RomanRom2/gigatron
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
master
gigatron/rom/Contrib/psr/multiply/Stall Profiling.ipynb
Roman Krupnin 90e6151613 init repo
2025-01-28 19:17:01 +03:00

3819 lines
297 KiB
Plaintext
Raw Permalink Blame History

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "aabc21a9",
"metadata": {},
"outputs": [],
"source": [
"import itertools\n",
"import functools\n",
"import contextlib\n",
"import base64\n",
"from io import BytesIO"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3e0f2c2c",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"from matplotlib import pyplot as plt\n",
"import xarray as xr\n",
"from IPython.display import display, HTML"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "ebd68f38",
"metadata": {},
"outputs": [],
"source": [
"import asm\n",
"from gtemu import Emulator, RAM, ROM\n",
"import benchmark\n",
"from benchmark import _read_word as read_word"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "28118774",
"metadata": {},
"outputs": [],
"source": [
"# All of these metrics are in cycles\n",
"_PER_INSTRUCTION_DATA = ['timeslice_on_entry', 'stall_in_vcpu', 'in_display_loop', 'execution_time', 'timeslice_on_exit']\n",
"\n",
"_EMPTY_INSTRUCTION_DATA = dict((key, 0) for key in _PER_INSTRUCTION_DATA)\n",
"\n",
"def _sign_extend(byte):\n",
" return (byte & 0b0111_1111) - (byte & 0b1000_0000)\n",
"\n",
"class Profiler:\n",
" \n",
" def __init__(self, emulator):\n",
" self.emulator = emulator\n",
" self._invocation_data = None\n",
" self._instruction_data = None\n",
" self.invocation_data = []\n",
" self.current_invocation_instruction_data = None # Dict of pc -> instruction data\n",
" self.current_instruction_data = None # Instruction data\n",
" # We use this all the time\n",
" self._enter = asm.symbol('ENTER')\n",
" # We also need to know when we're about to execute SYS\n",
" self._sys = asm.symbol('SYS') & 0xff\n",
" # maxTicks, but stored in cycles.\n",
" self._max_cycles = 28\n",
" self._vticks = 0x15\n",
" \n",
" def get_cycles_remaining(self):\n",
" # We are at ENTER or NEXT.\n",
" # If at ENTER, we're at the start of a timeslice and the length is in ac\n",
" if self.emulator.next_instruction == self._enter:\n",
" ticks_remaining = self.emulator.AC\n",
" # if at NEXT, we've just tried an instruction. ac = the negative of the ticks taken.\n",
" else:\n",
" ticks_remaining = _sign_extend(self.emulator.AC) + RAM[self._vticks]\n",
" # In both cases, the ticks remaining is offset by maxTicks\n",
" # (and by vCPU_overhead, but that's constant, and so it's grouped as part of the displayloop)\n",
" return ticks_remaining * 2 + self._max_cycles\n",
" \n",
" def get_instruction_about_to_execute(self):\n",
" # Assuming we haven't executed next yet\n",
" vpc_low, vpc_high = RAM[0x16: 0x18]\n",
" return (vpc_low + 2) & 0xff | (vpc_high << 8)\n",
" \n",
" def begin_invocation(self):\n",
" # Set up data structures\n",
" self.current_invocation_instruction_data = {}\n",
" self.invocation_data.append(self.current_invocation_instruction_data)\n",
" \n",
" def begin_instruction(self):\n",
" # We don't handle loops\n",
" instruction = self.get_instruction_about_to_execute()\n",
" assert instruction not in self.current_invocation_instruction_data\n",
" self.current_invocation_instruction_data[instruction] = self.current_instruction_data = _EMPTY_INSTRUCTION_DATA.copy()\n",
" self.current_instruction_data['timeslice_on_entry'] = self.get_cycles_remaining()\n",
" \n",
" def step_vcpu_with_measurement(self):\n",
" # We're about to step, but first, look ahead and see where we're going.\n",
" # If we've got time to run an instruction, the time will count towards the instruction runtime.\n",
" # If not, any time remaining will count towards stall, and we count two values, stall in vCPU and time in displayloop\n",
" remaining_cycles = self.get_cycles_remaining()\n",
" # If ticks_remaining >= maxTicks, we'll execute an instruction and time should be accounted as execution\n",
