 989.3351 990.1238\n", " 992.7953 ] s\n", "[1.87666667e-02 3.53266667e-01 3.98000000e-01 ... 1.00313677e+03\n", " 1.00319483e+03 1.00319787e+03] s\n", "[7.70666667e-02 3.82633333e-01 4.05833333e-01 ... 1.00184370e+03\n", " 1.00223187e+03 1.00235873e+03] s\n", "[3.41066667e-01 4.23400000e-01 1.19360000e+00 ... 1.00074480e+03\n", " 1.00147000e+03 1.00281087e+03] s\n", "[1.20466667e-01 1.52800000e-01 2.60633333e-01 ... 1.00295050e+03\n", " 1.00309373e+03 1.00320773e+03] s\n", "[7.31666667e-02 1.54166667e-01 2.40866667e-01 ... 1.00222253e+03\n", " 1.00310353e+03 1.00316983e+03] s\n", "[ 8.9057 10.1686 12.31123333 12.315 30.91213333\n", " 44.7591 56.37506667 58.6044 62.9023 67.00373333\n", " 68.44293333 70.81223333 70.81716667 70.83863333 76.58933333\n", " 76.62146667 95.07713333 95.08416667 95.10193333 107.8016\n", " 107.806 107.81043333 118.6605 139.491 139.51046667\n", " 148.20836667 164.0509 177.40653333 177.41203333 190.62856667\n", " 235.19673333 262.13563333 272.3017 272.31806667 272.3217\n", " 280.4621 289.12586667 296.3697 308.9232 308.95143333\n", " 334.3379 340.99236667 342.16976667 361.48036667 365.9574\n", " 377.69063333 383.76063333 387.11483333 392.5536 444.18743333\n", " 451.37593333 461.33323333 482.09386667 487.9755 489.2967\n", " 493.65916667 534.51443333 549.34303333 553.63683333 556.94836667\n", " 557.63936667 595.1077 599.0875 623.3835 630.276\n", " 636.03396667 636.06953333 662.39533333 680.3604 693.8709\n", " 708.52606667 713.07973333 713.0995 724.6924 742.31756667\n", " 749.8963 765.59613333 775.28573333 785.66153333 809.286\n", " 823.63466667 823.6586 826.23766667 845.4383 845.45133333\n", " 845.45286667 855.00346667 870.32213333 872.27806667 877.28486667\n", " 888.5545 890.32493333 921.9369 945.44333333 960.60686667\n", " 980.57496667 988.19666667 999.62793333] s\n", "[5.86600000e-01 7.70233333e-01 9.61133333e-01 ... 1.00195877e+03\n", " 1.00205657e+03 1.00287153e+03] s\n", "[ 1.07856667 1.08696667 3.7743 9.51926667 12.31093333\n", " 12.31483333 12.31773333 12.324 18.58586667 19.20053333\n", " 22.68366667 23.05183333 30.9125 34.74226667 39.24216667\n", " 40.98763333 41.15773333 41.67556667 53.65813333 60.21\n", " 65.41423333 67.66926667 67.91733333 69.30993333 70.80873333\n", " 70.81216667 70.8169 70.8342 70.8386 70.8567\n", " 74.39873333 74.6577 76.58653333 76.5894 78.80446667\n", " 78.84206667 79.65046667 95.06423333 95.08376667 95.09263333\n", " 95.09846667 95.10163333 99.9167 101.42496667 107.7859\n", " 107.80163333 107.8056 110.9977 116.6717 120.97636667\n", " 121.0001 130.80826667 133.227 139.4874 139.49083333\n", " 139.50096667 139.5101 139.54206667 139.55776667 139.56116667\n", " 145.95283333 146.43263333 151.60926667 159.04793333 159.05956667\n", " 163.78006667 164.12463333 165.58536667 167.49813333 171.09723333\n", " 177.40326667 177.4064 177.41163333 177.42383333 178.18893333\n", " 180.56246667 181.26096667 181.33573333 184.34376667 184.35873333\n", " 195.50423333 202.05216667 202.166 202.35143333 213.33996667\n", " 214.54516667 218.3613 219.985 220.21373333 222.6487\n", " 226.12943333 240.42066667 241.42266667 241.4266 244.24156667\n", " 246.2705 247.94473333 253.9442 254.76156667 256.31323333\n", " 260.11103333 264.884 265.78856667 272.32166667 283.75713333\n", " 296.37973333 302.28013333 302.28786667 304.8596 307.458\n", " 308.89093333 308.92316667 308.9275 308.93133333 308.94733333\n", " 308.9512 321.6024 328.34533333 328.34783333 334.37976667\n", " 340.01996667 340.9887 340.99213333 341.00966667 346.6979\n", " 358.0833 361.79596667 365.1618 365.18063333 365.19066667\n", " 365.73526667 365.98966667 366.2971 381.71033333 382.82946667\n", " 383.73686667 383.7605 391.9556 392.55326667 401.11133333\n", " 408.8948 411.6369 422.73346667 422.74903333 429.22816667\n", " 430.79603333 434.8154 437.487 444.05023333 444.24593333\n", " 445.9192 448.40836667 450.3031 451.63733333 454.42553333\n", " 455.69 459.11736667 461.9371 467.5158 470.2299\n", " 471.15226667 476.1813 476.24453333 481.84483333 481.9327\n", " 482.0939 485.14813333 487.65363333 494.5664 497.2908\n", " 497.40246667 497.4592 498.05566667 513.7851 522.08596667\n", " 522.1234 527.93506667 534.5144 539.5893 547.69613333\n", " 553.29736667 566.11926667 594.4949 594.5033 595.05773333\n", " 595.10766667 595.61306667 595.89796667 596.84846667 599.23976667\n", " 602.8808 613.3179 615.01396667 615.01906667 618.75616667\n", " 621.09903333 621.5506 629.4412 630.57193333 634.6644\n", " 634.69183333 634.695 634.72183333 634.72583333 636.03373333\n", " 636.06926667 636.09136667 640.1344 642.3222 646.15483333\n", " 649.46776667 651.9469 651.95446667 652.08063333 653.5602\n", " 662.394 664.9784 676.63063333 681.9631 688.07146667\n", " 695.71433333 697.96953333 699.8339 699.85016667 703.70356667\n", " 704.79743333 704.8542 705.94186667 707.47556667 709.8554\n", " 709.87963333 712.01826667 713.07936667 713.0857 718.23863333\n", " 718.5252 718.81413333 718.8869 719.0134 724.69213333\n", " 729.87453333 730.42476667 734.29703333 738.64426667 741.59946667\n", " 744.34256667 749.8924 749.8957 749.8994 754.01756667\n", " 756.71233333 767.7056 769.91533333 772.50133333 773.16603333\n", " 774.25333333 774.51313333 775.2854 775.28933333 776.63003333\n", " 777.03606667 779.4414 786.54173333 786.6784 787.34613333\n", " 787.44926667 788.05636667 788.99263333 790.19293333 790.27076667\n", " 792.63706667 806.01753333 808.1536 808.70846667 810.4844\n", " 813.55396667 819.4322 823.60236667 823.6315 823.63456667\n", " 823.65903333 832.62806667 838.61336667 839.69843333 842.643\n", " 842.69393333 851.28273333 861.5913 861.8305 870.49246667\n", " 872.99493333 882.4502 882.68893333 885.30596667 888.31966667\n", " 890.91776667 891.76963333 899.2756 903.1949 903.75646667\n", " 915.25536667 921.64606667 921.81876667 923.29296667 928.76413333\n", " 930.7589 931.33053333 931.74993333 935.65783333 935.85953333\n", " 945.10753333 948.2206 955.60603333 965.6396 965.92653333\n", " 966.11426667 966.37623333 970.73543333 973.18666667 977.0071\n", " 986.59133333 989.3386 992.58456667 997.0678 1002.37916667] s\n", "[3.84000000e-01 6.68400000e-01 1.15046667e+00 ... 1.00167860e+03\n", " 1.00176467e+03 1.00189213e+03] s\n", "[2.58733333e-01 1.11330000e+00 1.16096667e+00 ... 1.00245290e+03\n", " 1.00276627e+03 1.00310873e+03] s\n", "[4.72133333e-01 1.07853333e+00 1.08280000e+00 ... 1.00068060e+03\n", " 1.00134380e+03 1.00315683e+03] s\n", "[1.48933333e-01 3.37566667e-01 4.74533333e-01 ... 1.00296430e+03\n", " 1.00299843e+03 1.00303967e+03] s\n", "[1.91333333e-02 5.82666667e-02 9.91666667e-02 ... 1.00302603e+03\n", " 1.00312663e+03 1.00317890e+03] s\n", "[1.96000000e-02 4.24000000e-02 6.72333333e-02 ... 1.00311867e+03\n", " 1.00320370e+03 1.00320613e+03] s\n", "[5.70500000e-01 1.62866667e+00 1.71553333e+00 ... 1.00243643e+03\n", " 1.00292333e+03 1.00306803e+03] s\n", "[3.75133333e-01 3.81533333e-01 3.98566667e-01 ... 1.00317853e+03\n", " 1.00318173e+03 1.00319553e+03] s\n", "[7.06666667e-02 1.85700000e-01 2.07133333e-01 ... 1.00316960e+03\n", " 1.00318317e+03 1.00319737e+03] s\n", "[2.80800000e-01 5.27280000e+00 9.61923333e+00 1.08737333e+01\n", " 1.23109667e+01 1.23149000e+01 1.23312667e+01 1.24331000e+01\n", " 1.43351667e+01 1.62399000e+01 2.72885333e+01 2.88193000e+01\n", " 3.09122667e+01 3.37524000e+01 3.53865667e+01 3.58918667e+01\n", " 5.39557000e+01 5.80604333e+01 6.29425333e+01 7.00133667e+01\n", " 7.08171333e+01 7.08342333e+01 7.08388000e+01 7.08567000e+01\n", " 7.11078000e+01 7.34729333e+01 7.35345667e+01 7.88862667e+01\n", " 8.25493667e+01 8.52840667e+01 9.50786000e+01 9.50837333e+01\n", " 9.51016667e+01 9.62193000e+01 9.80320333e+01 1.05219867e+02\n", " 1.07801733e+02 1.12917200e+02 1.14069867e+02 1.26845967e+02\n", " 1.37260333e+02 1.39487467e+02 1.39491100e+02 1.39501767e+02\n", " 1.39510033e+02 1.39558067e+02 1.39561433e+02 1.45953067e+02\n", " 1.46741267e+02 1.47050667e+02 1.48258667e+02 1.48592700e+02\n", " 1.49666900e+02 1.50661500e+02 1.51610167e+02 1.51987233e+02\n", " 1.54125633e+02 1.55401500e+02 1.63783367e+02 1.68769567e+02\n", " 1.69184933e+02 1.77406500e+02 1.77412200e+02 1.77436367e+02\n", " 1.78225433e+02 1.82304267e+02 1.83359567e+02 1.94358333e+02\n", " 1.96600133e+02 2.01505233e+02 2.04921200e+02 2.08199733e+02\n", " 2.15971000e+02 2.24388500e+02 2.27316333e+02 2.32500367e+02\n", " 2.36935700e+02 2.39679400e+02 2.39701500e+02 2.39872033e+02\n", " 2.41422800e+02 2.44992867e+02 2.46246200e+02 2.51377833e+02\n", " 2.60104600e+02 2.60569867e+02 2.62991467e+02 2.68181033e+02\n", " 2.70780667e+02 2.75930033e+02 2.78183300e+02 2.78242967e+02\n", " 2.82287433e+02 2.83756833e+02 2.91308767e+02 2.92889667e+02\n", " 2.99695867e+02 3.02280233e+02 3.05084100e+02 3.05215667e+02\n", " 3.05820067e+02 3.05843600e+02 3.07674733e+02 3.08225767e+02\n", " 3.18705367e+02 3.19112267e+02 3.19417933e+02 3.24524133e+02\n", " 3.25642367e+02 3.27822367e+02 3.28373933e+02 3.30552600e+02\n", " 3.30924500e+02 3.33255533e+02 3.34395433e+02 3.34536067e+02\n", " 3.36940533e+02 3.37756167e+02 3.38021667e+02 3.39121767e+02\n", " 3.40992200e+02 3.41012433e+02 3.49175433e+02 3.50642400e+02\n", " 3.55625867e+02 3.61454500e+02 3.62678033e+02 3.69421933e+02\n", " 3.70249967e+02 3.75309767e+02 3.78050933e+02 3.80404600e+02\n", " 3.83741700e+02 3.91955800e+02 3.93678067e+02 3.94122967e+02\n", " 4.08873800e+02 4.12253967e+02 4.18934633e+02 4.25447167e+02\n", " 4.25732667e+02 4.37496867e+02 4.43628400e+02 4.51062467e+02\n", " 4.52353167e+02 4.53128400e+02 4.56591767e+02 4.60255033e+02\n", " 4.66234533e+02 4.69222667e+02 4.75161767e+02 4.75220833e+02\n", " 4.76056900e+02 4.76500567e+02 4.79181300e+02 4.82125267e+02\n", " 4.95990433e+02 4.99163467e+02 5.07201133e+02 5.07937233e+02\n", " 5.07984167e+02 5.11001833e+02 5.11509400e+02 5.11894533e+02\n", " 5.22532500e+02 5.25366833e+02 5.33338200e+02 5.34514600e+02\n", " 5.45771433e+02 5.50518800e+02 5.53573767e+02 5.70322100e+02\n", " 5.79773767e+02 5.80785633e+02 5.82062400e+02 5.87253100e+02\n", " 5.90605667e+02 5.94545933e+02 5.95084933e+02 6.03404500e+02\n", " 6.06240600e+02 6.15272100e+02 6.24159933e+02 6.25095600e+02\n", " 6.26067133e+02 6.30261867e+02 6.34691900e+02 6.36016200e+02\n", " 6.37758567e+02 6.38757133e+02 6.40025600e+02 6.43635800e+02\n", " 6.49499300e+02 6.49567200e+02 6.50121300e+02 6.52141367e+02\n", " 6.60512767e+02 6.61744433e+02 6.61840800e+02 6.62398367e+02\n", " 6.63769600e+02 6.67071933e+02 6.73258467e+02 6.74379467e+02\n", " 6.76955033e+02 6.79759400e+02 6.82845967e+02 6.82953833e+02\n", " 6.91344667e+02 6.91445500e+02 6.92587133e+02 6.94065367e+02\n", " 6.95715100e+02 6.95830300e+02 6.95919667e+02 6.96522033e+02\n", " 6.99930700e+02 7.00643500e+02 7.13067767e+02 7.18525533e+02\n", " 7.19054233e+02 7.22148967e+02 7.23302767e+02 7.24872800e+02\n", " 7.25074167e+02 7.28385433e+02 7.29459767e+02 7.33059400e+02\n", " 7.57417200e+02 7.57578933e+02 7.61441200e+02 7.64594700e+02\n", " 7.65500533e+02 7.67705133e+02 7.70398833e+02 7.75285833e+02\n", " 7.75289467e+02 7.75552500e+02 7.77674900e+02 7.81178300e+02\n", " 7.90100200e+02 7.98594733e+02 8.02214667e+02 8.02382467e+02\n", " 8.02513300e+02 8.07776833e+02 8.10538267e+02 8.10590233e+02\n", " 8.12637900e+02 8.12770733e+02 8.13925667e+02 8.14433667e+02\n", " 8.20128600e+02 8.20291733e+02 8.22499067e+02 8.22633900e+02\n", " 8.23631200e+02 8.23634567e+02 8.23849167e+02 8.27527367e+02\n", " 8.28941867e+02 8.34563267e+02 8.38261733e+02 8.39666000e+02\n", " 8.42379833e+02 8.44960367e+02 8.48409233e+02 8.48629733e+02\n", " 8.51056800e+02 8.57446567e+02 8.58491733e+02 8.70115700e+02\n", " 8.70140700e+02 8.76349700e+02 8.80562233e+02 8.82550833e+02\n", " 8.84268867e+02 8.96037333e+02 8.96777733e+02 8.96989933e+02\n", " 8.97265233e+02 8.97823400e+02 8.97845500e+02 9.03108333e+02\n", " 9.05404400e+02 9.09052467e+02 9.10945833e+02 9.14762800e+02\n", " 9.18122233e+02 9.24451500e+02 9.31330533e+02 9.34520333e+02\n", " 9.36013300e+02 9.39180233e+02 9.45803800e+02 9.45806200e+02\n", " 9.51990900e+02 9.53075933e+02 9.55894233e+02 9.67032833e+02\n", " 9.68393533e+02 9.68430600e+02 9.75928533e+02 9.77032200e+02\n", " 9.83411333e+02 9.87559500e+02 9.89173900e+02 9.89572833e+02\n", " 9.93526467e+02 9.93629533e+02 1.00066287e+03 1.00192117e+03\n", " 1.00288033e+03] s\n", "[3.87300000e-01 1.07880000e+00 1.29573333e+00 ... 1.00207553e+03\n", " 1.00277723e+03 1.00294460e+03] s\n", "[2.19233333e-01 3.98833333e-01 1.82556667e+00 ... 1.00212997e+03\n", " 1.00217267e+03 1.00229310e+03] s\n", "[2.95400000e-01 3.29133333e-01 3.45566667e-01 ... 1.00304800e+03\n", " 1.00315277e+03 1.00318447e+03] s\n", "[9.66333333e-02 1.89833333e-01 2.64333333e-01 ... 1.00305480e+03\n", " 1.00310260e+03 1.00317983e+03] s\n", "[ 1.07853333 1.08303333 1.0873 ... 1000.9037 1001.7874\n", " 1002.44313333] s\n", "[3.49333333e-02 8.56000000e-02 1.09533333e-01 ... 1.00310860e+03\n", " 1.00317423e+03 1.00318017e+03] s\n", "[5.86000000e-02 1.90000000e-01 2.73933333e-01 ... 1.00299690e+03\n", " 1.00306337e+03 1.00316850e+03] s\n", "[1.94000000e-01 2.92266667e-01 6.48333333e-01 ... 9.98213267e+02\n", " 9.98583567e+02 1.00108930e+03] s\n", "[1.85333333e-02 5.40666667e-02 7.89666667e-02 ... 1.00312037e+03\n", " 1.00315027e+03 1.00317037e+03] s\n", "[4.56333333e-02 2.05866667e-01 2.40733333e-01 ... 1.00178110e+03\n", " 1.00201053e+03 1.00312637e+03] s\n", "[1.91966667e-01 1.23152000e+01 1.91307333e+01 2.26840667e+01\n", " 2.32437000e+01 2.40952333e+01 3.00191667e+01 3.09125333e+01\n", " 3.15484000e+01 3.15821333e+01 3.41328667e+01 5.35727333e+01\n", " 5.61038000e+01 6.03933667e+01 6.56390667e+01 6.82116667e+01\n", " 7.07674333e+01 7.08171333e+01 7.81262667e+01 9.51015333e+01\n", " 1.06539400e+02 1.19480567e+02 1.21726167e+02 1.28629867e+02\n", " 1.39558067e+02 1.47180633e+02 1.55390433e+02 1.62702233e+02\n", " 1.65606233e+02 1.68396800e+02 1.86792000e+02 1.89711567e+02\n", " 1.92577567e+02 1.96956133e+02 2.04792833e+02 2.22617267e+02\n", " 2.22648567e+02 2.26539833e+02 2.39826767e+02 2.41421933e+02\n", " 2.61175933e+02 2.63391733e+02 2.65258733e+02 2.69728633e+02\n", " 2.71254133e+02 2.81748033e+02 2.87665400e+02 2.93625800e+02\n", " 3.00138967e+02 3.02280400e+02 3.06877000e+02 3.08922667e+02\n", " 3.08927333e+02 3.17292267e+02 3.20688633e+02 3.34740333e+02\n", " 3.40992433e+02 3.48245967e+02 3.65225300e+02 3.73750900e+02\n", " 3.75394433e+02 3.75450600e+02 3.83161833e+02 3.83705500e+02\n", " 3.87102200e+02 4.05852267e+02 4.12465800e+02 4.23763367e+02\n", " 4.69152200e+02 4.82463533e+02 4.91623667e+02 4.98697067e+02\n", " 5.20300067e+02 5.20380333e+02 5.41653633e+02 5.57716400e+02\n", " 5.70273000e+02 5.86914100e+02 5.87804133e+02 5.97315233e+02\n", " 6.12206700e+02 6.24171533e+02 6.34268533e+02 6.34573633e+02\n", " 6.34730067e+02 6.36068900e+02 6.36342200e+02 6.43425867e+02\n", " 6.56367800e+02 6.56375600e+02 6.59113633e+02 6.62478467e+02\n", " 6.73974200e+02 6.91699700e+02 7.12003833e+02 7.12057233e+02\n", " 7.13463133e+02 7.36163167e+02 7.36683967e+02 7.37446400e+02\n", " 7.42670967e+02 7.45802467e+02 7.46542567e+02 7.63853167e+02\n", " 7.65568967e+02 7.75285700e+02 7.78872533e+02 7.82082633e+02\n", " 7.83475333e+02 7.86123800e+02 7.86959367e+02 7.88040167e+02\n", " 8.09974267e+02 8.19359733e+02 8.27466800e+02 8.95630067e+02\n", " 8.97813233e+02 9.09881300e+02 9.16296933e+02 9.24407800e+02\n", " 9.34764267e+02 9.42478100e+02 9.42974833e+02 9.79320000e+02\n", " 9.97792900e+02] s\n", "[2.70000000e-02 4.21333333e-01 8.50566667e-01 ... 1.00028247e+03\n", " 1.00046283e+03 1.00077140e+03] s\n", "[2.66133333e-01 2.78166667e-01 2.51470000e+00 ... 1.00084970e+03\n", " 1.00273863e+03 1.00286793e+03] s\n", "[9.76666667e-03 5.14333333e-02 1.77566667e-01 ... 1.00290127e+03\n", " 1.00293110e+03 1.00320203e+03] s\n", "[9.20333333e-02 2.23533333e-01 3.04133333e-01 ... 1.00264993e+03\n", " 1.00275497e+03 1.00284430e+03] s\n", "[8.69433333e-01 2.32910000e+00 2.69326667e+00 2.80796667e+00\n", " 4.18453333e+00 6.50136667e+00 6.88910000e+00 8.85030000e+00\n", " 9.78263333e+00 1.06173667e+01 1.23151333e+01 1.39427333e+01\n", " 1.50640667e+01 1.70458667e+01 1.95596333e+01 2.02126333e+01\n", " 2.15024000e+01 2.16154667e+01 2.16580000e+01 2.29524667e+01\n", " 2.30172333e+01 2.36995667e+01 2.47123667e+01 2.61256333e+01\n", " 2.82668333e+01 3.06507333e+01 3.44617333e+01 3.47078667e+01\n", " 3.61393667e+01 3.74446000e+01 3.85799000e+01 4.22009667e+01\n", " 4.23065333e+01 4.23197667e+01 4.30764667e+01 4.37327000e+01\n", " 4.70320000e+01 4.85734000e+01 5.07498333e+01 5.07743333e+01\n", " 5.17525667e+01 5.31650333e+01 5.36082333e+01 5.59302000e+01\n", " 5.61197000e+01 5.80706333e+01 5.84532000e+01 6.14757667e+01\n", " 6.33685667e+01 6.71799333e+01 6.84309333e+01 6.84436000e+01\n", " 6.99761000e+01 7.00387667e+01 7.07904667e+01 7.08388333e+01\n", " 7.12480667e+01 7.32664333e+01 7.33418000e+01 7.42523333e+01\n", " 7.70098667e+01 7.98321333e+01 8.10088333e+01 8.36186000e+01\n", " 8.36696667e+01 8.44267000e+01 8.64234000e+01 8.68758667e+01\n", " 8.84311333e+01 9.18386667e+01 9.37476667e+01 9.45916333e+01\n", " 9.50182333e+01 9.50841667e+01 9.52531333e+01 9.75435667e+01\n", " 9.89735333e+01 9.93816000e+01 1.01564333e+02 1.03998500e+02\n", " 1.04166567e+02 1.05514767e+02 1.11452333e+02 1.11464967e+02\n", " 1.14096200e+02 1.14371300e+02 1.15001500e+02 1.15131133e+02\n", " 1.20403833e+02 1.20743833e+02 1.21044867e+02 1.25994467e+02\n", " 1.26171600e+02 1.28109367e+02 1.30514067e+02 1.30620633e+02\n", " 1.31202667e+02 1.31892967e+02 1.33146267e+02 1.34252300e+02\n", " 1.35887400e+02 1.42097833e+02 1.44174167e+02 1.45953000e+02\n", " 1.50284567e+02 1.50351967e+02 1.51609233e+02 1.52582967e+02\n", " 1.52955200e+02 1.53840700e+02 1.54999767e+02 1.58665567e+02\n", " 1.62478500e+02 1.62507133e+02 1.63016767e+02 1.63360267e+02\n", " 1.67394933e+02 1.68509033e+02 1.69848700e+02 1.70483733e+02\n", " 1.70608567e+02 1.73480667e+02 1.76885500e+02 1.78399667e+02\n", " 1.78928267e+02 1.82083600e+02 1.83885433e+02 1.84782133e+02\n", " 1.85289733e+02 1.85495000e+02 1.86822433e+02 1.92291433e+02\n", " 1.92916633e+02 1.93085333e+02 1.93254000e+02 1.93470600e+02\n", " 1.94454933e+02 1.95683300e+02 1.99379433e+02 2.02934867e+02\n", " 2.03556933e+02 2.03947633e+02 2.05039733e+02 2.05068967e+02\n", " 2.05284100e+02 2.07674633e+02 2.07777167e+02 2.08446900e+02\n", " 2.12079300e+02 2.13852267e+02 2.17575067e+02 2.18862967e+02\n", " 2.19960267e+02 2.20204567e+02 2.21147167e+02 2.23589233e+02\n", " 2.24938533e+02 2.25803833e+02 2.25842300e+02 2.26677367e+02\n", " 2.32455933e+02 2.33429767e+02 2.33738400e+02 2.35002567e+02\n", " 2.37299933e+02 2.38053767e+02 2.41426800e+02 2.41638167e+02\n", " 2.41648433e+02 2.43007067e+02 2.44556067e+02 2.47123033e+02\n", " 2.47934900e+02 2.48134233e+02 2.48994233e+02 2.52782100e+02\n", " 2.54660967e+02 2.54715600e+02 2.55471433e+02 2.56775967e+02\n", " 2.58690100e+02 2.59799633e+02 2.63633567e+02 2.66258933e+02\n", " 2.67004367e+02 2.67303233e+02 2.69713367e+02 2.69795333e+02\n", " 2.71143967e+02 2.72622800e+02 2.75581067e+02 2.81615267e+02\n", " 2.81699867e+02 2.82386567e+02 2.85927700e+02 2.88914733e+02\n", " 2.89198733e+02 2.89654100e+02 2.94740033e+02 2.96169867e+02\n", " 2.96359233e+02 2.96761067e+02 2.98956033e+02 2.99453933e+02\n", " 2.99568833e+02 3.00353367e+02 3.00357933e+02 3.02280567e+02\n", " 3.04107100e+02 3.05732800e+02 3.05764800e+02 3.06758667e+02\n", " 3.07881967e+02 3.09154200e+02 3.09912700e+02 3.10408100e+02\n", " 