" # UNLESS the instruction is SYS. \n",
" # If it's a SYS function, we need to check the operand, and if there's no time, it's a stall.\n",
" if remaining_cycles >= self._max_cycles:\n",
" dest = 'execution_time' \n",
" x = self.get_instruction_about_to_execute()\n",
" instruction, operand = RAM[x: x+2]\n",
" if instruction == self._sys:\n",
" if self._max_cycles - _sign_extend(operand) * 2 > remaining_cycles:\n",
" dest = 'stall_in_vcpu'\n",
" # But otherwise, we're going to return to the display loop.\n",
" # We account for this as stall_in_vcpu being remaining_cycles, and the remainder as in_display_loop\n",
" else:\n",
" self.current_instruction_data['stall_in_vcpu'] += remaining_cycles\n",
" self.current_instruction_data['in_display_loop'] -= remaining_cycles\n",
" dest = 'in_display_loop'\n",
" \n",
" self.current_instruction_data[dest] += self.emulator.step_vcpu()\n",
" \n",
" def end_instruction(self):\n",
" self.current_instruction_data['timeslice_on_exit'] = self.get_cycles_remaining()\n",
" \n",
" def profile_invocation(self):\n",
" self.begin_invocation()\n",
" target_instruction = self.emulator.vLR\n",
" while target_instruction != self.get_instruction_about_to_execute():\n",
" self.begin_instruction()\n",
" v_pc = self.emulator.vPC # Used to see when we've moved\n",
" while v_pc == self.emulator.vPC:\n",
" self.step_vcpu_with_measurement()\n",
" self.end_instruction()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "0a391178",
"metadata": {},
"outputs": [],
"source": [
"my_symbols = benchmark._load(benchmark.MY_MANDELBROT)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "d0532c09",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Boot reached SYS_RESET_88 in 1006781 cycles (0.16108496s)\n",
"Boot reached SYS_Exec_88 (Reset) in 1006825 cycles (0.161092s)\n",
"Boot reached SYS_Exec_88 (Main) in 2037968 cycles (0.32607488s)\n",
"Program was ready to begin exectution after 3741467 cycles (0.5986347200000001s)\n"
]
}
],
"source": [
"cycles = benchmark._run_to_main_start()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d172bb47",
"metadata": {},
"outputs": [],
"source": [
"profiler = Profiler(Emulator)\n",
"for _ in range(20_000):\n",
" cycles += benchmark._run_to_function_entry(my_symbols, 'MulShift8')\n",
" profiler.profile_invocation()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "b7d194d1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{514: {'timeslice_on_entry': 62,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 46},\n",
" 516: {'timeslice_on_entry': 46,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 26},\n",
" 518: {'timeslice_on_entry': 26,\n",
" 'stall_in_vcpu': 26,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 120},\n",
" 520: {'timeslice_on_entry': 120,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 92},\n",
" 529: {'timeslice_on_entry': 92,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 76},\n",
" 531: {'timeslice_on_entry': 76,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 48},\n",
" 533: {'timeslice_on_entry': 48,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 20},\n",
" 544: {'timeslice_on_entry': 20,\n",
" 'stall_in_vcpu': 20,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 22,\n",
" 'timeslice_on_exit': 126},\n",
" 546: {'timeslice_on_entry': 126,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 110},\n",
" 548: {'timeslice_on_entry': 110,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 22,\n",
" 'timeslice_on_exit': 88},\n",
" 550: {'timeslice_on_entry': 88,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 72},\n",
" 552: {'timeslice_on_entry': 72,\n",
" 'stall_in_vcpu': 72,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 120,\n",
" 'timeslice_on_exit': 28},\n",
" 554: {'timeslice_on_entry': 28,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 8},\n",
" 556: {'timeslice_on_entry': 8,\n",
" 'stall_in_vcpu': 8,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 22,\n",