3.12660467e+02 3.15955300e+02 3.17126300e+02 3.17174233e+02\n", " 3.17652533e+02 3.18463367e+02 3.19095900e+02 3.19468533e+02\n", " 3.21482733e+02 3.22064767e+02 3.25604767e+02 3.27026233e+02\n", " 3.28286700e+02 3.28621200e+02 3.29419000e+02 3.30599967e+02\n", " 3.31430133e+02 3.34019567e+02 3.38734333e+02 3.40992233e+02\n", " 3.42299100e+02 3.42423033e+02 3.42492333e+02 3.42666033e+02\n", " 3.42708400e+02 3.42716367e+02 3.42780800e+02 3.42849433e+02\n", " 3.44158700e+02 3.45381267e+02 3.45602167e+02 3.45616567e+02\n", " 3.46263767e+02 3.46542967e+02 3.46582100e+02 3.47016633e+02\n", " 3.50296933e+02 3.51192633e+02 3.52435567e+02 3.53171267e+02\n", " 3.54410700e+02 3.54575733e+02 3.54689133e+02 3.57334000e+02\n", " 3.57887100e+02 3.58309600e+02 3.58789033e+02 3.58801767e+02\n", " 3.60291100e+02 3.62523633e+02 3.62887533e+02 3.65269600e+02\n", " 3.65516100e+02 3.65689133e+02 3.66643200e+02 3.69136400e+02\n", " 3.70114500e+02 3.72424833e+02 3.75274633e+02 3.76085500e+02\n", " 3.77353900e+02 3.78829367e+02 3.79228767e+02 3.80961267e+02\n", " 3.83757700e+02 3.83992900e+02 3.84136733e+02 3.84948800e+02\n", " 3.85780900e+02 3.85911033e+02 3.88698767e+02 3.89959400e+02\n", " 3.90240167e+02 3.90352200e+02 3.92712133e+02 3.94322000e+02\n", " 3.94750300e+02 3.97682500e+02 3.97964667e+02 3.99379400e+02\n", " 3.99919600e+02 4.00167300e+02 4.02076267e+02 4.02936800e+02\n", " 4.03466333e+02 4.05777600e+02 4.06362200e+02 4.06493967e+02\n", " 4.08546967e+02 4.12258667e+02 4.15742367e+02 4.17589800e+02\n", " 4.18630800e+02 4.18697533e+02 4.20071200e+02 4.24291000e+02\n", " 4.26640367e+02 4.27439067e+02 4.29078733e+02 4.29957667e+02\n", " 4.30557400e+02 4.30713567e+02 4.31054567e+02 4.31906400e+02\n", " 4.39235200e+02 4.39615333e+02 4.41986067e+02 4.44209967e+02\n", " 4.45065733e+02 4.45858233e+02 4.47498600e+02 4.51879467e+02\n", " 4.55401900e+02 4.56378467e+02 4.57696967e+02 4.59850367e+02\n", " 4.61400900e+02 4.62774033e+02 4.68158267e+02 4.69894567e+02\n", " 4.73882267e+02 4.74304467e+02 4.76209667e+02 4.77538067e+02\n", " 4.78343467e+02 4.83532367e+02 4.84532433e+02 4.85907867e+02\n", " 4.88486933e+02 4.89073133e+02 4.91040400e+02 4.91146467e+02\n", " 4.91165767e+02 4.92024367e+02 4.94954967e+02 4.96642933e+02\n", " 4.98285167e+02 5.00796000e+02 5.01050233e+02 5.03638533e+02\n", " 5.03678067e+02 5.05538300e+02 5.06565933e+02 5.07299933e+02\n", " 5.12204500e+02 5.12236300e+02 5.14754367e+02 5.15247233e+02\n", " 5.16522367e+02 5.17786300e+02 5.18949800e+02 5.19145200e+02\n", " 5.19262633e+02 5.19535133e+02 5.20012300e+02 5.23106333e+02\n", " 5.26032633e+02 5.26437267e+02 5.30681733e+02 5.33674700e+02\n", " 5.34514633e+02 5.35070000e+02 5.35406633e+02 5.36671867e+02\n", " 5.37460633e+02 5.39294233e+02 5.39924900e+02 5.40094100e+02\n", " 5.42131200e+02 5.42529500e+02 5.47391800e+02 5.49450100e+02\n", " 5.50462067e+02 5.53254167e+02 5.53343500e+02 5.53368233e+02\n", " 5.53439167e+02 5.60997067e+02 5.64631967e+02 5.65293667e+02\n", " 5.65728567e+02 5.66590167e+02 5.68163233e+02 5.69892300e+02\n", " 5.74682600e+02 5.76506300e+02 5.77909900e+02 5.80569233e+02\n", " 5.80868133e+02 5.81016367e+02 5.82128700e+02 5.83090033e+02\n", " 5.86429933e+02 5.87543667e+02 5.89115200e+02 5.90178033e+02\n", " 5.90441133e+02 5.90605167e+02 5.90666400e+02 5.92415600e+02\n", " 5.93094933e+02 5.93865667e+02 5.94503500e+02 5.95105633e+02\n", " 5.97243333e+02 5.97246000e+02 5.99790433e+02 5.99825367e+02\n", " 5.99827400e+02 6.00077633e+02 6.00647467e+02 6.05964100e+02\n", " 6.06003567e+02 6.06964900e+02 6.09321167e+02 6.09443767e+02\n", " 6.11119200e+02 6.13433333e+02 6.14588467e+02 6.16154300e+02\n", " 6.17405100e+02 6.17950500e+02 6.20849967e+02 6.24419467e+02\n", " 6.25146767e+02 6.25849033e+02 6.27202767e+02 6.27587233e+02\n", " 6.27899300e+02 6.29679800e+02 6.32665800e+02 6.34247867e+02\n", " 6.34941167e+02 6.35787567e+02 6.36030133e+02 6.37894567e+02\n", " 6.38524867e+02 6.39259067e+02 6.40477567e+02 6.40694067e+02\n", " 6.41218667e+02 6.42355033e+02 6.42357367e+02 6.43402700e+02\n", " 6.44219767e+02 6.44541500e+02 6.44656433e+02 6.46754367e+02\n", " 6.47518433e+02 6.47926167e+02 6.49359233e+02 6.49454500e+02\n", " 6.50359967e+02 6.50527933e+02 6.51536567e+02 6.51946967e+02\n", " 6.53541933e+02 6.56235867e+02 6.57648033e+02 6.57863300e+02\n", " 6.59640033e+02 6.62034300e+02 6.62802600e+02 6.63011800e+02\n", " 6.66201667e+02 6.66433400e+02 6.68334367e+02 6.71525800e+02\n", " 6.72320033e+02 6.72704700e+02 6.72813600e+02 6.76526700e+02\n", " 6.76563867e+02 6.76740467e+02 6.79047200e+02 6.79132333e+02\n", " 6.81948500e+02 6.82058767e+02 6.82632233e+02 6.83765233e+02\n", " 6.84231467e+02 6.86292600e+02 6.87072567e+02 6.94712000e+02\n", " 6.94768167e+02 6.97987467e+02 6.98818100e+02 7.01392867e+02\n", " 7.01539700e+02 7.05696533e+02 7.05945667e+02 7.06735100e+02\n", " 7.07151167e+02 7.07381767e+02 7.07446467e+02 7.07540367e+02\n", " 7.08049767e+02 7.08061600e+02 7.08253500e+02 7.08288300e+02\n", " 7.08331633e+02 7.08405667e+02 7.08682333e+02 7.09291100e+02\n", " 7.10223133e+02 7.11620400e+02 7.11822700e+02 7.12204433e+02\n", " 7.13032167e+02 7.14129467e+02 7.14417400e+02 7.14788933e+02\n", " 7.15554267e+02 7.16562867e+02 7.17192900e+02 7.18779667e+02\n", " 7.20063100e+02 7.21673600e+02 7.23417333e+02 7.24711200e+02\n", " 7.27183467e+02 7.27347700e+02 7.28532233e+02 7.29057633e+02\n", " 7.31263767e+02 7.33547267e+02 7.34247767e+02 7.35537633e+02\n", " 7.37054833e+02 7.37249167e+02 7.39458367e+02 7.40455267e+02\n", " 7.42414933e+02 7.45420600e+02 7.48565200e+02 7.49533600e+02\n", " 7.50810333e+02 7.51453367e+02 7.52189867e+02 7.54491167e+02\n", " 7.55678467e+02 7.56138300e+02 7.56307867e+02 7.56775167e+02\n", " 7.57124033e+02 7.57255967e+02 7.57345167e+02 7.60293667e+02\n", " 7.60932000e+02 7.62107033e+02 7.62411000e+02 7.64437167e+02\n", " 7.65710100e+02 7.68282267e+02 7.69069667e+02 7.70527400e+02\n", " 7.70583633e+02 7.70643067e+02 7.75614367e+02 7.75779933e+02\n", " 7.75934167e+02 7.76932267e+02 7.77270433e+02 7.78357433e+02\n", " 7.78783233e+02 7.81782400e+02 7.82041233e+02 7.84980600e+02\n", " 7.86160667e+02 7.93880933e+02 7.94303000e+02 7.94665700e+02\n", " 7.95028800e+02 7.95363900e+02 7.96855933e+02 7.96864467e+02\n", " 7.98419367e+02 7.98488167e+02 8.01247800e+02 8.01289567e+02\n", " 8.03879100e+02 8.05811667e+02 8.07369433e+02 8.09124667e+02\n", " 8.09812167e+02 8.10503200e+02 8.10620767e+02 8.10660133e+02\n", " 8.11849333e+02 8.11863067e+02 8.15053967e+02 8.19506067e+02\n", " 8.19569533e+02 8.19639733e+02 8.20122233e+02 8.22653833e+02\n", " 8.23253800e+02 8.23578333e+02 8.23914333e+02 8.25784300e+02\n", " 8.28109233e+02 8.31446867e+02 8.31615167e+02 8.35474000e+02\n", " 8.35514333e+02 8.35531567e+02 8.36064933e+02 8.36763100e+02\n", " 8.38806667e+02 8.39404767e+02 8.39540367e+02 8.39635633e+02\n", " 8.39649100e+02 8.39673133e+02 8.39700933e+02 8.42627433e+02\n", " 8.42749267e+02 8.44828767e+02 8.45446967e+02 8.48150500e+02\n", " 8.50155300e+02 8.52739033e+02 8.53568667e+02 8.55031167e+02\n", " 8.55416133e+02 8.57297933e+02 8.57576867e+02 8.58125233e+02\n", " 8.60435667e+02 8.60756233e+02 8.60810333e+02 8.60937667e+02\n", " 8.61206933e+02 8.61739467e+02 8.62361367e+02 8.64080033e+02\n", " 8.67407667e+02 8.69236467e+02 8.69332900e+02 8.71943900e+02\n", " 8.72659300e+02 8.72679000e+02 8.73854667e+02 8.74595100e+02\n", " 8.74768833e+02 8.75376200e+02 8.77087367e+02 8.78058800e+02\n", " 8.78840500e+02 8.81138133e+02 8.81375500e+02 8.81957333e+02\n", " 8.82671100e+02 8.82927933e+02 8.82943867e+02 8.83547933e+02\n", " 8.84450867e+02 8.84698433e+02 8.88666333e+02 8.88919867e+02\n", " 8.90392400e+02 8.90529367e+02 8.91368767e+02 8.94047167e+02\n", " 8.95374733e+02 8.97647033e+02 8.97749200e+02 8.99410200e+02\n", " 9.01779667e+02 9.02907233e+02 9.05411833e+02 9.06195300e+02\n", " 9.07125400e+02 9.09198800e+02 9.09716667e+02 9.11087033e+02\n", " 9.12368667e+02 9.13550800e+02 9.13604867e+02 9.15267600e+02\n", " 9.17464300e+02 9.19240000e+02 9.19318933e+02 9.20496467e+02\n", " 9.20872633e+02 9.21378000e+02 9.21380067e+02 9.26617100e+02\n", " 9.26845600e+02 9.27068367e+02 9.27631100e+02 9.29403267e+02\n", " 9.33499233e+02 9.33860333e+02 9.35621600e+02 9.37166667e+02\n", " 9.37882800e+02 9.38845100e+02 9.38931967e+02 9.39474867e+02\n", " 9.41336600e+02 9.43814967e+02 9.46082033e+02 9.47232133e+02\n", " 9.48602167e+02 9.48991100e+02 9.50649067e+02 9.52820967e+02\n", " 9.54240567e+02 9.59137133e+02 9.59231900e+02 9.59303133e+02\n", " 9.62170367e+02 9.64951900e+02 9.66016433e+02 9.68854300e+02\n", " 9.72046267e+02 9.73349400e+02 9.75127667e+02 9.75339333e+02\n", " 9.76409333e+02 9.76489567e+02 9.76527467e+02 9.82069000e+02\n", " 9.82721233e+02 9.83272067e+02 9.83484300e+02 9.84962633e+02\n", " 9.85784000e+02 9.86522167e+02 9.86899967e+02 9.87316800e+02\n", " 9.87387367e+02 9.90890800e+02 9.92750467e+02 9.93206567e+02\n", " 9.93267600e+02 9.93350867e+02 9.93374000e+02 9.93402867e+02\n", " 9.94301833e+02 9.95979800e+02 9.97746300e+02 9.97861367e+02] s\n", "[5.36666667e-02 9.29666667e-02 1.17466667e-01 ... 1.00307247e+03\n", " 1.00312720e+03 1.00320737e+03] s\n", "[1.84533333e-01 3.18466667e-01 3.98933333e-01 ... 1.00196150e+03\n", " 1.00206290e+03 1.00280477e+03] s\n", "[1.19000000e-02 5.14666667e-02 5.36333333e-02 ... 1.00265533e+03\n", " 1.00281927e+03 1.00309510e+03] s\n", "[1.19800000e-01 3.06433333e-01 3.65200000e-01 ... 1.00297060e+03\n", " 1.00303930e+03 1.00307617e+03] s\n", "[1.69200000e-01 2.63000000e-01 4.20533333e-01 ... 1.00312877e+03\n", " 1.00316930e+03 1.00317577e+03] s\n", "[5.52000000e-02 1.05466667e-01 1.16100000e-01 ... 1.00295293e+03\n", " 1.00298777e+03 1.00312500e+03] s\n", "[6.68000000e-02 1.96333333e-01 2.70600000e-01 ... 1.00296543e+03\n", " 1.00312007e+03 1.00318877e+03] s\n", "[2.67600000e-01 7.37166667e-01 8.07666667e-01 ... 1.00195850e+03\n", " 1.00246497e+03 1.00301990e+03] s\n", "[1.15833333e-01 1.62100000e-01 2.61566667e-01 ... 1.00290477e+03\n", " 1.00296387e+03 1.00320140e+03] s\n", "[8.54333333e-02 1.27300000e-01 1.96000000e-01 ... 1.00308277e+03\n", " 1.00314383e+03 1.00316267e+03] s\n", "[2.04000000e-01 2.20833333e-01 4.82833333e-01 ... 1.00279473e+03\n", " 1.00306227e+03 1.00312783e+03] s\n", "[8.43333333e-03 4.31666667e-02 5.64333333e-02 ... 1.00294813e+03\n", " 1.00300303e+03 1.00319817e+03] s\n", "[3.70000000e-03 5.36666667e-02 7.77333333e-02 ... 1.00316687e+03\n", " 1.00318613e+03 1.00320130e+03] s\n", "[ 1.07826667 12.31123333 12.31496667 12.31756667 30.9122\n", " 49.09296667 59.7993 70.8087 70.81203333 70.81706667\n", " 70.83416667 70.8386 76.5894 95.0642 95.07776667\n", " 95.08403333 95.0985 95.10163333 101.4225 101.42506667\n", " 107.80166667 107.80556667 107.81036667 121.00046667 133.63266667\n", " 139.48736667 139.491 139.49373333 139.50136667 139.51003333\n", " 139.5578 139.56123333 145.9529 151.60273333 151.63536667\n", " 165.58533333 177.40626667 177.4116 181.6711 184.3441\n", " 222.6294 241.42243333 241.42653333 241.44686667 247.96133333\n", " 302.2801 302.28793333 308.92303333 308.9277 308.9508\n", " 321.6024 328.3477 334.37893333 334.38603333 340.99203333\n", " 341.00943333 383.73696667 383.76043333 390.2309 391.95573333\n", " 421.4847 421.48826667 473.8619 482.09386667 497.402\n", " 503.70436667 508.9152 523.23473333 534.51436667 548.01436667\n", " 548.01876667 548.0222 566.81166667 602.88056667 634.70273333\n", " 634.72176667 634.7301 636.03373333 636.04836667 636.06956667\n", " 651.95456667 651.9571 662.39443333 709.2132 713.079\n", " 724.69233333 749.89236667 749.89666667 749.89916667 761.74303333\n", " 767.7056 775.28933333 775.2998 779.44136667 783.49896667\n", " 823.63453333 861.0446 864.5554 880.71256667 888.3323\n", " 924.40773333] s\n", "[ 1.08723333 1.37773333 1.6258 ... 1000.47123333 1000.86776667\n", " 1001.31773333] s\n", "[4.44366667e-01 4.80766667e-01 9.98633333e-01 ... 1.00106600e+03\n", " 1.00164020e+03 1.00221460e+03] s\n", "[4.93333333e-02 1.29000000e-01 1.39866667e-01 ... 1.00302027e+03\n", " 1.00307023e+03 1.00310080e+03] s\n", "[1.33000000e-02 1.54666667e-02 1.00766667e-01 ... 1.00310587e+03\n", " 1.00314880e+03 1.00319590e+03] s\n", "[ 1.07826667 3.88706667 5.5601 7.17753333 8.16266667\n", " 8.64323333 8.90503333 12.2973 12.3112 12.31476667\n", " 12.31753333 14.03493333 14.37986667 15.46536667 16.2036\n", " 16.26153333 17.5848 21.6258 25.3677 25.9072\n", " 26.57706667 27.39463333 30.27746667 30.2909 32.1609\n", " 32.52693333 32.6422 35.19556667 36.08863333 36.1378\n", " 37.5558 40.6209 42.35566667 45.88593333 47.48266667\n", " 49.0157 51.149 52.06183333 53.63673333 53.6489\n", " 53.74683333 54.36593333 57.1436 59.0665 59.4912\n", " 60.23316667 60.6663 62.73973333 62.93616667 63.53976667\n", " 63.9918 65.8774 66.0603 66.87313333 67.48896667\n", " 68.25996667 68.49666667 68.88296667 69.30313333 69.45523333\n", " 69.6484 70.8087 70.8118 70.81656667 70.83363333\n", " 70.83876667 70.85663333 72.16876667 72.17506667 73.3888\n", " 74.9108 75.15576667 75.2523 75.62063333 76.58913333\n", " 76.59546667 77.41316667 78.1902 78.8245 79.49183333\n", " 82.57046667 83.60723333 85.48703333 85.84723333 85.99213333\n", " 86.32456667 87.12563333 87.54346667 88.42793333 88.59893333\n", " 91.1937 93.55346667 94.33873333 95.0644 95.07856667\n", " 95.08373333 95.09873333 95.1018 96.7843 99.10676667\n", " 99.8178 101.01606667 101.42473333 102.77736667 102.97663333\n", " 105.99556667 106.1382 107.80133333 107.8053 110.86613333\n", " 112.4291 112.51763333 113.80136667 118.90846667 119.69693333\n", " 120.62886667 121.00026667 121.25983333 122.4015 125.94586667\n", " 127.91033333 128.5405 129.8531 132.427 133.63613333\n", " 134.17756667 136.48933333 136.9246 137.8373 137.96016667\n", " 138.47976667 138.5798 138.77913333 139.48723333 139.4907\n", " 139.4936 139.4983 139.5014 139.5099 139.51416667\n", " 139.53426667 141.87666667 144.37753333 144.5338 145.25903333\n", " 145.9434 145.95286667 145.95903333 146.5919 148.00923333\n", " 150.1059 150.19246667 150.4263 151.1797 151.61023333\n", " 153.52876667 154.2875 156.19546667 162.15736667 163.39923333\n", " 165.5852 169.3537 169.6277 171.42666667 171.6594\n", " 171.69936667 172.39516667 175.3607 175.3983 175.50416667\n", " 176.1147 176.1597 177.39386667 177.39793333 177.40316667\n", " 177.40636667 177.41166667 178.12666667 180.07956667 181.29016667\n", " 182.92796667 183.17253333 184.2235 184.34003333 184.344\n", " 187.3177 188.313 188.41556667 188.55943333 189.3746\n", " 189.41526667 190.53806667 192.72696667 194.16933333 195.14983333\n", " 196.30946667 198.6492 198.9272 199.94293333 201.7668\n", " 202.97333333 203.40396667 204.29073333 204.5753 207.04\n", " 210.9193 212.47053333 212.9548 212.97503333 218.84106667\n", " 220.10116667 222.6486 225.8245 226.66966667 227.93036667\n", " 229.47636667 229.61316667 232.29586667 233.77193333 235.21343333\n", " 238.45233333 238.6167 240.0547 241.42653333 241.44903333\n", " 242.42336667 246.30643333 246.68946667 247.02543333 248.52166667\n", " 249.15483333 251.952 252.47033333 254.75803333 254.77526667\n", " 255.65623333 256.233 260.12246667 262.15793333 264.1855\n", " 265.78843333 265.80053333 268.7266 269.80463333 271.9458\n", " 272.30136667 272.7019 280.79433333 281.9272 282.50766667\n", " 282.8177 284.69066667 285.31306667 287.75946667 288.5934\n", " 288.843 289.3227 294.46603333 294.80963333 296.37993333\n", " 297.98483333 302.2726 302.2808 302.2878 303.53103333\n", " 308.90843333 308.923 308.92763333 308.94716667 308.95056667\n", " 311.02313333 313.45543333 313.93793333 316.2146 316.30083333\n", " 316.71643333 318.00753333 321.602 321.61663333 321.64136667\n", " 323.26743333 323.3527 324.6365 328.32743333 328.34543333\n", " 328.34783333 328.76546667 330.55243333 331.4386 331.6149\n", " 332.87016667 334.3796 334.38573333 337.18773333 340.9836\n", " 340.9921 341.66403333 349.6147 352.90156667 355.51093333\n", " 356.13773333 356.42646667 356.77643333 357.5237 359.08206667\n", " 359.32866667 359.3397 359.81556667 363.0365 363.05736667\n", " 363.91683333 365.26783333 368.16236667 373.67566667 376.07153333\n", " 377.6905 380.5075 382.73736667 383.3906 383.73703333\n", " 383.74953333 384.30366667 385.4747 385.50873333 390.0711\n", " 391.4923 392.5532 393.44886667 393.94743333 397.36996667\n", " 399.08293333 402.09173333 402.46213333 407.15923333 407.70786667\n", " 407.91236667 408.68606667 410.40226667 411.9144 416.4759\n", " 418.0179 418.2017 421.48396667 421.6712 422.6402\n", " 423.8226 425.92136667 429.11333333 432.0314 432.78873333\n", " 433.32103333 433.77446667 434.8088 435.69513333 437.60773333\n", " 443.65633333 444.18663333 445.8436 446.4786 448.02526667\n", " 448.3176 448.68263333 448.7946 450.27923333 450.54193333\n", " 451.16793333 451.2147 452.71023333 452.8288 457.12996667\n", " 458.37673333 458.60253333 460.23633333 462.3319 463.02586667\n", " 464.85296667 465.65696667 466.2344 466.24343333 475.2357\n", " 476.9028 480.82236667 481.1736 481.75673333 481.89946667\n", " 482.04003333 482.09343333 482.1782 482.32806667 483.61516667\n", " 486.17683333 488.28323333 488.5457 488.8855 491.0528\n", " 493.45526667 495.40286667 497.40203333 499.11813333 499.47566667\n", " 507.92063333 508.6535 511.56126667 512.55096667 515.78593333\n", " 517.12416667 521.54436667 522.0505 523.66063333 526.5757\n", " 534.5142 536.3929 536.99963333 538.6718 538.83726667\n", " 539.076 544.05383333 544.1455 545.341 547.2544\n", " 548.0224 554.5969 561.72036667 565.06923333 565.1785\n", " 565.83516667 569.96626667 570.53613333 570.97283333 576.51473333\n", " 576.8832 580.6861 585.87046667 589.30436667 590.5367\n", " 590.5529 591.54413333 592.84666667 593.10763333 593.13783333\n", " 594.45483333 594.4953 594.503 594.5611 595.0513\n", " 595.05793333 595.08446667 595.10773333 599.03226667 599.2547\n", " 599.8172 599.85026667 602.88103333 605.15016667 606.96293333\n", " 607.4644 620.22236667 624.4712 626.10176667 626.3709\n", " 632.21893333 632.78933333 634.6918 634.73073333 635.77383333\n", " 636.01356667 636.03373333 636.05173333 636.06966667 636.45193333\n", " 637.38276667 640.8563 641.81496667 642.32453333 649.21733333\n", " 651.94683333 654.08516667 654.48446667 654.55876667 655.93453333\n", " 658.2126 661.91173333 662.39836667 662.4263 662.68846667\n", " 663.05486667 663.08593333 665.7422 666.50276667 666.62543333\n", " 667.4101 667.734 673.27873333 673.3688 680.47356667\n", " 688.78266667 691.62153333 691.93623333 692.0161 692.16486667\n", " 692.4034 693.39566667 694.37716667 695.192 697.382\n", " 697.76963333 697.84553333 697.95933333 701.1361 701.44233333\n", " 706.7929 706.97606667 707.69206667 710.18263333 710.41043333\n", " 712.75576667 712.8967 713.07916667 713.9776 714.25136667\n", " 715.7886 717.301 717.44796667 717.80773333 718.44553333\n", " 718.58026667 718.71076667 719.44783333 719.53266667 719.9841\n", " 720.03 721.18376667 722.71286667 723.47606667 723.55683333\n", " 723.65943333 724.5971 726.8178 727.4192 733.64043333\n", " 734.83833333 735.25523333 739.2771 739.35816667 742.33123333\n", " 748.5151 748.68443333 748.8593 749.87946667 749.88853333\n", " 749.899 749.92776667 750.58243333 752.11773333 757.94996667\n", " 758.1651 758.40856667 763.15323333 763.32993333 763.74323333\n", " 767.64423333 767.7055 767.72503333 767.72876667 770.14103333\n", " 773.396 775.28493333 775.29926667 775.30516667 777.20783333\n", " 777.3011 777.95176667 780.25713333 785.0612 787.92126667\n", " 788.37306667 788.8042 790.1627 790.25413333 792.14776667\n", " 793.33243333 799.02596667 799.12746667 800.5718 802.77243333\n", " 807.48493333 807.9051 808.32666667 810.91183333 811.99703333\n", " 812.22006667 816.95866667 818.93153333 819.77506667 819.89093333\n", " 823.60236667 823.6345 823.65893333 824.48733333 824.6429\n", " 824.7269 826.4111 830.61306667 830.88763333 832.83853333\n", " 835.0035 835.67313333 835.8176 836.8135 838.6309\n", " 839.77013333 840.0098 840.50326667 841.4194 842.67753333\n", " 844.79766667 848.4133 853.2589 853.38263333 853.74496667\n", " 854.39796667 855.58236667 859.2018 859.80026667 860.72643333\n", " 861.0829 861.14193333 861.38983333 861.83046667 862.06393333\n", " 863.58573333 864.66006667 865.69666667 866.2693 867.05443333\n", " 869.8032 872.5633 876.80053333 877.02196667 881.82773333\n", " 884.44593333 884.80456667 884.8172 887.45066667 887.6874\n", " 888.6656 888.6917 890.53613333 891.96233333 892.47826667\n", " 894.64086667 895.78976667 897.4071 898.56123333 899.16793333\n", " 900.80606667 901.68336667 903.1853 903.52836667 911.42066667\n", " 915.95313333 916.8728 917.1082 917.121 917.30343333\n", " 917.4496 917.5875 918.10573333 918.6889 919.93416667\n", " 920.2759 920.437 921.43443333 928.1874 928.9809\n", " 930.45893333 932.14386667 935.5047 936.11026667 938.098\n", " 938.37633333 939.42776667 939.53306667 940.01633333 940.03783333\n", " 944.16676667 945.79066667 945.79633333 945.8061 947.23193333\n", " 947.33 947.43666667 949.6237 950.08513333 951.4565\n", " 951.70566667 952.9428 954.45556667 955.80603333 959.6002\n", " 959.76346667 959.8993 960.80736667 960.90043333 960.96746667\n", " 961.07373333 961.1235 961.41446667 961.99233333 962.23976667\n", " 962.2651 962.80983333 963.35543333 965.62603333 966.57753333\n", " 968.20036667 968.76053333 970.8294 971.7713 973.9164\n", " 975.0483 976.5414 977.23343333 978.0693 978.72346667\n", " 986.84656667 989.33483333 989.33856667 989.51843333 989.5454\n", " 995.13563333 995.70376667 997.06786667 998.3637 1000.4966\n", " 1002.0634 1002.60176667 1003.0231 ] s\n", "[4.34933333e-01 4.38733333e-01 4.92166667e-01 ... 1.00297787e+03\n", " 1.00318217e+03 1.00319190e+03] s\n", "[8.79333333e-02 1.62530000e+00 1.71636667e+00 ... 1.00298883e+03\n", " 1.00299163e+03 1.00306160e+03] s\n", "[6.74000000e-02 2.05600000e-01 2.42533333e-01 ... 1.00311177e+03\n", " 1.00315740e+03 1.00319360e+03] s\n", "[3.29333333e-02 2.44133333e-01 2.71066667e-01 ... 1.00301837e+03\n", " 1.00307837e+03 1.00317773e+03] s\n", "[1.16433333e-01 1.59766667e-01 4.70166667e-01 ... 1.00201310e+03\n", " 1.00275987e+03 1.00292110e+03] s\n", "[8.07000000e-02 2.27966667e-01 2.88366667e-01 ... 1.00303827e+03\n", " 1.00309920e+03 1.00319273e+03] s\n", "[2.41733333e-01 3.50133333e-01 3.79300000e+00 4.69780000e+00\n", " 5.84046667e+00 9.24610000e+00 1.02208333e+01 1.02797667e+01\n", " 1.26626000e+01 1.37854000e+01 1.40164667e+01 1.41779000e+01\n", " 1.41934667e+01 1.42075333e+01 1.42183667e+01 1.42328667e+01\n", " 1.42604333e+01 1.42753000e+01 1.43191667e+01 1.43690000e+01\n", " 1.44282667e+01 1.44517000e+01 1.44939333e+01 1.45197333e+01\n", " 1.45740667e+01 1.46908000e+01 1.47839667e+01 1.52584000e+01\n", " 1.53041667e+01 1.69377667e+01 1.70237000e+01 1.77510333e+01\n", " 1.81092000e+01 1.92131000e+01 1.92576333e+01 1.93086000e+01\n", " 1.93825333e+01 1.94209333e+01 1.94653333e+01 1.98170333e+01\n", " 2.07381333e+01 2.25823000e+01 2.35435667e+01 2.46084667e+01\n", " 2.73224333e+01 2.93204667e+01 3.11826667e+01 3.12723000e+01\n", " 3.41251000e+01 3.41819667e+01 3.65771000e+01 3.85670000e+01\n", " 3.90757000e+01 4.07714667e+01 4.24006000e+01 4.24322000e+01\n", " 4.24975000e+01 4.25377667e+01 4.32019000e+01 4.51212333e+01\n", " 4.51505000e+01 4.51955000e+01 4.60837667e+01 4.61721000e+01\n", " 4.76180000e+01 4.88452000e+01 5.01087667e+01 5.10443333e+01\n", " 5.16313000e+01 5.61637000e+01 5.63633000e+01 5.72121667e+01\n", " 5.81270667e+01 5.85351000e+01 5.85876333e+01 6.36052667e+01\n", " 6.90199000e+01 6.95275667e+01 7.44519667e+01 7.45797667e+01\n", " 7.54088667e+01 7.55242000e+01 7.55641667e+01 7.55892667e+01\n", " 7.69661000e+01 7.80916667e+01 7.86498000e+01 8.04813667e+01\n", " 8.12812667e+01 8.19521000e+01 8.53203333e+01 8.74736333e+01\n", " 8.93495333e+01 9.03291667e+01 9.24470333e+01 9.26838667e+01\n", " 9.39034667e+01 9.55465000e+01 1.05486133e+02 1.09929000e+02\n", " 1.11860667e+02 1.12954767e+02 1.13408533e+02 1.17079900e+02\n", " 1.21152033e+02 1.21441667e+02 1.22704300e+02 1.23452867e+02\n", " 1.29675567e+02 1.30425067e+02 1.30671733e+02 1.31841200e+02\n", " 1.37011833e+02 1.38120500e+02 1.42522600e+02 1.43324733e+02\n", " 1.43477100e+02 1.43626433e+02 1.52357133e+02 1.53289333e+02\n", " 1.54249033e+02 1.54749033e+02 1.54877100e+02 1.55264800e+02\n", " 1.55377533e+02 1.56334900e+02 1.61675767e+02 1.62741200e+02\n", " 1.62795900e+02 1.62841033e+02 1.63506700e+02 1.66034667e+02\n", " 1.66801067e+02 1.67798467e+02 1.68208400e+02 1.68611433e+02\n", " 1.68779100e+02 1.70307200e+02 1.74593100e+02 1.74649700e+02\n", " 1.75043867e+02 1.75350000e+02 1.78052067e+02 1.78108700e+02\n", " 1.78408033e+02 1.80427733e+02 1.81375100e+02 1.83015967e+02\n", " 1.87514133e+02 1.87572200e+02 1.88659133e+02 1.92059433e+02\n", " 1.93203667e+02 1.93247000e+02 1.93306567e+02 1.93321233e+02\n", " 1.93344433e+02 1.93352933e+02 1.93379900e+02 1.94099600e+02\n", " 1.95574967e+02 1.95810800e+02 1.96111733e+02 1.99991267e+02\n", " 2.00590200e+02 2.02085233e+02 2.08455867e+02 2.08527167e+02\n", " 2.08779367e+02 2.10307533e+02 2.14683067e+02 2.19005900e+02\n", " 2.19150000e+02 2.20321033e+02 2.20370033e+02 2.20579400e+02\n", " 2.25338700e+02 2.25839100e+02 2.26049500e+02 2.26067433e+02\n", " 2.26239567e+02 2.32736300e+02 2.34277000e+02 2.35587167e+02\n", " 2.35651400e+02 2.39214667e+02 2.40328233e+02 2.43283367e+02\n", " 2.45679433e+02 2.46655533e+02 2.48255667e+02 2.50898900e+02\n", " 2.52260500e+02 2.56939000e+02 2.57038000e+02 2.57275933e+02\n", " 2.57401467e+02 2.58545933e+02 2.61620933e+02 2.61771267e+02\n", " 2.61894967e+02 2.61927033e+02 2.63820667e+02 2.66281033e+02\n", " 2.66365133e+02 2.68206667e+02 2.68256333e+02 2.68412433e+02\n", " 2.68472900e+02 2.69028933e+02 2.69332233e+02 2.69751500e+02\n", " 2.72623333e+02 2.76146633e+02 2.76196067e+02 2.77059367e+02\n", " 2.79071533e+02 2.81813667e+02 2.82807300e+02 2.84118867e+02\n", " 2.86781067e+02 2.89366033e+02 2.91617900e+02 2.92740867e+02\n", " 2.93716467e+02 2.93835100e+02 2.95043600e+02 2.95107267e+02\n", " 2.95283200e+02 2.96760433e+02 2.98685900e+02 2.99645667e+02\n", " 2.99701900e+02 2.99724967e+02 2.99750767e+02 3.05891800e+02\n", " 3.06173100e+02 3.07466233e+02 3.07732633e+02 3.07971500e+02\n", " 3.10799033e+02 3.11642733e+02 3.12620433e+02 3.13831567e+02\n", " 3.14398867e+02 3.17045367e+02 3.17802800e+02 3.18483767e+02\n", " 3.18512067e+02 3.20824933e+02 3.20953533e+02 3.22006167e+02\n", " 3.22114800e+02 3.25852233e+02 3.25904233e+02 3.29863600e+02\n", " 3.31145633e+02 3.33449567e+02 3.33564933e+02 3.39034833e+02\n", " 3.44234000e+02 3.48528633e+02 3.50335800e+02 3.50446133e+02\n", " 3.50550200e+02 3.50626633e+02 3.51655067e+02 3.51706867e+02\n", " 3.52403533e+02 3.53476833e+02 3.55494233e+02 3.57993833e+02\n", " 3.59597433e+02 3.61675800e+02 3.61785000e+02 3.63501433e+02\n", " 3.63649333e+02 3.63676367e+02 3.63709133e+02 3.63726633e+02\n", " 3.63750467e+02 3.63883967e+02 3.63917567e+02 3.64181733e+02\n", " 3.64219900e+02 3.64356100e+02 3.64463833e+02 3.64761467e+02\n", " 3.65164600e+02 3.65251567e+02 3.65870300e+02 3.66102700e+02\n", " 3.66124567e+02 3.66365067e+02 3.67475533e+02 3.68668967e+02\n", " 3.70491700e+02 3.72606333e+02 3.75515500e+02 3.76203400e+02\n", " 3.79791633e+02 3.81665433e+02 3.81689667e+02 3.82828700e+02\n", " 3.83376467e+02 3.84710667e+02 3.87737900e+02 3.88739900e+02\n", " 3.89237400e+02 3.91664667e+02 3.92140433e+02 3.92393100e+02\n", " 3.94126033e+02 3.95210433e+02 3.95425800e+02 3.97350700e+02\n", " 3.98265267e+02 3.98979933e+02 4.00266000e+02 4.01753500e+02\n", " 4.04397200e+02 4.04819967e+02 4.05243400e+02 4.05902033e+02\n", " 4.06150233e+02 4.21212267e+02 4.21300400e+02 4.21644533e+02\n", " 4.21670200e+02 4.21687633e+02 4.21775633e+02 4.21802233e+02\n", " 4.22028400e+02 4.22212667e+02 4.22411900e+02 4.22532167e+02\n", " 4.22591667e+02 4.22723767e+02 4.23084333e+02 4.28201367e+02\n", " 4.32757500e+02 4.32795933e+02 4.36451000e+02 4.36924667e+02\n", " 4.39631200e+02 4.39671533e+02 4.41014967e+02 4.41129633e+02\n", " 4.41367633e+02 4.41393467e+02 4.41444667e+02 4.41512933e+02\n", " 4.41527367e+02 4.41764800e+02 4.41831367e+02 4.41840900e+02\n", " 4.41875967e+02 4.41911700e+02 4.41922400e+02 4.42012033e+02\n", " 4.42017900e+02 4.42061933e+02 4.42075867e+02 4.42113433e+02\n", " 4.42144500e+02 4.42339500e+02 4.46041067e+02 4.46104200e+02\n", " 4.46160667e+02 4.46339333e+02 4.46395900e+02 4.46470733e+02\n", " 4.46491467e+02 4.46593000e+02 4.46610933e+02 4.46651900e+02\n", " 4.46770433e+02 4.46883200e+02 4.47448200e+02 4.47796667e+02\n", " 4.47993967e+02 4.48035800e+02 4.48246367e+02 4.48344800e+02\n", " 4.51244733e+02 4.52419233e+02 4.52744333e+02 4.52787000e+02\n", " 4.52860500e+02 4.52982967e+02 4.53353200e+02 4.53567900e+02\n", " 4.53667467e+02 4.53733567e+02 4.53783067e+02 4.54113667e+02\n", " 4.54227433e+02 4.54376467e+02 4.54568367e+02 4.56208900e+02\n", " 4.58165500e+02 4.58463700e+02 4.58657400e+02 4.59356367e+02\n", " 4.60816667e+02 4.70123300e+02 4.70206867e+02 4.77502633e+02\n", " 4.77531067e+02 4.81680933e+02 4.84908200e+02 4.84935133e+02\n", " 4.86201067e+02 4.86239533e+02 4.86858867e+02 4.87512533e+02\n", " 4.87620100e+02 4.88136200e+02 4.89558900e+02 4.90246767e+02\n", " 4.94488867e+02 4.94562367e+02 4.96012733e+02 4.97699767e+02\n", " 4.98701467e+02 4.99233133e+02 4.99332800e+02 5.07631000e+02\n", " 5.07865500e+02 5.09142033e+02 5.12358900e+02 5.12547633e+02\n", " 5.14184800e+02 5.14239267e+02 5.14698967e+02 5.16533733e+02\n", " 5.19690467e+02 5.20619967e+02 5.21385033e+02 5.21438933e+02\n", " 5.23988200e+02 5.29183700e+02 5.30375333e+02 5.32386067e+02\n", " 5.32401600e+02 5.33439367e+02 5.33518233e+02 5.33616900e+02\n", " 5.33671400e+02 5.34884200e+02 5.36530467e+02 5.38675133e+02\n", " 5.45510633e+02 5.50637233e+02 5.56815467e+02 5.57744300e+02\n", " 5.59133867e+02 5.59178033e+02 5.64284467e+02 5.65918067e+02\n", " 5.72490133e+02 5.73059867e+02 5.73492067e+02 5.74938867e+02\n", " 5.75019600e+02 5.77450433e+02 5.81249533e+02 5.81364833e+02\n", " 5.88648500e+02 5.88798300e+02 5.89049300e+02 5.95250300e+02\n", " 5.95417700e+02 5.95455500e+02 5.95490767e+02 5.95650467e+02\n", " 6.00032067e+02 6.09521100e+02 6.15722533e+02 6.18642167e+02\n", " 6.19163533e+02 6.23206867e+02 6.29620067e+02 6.29819333e+02\n", " 6.30705400e+02 6.30764867e+02 6.30801800e+02 6.31685900e+02\n", " 6.36408867e+02 6.37152167e+02 6.38383433e+02 6.38614433e+02\n", " 6.39046700e+02 6.39229033e+02 6.39699900e+02 6.42665433e+02\n", " 6.44393067e+02 6.44618067e+02 6.44955633e+02 6.47612000e+02\n", " 6.49292667e+02 6.49409800e+02 6.50859233e+02 6.53029900e+02\n", " 6.53611433e+02 6.54398400e+02 6.54554567e+02 6.57213367e+02\n", " 6.61097900e+02 6.62788733e+02 6.62827533e+02 6.62985800e+02\n", " 6.63926000e+02 6.69042333e+02 6.70030733e+02 6.70355800e+02\n", " 6.70543800e+02 6.71630067e+02 6.71755300e+02 6.72520367e+02\n", " 6.72543100e+02 6.74842767e+02 6.86571833e+02 6.87254633e+02\n", " 6.87815733e+02 6.89424033e+02 6.89616933e+02 6.89708233e+02\n", " 6.90536433e+02 6.90719067e+02 6.94671833e+02 6.94904600e+02\n", " 6.95194867e+02 6.98883367e+02 7.00218833e+02 7.00307400e+02\n", " 7.02806833e+02 7.04819267e+02 7.06510633e+02 7.07263233e+02\n", " 7.08497033e+02 7.09634267e+02 7.10164767e+02 7.11492167e+02\n", " 7.15898267e+02 7.16702833e+02 7.17099933e+02 7.17243167e+02\n", " 7.18305233e+02 7.18823733e+02 7.18921833e+02 7.19229233e+02\n", " 7.19299967e+02 7.19466967e+02 7.20477667e+02 7.23354867e+02\n", " 7.23632067e+02 7.26031867e+02 7.29676300e+02 7.29753233e+02\n", " 7.30019033e+02 7.30166600e+02 7.35464867e+02 7.35547533e+02\n", " 7.35579000e+02 7.35624400e+02 7.35706567e+02 7.38480867e+02\n", " 7.41187167e+02 7.41325833e+02 7.41595500e+02 7.46410200e+02\n", " 7.46776467e+02 7.47718067e+02 7.47781400e+02 7.47844200e+02\n", " 7.47952400e+02 7.48040100e+02 7.49358200e+02 7.53725067e+02\n", " 7.53829500e+02 7.55355033e+02 7.55520700e+02 7.58836633e+02\n", " 7.62387867e+02 7.63143167e+02 7.66348733e+02 7.68971567e+02\n", " 7.71690033e+02 7.71855433e+02 7.71900900e+02 7.77666800e+02\n", " 7.81286667e+02 7.83356300e+02 7.83395900e+02 7.84903767e+02\n", " 7.85354233e+02 7.86817633e+02 7.87336200e+02 7.87810600e+02\n", " 7.87884767e+02 7.88152167e+02 7.91199933e+02 7.94924500e+02\n", " 8.03597967e+02 8.04818333e+02 8.04971833e+02 8.05982500e+02\n", " 8.06459833e+02 8.07300067e+02 8.07569933e+02 8.08607400e+02\n", " 8.10419967e+02 8.10488600e+02 8.10643200e+02 8.10799300e+02\n", " 8.11250100e+02 8.11898867e+02 8.16029533e+02 8.18734633e+02\n", " 8.21083567e+02 8.21420567e+02 8.22362567e+02 8.25336700e+02\n", " 8.37399733e+02 8.38474367e+02 8.39626800e+02 8.40622467e+02\n", " 8.40769667e+02 8.40938533e+02 8.40993000e+02 8.45850500e+02\n", " 8.46219467e+02 8.48651900e+02 8.50855000e+02 8.52591733e+02\n", " 8.53973967e+02 8.57111100e+02 8.60033233e+02 8.60507633e+02\n", " 8.60696300e+02 8.60709933e+02 8.60889567e+02 8.61242533e+02\n", " 8.61298900e+02 8.61718633e+02 8.70443433e+02 8.77442500e+02\n", " 8.77732400e+02 8.79108933e+02 8.79213633e+02 8.79783100e+02\n", " 8.81969100e+02 8.82329533e+02 8.82589333e+02 8.86025333e+02\n", " 8.86151700e+02 8.86541800e+02 8.87651167e+02 8.88055333e+02\n", " 8.88536467e+02 8.88734467e+02 8.92806033e+02 8.93229000e+02\n", " 8.99172300e+02 9.02944633e+02 9.04004700e+02 9.05129200e+02\n", " 9.05368000e+02 9.07753267e+02 9.10322933e+02 9.11847667e+02\n", " 9.16341933e+02 9.17366933e+02 9.17393000e+02 9.17481367e+02\n", " 9.26324667e+02 9.28639433e+02 9.30016500e+02 9.30137433e+02\n", " 9.30563667e+02 9.34862967e+02 9.35164267e+02 9.35766733e+02\n", " 9.36897400e+02 9.37808833e+02 9.38457867e+02 9.47270200e+02\n", " 9.57683200e+02 9.59529567e+02 9.59588933e+02 9.59832433e+02\n", " 9.60554267e+02 9.60682267e+02 9.61591333e+02 9.61655100e+02\n", " 9.62094400e+02 9.62433000e+02 9.62452067e+02 9.62603033e+02\n", " 9.62727033e+02 9.62970900e+02 9.63100867e+02 9.63143633e+02\n", " 9.63198200e+02 9.63242767e+02 9.63358400e+02 9.65065933e+02\n", " 9.65287833e+02 9.65346700e+02 9.65564733e+02 9.65673133e+02\n", " 9.65909767e+02 9.66508267e+02 9.70823800e+02 9.71458567e+02\n", " 9.71995833e+02 9.73504633e+02 9.73642200e+02 9.75534400e+02\n", " 9.75718633e+02 9.76350100e+02 9.82094500e+02 9.84428933e+02\n", " 9.86125233e+02 9.86624367e+02 9.87649767e+02 9.94651467e+02\n", " 9.94908300e+02] s\n", "[ 1.09616667 3.57006667 4.00893333 ... 999.1382 1000.43616667\n", " 1001.09773333] s\n", "[ 3.77233333 12.31106667 12.31486667 16.05383333 18.78456667\n", " 19.12626667 20.64626667 22.68683333 23.1231 27.2646\n", " 27.46816667 28.09476667 35.26773333 37.10186667 38.07066667\n", " 46.26116667 54.18346667 54.81346667 56.54333333 58.26453333\n", " 64.4768 65.19333333 70.81713333 70.83393333 82.7923\n", " 86.76943333 91.81923333 93.31716667 95.06456667 95.08376667\n", " 99.58446667 102.6641 107.2397 107.8018 109.4993\n", " 115.89373333 130.28013333 131.13113333 139.4876 139.55806667\n", " 151.61756667 156.22416667 157.15873333 157.55966667 163.3958\n", " 165.63483333 172.41233333 174.28796667 174.36466667 177.40666667\n", " 184.34413333 185.97386667 188.64546667 189.5616 190.23426667\n", " 198.46653333 204.68643333 208.0247 211.36676667 217.24133333\n", " 227.58183333 241.42283333 241.4468 257.95673333 263.6975\n", " 272.32196667 275.56036667 279.16033333 283.84243333 296.68466667\n", " 302.2811 303.36213333 304.39703333 304.90143333 306.4177\n", " 308.9232 308.92746667 311.7278 313.54943333 315.51676667\n", " 321.61683333 323.1329 327.8359 328.33273333 328.34556667\n", " 328.3483 340.60036667 340.73333333 340.9922 342.0431\n", " 345.0985 346.47096667 357.49216667 363.16406667 363.91563333\n", " 365.3884 365.45056667 367.03226667 370.13626667 371.66256667\n", " 373.0204 373.37886667 380.53953333 383.73736667 383.75666667\n", " 385.60543333 388.1108 390.79916667 392.5533 401.32546667\n", " 405.62086667 411.47753333 411.7644 415.17796667 421.1231\n", " 421.17206667 433.72783333 435.03623333 441.30643333 441.34243333\n", " 441.59303333 444.43953333 446.1766 448.39786667 448.46853333\n", " 448.69513333 448.80676667 452.12036667 452.42286667 494.05413333\n", " 500.01583333 501.20436667 523.37756667 526.10046667 531.86106667\n", " 545.1322 548.022 550.4615 552.15583333 552.887\n", " 574.275 577.089 579.8071 583.1303 585.17546667\n", " 594.17473333 595.08463333 602.9126 606.8464 625.22686667\n", " 631.47973333 635.36206667 638.84926667 639.2989 644.30853333\n", " 655.91396667 656.67563333 656.82233333 660.59226667 671.51243333\n", " 679.5799 679.9009 681.29796667 682.6212 686.07856667\n", " 701.62616667 705.18816667 707.78516667 713.0797 713.086\n", " 727.8343 729.22916667 729.77286667 731.57693333 739.96596667\n", " 742.31746667 744.10223333 763.9298 766.0133 766.8953\n", " 767.75703333 769.5856 770.63506667 772.80533333 775.25796667\n", " 779.29726667 779.83286667 780.41103333 796.943 798.15243333\n", " 798.18533333 810.5591 814.2274 826.60033333 828.27673333\n", " 836.17773333 839.18536667 840.04116667 840.5492 845.75393333\n", " 852.78743333 858.0407 859.02666667 861.08953333 865.13733333\n", " 877.7568 884.54173333 892.4036 892.40613333 898.5339\n", " 909.86393333 910.8928 917.17253333 924.31183333 924.41783333\n", " 929.53856667 933.65946667 935.57283333 935.90606667 939.22723333\n", " 939.61806667 940.0806 940.25733333 946.01376667 949.64113333\n", " 952.37123333 960.73063333 962.25873333 965.42386667 965.8859\n", " 965.92253333 973.30973333 974.3745 974.474 978.1194\n", " 988.27876667 988.34573333 996.70326667] s\n", "[ 2.5279 4.0521 4.2209 ... 