" 'timeslice_on_exit': 126},\n",
" 558: {'timeslice_on_entry': 126,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 110},\n",
" 560: {'timeslice_on_entry': 110,\n",
" 'stall_in_vcpu': 110,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 120,\n",
" 'timeslice_on_exit': 28},\n",
" 562: {'timeslice_on_entry': 28,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 8},\n",
" 564: {'timeslice_on_entry': 8,\n",
" 'stall_in_vcpu': 8,\n",
" 'in_display_loop': 652,\n",
" 'execution_time': 22,\n",
" 'timeslice_on_exit': 126},\n",
" 566: {'timeslice_on_entry': 126,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 110},\n",
" 568: {'timeslice_on_entry': 110,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 92,\n",
" 'timeslice_on_exit': 18},\n",
" 570: {'timeslice_on_entry': 18,\n",
" 'stall_in_vcpu': 18,\n",
" 'in_display_loop': 88,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 82},\n",
" 572: {'timeslice_on_entry': 82,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 62},\n",
" 574: {'timeslice_on_entry': 62,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 34},\n",
" 576: {'timeslice_on_entry': 34,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 14},\n",
" 578: {'timeslice_on_entry': 14,\n",
" 'stall_in_vcpu': 14,\n",
" 'in_display_loop': 79,\n",
" 'execution_time': 22,\n",
" 'timeslice_on_exit': 112},\n",
" 580: {'timeslice_on_entry': 112,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 16,\n",
" 'timeslice_on_exit': 96},\n",
" 582: {'timeslice_on_entry': 96,\n",
" 'stall_in_vcpu': 96,\n",
" 'in_display_loop': 66,\n",
" 'execution_time': 120,\n",
" 'timeslice_on_exit': 14},\n",
" 584: {'timeslice_on_entry': 14,\n",
" 'stall_in_vcpu': 14,\n",
" 'in_display_loop': 70,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 102},\n",
" 586: {'timeslice_on_entry': 102,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 82},\n",
" 588: {'timeslice_on_entry': 82,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 62},\n",
" 590: {'timeslice_on_entry': 62,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 28,\n",
" 'timeslice_on_exit': 34},\n",
" 599: {'timeslice_on_entry': 34,\n",
" 'stall_in_vcpu': 0,\n",
" 'in_display_loop': 0,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 14},\n",
" 601: {'timeslice_on_entry': 14,\n",
" 'stall_in_vcpu': 14,\n",
" 'in_display_loop': 66,\n",
" 'execution_time': 20,\n",
" 'timeslice_on_exit': 114}}"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"profiler.current_invocation_instruction_data"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "3844a7a2",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>timeslice_on_entry</th>\n",
" <th>stall_in_vcpu</th>\n",
" <th>in_display_loop</th>\n",
" <th>execution_time</th>\n",
" <th>timeslice_on_exit</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Instruction</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>514</th>\n",
" <td>62</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>46</td>\n",
" </tr>\n",
" <tr>\n",
" <th>516</th>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>26</td>\n",
" </tr>\n",
" <tr>\n",
" <th>518</th>\n",
" <td>26</td>\n",
" <td>26</td>\n",
" <td>652</td>\n",
" <td>28</td>\n",
" <td>120</td>\n",
" </tr>\n",
" <tr>\n",
" <th>520</th>\n",
" <td>120</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>92</td>\n",
" </tr>\n",
" <tr>\n",
" <th>529</th>\n",
" <td>92</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>76</td>\n",
" </tr>\n",
" <tr>\n",
" <th>531</th>\n",
" <td>76</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>533</th>\n",
" <td>48</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>544</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>652</td>\n",
" <td>22</td>\n",
" <td>126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>546</th>\n",
" <td>126</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>548</th>\n",