1000.91676667 1001.314\n", " 1002.32926667] s\n", "[4.67000000e-02 1.07856667e+00 1.38320000e+00 1.70190000e+00\n", " 6.67253333e+00 6.69793333e+00 6.87846667e+00 7.35043333e+00\n", " 7.57426667e+00 8.66303333e+00 1.15830333e+01 1.23116000e+01\n", " 1.23150667e+01 1.23904000e+01 1.30811000e+01 1.76947333e+01\n", " 1.84185333e+01 1.84859667e+01 2.29412667e+01 2.53708667e+01\n", " 2.72960667e+01 2.97442000e+01 3.37137667e+01 4.22070667e+01\n", " 5.07530667e+01 5.24054000e+01 5.38994333e+01 6.17278333e+01\n", " 6.20107333e+01 6.26580000e+01 6.68100333e+01 6.72474000e+01\n", " 7.08074000e+01 7.08388333e+01 7.08527333e+01 7.20748667e+01\n", " 7.23970667e+01 7.48494000e+01 8.26218667e+01 8.33522000e+01\n", " 8.68547000e+01 8.73228000e+01 8.82896000e+01 8.84149667e+01\n", " 9.34399667e+01 9.46067667e+01 9.71208667e+01 9.95888333e+01\n", " 1.03275033e+02 1.07806133e+02 1.07823133e+02 1.11583633e+02\n", " 1.12235433e+02 1.13512500e+02 1.14088367e+02 1.16199367e+02\n", " 1.25030467e+02 1.27338900e+02 1.29218967e+02 1.32979100e+02\n", " 1.35169900e+02 1.35545233e+02 1.37219667e+02 1.37832400e+02\n", " 1.38400200e+02 1.39491200e+02 1.39506267e+02 1.39510467e+02\n", " 1.40354433e+02 1.40740233e+02 1.41656533e+02 1.44375600e+02\n", " 1.46376067e+02 1.46495767e+02 1.48543000e+02 1.51003500e+02\n", " 1.51175733e+02 1.51602500e+02 1.56472767e+02 1.57047567e+02\n", " 1.58451767e+02 1.59061733e+02 1.60709133e+02 1.61208067e+02\n", " 1.63000100e+02 1.67537367e+02 1.67590433e+02 1.69140000e+02\n", " 1.74270867e+02 1.75766400e+02 1.77105767e+02 1.78493400e+02\n", " 1.83145067e+02 1.88051800e+02 1.90051367e+02 1.95954967e+02\n", " 1.96730933e+02 2.01639000e+02 2.02009167e+02 2.02538167e+02\n", " 2.02973033e+02 2.03901233e+02 2.11118300e+02 2.11261033e+02\n", " 2.14407633e+02 2.15061800e+02 2.18815100e+02 2.19023500e+02\n", " 2.20717233e+02 2.21181533e+02 2.22634000e+02 2.22729833e+02\n", " 2.23921667e+02 2.28914233e+02 2.32424267e+02 2.41398033e+02\n", " 2.41445033e+02 2.43173533e+02 2.45692400e+02 2.46009867e+02\n", " 2.51945333e+02 2.52234033e+02 2.53961833e+02 2.54340033e+02\n", " 2.55954700e+02 2.58772833e+02 2.59293133e+02 2.60025867e+02\n", " 2.60787133e+02 2.61690167e+02 2.62122333e+02 2.65106833e+02\n", " 2.65414000e+02 2.67401400e+02 2.67698033e+02 2.67769500e+02\n", " 2.69663300e+02 2.69667600e+02 2.69757967e+02 2.72308967e+02\n", " 2.75567200e+02 2.76174833e+02 2.77784733e+02 2.78831033e+02\n", " 2.82592400e+02 2.83470800e+02 2.90036300e+02 2.90042367e+02\n", " 2.93855433e+02 2.95991800e+02 2.96365367e+02 2.97325867e+02\n", " 3.01100467e+02 3.01392667e+02 3.07241233e+02 3.07799433e+02\n", " 3.08550367e+02 3.08664700e+02 3.08923300e+02 3.10196000e+02\n", " 3.10535533e+02 3.13276200e+02 3.15659467e+02 3.17034267e+02\n", " 3.17807767e+02 3.18285933e+02 3.23217833e+02 3.27351533e+02\n", " 3.27995233e+02 3.28334233e+02 3.28347967e+02 3.28401833e+02\n", " 3.29134467e+02 3.29207167e+02 3.35976000e+02 3.36613533e+02\n", " 3.36969900e+02 3.37279967e+02 3.38150033e+02 3.39102900e+02\n", " 3.40992233e+02 3.43940133e+02 3.44496933e+02 3.44781633e+02\n", " 3.46691967e+02 3.51401400e+02 3.53366067e+02 3.54799633e+02\n", " 3.55685333e+02 3.60616233e+02 3.62323367e+02 3.62795400e+02\n", " 3.63471767e+02 3.64715467e+02 3.64969267e+02 3.65591867e+02\n", " 3.66014833e+02 3.67559567e+02 3.71558733e+02 3.72247433e+02\n", " 3.73636033e+02 3.76674967e+02 3.79563467e+02 3.81759233e+02\n", " 3.83794533e+02 3.84643867e+02 3.88569400e+02 3.88629800e+02\n", " 3.89976433e+02 3.91084033e+02 3.94783700e+02 3.97391867e+02\n", " 4.01590133e+02 4.02183567e+02 4.07383500e+02 4.07737467e+02\n", " 4.10336533e+02 4.14957467e+02 4.16143133e+02 4.18126467e+02\n", " 4.20219100e+02 4.20447267e+02 4.21302267e+02 4.22566200e+02\n", " 4.23619500e+02 4.24804333e+02 4.24898267e+02 4.30293167e+02\n", " 4.31219367e+02 4.34881433e+02 4.37581467e+02 4.38116533e+02\n", " 4.40033567e+02 4.42488767e+02 4.42743800e+02 4.43249400e+02\n", " 4.43966767e+02 4.45049133e+02 4.47499367e+02 4.47696633e+02\n", " 4.48032067e+02 4.49360767e+02 4.53398200e+02 4.54420367e+02\n", " 4.57390767e+02 4.61601300e+02 4.61812967e+02 4.62939267e+02\n", " 4.63476333e+02 4.63687000e+02 4.65771067e+02 4.67484600e+02\n", " 4.69070267e+02 4.71424833e+02 4.71555133e+02 4.73739033e+02\n", " 4.73866433e+02 4.79541467e+02 4.81187900e+02 4.84787633e+02\n", " 4.85246667e+02 4.87316233e+02 4.91064867e+02 4.91200533e+02\n", " 4.91607233e+02 4.94096367e+02 4.99649800e+02 5.00991067e+02\n", " 5.02049500e+02 5.05440300e+02 5.11663233e+02 5.12775800e+02\n", " 5.14537400e+02 5.15440100e+02 5.15618367e+02 5.17275000e+02\n", " 5.19151700e+02 5.20597600e+02 5.22078500e+02 5.22747233e+02\n", " 5.23212833e+02 5.25650900e+02 5.27218500e+02 5.29083333e+02\n", " 5.31014200e+02 5.31027233e+02 5.33231433e+02 5.34346833e+02\n", " 5.34582200e+02 5.35048333e+02 5.37717067e+02 5.38261500e+02\n", " 5.39964400e+02 5.40480200e+02 5.43744400e+02 5.47461733e+02\n", " 5.52488333e+02 5.53199700e+02 5.53357333e+02 5.54236500e+02\n", " 5.55559600e+02 5.55633767e+02 5.60252800e+02 5.61582167e+02\n", " 5.63598367e+02 5.64396067e+02 5.67675633e+02 5.69491933e+02\n", " 5.69941733e+02 5.71268067e+02 5.72021200e+02 5.74784167e+02\n", " 5.75181133e+02 5.76244000e+02 5.76794033e+02 5.86376600e+02\n", " 5.88951567e+02 5.89007233e+02 5.89064867e+02 5.94273667e+02\n", " 5.94488067e+02 5.96184900e+02 5.96603133e+02 5.99821667e+02\n", " 6.00775133e+02 6.01566667e+02 6.02881000e+02 6.07377167e+02\n", " 6.07603233e+02 6.07834833e+02 6.09077267e+02 6.10569000e+02\n", " 6.13113867e+02 6.14102100e+02 6.16036800e+02 6.23566800e+02\n", " 6.24205400e+02 6.31719133e+02 6.32054600e+02 6.32137167e+02\n", " 6.32503600e+02 6.33894200e+02 6.34691867e+02 6.35739800e+02\n", " 6.36034067e+02 6.36068767e+02 6.43118700e+02 6.44997033e+02\n", " 6.45521433e+02 6.45592800e+02 6.46883700e+02 6.48506133e+02\n", " 6.49285067e+02 6.50240433e+02 6.50336767e+02 6.51946600e+02\n", " 6.53021833e+02 6.53286600e+02 6.55787067e+02 6.59270033e+02\n", " 6.66410667e+02 6.68082567e+02 6.68282800e+02 6.75315500e+02\n", " 6.75679000e+02 6.75909300e+02 6.76882267e+02 6.77242133e+02\n", " 6.78840167e+02 6.83371800e+02 6.85332133e+02 6.88100400e+02\n", " 6.95110700e+02 6.96549300e+02 6.98981167e+02 7.01339200e+02\n", " 7.01672833e+02 7.01759867e+02 7.07722933e+02 7.09753800e+02\n", " 7.12182067e+02 7.13085000e+02 7.17078167e+02 7.17241700e+02\n", " 7.18849100e+02 7.19548667e+02 7.24071033e+02 7.25203133e+02\n", " 7.25331000e+02 7.25645933e+02 7.25735767e+02 7.27726467e+02\n", " 7.28595100e+02 7.31723833e+02 7.32029500e+02 7.34171133e+02\n", " 7.35142267e+02 7.35975933e+02 7.42858300e+02 7.48521300e+02\n", " 7.48570300e+02 7.48644500e+02 7.49046933e+02 7.49058400e+02\n", " 7.49545133e+02 7.49715333e+02 7.49892433e+02 7.54197033e+02\n", " 7.61130133e+02 7.61321967e+02 7.62191400e+02 7.64549367e+02\n", " 7.65208667e+02 7.65292767e+02 7.66369400e+02 7.66698767e+02\n", " 7.67705400e+02 7.72137533e+02 7.73002667e+02 7.74624600e+02\n", " 7.75826800e+02 7.76050567e+02 7.80970000e+02 7.81796500e+02\n", " 7.82672000e+02 7.85409067e+02 7.86922767e+02 7.98810367e+02\n", " 7.98886800e+02 8.04799633e+02 8.05326000e+02 8.05631567e+02\n", " 8.06101367e+02 8.07405867e+02 8.08438500e+02 8.10611033e+02\n", " 8.15775933e+02 8.16372800e+02 8.16452433e+02 8.16823833e+02\n", " 8.19050167e+02 8.19291667e+02 8.20481667e+02 8.28709067e+02\n", " 8.29742200e+02 8.30248267e+02 8.32400233e+02 8.33247367e+02\n", " 8.38579967e+02 8.40969633e+02 8.41744833e+02 8.43723200e+02\n", " 8.47637400e+02 8.47702633e+02 8.48069933e+02 8.48934933e+02\n", " 8.50908600e+02 8.52558033e+02 8.60633733e+02 8.61014500e+02\n", " 8.62001633e+02 8.63969433e+02 8.66757400e+02 8.66923133e+02\n", " 8.67104267e+02 8.67908767e+02 8.68229233e+02 8.68316200e+02\n", " 8.68439567e+02 8.69189667e+02 8.71700333e+02 8.72353933e+02\n", " 8.77902300e+02 8.80441233e+02 8.81113167e+02 8.88615133e+02\n", " 8.89134767e+02 8.90169633e+02 8.93189133e+02 8.96360767e+02\n", " 8.96636833e+02 9.00173867e+02 9.03527800e+02 9.04532100e+02\n", " 9.04591033e+02 9.07507167e+02 9.10914000e+02 9.14072167e+02\n", " 9.14189600e+02 9.19361067e+02 9.19916967e+02 9.21559667e+02\n", " 9.27497000e+02 9.28955467e+02 9.34805300e+02 9.35609467e+02\n", " 9.35906067e+02 9.36052967e+02 9.37120467e+02 9.38317633e+02\n", " 9.39746033e+02 9.43124933e+02 9.45623733e+02 9.46834600e+02\n", " 9.47923500e+02 9.51025833e+02 9.51661600e+02 9.56498367e+02\n", " 9.56614967e+02 9.60606200e+02 9.64667000e+02 9.66305933e+02\n", " 9.66471400e+02 9.66748033e+02 9.68374733e+02 9.70276733e+02\n", " 9.77280300e+02 9.77539833e+02 9.78068800e+02 9.81862833e+02\n", " 9.83289000e+02 9.84854800e+02 9.86336500e+02 9.87374167e+02\n", " 9.87734800e+02 9.89798433e+02 9.90450667e+02 9.95093533e+02\n", " 1.00221520e+03 1.00249450e+03 1.00268097e+03] s\n", "[4.06000000e-02 2.02200000e-01 3.39333333e-01 ... 1.00303140e+03\n", " 1.00305497e+03 1.00314467e+03] s\n", "[ 1.0534 1.07843333 1.08336667 3.26396667 3.6638\n", " 3.79523333 7.3504 9.48766667 9.53133333 10.73483333\n", " 12.3112 12.31486667 12.31803333 13.73333333 17.99\n", " 18.32133333 18.84183333 21.37153333 21.44453333 21.5362\n", " 22.3952 22.7482 27.32543333 28.3826 29.64103333\n", " 30.7028 30.91226667 31.339 31.4169 31.61016667\n", " 32.0248 34.4166 35.26303333 36.63503333 37.2131\n", " 37.28903333 39.35133333 42.5437 43.41123333 44.2507\n", " 47.1936 50.18116667 51.94046667 53.62623333 53.7571\n", " 54.8781 58.18753333 60.17023333 60.20246667 62.93496667\n", " 63.3066 63.4031 63.77173333 65.37796667 67.76386667\n", " 68.05523333 69.14956667 69.8951 70.8388 70.91713333\n", " 73.42916667 73.4314 74.91413333 75.6418 80.56636667\n", " 82.5494 85.0204 88.27946667 88.6162 92.99673333\n", " 93.9916 94.0282 94.50993333 94.59136667 95.05666667\n", " 97.68823333 98.0998 100.24966667 102.6701 103.14\n", " 107.80623333 110.98946667 111.25513333 111.26466667 111.63993333\n", " 112.11986667 113.17786667 116.17413333 116.8513 119.48676667\n", " 121.03183333 122.86796667 123.01673333 123.22143333 123.54236667\n", " 125.1438 128.395 129.5249 130.29916667 133.65543333\n", " 136.08066667 138.30876667 139.4875 139.49396667 141.3141\n", " 144.7177 145.7581 145.9531 146.91526667 147.02623333\n", " 147.3417 147.76313333 148.2106 148.81566667 152.3122\n", " 153.15116667 155.31266667 157.36443333 159.0489 163.5035\n", " 171.76756667 173.77543333 175.55796667 175.8717 177.35803333\n", " 177.4033 177.40666667 177.47143333 177.69703333 181.58986667\n", " 182.69673333 182.99473333 186.90616667 192.61893333 193.48606667\n", " 198.35206667 199.01013333 199.85683333 202.2269 208.14483333\n", " 212.30623333 212.51036667 213.7286 214.5085 215.50343333\n", " 218.06056667 221.0358 222.3282 223.69796667 225.16346667\n", " 225.34696667 225.57313333 227.14456667 227.271 228.80406667\n", " 237.5824 241.34336667 241.3711 241.4225 241.42673333\n", " 242.6203 245.48626667 253.133 254.46823333 256.74126667\n", " 258.62456667 259.0674 261.62953333 262.98233333 263.2786\n", " 264.6236 264.82826667 266.04443333 267.7935 268.32106667\n", " 268.97536667 269.04796667 269.3419 269.43313333 276.6823\n", " 276.9075 278.68 279.72063333 280.93673333 280.95836667\n", " 281.8744 283.17613333 283.29456667 286.8402 286.9299\n", " 288.84853333 292.67353333 293.47273333 296.36506667 296.71923333\n", " 296.90996667 297.12626667 298.802 299.11983333 300.50233333\n", " 300.694 307.67636667 308.44086667 308.71793333 308.92303333\n", " 311.1941 313.47873333 317.93753333 318.05726667 318.7539\n", " 318.784 319.24616667 321.8363 323.7476 323.9557\n", " 326.34383333 327.0946 327.24743333 327.77813333 328.34823333\n", " 330.24413333 330.5499 331.10063333 331.46676667 333.9124\n", " 339.0489 339.95123333 340.99223333 341.3513 341.52956667\n", " 341.6433 343.09163333 343.68053333 345.3584 345.4715\n", " 345.91753333 346.15786667 346.26233333 346.9105 352.23316667\n", " 354.27903333 354.74273333 355.5054 359.91283333 363.8358\n", " 364.355 364.78386667 366.55996667 368.66873333 369.8976\n", " 374.086 374.8689 375.81086667 376.6017 381.15256667\n", " 381.76436667 382.74313333 382.9597 383.75683333 385.0911\n", " 386.65026667 387.85313333 388.5979 391.12403333 392.54186667\n", " 394.89173333 399.19993333 400.1164 400.95916667 405.5636\n", " 405.80106667 408.87353333 411.09816667 411.3047 412.5179\n", " 413.14383333 413.186 415.1758 418.10896667 419.02136667\n", " 419.64496667 421.2305 421.3602 421.85093333 424.1198\n", " 425.5171 427.13103333 427.2555 431.612 431.6743\n", " 432.10503333 434.8088 435.33933333 435.71476667 437.50313333\n", " 438.5918 440.50706667 440.56646667 441.3419 441.42026667\n", " 441.46703333 441.53356667 442.4606 443.00736667 444.24596667\n", " 444.80423333 445.76176667 446.06803333 446.76786667 447.5031\n", " 449.0401 450.78536667 451.5918 452.3 452.35856667\n", " 452.57396667 454.07383333 455.4109 455.8324 456.8936\n", " 457.0006 457.23193333 459.0857 460.267 463.04653333\n", " 463.06286667 463.59923333 464.09233333 464.40563333 466.45103333\n", " 466.57023333 469.02083333 471.19166667 471.69466667 474.03773333\n", " 480.24286667 481.71726667 482.0875 483.08736667 484.91103333\n", " 484.9247 493.15203333 494.01676667 497.40196667 497.79226667\n", " 498.39626667 499.23813333 499.31656667 499.35416667 499.62033333\n", " 505.287 507.34596667 509.80983333 510.8983 511.8984\n", " 511.9254 513.3862 514.3328 518.20176667 519.36383333\n", " 523.23476667 524.62963333 524.99163333 525.5501 525.59003333\n", " 526.38113333 528.0244 528.5153 531.2272 531.55216667\n", " 534.98956667 537.95823333 539.22796667 539.40983333 540.6041\n", " 544.57003333 547.37103333 548.02743333 550.389 550.49173333\n", " 550.90296667 556.3413 556.39536667 556.82236667 558.8768\n", " 560.5665 562.50813333 563.93566667 564.2199 564.28216667\n", " 569.98616667 570.2986 570.5942 570.9708 571.5016\n", " 573.2492 574.53833333 579.36263333 579.53816667 580.1348\n", " 581.10556667 582.26196667 583.786 586.9691 587.36\n", " 587.99786667 589.90956667 591.1153 594.52813333 594.98656667\n", " 595.0581 595.13963333 597.29163333 599.16 600.9852\n", " 602.87743333 606.62853333 606.97986667 608.949 610.74466667\n", " 610.89316667 613.306 616.4636 616.71106667 616.9617\n", " 617.4005 617.88766667 618.96073333 621.3979 621.85243333\n", " 624.36386667 624.84973333 625.69123333 625.8537 629.28933333\n", " 629.31963333 631.4607 634.00226667 642.49323333 642.55966667\n", " 642.73043333 642.78296667 643.4659 643.9725 645.2124\n", " 645.4288 647.37196667 648.35813333 648.52776667 651.38983333\n", " 651.95413333 651.96433333 654.67826667 656.82763333 659.96773333\n", " 660.44543333 661.11806667 662.11593333 662.39826667 664.1224\n", " 666.66076667 668.82656667 671.6936 672.1587 672.24433333\n", " 672.32906667 672.48313333 679.27546667 679.81826667 680.59406667\n", " 681.6784 684.6408 686.01736667 686.039 686.60506667\n", " 686.83283333 691.7229 691.76536667 691.76823333 695.47763333\n", " 695.5442 695.65106667 698.42666667 703.06073333 703.13263333\n", " 706.00973333 709.53373333 709.58286667 710.12153333 711.46933333\n", " 711.80616667 713.07936667 713.34886667 715.51193333 717.6334\n", " 718.59223333 718.7679 719.19383333 719.54906667 720.69413333\n", " 721.23946667 726.8053 728.03006667 731.57003333 731.62936667\n", " 733.12196667 733.3175 733.44353333 733.5186 733.69806667\n", " 733.94663333 733.94863333 735.29916667 735.81993333 736.16346667\n", " 737.54313333 741.02383333 741.6651 741.85943333 744.15193333\n", " 744.20933333 745.46323333 747.83806667 748.25426667 749.8962\n", " 753.91016667 754.49176667 756.33673333 757.00776667 757.30486667\n", " 757.42066667 758.02993333 759.60563333 759.98286667 763.10023333\n", " 763.36616667 763.40683333 763.73343333 763.80673333 765.5538\n", " 765.85893333 767.44206667 769.5343 769.85203333 770.26496667\n", " 770.7269 772.31046667 777.4627 777.7542 784.80813333\n", " 787.10036667 788.4786 788.7049 789.7309 790.46786667\n", " 790.64556667 792.1023 794.7568 795.92633333 795.9893\n", " 796.27296667 796.40173333 797.55966667 799.69533333 801.18113333\n", " 802.1876 802.81423333 804.17623333 804.3229 805.18446667\n", " 806.21336667 808.18663333 808.72946667 809.62166667 809.7539\n", " 809.79643333 810.26673333 811.5273 814.22116667 814.86123333\n", " 815.34363333 815.5144 816.70766667 818.5698 821.9862\n", " 822.4695 823.6468 826.29203333 826.75263333 835.02503333\n", " 835.92076667 838.28573333 838.30936667 838.52276667 839.47126667\n", " 844.683 844.91803333 845.85343333 848.3925 849.48963333\n", " 852.88363333 853.37723333 854.994 857.789 857.98733333\n", " 862.9343 862.96516667 864.4711 867.2868 869.39326667\n", " 873.07193333 875.30053333 875.58036667 876.26796667 879.36303333\n", " 881.5357 884.22043333 884.36563333 885.10366667 885.35103333\n", " 885.8804 888.29623333 891.17906667 891.64786667 895.5625\n", " 895.6443 898.5635 899.6075 899.92213333 900.0648\n", " 901.55803333 902.81643333 902.88316667 903.56396667 904.44016667\n", " 905.05873333 906.29946667 909.19976667 910.1088 911.3682\n", " 913.61656667 914.72683333 915.2829 916.3075 917.05166667\n", " 917.7155 917.8528 918.84996667 919.01713333 920.9552\n", " 921.54373333 921.67736667 922.2512 923.66186667 923.8503\n", " 924.06446667 927.96486667 929.07246667 930.187 930.2891\n", " 932.73183333 934.12953333 935.33436667 942.30903333 946.38113333\n", " 946.517 947.75583333 947.89273333 948.2317 950.3932\n", " 953.32053333 954.50463333 955.8154 960.5759 961.03096667\n", " 961.55306667 961.60936667 962.00896667 965.35513333 965.9512\n", " 967.5279 968.69653333 968.84223333 969.95956667 970.7422\n", " 974.3019 974.6027 976.95356667 978.21193333 979.13223333\n", " 980.48246667 980.56763333 981.61273333 982.66536667 983.04923333\n", " 983.40026667 984.05546667 989.33853333 992.632 992.91183333\n", " 993.6258 994.40413333 998.79356667 999.86593333 999.93386667] s\n", "[2.40000000e-01 1.12193333e+00 1.27610000e+00 ... 1.00192687e+03\n", " 1.00276343e+03 1.00308073e+03] s\n", "[2.40933333e-01 1.75186667e+00 5.33906667e+00 5.56046667e+00\n", " 5.60373333e+00 6.17593333e+00 6.36016667e+00 7.48190000e+00\n", " 8.03746667e+00 8.66376667e+00 1.08049667e+01 1.23149000e+01\n", " 1.23180000e+01 1.23394000e+01 1.28933000e+01 1.40443667e+01\n", " 1.44299667e+01 1.46306333e+01 1.46718000e+01 1.46883333e+01\n", " 1.47418000e+01 1.49212667e+01 1.50618667e+01 1.61981333e+01\n", " 1.67480667e+01 1.75839000e+01 1.78415000e+01 1.84280000e+01\n", " 1.87160000e+01 1.97071667e+01 2.23623333e+01 2.56063667e+01\n", " 2.57062667e+01 2.58888667e+01 2.78125667e+01 2.79196333e+01\n", " 2.79548000e+01 2.79832000e+01 2.84617000e+01 2.88053333e+01\n", " 2.91960667e+01 3.16378000e+01 3.52484667e+01 3.55801667e+01\n", " 3.92368667e+01 4.13953000e+01 4.34136333e+01 4.59358000e+01\n", " 4.59458000e+01 4.71326000e+01 4.75358667e+01 4.76598667e+01\n", " 4.76975667e+01 4.79192667e+01 4.83495333e+01 4.85008667e+01\n", " 4.89240000e+01 4.92760333e+01 4.93456000e+01 5.29524000e+01\n", " 5.31740000e+01 5.39652333e+01 5.42774333e+01 5.43457000e+01\n", " 5.55738667e+01 5.62714333e+01 5.69471333e+01 5.71243667e+01\n", " 5.79746667e+01 5.80756000e+01 5.81527000e+01 5.82509667e+01\n", " 5.82740667e+01 5.86261667e+01 6.21072333e+01 6.37965667e+01\n", " 6.53439000e+01 6.66864667e+01 6.85072667e+01 6.96510000e+01\n", " 7.01590333e+01 7.08387667e+01 7.30974000e+01 7.40338333e+01\n", " 7.51443000e+01 7.53894000e+01 7.66487333e+01 7.70040000e+01\n", " 7.84423667e+01 7.85252667e+01 8.32998667e+01 8.53031667e+01\n", " 8.54801333e+01 8.70142333e+01 8.72432667e+01 8.72880000e+01\n", " 8.73487333e+01 8.80166333e+01 8.85599667e+01 8.92052000e+01\n", " 9.30655000e+01 9.50792333e+01 9.58202333e+01 9.61602667e+01\n", " 9.75959333e+01 9.81642667e+01 1.00872433e+02 1.02021967e+02\n", " 1.02023633e+02 1.03327000e+02 1.04334067e+02 1.04401600e+02\n", " 1.05495367e+02 1.07089233e+02 1.07810633e+02 1.08081500e+02\n", " 1.13216533e+02 1.13403067e+02 1.14744967e+02 1.16838767e+02\n", " 1.19202233e+02 1.19825400e+02 1.20314667e+02 1.24906800e+02\n", " 1.26457867e+02 1.26493933e+02 1.32440233e+02 1.35239533e+02\n", " 1.36127100e+02 1.36331467e+02 1.38644867e+02 1.38858233e+02\n", " 1.38861867e+02 1.39487567e+02 1.43018267e+02 1.43797400e+02\n", " 1.44441100e+02 1.44993133e+02 1.45477633e+02 1.46103100e+02\n", " 1.46942767e+02 1.48571667e+02 1.50236067e+02 1.50786367e+02\n", " 1.51665267e+02 1.56257433e+02 1.56820533e+02 1.57361733e+02\n", " 1.57411533e+02 1.57469400e+02 1.57476333e+02 1.58526933e+02\n", " 1.58872033e+02 1.59036767e+02 1.59039267e+02 1.59196367e+02\n", " 1.60431867e+02 1.60569133e+02 1.60757400e+02 1.61729300e+02\n", " 1.65689267e+02 1.67827733e+02 1.67989100e+02 1.73764967e+02\n", " 1.76613400e+02 1.76918067e+02 1.77406533e+02 1.79864533e+02\n", " 1.81186933e+02 1.81235433e+02 1.82589100e+02 1.83572300e+02\n", " 1.86887600e+02 1.87577700e+02 1.87638200e+02 1.87858433e+02\n", " 1.89877367e+02 1.91088100e+02 1.91853900e+02 1.92234833e+02\n", " 1.93569333e+02 1.94146333e+02 1.94160233e+02 1.94227600e+02\n", " 1.97113900e+02 1.97855567e+02 1.97941000e+02 1.99444700e+02\n", " 2.00028733e+02 2.00030133e+02 2.02194667e+02 2.02256467e+02\n", " 2.03437400e+02 2.03903000e+02 2.04286033e+02 2.04332500e+02\n", " 2.04616100e+02 2.05534600e+02 2.06466867e+02 2.06536600e+02\n", " 2.06596133e+02 2.07085633e+02 2.07710400e+02 2.09423100e+02\n", " 2.09435133e+02 2.09574833e+02 2.09982367e+02 2.14079900e+02\n", " 2.16098567e+02 2.18724533e+02 2.19185667e+02 2.19890833e+02\n", " 2.20575933e+02 2.20923667e+02 2.21329567e+02 2.22025067e+02\n", " 2.22126600e+02 2.22503933e+02 2.22625233e+02 2.22876800e+02\n", " 2.23482700e+02 2.24263600e+02 2.25577733e+02 2.26761033e+02\n", " 2.27363000e+02 2.27487433e+02 2.28210067e+02 2.33500633e+02\n", " 2.33831933e+02 2.33896633e+02 2.33947400e+02 2.35096200e+02\n", " 2.36126400e+02 2.39289067e+02 2.40268933e+02 2.41826867e+02\n", " 2.42581567e+02 2.45901267e+02 2.48212167e+02 2.50839667e+02\n", " 2.50868400e+02 2.52525333e+02 2.53053600e+02 2.53975900e+02\n", " 2.53992567e+02 2.56906967e+02 2.57856200e+02 2.59938567e+02\n", " 2.59998000e+02 2.65467633e+02 2.66271467e+02 2.66529933e+02\n", " 2.70777400e+02 2.71035533e+02 2.71232300e+02 2.72322133e+02\n", " 2.73784800e+02 2.74094600e+02 2.74945467e+02 2.77765833e+02\n", " 2.79042867e+02 2.81381033e+02 2.87795400e+02 2.89115833e+02\n", " 2.89492533e+02 2.95116933e+02 2.97002133e+02 2.99214533e+02\n", " 3.00582300e+02 3.00585300e+02 3.03803200e+02 3.05219800e+02\n", " 3.06733900e+02 3.06817733e+02 3.08125367e+02 3.08556267e+02\n", " 3.09384067e+02 3.11470367e+02 3.12816833e+02 3.13263400e+02\n", " 3.14321767e+02 3.14947533e+02 3.15610967e+02 3.20397067e+02\n", " 3.20600300e+02 3.21403033e+02 3.26454900e+02 3.27239700e+02\n", " 3.28309333e+02 3.33155567e+02 3.34143800e+02 3.34575433e+02\n", " 3.39971767e+02 3.40992233e+02 3.43361633e+02 3.46161300e+02\n", " 3.48277167e+02 3.51815967e+02 3.52396467e+02 3.55008767e+02\n", " 3.57042267e+02 3.57639467e+02 3.58351533e+02 3.59733233e+02\n", " 3.60904667e+02 3.61090600e+02 3.62099667e+02 3.62146667e+02\n", " 3.63597967e+02 3.63753500e+02 3.66068300e+02 3.71787033e+02\n", " 3.76327967e+02 3.76390933e+02 3.76536167e+02 3.78068033e+02\n", " 3.79100433e+02 3.81125067e+02 3.83389000e+02 3.84654300e+02\n", " 3.85156800e+02 3.86807300e+02 3.87557367e+02 3.89841833e+02\n", " 3.90070667e+02 3.90256100e+02 3.91959033e+02 3.92782800e+02\n", " 3.94763400e+02 3.95523133e+02 3.95818467e+02 3.96155967e+02\n", " 3.96381500e+02 4.00891267e+02 4.00930133e+02 4.00976367e+02\n", " 4.01360967e+02 4.01665767e+02 4.02791167e+02 4.02798100e+02\n", " 4.03060700e+02 4.04000167e+02 4.04809167e+02 4.04929433e+02\n", " 4.06216900e+02 4.06841500e+02 4.07493133e+02 4.07588933e+02\n", " 4.11992467e+02 4.13378367e+02 4.14507133e+02 4.16205700e+02\n", " 4.19237733e+02 4.21086300e+02 4.21276267e+02 4.21510867e+02\n", " 4.21640100e+02 4.21862667e+02 4.28065000e+02 4.28806600e+02\n", " 4.29404467e+02 4.30681333e+02 4.31687833e+02 4.34177633e+02\n", " 4.34913933e+02 4.37941767e+02 4.38609400e+02 4.40940367e+02\n", " 4.41357333e+02 4.46614433e+02 4.46723500e+02 4.47639300e+02\n", " 4.50726333e+02 4.51973367e+02 4.53055900e+02 4.53949233e+02\n", " 4.56733833e+02 4.58271600e+02 4.59593767e+02 4.61492067e+02\n", " 4.65368933e+02 4.68422700e+02 4.69801933e+02 4.70259867e+02\n", " 4.70463900e+02 4.70880667e+02 4.71637533e+02 4.72452133e+02\n", " 4.72491767e+02 4.73787300e+02 4.74160367e+02 4.76596700e+02\n", " 4.77234233e+02 4.77663800e+02 4.77990867e+02 4.78052000e+02\n", " 4.78078700e+02 4.78406133e+02 4.78423333e+02 4.79023867e+02\n", " 4.79722133e+02 4.79903367e+02 4.82054433e+02 4.82252233e+02\n", " 4.82289567e+02 4.82312700e+02 4.82448567e+02 4.82549800e+02\n", " 4.82965100e+02 4.83039833e+02 4.83070833e+02 4.83148267e+02\n", " 4.83229100e+02 4.83255600e+02 4.83319133e+02 4.83365933e+02\n", " 4.83409733e+02 4.83488000e+02 4.83548400e+02 4.83666533e+02\n", " 4.83817200e+02 4.84874233e+02 4.89399700e+02 4.89655533e+02\n", " 4.95458000e+02 4.95569867e+02 4.95864833e+02 4.97050367e+02\n", " 5.00870400e+02 5.01542133e+02 5.03004567e+02 5.03317167e+02\n", " 5.04185633e+02 5.04376467e+02 5.04870167e+02 5.05305900e+02\n", " 5.07916600e+02 5.10293133e+02 5.14564067e+02 5.15471300e+02\n", " 5.16526367e+02 5.18195267e+02 5.19172200e+02 5.20282733e+02\n", " 5.22093833e+02 5.26008900e+02 5.27841600e+02 5.29215200e+02\n", " 5.31368667e+02 5.33536167e+02 5.34071233e+02 5.39501400e+02\n", " 5.42497933e+02 5.43745000e+02 5.49140133e+02 5.49905700e+02\n", " 5.58713867e+02 5.60471600e+02 5.66668900e+02 5.66950733e+02\n", " 5.66997333e+02 5.67465433e+02 5.72452667e+02 5.74366933e+02\n", " 5.75928633e+02 5.76092067e+02 5.78568733e+02 5.81647800e+02\n", " 5.86504933e+02 5.86628267e+02 5.86707333e+02 5.87161700e+02\n", " 5.89650700e+02 5.90874200e+02 5.92504867e+02 5.93222367e+02\n", " 5.93727667e+02 5.93813300e+02 5.94503167e+02 5.94532400e+02\n", " 5.95057800e+02 5.96258233e+02 5.96667767e+02 5.96936333e+02\n", " 5.99279200e+02 6.04547333e+02 6.07414367e+02 6.10705733e+02\n", " 6.12959500e+02 6.18768233e+02 6.18988500e+02 6.19154300e+02\n", " 6.21407200e+02 6.26653533e+02 6.26771433e+02 6.27117833e+02\n", " 6.27220567e+02 6.29254800e+02 6.29258200e+02 6.29265233e+02\n", " 6.29318833e+02 6.32456633e+02 6.34679900e+02 6.34814200e+02\n", " 6.37366500e+02 6.39208100e+02 6.39509500e+02 6.39669367e+02\n", " 6.41853133e+02 6.42365167e+02 6.45860533e+02 6.45921300e+02\n", " 6.45962667e+02 6.46022367e+02 6.46050100e+02 6.46479867e+02\n", " 6.47450333e+02 6.47879300e+02 6.48718167e+02 6.48731467e+02\n", " 6.49494033e+02 6.53565567e+02 6.57411200e+02 6.57429100e+02\n", " 6.58598167e+02 6.59363633e+02 6.60518767e+02 6.62394033e+02\n", " 6.68471067e+02 6.68900400e+02 6.72343933e+02 6.73587733e+02\n", " 6.78420933e+02 6.80633767e+02 6.84675000e+02 6.85245133e+02\n", " 6.85743867e+02 6.87538600e+02 6.88317533e+02 6.88810500e+02\n", " 6.88923700e+02 6.91731600e+02 6.94320967e+02 6.95449333e+02\n", " 6.97522300e+02 6.99667567e+02 7.00407133e+02 7.08401967e+02\n", " 7.08633233e+02 7.15257733e+02 7.17019533e+02 7.17113367e+02\n", " 7.20423000e+02 7.22276200e+02 7.27202033e+02 7.27688700e+02\n", " 7.28398367e+02 7.28567933e+02 7.30133700e+02 7.33552700e+02\n", " 7.36607400e+02 7.38736133e+02 7.39350067e+02 7.39750333e+02\n", " 7.39800500e+02 7.40762700e+02 7.41881767e+02 7.45307300e+02\n", " 7.45500833e+02 7.45527500e+02 7.45548800e+02 7.46395267e+02\n", " 7.46423033e+02 7.48333633e+02 7.48802700e+02 7.49227700e+02\n", " 7.51586167e+02 7.51631567e+02 7.51644300e+02 7.51748767e+02\n", " 7.51758467e+02 7.51945067e+02 7.52594500e+02 7.53309133e+02\n", " 7.53997500e+02 7.54344400e+02 7.55950033e+02 7.61628867e+02\n", " 7.65617933e+02 7.66811433e+02 7.66878467e+02 7.69445933e+02\n", " 7.71683767e+02 7.72315133e+02 7.72560867e+02 7.72662233e+02\n", " 7.73268733e+02 7.73435267e+02 7.73730167e+02 7.74141867e+02\n", " 7.74462767e+02 7.75285867e+02 7.75288867e+02 7.78569567e+02\n", " 7.80132133e+02 7.80218867e+02 7.80226833e+02 7.80843100e+02\n", " 7.81365500e+02 7.81451333e+02 7.83919033e+02 7.83939000e+02\n", " 7.88360300e+02 7.90040900e+02 7.90118267e+02 7.90425367e+02\n", " 7.92762700e+02 7.96037733e+02 7.96196200e+02 7.96273267e+02\n", " 7.96343333e+02 7.96460100e+02 7.97294333e+02 7.97307467e+02\n", " 7.98350233e+02 8.02556900e+02 8.02677733e+02 8.04977767e+02\n", " 8.06207500e+02 8.06915633e+02 8.07060600e+02 8.08252433e+02\n", " 8.08707167e+02 8.08774433e+02 8.08800200e+02 8.09392600e+02\n", " 8.10371933e+02 8.11246500e+02 8.12838233e+02 8.13376700e+02\n", " 8.14619933e+02 8.14785867e+02 8.15297033e+02 8.16127967e+02\n", " 8.16251700e+02 8.16442633e+02 8.16513500e+02 8.17675367e+02\n", " 8.19091400e+02 8.20282367e+02 8.20632700e+02 8.21628200e+02\n", " 8.22821067e+02 8.23059033e+02 8.23333033e+02 8.25244033e+02\n", " 8.27873767e+02 8.28685967e+02 8.28736900e+02 8.29321400e+02\n", " 8.31499233e+02 8.32385967e+02 8.32882033e+02 8.33847733e+02\n", " 8.34476867e+02 8.38456767e+02 8.38620000e+02 8.38747967e+02\n", " 8.39502600e+02 8.39606600e+02 8.39833733e+02 8.40084667e+02\n", " 8.41219333e+02 8.41227000e+02 8.42552733e+02 8.42627767e+02\n", " 8.43665400e+02 8.43791867e+02 8.44167033e+02 8.44702467e+02\n", " 8.44774033e+02 8.45058233e+02 8.45421967e+02 8.45443967e+02\n", " 8.45446667e+02 8.45761367e+02 8.46483300e+02 8.46672000e+02\n", " 8.47099767e+02 8.47132067e+02 8.47309667e+02 8.47407567e+02\n", " 8.48388800e+02 8.48672433e+02 8.51080400e+02 8.51196233e+02\n", " 8.57126800e+02 8.57218200e+02 8.57486500e+02 8.58350267e+02\n", " 8.59315900e+02 8.60718867e+02 8.63274900e+02 8.65142000e+02\n", " 8.67212700e+02 8.67995767e+02 8.68422733e+02 8.69930067e+02\n", " 8.70408033e+02 8.74127933e+02 8.74686800e+02 8.77939733e+02\n", " 8.79977100e+02 8.85003933e+02 8.85257100e+02 8.87457600e+02\n", " 8.88155167e+02 8.89515567e+02 8.91041533e+02 8.92928400e+02\n", " 8.94871200e+02 8.94988100e+02 8.95110833e+02 8.95162700e+02\n", " 8.95616233e+02 8.95659300e+02 8.95722967e+02 8.98917500e+02\n", " 8.99130400e+02 9.00713567e+02 9.06325833e+02 9.06666167e+02\n", " 9.06831700e+02 9.07282167e+02 9.09120133e+02 9.09863700e+02\n", " 9.10353333e+02 9.11225467e+02 9.14113467e+02 9.14826633e+02\n", " 9.17029333e+02 9.18503800e+02 9.18800833e+02 9.18891267e+02\n", " 9.20695567e+02 9.20839300e+02 9.25250300e+02 9.27950400e+02\n", " 9.29501200e+02 9.30024633e+02 9.33569667e+02 9.36387967e+02\n", " 9.38266667e+02 9.38663033e+02 9.44655300e+02 9.47481933e+02\n", " 9.47532233e+02 9.51352667e+02 9.51698600e+02 9.51926533e+02\n", " 9.52075433e+02 9.53266433e+02 9.54454467e+02 9.54564800e+02\n", " 9.56351000e+02 9.56799033e+02 9.57774667e+02 9.58060700e+02\n", " 9.58170033e+02 9.58250667e+02 9.58325300e+02 9.58363333e+02\n", " 9.58385933e+02 9.58512900e+02 9.59530467e+02 9.60411400e+02\n", " 9.60742500e+02 9.60793533e+02 9.62390533e+02 9.63798233e+02\n", " 9.67292567e+02 9.73417600e+02 9.74493800e+02 9.75055233e+02\n", " 9.76066500e+02 9.76780933e+02 9.78031000e+02 9.79413767e+02\n", " 9.81295033e+02 9.84536700e+02 9.85333933e+02 9.90146133e+02\n", " 9.91414833e+02 9.91419233e+02 9.91508100e+02 9.93718933e+02\n", " 9.97067100e+02 9.97331833e+02 1.00075570e+03 1.00119543e+03\n", " 1.00163230e+03 1.00181477e+03] s\n", "[1.08700000e-01 2.65166667e-01 3.72566667e-01 ... 1.00269830e+03\n", " 1.00281123e+03 1.00291217e+03] s\n", "[9.89000000e-02 7.65966667e-01 1.08080000e+00 ... 1.00300267e+03\n", " 1.00302990e+03 1.00317240e+03] s\n", "[1.48400000e-01 1.85300000e-01 2.37800000e-01 ... 1.00299897e+03\n", " 1.00305030e+03 1.00311807e+03] s\n", "[2.46666667e-03 8.90000000e-03 4.76000000e-02 ... 1.00309563e+03\n", " 1.00311393e+03 1.00319813e+03] s\n", "[3.33233333e-01 6.05133333e-01 2.31946667e+00 ... 1.00204010e+03\n", " 1.00268190e+03 1.00280117e+03] s\n", "[ 1.59773333 2.22823333 2.4728 3.68243333 4.01506667\n", " 4.19046667 4.43456667 8.95163333 9.84543333 9.91663333\n", " 11.0466 12.31503333 12.68193333 14.66933333 16.44496667\n", " 17.4531 19.90986667 20.03316667 20.65113333 21.72876667\n", " 22.08943333 23.0052 23.2509 26.25356667 26.33516667\n", " 27.31333333 27.373 27.46713333 27.92583333 33.27916667\n", " 33.44103333 33.6901 35.0572 36.7048 39.03673333\n", " 39.2036 39.33376667 39.3665 39.54993333 44.0185\n", " 44.3752 44.4182 44.62726667 46.26456667 49.53893333\n", " 50.25993333 50.27073333 50.29306667 51.7629 52.90183333\n", " 55.77383333 55.8188 56.3395 56.4235 56.57316667\n", " 56.92153333 57.6774 57.84023333 57.95743333 59.68736667\n", " 60.45003333 60.62943333 61.5619 63.61043333 63.96116667\n", " 67.5221 67.57996667 67.87716667 67.92993333 68.22753333\n", " 68.34203333 69.0128 69.41726667 69.76516667 69.7805\n", " 70.78326667 70.8053 70.83876667 73.74806667 74.08936667\n", " 74.62773333 75.15173333 75.20933333 76.6283 77.1672\n", " 78.46586667 79.66223333 79.9439 80.3497 81.14256667\n", " 82.54896667 83.9971 85.40073333 85.47506667 85.78543333\n", " 86.1432 87.03933333 87.2435 88.56243333 89.73053333\n", " 90.30183333 91.75556667 91.75716667 91.7883 95.04806667\n", " 95.08803333 95.89416667 96.48086667 96.85833333 98.10043333\n", " 98.4815 98.56383333 98.69463333 99.77583333 105.30876667\n", " 105.98626667 106.119 106.85256667 108.8918 109.23696667\n", " 114.6737 118.76646667 118.98613333 119.08743333 121.7231\n", " 122.32996667 122.8366 123.4772 129.88193333 131.35046667\n", " 139.5579 141.3055 142.59883333 142.85793333 147.1233\n", " 147.86363333 148.59213333 150.0846 150.0979 150.12686667\n", " 150.2031 150.20693333 152.7038 153.5376 154.6409\n", " 155.92256667 156.06586667 156.61763333 161.79146667 162.31976667\n", " 162.32126667 163.29713333 165.95643333 167.7845 167.9138\n", " 169.3849 169.56206667 173.79283333 174.65973333 175.29536667\n", " 175.84673333 176.2501 177.41623333 178.72323333 179.15833333\n", " 179.73813333 182.9993 184.3437 186.4826 186.8993\n", " 189.98743333 190.06406667 192.14456667 194.5383 196.4396\n", " 197.11736667 204.35016667 206.04953333 206.65136667 209.25083333\n", " 212.4941 212.54896667 212.68673333 213.91346667 217.16333333\n", " 218.21186667 218.3653 219.96396667 220.01286667 225.16286667\n", " 225.18003333 225.64056667 225.66973333 230.62416667 231.3248\n", " 231.36666667 231.4044 232.02756667 232.15506667 233.5403\n", " 233.6692 233.6842 235.37416667 237.59653333 238.3483\n", " 238.81763333 238.9379 239.97703333 240.19386667 242.15146667\n", " 243.87476667 244.54136667 251.0418 252.14616667 252.6945\n", " 253.9671 254.75103333 256.59586667 256.7329 257.6054\n", " 261.0387 261.61573333 262.8154 262.8222 264.67953333\n", " 264.6852 267.4083 269.09933333 270.51826667 270.5298\n", " 272.32183333 273.59133333 275.08046667 275.24256667 275.3205\n", " 275.51963333 275.617 275.68253333 275.9025 276.64736667\n", " 277.8244 278.0672 286.28113333 288.75493333 288.88933333\n", " 289.35666667 289.441 290.19246667 292.7815 292.8888\n", " 294.83933333 299.84003333 302.01966667 305.4251 305.49363333\n", " 305.70423333 307.8432 308.0227 308.93823333 311.88973333\n", " 313.61676667 313.6341 314.6321 319.03193333 322.03766667\n", " 323.32726667 324.80243333 325.1093 325.1384 325.6534\n", " 330.0693 331.48983333 332.13176667 333.02163333 333.71103333\n", " 335.4686 336.6452 338.1675 339.6033 340.39423333\n", " 340.96566667 340.9922 341.46853333 343.7546 345.28746667\n", " 345.33996667 348.24306667 349.68063333 351.28406667 351.45786667\n", " 351.45973333 352.0643 355.11856667 357.60123333 358.02783333\n", " 359.02326667 360.30323333 363.11026667 363.58816667 363.6594\n", " 368.07013333 368.4936 368.5898 368.5917 368.5992\n", " 368.68696667 368.86743333 368.91753333 369.27026667 369.40406667\n", " 369.87003333 370.09566667 373.7229 373.93473333 374.16166667\n", " 374.5334 376.226 377.01086667 380.2331 380.69753333\n", " 383.1982 386.8526 387.12203333 387.20593333 388.2871\n", " 388.34563333 388.47876667 391.85353333 391.95563333 391.95883333\n", " 392.5239 392.78426667 393.82993333 398.8102 399.13016667\n", " 399.54343333 400.59876667 400.718 404.9661 405.0209\n", " 405.06423333 410.6201 411.64153333 413.16033333 413.27006667\n", " 418.0828 418.72816667 421.60023333 421.71016667 421.81563333\n", " 424.2006 424.4228 425.74093333 425.743 425.78276667\n", " 425.88806667 427.38936667 430.4923 432.11236667 432.31756667\n", " 433.24166667 433.66726667 435.6643 439.36416667 440.72926667\n", " 440.85176667 441.81043333 443.67883333 444.50606667 445.9088\n", " 446.46983333 449.0671 450.27773333 450.3264 450.9933\n", " 451.0262 451.7411 452.62286667 453.15843333 456.0323\n", " 457.01456667 457.2264 457.33586667 457.61256667 461.20763333\n", " 463.17326667 463.17963333 463.2359 463.3137 464.36753333\n", " 465.86463333 466.06426667 466.36753333 467.0665 467.8222\n", " 468.32613333 470.87843333 473.29373333 473.74403333 473.86623333\n", " 475.00006667 475.15536667 475.2704 476.24746667 476.92306667\n", " 481.48023333 482.86473333 482.9112 484.31553333 486.0887\n", " 486.49243333 487.49833333 493.08303333 493.6474 494.06266667\n", " 495.28776667 498.88216667 499.74276667 500.1304 500.4069\n", " 501.1321 502.35483333 502.97293333 505.47263333 505.49213333\n", " 505.70786667 506.85533333 507.50696667 511.00856667 511.95656667\n", " 512.4733 512.83406667 515.1226 517.37753333 519.33396667\n", " 519.60666667 519.97986667 521.10706667 522.12763333 525.31613333\n", " 525.66636667 525.7905 525.91143333 526.16306667 527.26503333\n", " 530.7708 531.90976667 533.03323333 533.1084 533.17193333\n", " 533.256 534.1139 535.78926667 536.3425 538.23183333\n", " 539.21676667 539.3939 545.59766667 546.46733333 552.49263333\n", " 552.5003 556.57606667 564.98283333 565.02386667 565.29226667\n", " 565.56116667 565.7047 566.6011 572.71603333 573.4776\n", " 580.08083333 580.3541 581.6524 581.77323333 581.84263333\n", " 581.8855 587.3345 588.45113333 590.08953333 591.8191\n", " 592.09603333 593.0967 594.3731 594.54006667 594.677\n", " 595.07516667 595.08476667 597.52343333 598.58716667 599.07956667\n", " 599.39816667 602.3814 604.31096667 606.7578 606.8865\n", " 611.33783333 611.63773333 611.7901 612.77293333 612.80623333\n", " 617.736 618.99166667 619.34316667 620.10526667 620.42806667\n", " 625.127 627.50966667 629.36383333 629.40503333 631.3846\n", " 631.4135 634.1777 634.17936667 634.48563333 634.88253333\n", " 635.5252 636.03426667 641.46296667 641.83533333 641.91466667\n", " 642.08883333 642.11823333 642.66813333 642.67956667 642.81743333\n", " 643.51486667 644.2304 644.40806667 644.43286667 644.47756667\n", " 644.61423333 645.79486667 646.87853333 647.97326667 648.64433333\n", " 648.6836 649.48283333 650.21246667 650.2762 650.42013333\n", " 653.13966667 653.3452 653.3951 654.6316 655.944\n", " 656.7374 656.869 658.4041 659.12723333 660.79796667\n", " 661.37143333 661.56066667 663.23813333 663.3898 664.85386667\n", " 665.12986667 665.77446667 666.14023333 666.36873333 666.93736667\n", " 667.12983333 667.40663333 668.59326667 669.08983333 670.79446667\n", " 671.70636667 672.8077 673.0852 673.30606667 673.36853333\n", " 674.33346667 674.41346667 676.1412 676.4213 678.74253333\n", " 679.30266667 681.6524 683.1022 685.87266667 686.3874\n", " 687.6342 688.2298 689.1519 692.2328 692.3023\n", " 693.9139 697.79496667 698.12296667 698.22866667 698.3448\n", " 698.3913 701.097 703.13653333 703.7272 704.6153\n", " 705.44556667 705.8919 709.3804 709.4304 709.99633333\n", " 710.03533333 710.1223 711.626 715.31206667 716.00633333\n", " 716.90963333 717.94963333 718.97033333 720.9651 721.7015\n", " 722.9831 723.053 723.65766667 724.3164 725.36713333\n", " 726.27583333 727.8885 728.0442 729.0582 729.25116667\n", " 729.3169 729.41963333 730.52356667 733.61756667 734.94736667\n", " 735.23806667 737.17603333 738.4494 739.62093333 740.5371\n", " 743.64926667 744.71426667 745.6374 746.03526667 747.20973333\n", " 747.22313333 747.29446667 751.1025 751.10433333 751.62543333\n", " 751.71806667 751.89213333 751.92646667 752.12443333 752.35393333\n", " 755.93073333 757.01886667 757.7118 759.55796667 759.91173333\n", " 762.66126667 763.95366667 764.20433333 770.49973333 772.66626667\n", " 773.54666667 777.9014 778.3341 779.46303333 783.4891\n", " 783.75976667 784.97786667 785.4586 785.85773333 789.59903333\n", " 792.02156667 792.05623333 792.08686667 792.12123333 792.21666667\n", " 794.17253333 798.45566667 799.06073333 799.68643333 802.3628\n", " 802.596 802.86436667 804.34723333 807.45833333 807.8235\n", " 810.5701 811.34913333 813.8606 816.43666667 816.51856667\n", " 816.602 819.71163333 825.5748 826.23766667 828.39576667\n", " 828.47403333 830.09216667 830.09583333 832.62576667 834.2265\n", " 834.8217 836.2218 838.6635 838.79833333 838.95556667\n", " 839.5276 839.68783333 840.7868 841.39813333 843.50763333\n", " 843.7573 845.06406667 845.566 846.62863333 848.0493\n", " 849.7395 851.24406667 851.49526667 851.6523 851.69216667\n", " 852.94713333 858.25703333 858.8914 859.08216667 860.26463333\n", " 861.6953 861.7482 861.94046667 864.0164 864.4501\n", " 865.15856667 868.95373333 869.5547 869.64106667 869.85273333\n", " 870.24243333 871.2487 871.30936667 871.39146667 875.0234\n", " 877.5051 881.2143 881.4374 883.9422 884.86606667\n", " 885.01146667 885.09136667 885.15263333 887.3135 887.8809\n", " 888.35293333 888.54796667 890.9123 891.5506 892.71176667\n", " 896.28133333 896.84783333 897.255 897.62516667 897.65873333\n", " 900.10656667 900.37383333 902.116 902.26876667 902.48373333\n", " 902.93206667 903.15266667 903.1712 903.2753 903.4003\n", " 904.92493333 909.4168 911.74376667 911.96593333 912.13236667\n", " 916.50373333 919.76506667 921.31793333 921.90666667 922.30726667\n", " 923.2685 923.5131 927.38993333 929.74016667 929.74213333\n", " 929.76866667 930.3809 933.00256667 933.9558 934.91906667\n", " 935.13823333 935.14106667 935.29873333 936.35893333 938.13893333\n", " 938.80856667 938.89543333 939.4849 941.94786667 946.1971\n", " 946.52193333 950.3103 950.36236667 952.26863333 952.8042\n", " 955.16893333 955.3855 956.52276667 956.59273333 956.91103333\n", " 958.3915 960.86556667 960.96573333 961.07556667 961.82436667\n", " 962.16126667 962.8379 962.9281 963.06723333 963.1435\n", " 964.5063 965.0525 965.0558 965.09746667 965.1742\n", " 965.2144 968.60446667 968.62326667 968.6336 968.84696667\n", " 969.82176667 970.09616667 970.20476667 970.2189 972.55676667\n", " 972.82066667 974.03833333 975.0792 975.60503333 976.0569\n", " 976.1281 979.06333333 980.63216667 980.65486667 980.6729\n", " 980.706 981.353 981.4082 982.89783333 987.18783333\n", " 988.15923333 991.98666667 992.60626667 993.0256 993.1855\n", " 993.94013333 994.35863333 998.98366667] s\n", "[1.63800000e-01 2.82433333e-01 6.59133333e-01 ... 