" <td>110</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>88</td>\n",
" </tr>\n",
" <tr>\n",
" <th>550</th>\n",
" <td>88</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>72</td>\n",
" </tr>\n",
" <tr>\n",
" <th>552</th>\n",
" <td>72</td>\n",
" <td>72</td>\n",
" <td>652</td>\n",
" <td>120</td>\n",
" <td>28</td>\n",
" </tr>\n",
" <tr>\n",
" <th>554</th>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>556</th>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>652</td>\n",
" <td>22</td>\n",
" <td>126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>558</th>\n",
" <td>126</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>560</th>\n",
" <td>110</td>\n",
" <td>110</td>\n",
" <td>652</td>\n",
" <td>120</td>\n",
" <td>28</td>\n",
" </tr>\n",
" <tr>\n",
" <th>562</th>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>564</th>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>652</td>\n",
" <td>22</td>\n",
" <td>126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>566</th>\n",
" <td>126</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>568</th>\n",
" <td>110</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>92</td>\n",
" <td>18</td>\n",
" </tr>\n",
" <tr>\n",
" <th>570</th>\n",
" <td>18</td>\n",
" <td>18</td>\n",
" <td>88</td>\n",
" <td>16</td>\n",
" <td>82</td>\n",
" </tr>\n",
" <tr>\n",
" <th>572</th>\n",
" <td>82</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>62</td>\n",
" </tr>\n",
" <tr>\n",
" <th>574</th>\n",
" <td>62</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>34</td>\n",
" </tr>\n",
" <tr>\n",
" <th>576</th>\n",
" <td>34</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>578</th>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>79</td>\n",
" <td>22</td>\n",
" <td>112</td>\n",
" </tr>\n",
" <tr>\n",
" <th>580</th>\n",
" <td>112</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>96</td>\n",
" </tr>\n",
" <tr>\n",
" <th>582</th>\n",
" <td>96</td>\n",
" <td>96</td>\n",
" <td>66</td>\n",
" <td>120</td>\n",
" <td>14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>584</th>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>70</td>\n",
" <td>28</td>\n",
" <td>102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>586</th>\n",
" <td>102</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>82</td>\n",
" </tr>\n",
" <tr>\n",
" <th>588</th>\n",
" <td>82</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>62</td>\n",
" </tr>\n",
" <tr>\n",
" <th>590</th>\n",
" <td>62</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>34</td>\n",
" </tr>\n",
" <tr>\n",
" <th>599</th>\n",
" <td>34</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>14</td>\n",
" </tr>\n",
" <tr>\n",
" <th>601</th>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>66</td>\n",
" <td>20</td>\n",
" <td>114</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" timeslice_on_entry stall_in_vcpu in_display_loop \\\n",
"Instruction \n",
"514 62 0 0 \n",
"516 46 0 0 \n",
"518 26 26 652 \n",
"520 120 0 0 \n",
"529 92 0 0 \n",
"531 76 0 0 \n",
"533 48 0 0 \n",
"544 20 20 652 \n",
"546 126 0 0 \n",
"548 110 0 0 \n",
"550 88 0 0 \n",
"552 72 72 652 \n",
"554 28 0 0 \n",
"556 8 8 652 \n",
"558 126 0 0 \n",
"560 110 110 652 \n",
"562 28 0 0 \n",
"564 8 8 652 \n",
"566 126 0 0 \n",
"568 110 0 0 \n",
"570 18 18 88 \n",
"572 82 0 0 \n",
"574 62 0 0 \n",
"576 34 0 0 \n",
"578 14 14 79 \n",
"580 112 0 0 \n",
"582 96 96 66 \n",
"584 14 14 70 \n",
"586 102 0 0 \n",
"588 82 0 0 \n",
"590 62 0 0 \n",
"599 34 0 0 \n",
"601 14 14 66 \n",
"\n",
" execution_time timeslice_on_exit \n",
"Instruction \n",
"514 16 46 \n",
"516 20 26 \n",
"518 28 120 \n",
"520 28 92 \n",
"529 16 76 \n",
"531 28 48 \n",
"533 28 20 \n",
"544 22 126 \n",
"546 16 110 \n",
"548 22 88 \n",
"550 16 72 \n",
"552 120 28 \n",
"554 20 8 \n",
"556 22 126 \n",
"558 16 110 \n",
"560 120 28 \n",
"562 20 8 \n",
"564 22 126 \n",
"566 16 110 \n",
"568 92 18 \n",
"570 16 82 \n",
"572 20 62 \n",
"574 28 34 \n",
"576 20 14 \n",
"578 22 112 \n",