1.00165910e+03\n", " 1.00207047e+03 1.00256597e+03] s\n", "[ 1.73453333 2.56796667 3.81606667 ... 1001.54533333 1002.1698\n", " 1002.74283333] s\n", "[ 3.74393333 3.7876 3.87993333 ... 999.93956667 1000.3445\n", " 1000.39043333] s\n", "[9.32366667e-01 1.60476667e+00 3.06276667e+00 ... 1.00035080e+03\n", " 1.00037617e+03 1.00144653e+03] s\n", "[4.27333333e-02 1.04993333e+00 1.63683333e+00 ... 1.00253090e+03\n", " 1.00274930e+03 1.00310103e+03] s\n", "[6.32033333e-01 1.12056667e+00 1.15616667e+00 ... 1.00177540e+03\n", " 1.00236747e+03 1.00251607e+03] s\n", "[1.69100000e-01 2.06033333e-01 3.59766667e-01 ... 1.00294593e+03\n", " 1.00302757e+03 1.00315903e+03] s\n", "[3.21333333e-01 7.99366667e-01 1.06763333e+00 ... 1.00195360e+03\n", " 1.00240467e+03 1.00288827e+03] s\n", "[8.08000000e-01 2.14886667e+00 3.62460000e+00 ... 1.00067807e+03\n", " 1.00208737e+03 1.00220703e+03] s\n", "[6.64666667e-02 1.95166667e-01 3.14033333e-01 ... 1.00260003e+03\n", " 1.00265637e+03 1.00308330e+03] s\n", "[5.48000000e-02 1.65300000e-01 3.03166667e-01 ... 1.00293757e+03\n", " 1.00296017e+03 1.00312383e+03] s\n", "[ 1.07763333 2.05026667 2.06543333 ... 1002.3983 1002.83686667\n", " 1003.00853333] s\n", "[ 1.0787 1.16403333 3.6257 ... 999.05693333 999.29026667\n", " 1000.15166667] s\n", "[1.07833333e-01 2.60366667e-01 3.68700000e-01 ... 1.00218107e+03\n", " 1.00233537e+03 1.00282753e+03] s\n" ] } ], "source": [ "blks = reader.read(lazy=False)\n", "for blk in blks:\n", " for seg in blk.segments:\n", " print(seg)\n", " for asig in seg.analogsignals:\n", " print(asig)\n", " for st in seg.spiketrains:\n", " print(st)" ] }, { "cell_type": "markdown", "id": "cc4e031c", "metadata": {}, "source": [ "### Ploting the spikes for all 271 units for ~1000 seconds.\n", "\n", "- Due to the large amount of dataset and very less ISI compared to the total recording duration,the spikes are indistinguishable" ] }, { "cell_type": "code", "execution_count": 32, "id": "fe9b2c39", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SEG: i140703-001-03.nev\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "blks = reader.read(lazy=False)[0]\n", "for seg in blks.segments:\n", " print(\"SEG: \" + str(seg.file_origin))\n", " plt.title(seg.file_origin)\n", " plt.ylabel('Channel units')\n", " plt.xlabel('Time in seconds')\n", " mint = 0 * pq.s\n", " maxt = np.inf * pq.s\n", " trains = [st.rescale('s').magnitude for st in seg.spiketrains]\n", " colors = plt.cm.jet(np.linspace(0, 1, len(seg.spiketrains)))\n", " plt.eventplot(trains, colors=colors)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ada8ddc7", "metadata": {}, "source": [ "### Plotting spikes for the first 2 seconds of recorded data from all units." ] }, { "cell_type": "code", "execution_count": 19, "id": "65e0c115", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "spike_times_array = []\n", "\n", "for unit_index in range(nb_unit):\n", " spike_timestamps = reader.get_spike_timestamps(block_index=0, seg_index=0, unit_index=unit_index,t_start=0., t_stop=2.)\n", " spike_times = reader.rescale_spike_timestamp(spike_timestamps, dtype='float64')\n", " spike_times_array.append(spike_times)\n", "\n", "plt.eventplot(spike_times_array,linelengths = 5)\n", "plt.show() " ] }, { "cell_type": "markdown", "id": "2227d21a", "metadata": {}, "source": [ "# Exploring elephant and viziphant utilities" ] }, { "cell_type": "markdown", "id": "bdb272e9", "metadata": {}, "source": [ "### Extracting all the neo object attributes using elephant. " ] }, { "cell_type": "code", "execution_count": 33, "id": "07d0d25c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'avail_file_set': ['nev'],\n", " 'avail_nsx': [],\n", " 'avail_nev': True,\n", " 'rec_pauses': False,\n", " 'file_datetime': None,\n", " 'rec_datetime': datetime.datetime(2014, 7, 3, 10, 40, 59, 288),\n", " 'index': None,\n", " 'name': 'Blackrock Data Block',\n", " 'description': 'Block of data from Blackrock file set.',\n", " 'file_origin': 'i140703-001-03.nev'}" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "blks = reader.read(lazy=False)[0]\n", "elephant.neo_tools.extract_neo_attributes(blks)" ] }, { "cell_type": "markdown", "id": "0fd2bb82", "metadata": {}, "source": [ "### Extracting all the spike trains using elephant. " ] }, { "cell_type": "code", "execution_count": 40, "id": "c783f86a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[SpikeTrain\n", " name: 'ch1#0'\n", " description: 'SpikeTrain channel_id: 1, unit_id: 0'\n", " annotations: {'id': 'Unit 1000',\n", " 'channel_id': 1,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch1#1'\n", " description: 'SpikeTrain channel_id: 1, unit_id: 1'\n", " annotations: {'id': 'Unit 1001',\n", " 'channel_id': 1,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch1#2'\n", " description: 'SpikeTrain channel_id: 1, unit_id: 2'\n", " annotations: {'id': 'Unit 1002',\n", " 'channel_id': 1,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch2#0'\n", " description: 'SpikeTrain channel_id: 2, unit_id: 0'\n", " annotations: {'id': 'Unit 2000',\n", " 'channel_id': 2,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch2#1'\n", " description: 'SpikeTrain channel_id: 2, unit_id: 1'\n", " annotations: {'id': 'Unit 2001',\n", " 'channel_id': 2,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch2#2'\n", " description: 'SpikeTrain channel_id: 2, unit_id: 2'\n", " annotations: {'id': 'Unit 2002',\n", " 'channel_id': 2,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch3#0'\n", " description: 'SpikeTrain channel_id: 3, unit_id: 0'\n", " annotations: {'id': 'Unit 3000',\n", " 'channel_id': 3,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch3#1'\n", " description: 'SpikeTrain channel_id: 3, unit_id: 1'\n", " annotations: {'id': 'Unit 3001',\n", " 'channel_id': 3,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch3#2'\n", " description: 'SpikeTrain channel_id: 3, unit_id: 2'\n", " annotations: {'id': 'Unit 3002',\n", " 'channel_id': 3,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch4#0'\n", " description: 'SpikeTrain channel_id: 4, unit_id: 0'\n", " annotations: {'id': 'Unit 4000',\n", " 'channel_id': 4,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch4#1'\n", " description: 'SpikeTrain channel_id: 4, unit_id: 1'\n", " annotations: {'id': 'Unit 4001',\n", " 'channel_id': 4,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch4#2'\n", " description: 'SpikeTrain channel_id: 4, unit_id: 2'\n", " annotations: {'id': 'Unit 4002',\n", " 'channel_id': 4,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch5#0'\n", " description: 'SpikeTrain channel_id: 5, unit_id: 0'\n", " annotations: {'id': 'Unit 5000',\n", " 'channel_id': 5,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch5#1'\n", " description: 'SpikeTrain channel_id: 5, unit_id: 1'\n", " annotations: {'id': 'Unit 5001',\n", " 'channel_id': 5,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch6#0'\n", " description: 'SpikeTrain channel_id: 6, unit_id: 0'\n", " annotations: {'id': 'Unit 6000',\n", " 'channel_id': 6,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch6#1'\n", " description: 'SpikeTrain channel_id: 6, unit_id: 1'\n", " annotations: {'id': 'Unit 6001',\n", " 'channel_id': 6,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch6#2'\n", " description: 'SpikeTrain channel_id: 6, unit_id: 2'\n", " annotations: {'id': 'Unit 6002',\n", " 'channel_id': 6,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch7#0'\n", " description: 'SpikeTrain channel_id: 7, unit_id: 0'\n", " annotations: {'id': 'Unit 7000',\n", " 'channel_id': 7,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch7#1'\n", " description: 'SpikeTrain channel_id: 7, unit_id: 1'\n", " annotations: {'id': 'Unit 7001',\n", " 'channel_id': 7,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch7#2'\n", " description: 'SpikeTrain channel_id: 7, unit_id: 2'\n", " annotations: {'id': 'Unit 7002',\n", " 'channel_id': 7,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch7#3'\n", " description: 'SpikeTrain channel_id: 7, unit_id: 3'\n", " annotations: {'id': 'Unit 7003',\n", " 'channel_id': 7,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch8#0'\n", " description: 'SpikeTrain channel_id: 8, unit_id: 0'\n", " annotations: {'id': 'Unit 8000',\n", " 'channel_id': 8,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch8#1'\n", " description: 'SpikeTrain channel_id: 8, unit_id: 1'\n", " annotations: {'id': 'Unit 8001',\n", " 'channel_id': 8,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch8#2'\n", " description: 'SpikeTrain channel_id: 8, unit_id: 2'\n", " annotations: {'id': 'Unit 8002',\n", " 'channel_id': 8,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch8#3'\n", " description: 'SpikeTrain channel_id: 8, unit_id: 3'\n", " annotations: {'id': 'Unit 8003',\n", " 'channel_id': 8,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch8#4'\n", " description: 'SpikeTrain channel_id: 8, unit_id: 4'\n", " annotations: {'id': 'Unit 8004',\n", " 'channel_id': 8,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch9#0'\n", " description: 'SpikeTrain channel_id: 9, unit_id: 0'\n", " annotations: {'id': 'Unit 9000',\n", " 'channel_id': 9,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch9#1'\n", " description: 'SpikeTrain channel_id: 9, unit_id: 1'\n", " annotations: {'id': 'Unit 9001',\n", " 'channel_id': 9,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch9#2'\n", " description: 'SpikeTrain channel_id: 9, unit_id: 2'\n", " annotations: {'id': 'Unit 9002',\n", " 'channel_id': 9,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch10#0'\n", " description: 'SpikeTrain channel_id: 10, unit_id: 0'\n", " annotations: {'id': 'Unit 10000',\n", " 'channel_id': 10,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch10#1'\n", " description: 'SpikeTrain channel_id: 10, unit_id: 1'\n", " annotations: {'id': 'Unit 10001',\n", " 'channel_id': 10,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch11#0'\n", " description: 'SpikeTrain channel_id: 11, unit_id: 0'\n", " annotations: {'id': 'Unit 11000',\n", " 'channel_id': 11,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch11#1'\n", " description: 'SpikeTrain channel_id: 11, unit_id: 1'\n", " annotations: {'id': 'Unit 11001',\n", " 'channel_id': 11,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch11#2'\n", " description: 'SpikeTrain channel_id: 11, unit_id: 2'\n", " annotations: {'id': 'Unit 11002',\n", " 'channel_id': 11,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch11#3'\n", " description: 'SpikeTrain channel_id: 11, unit_id: 3'\n", " annotations: {'id': 'Unit 11003',\n", " 'channel_id': 11,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch12#0'\n", " description: 'SpikeTrain channel_id: 12, unit_id: 0'\n", " annotations: {'id': 'Unit 12000',\n", " 'channel_id': 12,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch12#1'\n", " description: 'SpikeTrain channel_id: 12, unit_id: 1'\n", " annotations: {'id': 'Unit 12001',\n", " 'channel_id': 12,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch13#0'\n", " description: 'SpikeTrain channel_id: 13, unit_id: 0'\n", " annotations: {'id': 'Unit 13000',\n", " 'channel_id': 13,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch13#1'\n", " description: 'SpikeTrain channel_id: 13, unit_id: 1'\n", " annotations: {'id': 'Unit 13001',\n", " 'channel_id': 13,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch13#2'\n", " description: 'SpikeTrain channel_id: 13, unit_id: 2'\n", " annotations: {'id': 'Unit 13002',\n", " 'channel_id': 13,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch14#0'\n", " description: 'SpikeTrain channel_id: 14, unit_id: 0'\n", " annotations: {'id': 'Unit 14000',\n", " 'channel_id': 14,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch14#1'\n", " description: 'SpikeTrain channel_id: 14, unit_id: 1'\n", " annotations: {'id': 'Unit 14001',\n", " 'channel_id': 14,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch14#2'\n", " description: 'SpikeTrain channel_id: 14, unit_id: 2'\n", " annotations: {'id': 'Unit 14002',\n", " 'channel_id': 14,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch14#3'\n", " description: 'SpikeTrain channel_id: 14, unit_id: 3'\n", " annotations: {'id': 'Unit 14003',\n", " 'channel_id': 14,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch15#0'\n", " description: 'SpikeTrain channel_id: 15, unit_id: 0'\n", " annotations: {'id': 'Unit 15000',\n", " 'channel_id': 15,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch15#1'\n", " description: 'SpikeTrain channel_id: 15, unit_id: 1'\n", " annotations: {'id': 'Unit 15001',\n", " 'channel_id': 15,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch16#0'\n", " description: 'SpikeTrain channel_id: 16, unit_id: 0'\n", " annotations: {'id': 'Unit 16000',\n", " 'channel_id': 16,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch16#1'\n", " description: 'SpikeTrain channel_id: 16, unit_id: 1'\n", " annotations: {'id': 'Unit 16001',\n", " 'channel_id': 16,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch16#2'\n", " description: 'SpikeTrain channel_id: 16, unit_id: 2'\n", " annotations: {'id': 'Unit 16002',\n", " 'channel_id': 16,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch17#0'\n", " description: 'SpikeTrain channel_id: 17, unit_id: 0'\n", " annotations: {'id': 'Unit 17000',\n", " 'channel_id': 17,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch18#0'\n", " description: 'SpikeTrain channel_id: 18, unit_id: 0'\n", " annotations: {'id': 'Unit 18000',\n", " 'channel_id': 18,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch18#1'\n", " description: 'SpikeTrain channel_id: 18, unit_id: 1'\n", " annotations: {'id': 'Unit 18001',\n", " 'channel_id': 18,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch18#2'\n", " description: 'SpikeTrain channel_id: 18, unit_id: 2'\n", " annotations: {'id': 'Unit 18002',\n", " 'channel_id': 18,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch18#3'\n", " description: 'SpikeTrain channel_id: 18, unit_id: 3'\n", " annotations: {'id': 'Unit 18003',\n", " 'channel_id': 18,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch18#4'\n", " description: 'SpikeTrain channel_id: 18, unit_id: 4'\n", " annotations: {'id': 'Unit 18004',\n", " 'channel_id': 18,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch19#0'\n", " description: 'SpikeTrain channel_id: 19, unit_id: 0'\n", " annotations: {'id': 'Unit 19000',\n", " 'channel_id': 19,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch20#0'\n", " description: 'SpikeTrain channel_id: 20, unit_id: 0'\n", " annotations: {'id': 'Unit 20000',\n", " 'channel_id': 20,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch20#1'\n", " description: 'SpikeTrain channel_id: 20, unit_id: 1'\n", " annotations: {'id': 'Unit 20001',\n", " 'channel_id': 20,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch21#0'\n", " description: 'SpikeTrain channel_id: 21, unit_id: 0'\n", " annotations: {'id': 'Unit 21000',\n", " 'channel_id': 21,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch21#1'\n", " description: 'SpikeTrain channel_id: 21, unit_id: 1'\n", " annotations: {'id': 'Unit 21001',\n", " 'channel_id': 21,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch21#2'\n", " description: 'SpikeTrain channel_id: 21, unit_id: 2'\n", " annotations: {'id': 'Unit 21002',\n", " 'channel_id': 21,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch22#0'\n", " description: 'SpikeTrain channel_id: 22, unit_id: 0'\n", " annotations: {'id': 'Unit 22000',\n", " 'channel_id': 22,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch22#1'\n", " description: 'SpikeTrain channel_id: 22, unit_id: 1'\n", " annotations: {'id': 'Unit 22001',\n", " 'channel_id': 22,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch22#2'\n", " description: 'SpikeTrain channel_id: 22, unit_id: 2'\n", " annotations: {'id': 'Unit 22002',\n", " 'channel_id': 22,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch22#3'\n", " description: 'SpikeTrain channel_id: 22, unit_id: 3'\n", " annotations: {'id': 'Unit 22003',\n", " 'channel_id': 22,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch23#0'\n", " description: 'SpikeTrain channel_id: 23, unit_id: 0'\n", " annotations: {'id': 'Unit 23000',\n", " 'channel_id': 23,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch23#1'\n", " description: 'SpikeTrain channel_id: 23, unit_id: 1'\n", " annotations: {'id': 'Unit 23001',\n", " 'channel_id': 23,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch24#0'\n", " description: 'SpikeTrain channel_id: 24, unit_id: 0'\n", " annotations: {'id': 'Unit 24000',\n", " 'channel_id': 24,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch24#1'\n", " description: 'SpikeTrain channel_id: 24, unit_id: 1'\n", " annotations: {'id': 'Unit 24001',\n", " 'channel_id': 24,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch24#2'\n", " description: 'SpikeTrain channel_id: 24, unit_id: 2'\n", " annotations: {'id': 'Unit 24002',\n", " 'channel_id': 24,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch25#0'\n", " description: 'SpikeTrain channel_id: 25, unit_id: 0'\n", " annotations: {'id': 'Unit 25000',\n", " 'channel_id': 25,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch25#1'\n", " description: 'SpikeTrain channel_id: 25, unit_id: 1'\n", " annotations: {'id': 'Unit 25001',\n", " 'channel_id': 25,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch26#0'\n", " description: 'SpikeTrain channel_id: 26, unit_id: 0'\n", " annotations: {'id': 'Unit 26000',\n", " 'channel_id': 26,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch26#1'\n", " description: 'SpikeTrain channel_id: 26, unit_id: 1'\n", " annotations: {'id': 'Unit 26001',\n", " 'channel_id': 26,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch26#2'\n", " description: 'SpikeTrain channel_id: 26, unit_id: 2'\n", " annotations: {'id': 'Unit 26002',\n", " 'channel_id': 26,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch26#3'\n", " description: 'SpikeTrain channel_id: 26, unit_id: 3'\n", " annotations: {'id': 'Unit 26003',\n", " 'channel_id': 26,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch27#0'\n", " description: 'SpikeTrain channel_id: 27, unit_id: 0'\n", " annotations: {'id': 'Unit 27000',\n", " 'channel_id': 27,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch27#1'\n", " description: 'SpikeTrain channel_id: 27, unit_id: 1'\n", " annotations: {'id': 'Unit 27001',\n", " 'channel_id': 27,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch27#2'\n", " description: 'SpikeTrain channel_id: 27, unit_id: 2'\n", " annotations: {'id': 'Unit 27002',\n", " 'channel_id': 27,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch27#3'\n", " description: 'SpikeTrain channel_id: 27, unit_id: 3'\n", " annotations: {'id': 'Unit 27003',\n", " 'channel_id': 27,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch28#0'\n", " description: 'SpikeTrain channel_id: 28, unit_id: 0'\n", " annotations: {'id': 'Unit 28000',\n", " 'channel_id': 28,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch28#1'\n", " description: 'SpikeTrain channel_id: 28, unit_id: 1'\n", " annotations: {'id': 'Unit 28001',\n", " 'channel_id': 28,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch28#2'\n", " description: 'SpikeTrain channel_id: 28, unit_id: 2'\n", " annotations: {'id': 'Unit 28002',\n", " 'channel_id': 28,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch29#0'\n", " description: 'SpikeTrain channel_id: 29, unit_id: 0'\n", " annotations: {'id': 'Unit 29000',\n", " 'channel_id': 29,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch29#1'\n", " description: 'SpikeTrain channel_id: 29, unit_id: 1'\n", " annotations: {'id': 'Unit 29001',\n", " 'channel_id': 29,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch30#0'\n", " description: 'SpikeTrain channel_id: 30, unit_id: 0'\n", " annotations: {'id': 'Unit 30000',\n", " 'channel_id': 30,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch30#1'\n", " description: 'SpikeTrain channel_id: 30, unit_id: 1'\n", " annotations: {'id': 'Unit 30001',\n", " 'channel_id': 30,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch30#2'\n", " description: 'SpikeTrain channel_id: 30, unit_id: 2'\n", " annotations: {'id': 'Unit 30002',\n", " 'channel_id': 30,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch30#3'\n", " description: 'SpikeTrain channel_id: 30, unit_id: 3'\n", " annotations: {'id': 'Unit 30003',\n", " 'channel_id': 30,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch30#4'\n", " description: 'SpikeTrain channel_id: 30, unit_id: 4'\n", " annotations: {'id': 'Unit 30004',\n", " 'channel_id': 30,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch31#0'\n", " description: 'SpikeTrain channel_id: 31, unit_id: 0'\n", " annotations: {'id': 'Unit 31000',\n", " 'channel_id': 31,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch31#1'\n", " description: 'SpikeTrain channel_id: 31, unit_id: 1'\n", " annotations: {'id': 'Unit 31001',\n", " 'channel_id': 31,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch32#0'\n", " description: 'SpikeTrain channel_id: 32, unit_id: 0'\n", " annotations: {'id': 'Unit 32000',\n", " 'channel_id': 32,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch32#1'\n", " description: 'SpikeTrain channel_id: 32, unit_id: 1'\n", " annotations: {'id': 'Unit 32001',\n", " 'channel_id': 32,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch32#2'\n", " description: 'SpikeTrain channel_id: 32, unit_id: 2'\n", " annotations: {'id': 'Unit 32002',\n", " 'channel_id': 32,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch32#3'\n", " description: 'SpikeTrain channel_id: 32, unit_id: 3'\n", " annotations: {'id': 'Unit 32003',\n", " 'channel_id': 32,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch33#0'\n", " description: 'SpikeTrain channel_id: 33, unit_id: 0'\n", " annotations: {'id': 'Unit 33000',\n", " 'channel_id': 33,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch33#1'\n", " description: 'SpikeTrain channel_id: 33, unit_id: 1'\n", " annotations: {'id': 'Unit 33001',\n", " 'channel_id': 33,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch33#2'\n", " description: 'SpikeTrain channel_id: 33, unit_id: 2'\n", " annotations: {'id': 'Unit 33002',\n", " 'channel_id': 33,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch33#3'\n", " description: 'SpikeTrain channel_id: 33, unit_id: 3'\n", " annotations: {'id': 'Unit 33003',\n", " 'channel_id': 33,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch33#4'\n", " description: 'SpikeTrain channel_id: 33, unit_id: 4'\n", " annotations: {'id': 'Unit 33004',\n", " 'channel_id': 33,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch34#0'\n", " description: 'SpikeTrain channel_id: 34, unit_id: 0'\n", " annotations: {'id': 'Unit 34000',\n", " 'channel_id': 34,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch34#1'\n", " description: 'SpikeTrain channel_id: 34, unit_id: 1'\n", " annotations: {'id': 'Unit 34001',\n", " 'channel_id': 34,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch35#0'\n", " description: 'SpikeTrain channel_id: 35, unit_id: 0'\n", " annotations: {'id': 'Unit 35000',\n", " 'channel_id': 35,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch35#1'\n", " description: 'SpikeTrain channel_id: 35, unit_id: 1'\n", " annotations: {'id': 'Unit 35001',\n", " 'channel_id': 35,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch36#0'\n", " description: 'SpikeTrain channel_id: 36, unit_id: 0'\n", " annotations: {'id': 'Unit 36000',\n", " 'channel_id': 36,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch36#1'\n", " description: 'SpikeTrain channel_id: 36, unit_id: 1'\n", " annotations: {'id': 'Unit 36001',\n", " 'channel_id': 36,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch36#2'\n", " description: 'SpikeTrain channel_id: 36, unit_id: 2'\n", " annotations: {'id': 'Unit 36002',\n", " 'channel_id': 36,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch37#0'\n", " description: 'SpikeTrain channel_id: 37, unit_id: 0'\n", " annotations: {'id': 'Unit 37000',\n", " 'channel_id': 37,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch38#0'\n", " description: 'SpikeTrain channel_id: 38, unit_id: 0'\n", " annotations: {'id': 'Unit 38000',\n", " 'channel_id': 38,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch38#1'\n", " description: 'SpikeTrain channel_id: 38, unit_id: 1'\n", " annotations: {'id': 'Unit 38001',\n", " 'channel_id': 38,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch38#2'\n", " description: 'SpikeTrain channel_id: 38, unit_id: 2'\n", " annotations: {'id': 'Unit 38002',\n", " 'channel_id': 38,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch39#0'\n", " description: 'SpikeTrain channel_id: 39, unit_id: 0'\n", " annotations: {'id': 'Unit 39000',\n", " 'channel_id': 39,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch40#0'\n", " description: 'SpikeTrain channel_id: 40, unit_id: 0'\n", " annotations: {'id': 'Unit 40000',\n", " 'channel_id': 40,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch40#1'\n", " description: 'SpikeTrain channel_id: 40, unit_id: 1'\n", " annotations: {'id': 'Unit 40001',\n", " 'channel_id': 40,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch40#2'\n", " description: 'SpikeTrain channel_id: 40, unit_id: 2'\n", " annotations: {'id': 'Unit 40002',\n", " 'channel_id': 40,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch40#3'\n", " description: 'SpikeTrain channel_id: 40, unit_id: 3'\n", " annotations: {'id': 'Unit 40003',\n", " 'channel_id': 40,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch41#0'\n", " description: 'SpikeTrain channel_id: 41, unit_id: 0'\n", " annotations: {'id': 'Unit 41000',\n", " 'channel_id': 41,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch41#1'\n", " description: 'SpikeTrain channel_id: 41, unit_id: 1'\n", " annotations: {'id': 'Unit 41001',\n", " 'channel_id': 41,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch42#0'\n", " description: 'SpikeTrain channel_id: 42, unit_id: 0'\n", " annotations: {'id': 'Unit 42000',\n", " 'channel_id': 42,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch42#1'\n", " description: 'SpikeTrain channel_id: 42, unit_id: 1'\n", " annotations: {'id': 'Unit 42001',\n", " 'channel_id': 42,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch42#2'\n", " description: 'SpikeTrain channel_id: 42, unit_id: 2'\n", " annotations: {'id': 'Unit 42002',\n", " 'channel_id': 42,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch43#0'\n", " description: 'SpikeTrain channel_id: 43, unit_id: 0'\n", " annotations: {'id': 'Unit 43000',\n", " 'channel_id': 43,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch43#1'\n", " description: 'SpikeTrain channel_id: 43, unit_id: 1'\n", " annotations: {'id': 'Unit 43001',\n", " 'channel_id': 43,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch43#2'\n", " description: 'SpikeTrain channel_id: 43, unit_id: 2'\n", " annotations: {'id': 'Unit 43002',\n", " 'channel_id': 43,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch44#0'\n", " description: 'SpikeTrain channel_id: 44, unit_id: 0'\n", " annotations: {'id': 'Unit 44000',\n", " 'channel_id': 44,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch44#1'\n", " description: 'SpikeTrain channel_id: 44, unit_id: 1'\n", " annotations: {'id': 'Unit 44001',\n", " 'channel_id': 44,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch45#0'\n", " description: 'SpikeTrain channel_id: 45, unit_id: 0'\n", " annotations: {'id': 'Unit 45000',\n", " 'channel_id': 45,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch46#0'\n", " description: 'SpikeTrain channel_id: 46, unit_id: 0'\n", " annotations: {'id': 'Unit 46000',\n", " 'channel_id': 46,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch46#1'\n", " description: 'SpikeTrain channel_id: 46, unit_id: 1'\n", " annotations: {'id': 'Unit 46001',\n", " 'channel_id': 46,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch47#0'\n", " description: 'SpikeTrain channel_id: 47, unit_id: 0'\n", " annotations: {'id': 'Unit 47000',\n", " 'channel_id': 47,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch47#1'\n", " description: 'SpikeTrain channel_id: 47, unit_id: 1'\n", " annotations: {'id': 'Unit 47001',\n", " 'channel_id': 47,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch48#0'\n", " description: 'SpikeTrain channel_id: 48, unit_id: 0'\n", " annotations: {'id': 'Unit 48000',\n", " 'channel_id': 48,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch48#1'\n", " description: 'SpikeTrain channel_id: 48, unit_id: 1'\n", " annotations: {'id': 'Unit 48001',\n", " 'channel_id': 48,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch48#2'\n", " description: 'SpikeTrain channel_id: 48, unit_id: 2'\n", " annotations: {'id': 'Unit 48002',\n", " 'channel_id': 48,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch48#3'\n", " description: 'SpikeTrain channel_id: 48, unit_id: 3'\n", " annotations: {'id': 'Unit 48003',\n", " 'channel_id': 48,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch49#0'\n", " description: 'SpikeTrain channel_id: 49, unit_id: 0'\n", " annotations: {'id': 'Unit 49000',\n", " 'channel_id': 49,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch49#1'\n", " description: 'SpikeTrain channel_id: 49, unit_id: 1'\n", " annotations: {'id': 'Unit 49001',\n", " 'channel_id': 49,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch50#0'\n", " description: 'SpikeTrain channel_id: 50, unit_id: 0'\n", " annotations: {'id': 'Unit 50000',\n", " 'channel_id': 50,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch50#1'\n", " description: 'SpikeTrain channel_id: 50, unit_id: 1'\n", " annotations: {'id': 'Unit 50001',\n", " 'channel_id': 50,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch50#2'\n", " description: 'SpikeTrain channel_id: 50, unit_id: 2'\n", " annotations: {'id': 'Unit 50002',\n", " 'channel_id': 50,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch51#0'\n", " description: 'SpikeTrain channel_id: 51, unit_id: 0'\n", " annotations: {'id': 'Unit 51000',\n", " 'channel_id': 51,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch51#1'\n", " description: 'SpikeTrain channel_id: 51, unit_id: 1'\n", " annotations: {'id': 'Unit 51001',\n", " 'channel_id': 51,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch52#0'\n", " description: 'SpikeTrain channel_id: 52, unit_id: 0'\n", " annotations: {'id': 'Unit 52000',\n", " 'channel_id': 52,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch52#1'\n", " description: 'SpikeTrain channel_id: 52, unit_id: 1'\n", " annotations: {'id': 'Unit 52001',\n", " 'channel_id': 52,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch52#2'\n", " description: 'SpikeTrain channel_id: 52, unit_id: 2'\n", " annotations: {'id': 'Unit 52002',\n", " 'channel_id': 52,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch52#3'\n", " description: 'SpikeTrain channel_id: 52, unit_id: 3'\n", " annotations: {'id': 'Unit 52003',\n", " 'channel_id': 52,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch53#0'\n", " description: 'SpikeTrain channel_id: 53, unit_id: 0'\n", " annotations: {'id': 'Unit 53000',\n", " 'channel_id': 53,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch53#1'\n", " description: 'SpikeTrain channel_id: 53, unit_id: 1'\n", " annotations: {'id': 'Unit 53001',\n", " 'channel_id': 53,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch54#0'\n", " description: 'SpikeTrain channel_id: 54, unit_id: 0'\n", " annotations: {'id': 'Unit 54000',\n", " 'channel_id': 54,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch55#0'\n", " description: 'SpikeTrain channel_id: 55, unit_id: 0'\n", " annotations: {'id': 'Unit 55000',\n", " 'channel_id': 55,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch55#1'\n", " description: 'SpikeTrain channel_id: 55, unit_id: 1'\n", " annotations: {'id': 'Unit 55001',\n", " 'channel_id': 55,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch55#2'\n", " description: 'SpikeTrain channel_id: 55, unit_id: 2'\n", " annotations: {'id': 'Unit 55002',\n", " 'channel_id': 55,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch56#0'\n", " description: 'SpikeTrain channel_id: 56, unit_id: 0'\n", " annotations: {'id': 'Unit 56000',\n", " 'channel_id': 56,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch56#1'\n", " description: 'SpikeTrain channel_id: 56, unit_id: 1'\n", " annotations: {'id': 'Unit 56001',\n", " 'channel_id': 56,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch56#2'\n", " description: 'SpikeTrain channel_id: 56, unit_id: 2'\n", " annotations: {'id': 'Unit 56002',\n", " 'channel_id': 56,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch57#0'\n", " description: 'SpikeTrain channel_id: 57, unit_id: 0'\n", " annotations: {'id': 'Unit 57000',\n", " 'channel_id': 57,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch57#1'\n", " description: 'SpikeTrain channel_id: 57, unit_id: 1'\n", " annotations: {'id': 'Unit 57001',\n", " 'channel_id': 57,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch58#0'\n", " description: 'SpikeTrain channel_id: 58, unit_id: 0'\n", " annotations: {'id': 'Unit 58000',\n", " 'channel_id': 58,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch58#1'\n", " description: 'SpikeTrain channel_id: 58, unit_id: 1'\n", " annotations: {'id': 'Unit 58001',\n", " 'channel_id': 58,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch58#2'\n", " description: 'SpikeTrain channel_id: 58, unit_id: 2'\n", " annotations: {'id': 'Unit 58002',\n", " 'channel_id': 58,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch59#0'\n", " description: 'SpikeTrain channel_id: 59, unit_id: 0'\n", " annotations: {'id': 'Unit 59000',\n", " 'channel_id': 59,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch59#1'\n", " description: 'SpikeTrain channel_id: 59, unit_id: 1'\n", " annotations: {'id': 'Unit 59001',\n", " 'channel_id': 59,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch59#2'\n", " description: 'SpikeTrain channel_id: 59, unit_id: 2'\n", " annotations: {'id': 'Unit 59002',\n", " 'channel_id': 59,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch60#0'\n", " description: 'SpikeTrain channel_id: 60, unit_id: 0'\n", " annotations: {'id': 'Unit 60000',\n", " 'channel_id': 60,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch60#1'\n", " description: 'SpikeTrain channel_id: 60, unit_id: 1'\n", " annotations: {'id': 'Unit 60001',\n", " 'channel_id': 60,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch60#2'\n", " description: 'SpikeTrain channel_id: 60, unit_id: 2'\n", " annotations: {'id': 'Unit 60002',\n", " 'channel_id': 60,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch61#0'\n", " description: 'SpikeTrain channel_id: 61, unit_id: 0'\n", " annotations: {'id': 'Unit 61000',\n", " 'channel_id': 61,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch61#1'\n", " description: 'SpikeTrain channel_id: 61, unit_id: 1'\n", " annotations: {'id': 'Unit 61001',\n", " 'channel_id': 61,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch61#2'\n", " description: 'SpikeTrain channel_id: 61, unit_id: 2'\n", " annotations: {'id': 'Unit 61002',\n", " 'channel_id': 61,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch62#0'\n", " description: 'SpikeTrain channel_id: 62, unit_id: 0'\n", " annotations: {'id': 'Unit 62000',\n", " 'channel_id': 62,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch62#1'\n", " description: 'SpikeTrain channel_id: 62, unit_id: 1'\n", " annotations: {'id': 'Unit 62001',\n", " 'channel_id': 62,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch62#2'\n", " description: 'SpikeTrain channel_id: 62, unit_id: 2'\n", " annotations: {'id': 'Unit 62002',\n", " 'channel_id': 62,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch62#3'\n", " description: 'SpikeTrain channel_id: 62, unit_id: 3'\n", " annotations: {'id': 'Unit 62003',\n", " 'channel_id': 62,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch62#4'\n", " description: 'SpikeTrain channel_id: 62, unit_id: 4'\n", " annotations: {'id': 'Unit 62004',\n", " 'channel_id': 