"580 16 96 \n",
"582 120 14 \n",
"584 28 102 \n",
"586 20 82 \n",
"588 20 62 \n",
"590 28 34 \n",
"599 20 14 \n",
"601 20 114 "
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"most_recent_trace = pd.DataFrame.from_dict(profiler.current_invocation_instruction_data, orient='index')\n",
"most_recent_trace.index.name = 'Instruction'\n",
"most_recent_trace"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "10a09516",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
"<defs>\n",
"<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
"<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
"<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
"<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
"</symbol>\n",
"<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
"<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
"<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"</symbol>\n",
"</defs>\n",
"</svg>\n",
"<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
" *\n",
" */\n",
"\n",
":root {\n",
" --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
" --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
" --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
" --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
" --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
" --xr-background-color: var(--jp-layout-color0, white);\n",
" --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
" --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
"}\n",
"\n",
"html[theme=dark],\n",
"body.vscode-dark {\n",
" --xr-font-color0: rgba(255, 255, 255, 1);\n",
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
" --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
" --xr-border-color: #1F1F1F;\n",
" --xr-disabled-color: #515151;\n",
" --xr-background-color: #111111;\n",
" --xr-background-color-row-even: #111111;\n",
" --xr-background-color-row-odd: #313131;\n",
"}\n",
"\n",
".xr-wrap {\n",
" display: block;\n",
" min-width: 300px;\n",
" max-width: 700px;\n",
"}\n",
"\n",
".xr-text-repr-fallback {\n",
" /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
" display: none;\n",
"}\n",
"\n",
".xr-header {\n",
" padding-top: 6px;\n",
" padding-bottom: 6px;\n",
" margin-bottom: 4px;\n",
" border-bottom: solid 1px var(--xr-border-color);\n",
"}\n",
"\n",
".xr-header > div,\n",
".xr-header > ul {\n",
" display: inline;\n",
" margin-top: 0;\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-obj-type,\n",
".xr-array-name {\n",
" margin-left: 2px;\n",
" margin-right: 10px;\n",
"}\n",
"\n",
".xr-obj-type {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-sections {\n",
" padding-left: 0 !important;\n",
" display: grid;\n",
" grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
"}\n",
"\n",
".xr-section-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-section-item input {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-item input + label {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label {\n",
" cursor: pointer;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label:hover {\n",
" color: var(--xr-font-color0);\n",
"}\n",
"\n",
".xr-section-summary {\n",
" grid-column: 1;\n",
" color: var(--xr-font-color2);\n",
" font-weight: 500;\n",
"}\n",
"\n",
".xr-section-summary > span {\n",
" display: inline-block;\n",
" padding-left: 0.5em;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-summary-in + label:before {\n",
" display: inline-block;\n",
" content: '►';\n",
" font-size: 11px;\n",
" width: 15px;\n",
" text-align: center;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label:before {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label:before {\n",
" content: '▼';\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label > span {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-summary,\n",
".xr-section-inline-details {\n",
" padding-top: 4px;\n",
" padding-bottom: 4px;\n",
"}\n",
"\n",
".xr-section-inline-details {\n",
" grid-column: 2 / -1;\n",
"}\n",
"\n",
".xr-section-details {\n",
" display: none;\n",
" grid-column: 1 / -1;\n",
" margin-bottom: 5px;\n",
"}\n",
"\n",
".xr-section-summary-in:checked ~ .xr-section-details {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-array-wrap {\n",
" grid-column: 1 / -1;\n",
" display: grid;\n",
" grid-template-columns: 20px auto;\n",
"}\n",
"\n",
".xr-array-wrap > label {\n",
" grid-column: 1;\n",
" vertical-align: top;\n",
"}\n",
"\n",
".xr-preview {\n",
" color: var(--xr-font-color3);\n",
"}\n",
"\n",
".xr-array-preview,\n",
".xr-array-data {\n",
" padding: 0 5px !important;\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-array-data,\n",
".xr-array-in:checked ~ .xr-array-preview {\n",
" display: none;\n",
"}\n",
"\n",
".xr-array-in:checked ~ .xr-array-data,\n",
".xr-array-preview {\n",
" display: inline-block;\n",
"}\n",
"\n",
".xr-dim-list {\n",
" display: inline-block !important;\n",
" list-style: none;\n",
" padding: 0 !important;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list li {\n",
" display: inline-block;\n",
" padding: 0;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list:before {\n",
" content: '(';\n",
"}\n",
"\n",
".xr-dim-list:after {\n",
" content: ')';\n",
"}\n",
"\n",
".xr-dim-list li:not(:last-child):after {\n",
" content: ',';\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-has-index {\n",
" font-weight: bold;\n",
"}\n",
"\n",
".xr-var-list,\n",
".xr-var-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-var-item > div,\n",
".xr-var-item label,\n",
".xr-var-item > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-even);\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-var-item > .xr-var-name:hover span {\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-var-list > li:nth-child(odd) > div,\n",
".xr-var-list > li:nth-child(odd) > label,\n",
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-odd);\n",
"}\n",
"\n",
".xr-var-name {\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-var-dims {\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-var-dtype {\n",
" grid-column: 3;\n",
" text-align: right;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-var-preview {\n",
" grid-column: 4;\n",
"}\n",
"\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
".xr-preview,\n",
".xr-attrs dt {\n",
" white-space: nowrap;\n",
" overflow: hidden;\n",
" text-overflow: ellipsis;\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-var-name:hover,\n",
".xr-var-dims:hover,\n",
".xr-var-dtype:hover,\n",
".xr-attrs dt:hover {\n",
" overflow: visible;\n",
" width: auto;\n",
" z-index: 1;\n",
"}\n",
"\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
".xr-var-data-in:checked ~ .xr-var-data {\n",
" display: block;\n",
"}\n",
"\n",
".xr-var-data > table {\n",
" float: right;\n",
"}\n",
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
"dl.xr-attrs {\n",
" padding: 0;\n",
" margin: 0;\n",
" display: grid;\n",
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
".xr-attrs dt,\n",
".xr-attrs dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
" padding-right: 10px;\n",
" width: auto;\n",
"}\n",
"\n",
".xr-attrs dt {\n",
" font-weight: normal;\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-attrs dt:hover span {\n",
" display: inline-block;\n",
" background: var(--xr-background-color);\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-attrs dd {\n",
" grid-column: 2;\n",
" white-space: pre-wrap;\n",
" word-break: break-all;\n",
"}\n",
"\n",
".xr-icon-database,\n",
".xr-icon-file-text2 {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
" width: 1em;\n",
" height: 1.5em !important;\n",
" stroke-width: 0;\n",
" stroke: currentColor;\n",
" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (Instruction: 33)\n",
"Coordinates:\n",
" * Instruction (Instruction) int64 514 516 518 520 ... 588 590 599 601\n",
"Data variables:\n",
" timeslice_on_entry (Instruction) int64 62 46 26 120 92 ... 102 82 62 34 14\n",
" stall_in_vcpu (Instruction) int64 0 0 26 0 0 0 0 ... 96 14 0 0 0 0 14\n",
" in_display_loop (Instruction) int64 0 0 652 0 0 0 0 ... 66 70 0 0 0 0 66\n",
" execution_time (Instruction) int64 16 20 28 28 16 28 ... 20 20 28 20 20\n",
" timeslice_on_exit (Instruction) int64 46 26 120 92 76 ... 82 62 34 14 114</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-161b43a8-48c2-4b0b-9626-14a0144f8ab9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-161b43a8-48c2-4b0b-9626-14a0144f8ab9' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>Instruction</span>: 33</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c9ee36ee-f108-4077-b076-2cdd68246795' class='xr-section-summary-in' type='checkbox' checked><label for='section-c9ee36ee-f108-4077-b076-2cdd68246795' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>Instruction</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>514 516 518 520 ... 588 590 599 601</div><input id='attrs-1f136de0-e621-4dac-a88f-bbdc448212f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1f136de0-e621-4dac-a88f-bbdc448212f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-989fc098-d593-46b0-a0fa-e6bbaac963e3' class='xr-var-data-in' type='checkbox'><label for='data-989fc098-d593-46b0-a0fa-e6bbaac963e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([514, 516, 518, 520, 529, 531, 533, 544, 546, 548, 550, 552, 554, 556,\n",
" 558, 560, 562, 564, 566, 568, 570, 572, 574, 576, 578, 580, 582, 584,\n",
" 586, 588, 590, 599, 601], dtype=int64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-acff323e-f675-4bab-ac7b-5944c4abdac9' class='xr-section-summary-in' type='checkbox' checked><label for='section-acff323e-f675-4bab-ac7b-5944c4abdac9' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>timeslice_on_entry</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>62 46 26 120 92 ... 102 82 62 34 14</div><input id='attrs-dffd37b5-3c9b-4b45-aa4e-58571ac7a579' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dffd37b5-3c9b-4b45-aa4e-58571ac7a579' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-afe18178-aa78-41b9-a263-0cf97357993a' class='xr-var-data-in' type='checkbox'><label for='data-afe18178-aa78-41b9-a263-0cf97357993a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 62, 46, 26, 120, 92, 76, 48, 20, 126, 110, 88, 72, 28,\n",
" 8, 126, 110, 28, 8, 126, 110, 18, 82, 62, 34, 14, 112,\n",
" 96, 14, 102, 82, 62, 34, 14], dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>stall_in_vcpu</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 26 0 0 0 0 ... 96 14 0 0 0 0 14</div><input id='attrs-f43789c8-7142-457a-839f-5861e260dbbe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f43789c8-7142-457a-839f-5861e260dbbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4059b5c9-ff08-4746-bb7e-77ad077c5111' class='xr-var-data-in' type='checkbox'><label for='data-4059b5c9-ff08-4746-bb7e-77ad077c5111' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 0, 26, 0, 0, 0, 0, 20, 0, 0, 0, 72, 0,\n",
" 8, 0, 110, 0, 8, 0, 0, 18, 0, 0, 0, 14, 0,\n",
" 96, 14, 0, 0, 0, 0, 14], dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>in_display_loop</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 652 0 0 0 0 ... 70 0 0 0 0 66</div><input id='attrs-129d83de-b357-435f-b48c-b268368051f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-129d83de-b357-435f-b48c-b268368051f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdf98f06-b71b-4dd3-a089-7fe3d0b1be6f' class='xr-var-data-in' type='checkbox'><label for='data-bdf98f06-b71b-4dd3-a089-7fe3d0b1be6f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0, 0, 652, 0, 0, 0, 0, 652, 0, 0, 0, 652, 0,\n",
" 652, 0, 652, 0, 652, 0, 0, 88, 0, 0, 0, 79, 0,\n",
" 66, 70, 0, 0, 0, 0, 66], dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>execution_time</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>16 20 28 28 16 ... 20 20 28 20 20</div><input id='attrs-38cc2a2c-1632-45e0-86b3-cd49f2b44b80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-38cc2a2c-1632-45e0-86b3-cd49f2b44b80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ef7a89a-9e1d-47a7-bea6-b7b19b4cd70d' class='xr-var-data-in' type='checkbox'><label for='data-3ef7a89a-9e1d-47a7-bea6-b7b19b4cd70d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 16, 20, 28, 28, 16, 28, 28, 22, 16, 22, 16, 120, 20,\n",
" 22, 16, 120, 20, 22, 16, 92, 16, 20, 28, 20, 22, 16,\n",
" 120, 28, 20, 20, 28, 20, 20], dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>timeslice_on_exit</span></div><div class='xr-var-dims'>(Instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>46 26 120 92 76 ... 82 62 34 14 114</div><input id='attrs-48a605cf-3fa5-4fa6-8210-4e647dc6d202' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48a605cf-3fa5-4fa6-8210-4e647dc6d202' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14c88fc0-dbfa-4a4b-853a-211735f1d548' class='xr-var-data-in' type='checkbox'><label for='data-14c88fc0-dbfa-4a4b-853a-211735f1d548' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 46, 26, 120, 92, 76, 48, 20, 126, 110, 88, 72, 28, 8,\n",
" 126, 110, 28, 8, 126, 110, 18, 82, 62, 34, 14, 112, 96,\n",
" 14, 102, 82, 62, 34, 14, 114], dtype=int64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-38222c5d-3a92-43e1-a824-c1b94c684030' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-38222c5d-3a92-43e1-a824-c1b94c684030' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (Instruction: 33)\n",
"Coordinates:\n",
" * Instruction (Instruction) int64 514 516 518 520 ... 588 590 599 601\n",
"Data variables:\n",
" timeslice_on_entry (Instruction) int64 62 46 26 120 92 ... 102 82 62 34 14\n",
" stall_in_vcpu (Instruction) int64 0 0 26 0 0 0 0 ... 96 14 0 0 0 0 14\n",
" in_display_loop (Instruction) int64 0 0 652 0 0 0 0 ... 66 70 0 0 0 0 66\n",
" execution_time (Instruction) int64 16 20 28 28 16 28 ... 20 20 28 20 20\n",
" timeslice_on_exit (Instruction) int64 46 26 120 92 76 ... 82 62 34 14 114"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"xr.Dataset.from_dataframe(most_recent_trace)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "5bf96137",
"metadata": {},
"outputs": [],
"source": [
"# I feel sure that there must be a better way!\n",
"frames = [pd.DataFrame.from_dict(d, orient='index') for d in profiler.invocation_data]\n",
"for f in frames: f.index.name = 'instruction'\n",
"sets = [xr.Dataset.from_dataframe(f) for f in frames]\n",
"del frames"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "6fb60ae4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
"<defs>\n",
"<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
"<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
"<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
"<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
"</symbol>\n",
"<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
"<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
"<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
"</symbol>\n",
"</defs>\n",
"</svg>\n",
"<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
" *\n",
" */\n",
"\n",
":root {\n",
" --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
" --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
" --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
" --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
" --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
" --xr-background-color: var(--jp-layout-color0, white);\n",
" --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
" --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
"}\n",
"\n",
"html[theme=dark],\n",
"body.vscode-dark {\n",
" --xr-font-color0: rgba(255, 255, 255, 1);\n",
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
" --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
" --xr-border-color: #1F1F1F;\n",
" --xr-disabled-color: #515151;\n",
" --xr-background-color: #111111;\n",
" --xr-background-color-row-even: #