62,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch63#0'\n", " description: 'SpikeTrain channel_id: 63, unit_id: 0'\n", " annotations: {'id': 'Unit 63000',\n", " 'channel_id': 63,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch63#1'\n", " description: 'SpikeTrain channel_id: 63, unit_id: 1'\n", " annotations: {'id': 'Unit 63001',\n", " 'channel_id': 63,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch63#2'\n", " description: 'SpikeTrain channel_id: 63, unit_id: 2'\n", " annotations: {'id': 'Unit 63002',\n", " 'channel_id': 63,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch63#3'\n", " description: 'SpikeTrain channel_id: 63, unit_id: 3'\n", " annotations: {'id': 'Unit 63003',\n", " 'channel_id': 63,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch64#0'\n", " description: 'SpikeTrain channel_id: 64, unit_id: 0'\n", " annotations: {'id': 'Unit 64000',\n", " 'channel_id': 64,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch64#1'\n", " description: 'SpikeTrain channel_id: 64, unit_id: 1'\n", " annotations: {'id': 'Unit 64001',\n", " 'channel_id': 64,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch64#2'\n", " description: 'SpikeTrain channel_id: 64, unit_id: 2'\n", " annotations: {'id': 'Unit 64002',\n", " 'channel_id': 64,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch65#0'\n", " description: 'SpikeTrain channel_id: 65, unit_id: 0'\n", " annotations: {'id': 'Unit 65000',\n", " 'channel_id': 65,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch65#1'\n", " description: 'SpikeTrain channel_id: 65, unit_id: 1'\n", " annotations: {'id': 'Unit 65001',\n", " 'channel_id': 65,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch65#2'\n", " description: 'SpikeTrain channel_id: 65, unit_id: 2'\n", " annotations: {'id': 'Unit 65002',\n", " 'channel_id': 65,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch66#0'\n", " description: 'SpikeTrain channel_id: 66, unit_id: 0'\n", " annotations: {'id': 'Unit 66000',\n", " 'channel_id': 66,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch66#1'\n", " description: 'SpikeTrain channel_id: 66, unit_id: 1'\n", " annotations: {'id': 'Unit 66001',\n", " 'channel_id': 66,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch66#2'\n", " description: 'SpikeTrain channel_id: 66, unit_id: 2'\n", " annotations: {'id': 'Unit 66002',\n", " 'channel_id': 66,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch67#0'\n", " description: 'SpikeTrain channel_id: 67, unit_id: 0'\n", " annotations: {'id': 'Unit 67000',\n", " 'channel_id': 67,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch67#1'\n", " description: 'SpikeTrain channel_id: 67, unit_id: 1'\n", " annotations: {'id': 'Unit 67001',\n", " 'channel_id': 67,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch68#0'\n", " description: 'SpikeTrain channel_id: 68, unit_id: 0'\n", " annotations: {'id': 'Unit 68000',\n", " 'channel_id': 68,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch68#1'\n", " description: 'SpikeTrain channel_id: 68, unit_id: 1'\n", " annotations: {'id': 'Unit 68001',\n", " 'channel_id': 68,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch68#2'\n", " description: 'SpikeTrain channel_id: 68, unit_id: 2'\n", " annotations: {'id': 'Unit 68002',\n", " 'channel_id': 68,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch69#0'\n", " description: 'SpikeTrain channel_id: 69, unit_id: 0'\n", " annotations: {'id': 'Unit 69000',\n", " 'channel_id': 69,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch69#1'\n", " description: 'SpikeTrain channel_id: 69, unit_id: 1'\n", " annotations: {'id': 'Unit 69001',\n", " 'channel_id': 69,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch69#2'\n", " description: 'SpikeTrain channel_id: 69, unit_id: 2'\n", " annotations: {'id': 'Unit 69002',\n", " 'channel_id': 69,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch70#0'\n", " description: 'SpikeTrain channel_id: 70, unit_id: 0'\n", " annotations: {'id': 'Unit 70000',\n", " 'channel_id': 70,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch71#0'\n", " description: 'SpikeTrain channel_id: 71, unit_id: 0'\n", " annotations: {'id': 'Unit 71000',\n", " 'channel_id': 71,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch71#1'\n", " description: 'SpikeTrain channel_id: 71, unit_id: 1'\n", " annotations: {'id': 'Unit 71001',\n", " 'channel_id': 71,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch71#2'\n", " description: 'SpikeTrain channel_id: 71, unit_id: 2'\n", " annotations: {'id': 'Unit 71002',\n", " 'channel_id': 71,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch72#0'\n", " description: 'SpikeTrain channel_id: 72, unit_id: 0'\n", " annotations: {'id': 'Unit 72000',\n", " 'channel_id': 72,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch72#1'\n", " description: 'SpikeTrain channel_id: 72, unit_id: 1'\n", " annotations: {'id': 'Unit 72001',\n", " 'channel_id': 72,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch73#0'\n", " description: 'SpikeTrain channel_id: 73, unit_id: 0'\n", " annotations: {'id': 'Unit 73000',\n", " 'channel_id': 73,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch73#1'\n", " description: 'SpikeTrain channel_id: 73, unit_id: 1'\n", " annotations: {'id': 'Unit 73001',\n", " 'channel_id': 73,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch73#2'\n", " description: 'SpikeTrain channel_id: 73, unit_id: 2'\n", " annotations: {'id': 'Unit 73002',\n", " 'channel_id': 73,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch74#0'\n", " description: 'SpikeTrain channel_id: 74, unit_id: 0'\n", " annotations: {'id': 'Unit 74000',\n", " 'channel_id': 74,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch74#1'\n", " description: 'SpikeTrain channel_id: 74, unit_id: 1'\n", " annotations: {'id': 'Unit 74001',\n", " 'channel_id': 74,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch74#2'\n", " description: 'SpikeTrain channel_id: 74, unit_id: 2'\n", " annotations: {'id': 'Unit 74002',\n", " 'channel_id': 74,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch75#0'\n", " description: 'SpikeTrain channel_id: 75, unit_id: 0'\n", " annotations: {'id': 'Unit 75000',\n", " 'channel_id': 75,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch75#1'\n", " description: 'SpikeTrain channel_id: 75, unit_id: 1'\n", " annotations: {'id': 'Unit 75001',\n", " 'channel_id': 75,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch75#2'\n", " description: 'SpikeTrain channel_id: 75, unit_id: 2'\n", " annotations: {'id': 'Unit 75002',\n", " 'channel_id': 75,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch76#0'\n", " description: 'SpikeTrain channel_id: 76, unit_id: 0'\n", " annotations: {'id': 'Unit 76000',\n", " 'channel_id': 76,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch76#1'\n", " description: 'SpikeTrain channel_id: 76, unit_id: 1'\n", " annotations: {'id': 'Unit 76001',\n", " 'channel_id': 76,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch77#0'\n", " description: 'SpikeTrain channel_id: 77, unit_id: 0'\n", " annotations: {'id': 'Unit 77000',\n", " 'channel_id': 77,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch77#1'\n", " description: 'SpikeTrain channel_id: 77, unit_id: 1'\n", " annotations: {'id': 'Unit 77001',\n", " 'channel_id': 77,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch77#2'\n", " description: 'SpikeTrain channel_id: 77, unit_id: 2'\n", " annotations: {'id': 'Unit 77002',\n", " 'channel_id': 77,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch78#0'\n", " description: 'SpikeTrain channel_id: 78, unit_id: 0'\n", " annotations: {'id': 'Unit 78000',\n", " 'channel_id': 78,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch78#1'\n", " description: 'SpikeTrain channel_id: 78, unit_id: 1'\n", " annotations: {'id': 'Unit 78001',\n", " 'channel_id': 78,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch78#2'\n", " description: 'SpikeTrain channel_id: 78, unit_id: 2'\n", " annotations: {'id': 'Unit 78002',\n", " 'channel_id': 78,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch79#0'\n", " description: 'SpikeTrain channel_id: 79, unit_id: 0'\n", " annotations: {'id': 'Unit 79000',\n", " 'channel_id': 79,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch79#1'\n", " description: 'SpikeTrain channel_id: 79, unit_id: 1'\n", " annotations: {'id': 'Unit 79001',\n", " 'channel_id': 79,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch79#2'\n", " description: 'SpikeTrain channel_id: 79, unit_id: 2'\n", " annotations: {'id': 'Unit 79002',\n", " 'channel_id': 79,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch79#3'\n", " description: 'SpikeTrain channel_id: 79, unit_id: 3'\n", " annotations: {'id': 'Unit 79003',\n", " 'channel_id': 79,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch79#4'\n", " description: 'SpikeTrain channel_id: 79, unit_id: 4'\n", " annotations: {'id': 'Unit 79004',\n", " 'channel_id': 79,\n", " 'unit_id': 4,\n", " 'unit_tag': '4'},\n", " SpikeTrain\n", " name: 'ch80#0'\n", " description: 'SpikeTrain channel_id: 80, unit_id: 0'\n", " annotations: {'id': 'Unit 80000',\n", " 'channel_id': 80,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch80#1'\n", " description: 'SpikeTrain channel_id: 80, unit_id: 1'\n", " annotations: {'id': 'Unit 80001',\n", " 'channel_id': 80,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch80#2'\n", " description: 'SpikeTrain channel_id: 80, unit_id: 2'\n", " annotations: {'id': 'Unit 80002',\n", " 'channel_id': 80,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch81#0'\n", " description: 'SpikeTrain channel_id: 81, unit_id: 0'\n", " annotations: {'id': 'Unit 81000',\n", " 'channel_id': 81,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch81#1'\n", " description: 'SpikeTrain channel_id: 81, unit_id: 1'\n", " annotations: {'id': 'Unit 81001',\n", " 'channel_id': 81,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch81#2'\n", " description: 'SpikeTrain channel_id: 81, unit_id: 2'\n", " annotations: {'id': 'Unit 81002',\n", " 'channel_id': 81,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch82#0'\n", " description: 'SpikeTrain channel_id: 82, unit_id: 0'\n", " annotations: {'id': 'Unit 82000',\n", " 'channel_id': 82,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch82#1'\n", " description: 'SpikeTrain channel_id: 82, unit_id: 1'\n", " annotations: {'id': 'Unit 82001',\n", " 'channel_id': 82,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch83#0'\n", " description: 'SpikeTrain channel_id: 83, unit_id: 0'\n", " annotations: {'id': 'Unit 83000',\n", " 'channel_id': 83,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch83#1'\n", " description: 'SpikeTrain channel_id: 83, unit_id: 1'\n", " annotations: {'id': 'Unit 83001',\n", " 'channel_id': 83,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch83#2'\n", " description: 'SpikeTrain channel_id: 83, unit_id: 2'\n", " annotations: {'id': 'Unit 83002',\n", " 'channel_id': 83,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch84#0'\n", " description: 'SpikeTrain channel_id: 84, unit_id: 0'\n", " annotations: {'id': 'Unit 84000',\n", " 'channel_id': 84,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch84#1'\n", " description: 'SpikeTrain channel_id: 84, unit_id: 1'\n", " annotations: {'id': 'Unit 84001',\n", " 'channel_id': 84,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch85#0'\n", " description: 'SpikeTrain channel_id: 85, unit_id: 0'\n", " annotations: {'id': 'Unit 85000',\n", " 'channel_id': 85,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch85#1'\n", " description: 'SpikeTrain channel_id: 85, unit_id: 1'\n", " annotations: {'id': 'Unit 85001',\n", " 'channel_id': 85,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch85#2'\n", " description: 'SpikeTrain channel_id: 85, unit_id: 2'\n", " annotations: {'id': 'Unit 85002',\n", " 'channel_id': 85,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch86#0'\n", " description: 'SpikeTrain channel_id: 86, unit_id: 0'\n", " annotations: {'id': 'Unit 86000',\n", " 'channel_id': 86,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch86#1'\n", " description: 'SpikeTrain channel_id: 86, unit_id: 1'\n", " annotations: {'id': 'Unit 86001',\n", " 'channel_id': 86,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch86#2'\n", " description: 'SpikeTrain channel_id: 86, unit_id: 2'\n", " annotations: {'id': 'Unit 86002',\n", " 'channel_id': 86,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch86#3'\n", " description: 'SpikeTrain channel_id: 86, unit_id: 3'\n", " annotations: {'id': 'Unit 86003',\n", " 'channel_id': 86,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch87#0'\n", " description: 'SpikeTrain channel_id: 87, unit_id: 0'\n", " annotations: {'id': 'Unit 87000',\n", " 'channel_id': 87,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch87#1'\n", " description: 'SpikeTrain channel_id: 87, unit_id: 1'\n", " annotations: {'id': 'Unit 87001',\n", " 'channel_id': 87,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch88#0'\n", " description: 'SpikeTrain channel_id: 88, unit_id: 0'\n", " annotations: {'id': 'Unit 88000',\n", " 'channel_id': 88,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch88#1'\n", " description: 'SpikeTrain channel_id: 88, unit_id: 1'\n", " annotations: {'id': 'Unit 88001',\n", " 'channel_id': 88,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch89#0'\n", " description: 'SpikeTrain channel_id: 89, unit_id: 0'\n", " annotations: {'id': 'Unit 89000',\n", " 'channel_id': 89,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch89#1'\n", " description: 'SpikeTrain channel_id: 89, unit_id: 1'\n", " annotations: {'id': 'Unit 89001',\n", " 'channel_id': 89,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch90#0'\n", " description: 'SpikeTrain channel_id: 90, unit_id: 0'\n", " annotations: {'id': 'Unit 90000',\n", " 'channel_id': 90,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch90#1'\n", " description: 'SpikeTrain channel_id: 90, unit_id: 1'\n", " annotations: {'id': 'Unit 90001',\n", " 'channel_id': 90,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch91#0'\n", " description: 'SpikeTrain channel_id: 91, unit_id: 0'\n", " annotations: {'id': 'Unit 91000',\n", " 'channel_id': 91,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch91#1'\n", " description: 'SpikeTrain channel_id: 91, unit_id: 1'\n", " annotations: {'id': 'Unit 91001',\n", " 'channel_id': 91,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch91#2'\n", " description: 'SpikeTrain channel_id: 91, unit_id: 2'\n", " annotations: {'id': 'Unit 91002',\n", " 'channel_id': 91,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch91#3'\n", " description: 'SpikeTrain channel_id: 91, unit_id: 3'\n", " annotations: {'id': 'Unit 91003',\n", " 'channel_id': 91,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch92#0'\n", " description: 'SpikeTrain channel_id: 92, unit_id: 0'\n", " annotations: {'id': 'Unit 92000',\n", " 'channel_id': 92,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch92#1'\n", " description: 'SpikeTrain channel_id: 92, unit_id: 1'\n", " annotations: {'id': 'Unit 92001',\n", " 'channel_id': 92,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch92#2'\n", " description: 'SpikeTrain channel_id: 92, unit_id: 2'\n", " annotations: {'id': 'Unit 92002',\n", " 'channel_id': 92,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch93#0'\n", " description: 'SpikeTrain channel_id: 93, unit_id: 0'\n", " annotations: {'id': 'Unit 93000',\n", " 'channel_id': 93,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch93#1'\n", " description: 'SpikeTrain channel_id: 93, unit_id: 1'\n", " annotations: {'id': 'Unit 93001',\n", " 'channel_id': 93,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch93#2'\n", " description: 'SpikeTrain channel_id: 93, unit_id: 2'\n", " annotations: {'id': 'Unit 93002',\n", " 'channel_id': 93,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch94#0'\n", " description: 'SpikeTrain channel_id: 94, unit_id: 0'\n", " annotations: {'id': 'Unit 94000',\n", " 'channel_id': 94,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch94#1'\n", " description: 'SpikeTrain channel_id: 94, unit_id: 1'\n", " annotations: {'id': 'Unit 94001',\n", " 'channel_id': 94,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch94#2'\n", " description: 'SpikeTrain channel_id: 94, unit_id: 2'\n", " annotations: {'id': 'Unit 94002',\n", " 'channel_id': 94,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch95#0'\n", " description: 'SpikeTrain channel_id: 95, unit_id: 0'\n", " annotations: {'id': 'Unit 95000',\n", " 'channel_id': 95,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch95#1'\n", " description: 'SpikeTrain channel_id: 95, unit_id: 1'\n", " annotations: {'id': 'Unit 95001',\n", " 'channel_id': 95,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'},\n", " SpikeTrain\n", " name: 'ch95#2'\n", " description: 'SpikeTrain channel_id: 95, unit_id: 2'\n", " annotations: {'id': 'Unit 95002',\n", " 'channel_id': 95,\n", " 'unit_id': 2,\n", " 'unit_tag': '2'},\n", " SpikeTrain\n", " name: 'ch95#3'\n", " description: 'SpikeTrain channel_id: 95, unit_id: 3'\n", " annotations: {'id': 'Unit 95003',\n", " 'channel_id': 95,\n", " 'unit_id': 3,\n", " 'unit_tag': '3'},\n", " SpikeTrain\n", " name: 'ch96#0'\n", " description: 'SpikeTrain channel_id: 96, unit_id: 0'\n", " annotations: {'id': 'Unit 96000',\n", " 'channel_id': 96,\n", " 'unit_id': 0,\n", " 'unit_tag': 'unclassified'},\n", " SpikeTrain\n", " name: 'ch96#1'\n", " description: 'SpikeTrain channel_id: 96, unit_id: 1'\n", " annotations: {'id': 'Unit 96001',\n", " 'channel_id': 96,\n", " 'unit_id': 1,\n", " 'unit_tag': '1'}]" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st_elephant = elephant.neo_tools.get_all_spiketrains(blks)\n", "st_elephant" ] }, { "cell_type": "markdown", "id": "21ca33c2", "metadata": {}, "source": [ "### Extracting all the events using elephant." ] }, { "cell_type": "code", "execution_count": 54, "id": "1b32c79d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Event\n", " name: 'digital_input_port'\n", " description: 'Events of the digital input port'\n", " annotations: {'id': ''},\n", " Event\n", " name: 'serial_input_port'\n", " description: 'Events of the serial input port'\n", " annotations: {'id': ''},\n", " Event\n", " name: 'comments'\n", " description: 'Comments'\n", " annotations: {'id': '', 'color_codes': array([], dtype='|S9')}]" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "elephant.neo_tools.get_all_events(blks)" ] }, { "cell_type": "markdown", "id": "b8b71eb4", "metadata": {}, "source": [ "### Plotting a histogram of spike count from all the units at each time instant." ] }, { "cell_type": "code", "execution_count": 50, "id": "92e522f9", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "histogram = time_histogram(st_elephant, bin_size=100*pq.ms)\n", "\n", "plot_time_histogram(histogram, units='s')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "433e14ff", "metadata": {}, "source": [ "### Histogram for inter spike intervals." ] }, { "cell_type": "code", "execution_count": 71, "id": "a5b2166f", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_isi_histogram(st_elephant, cutoff=250*pq.ms, histtype='bar')\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }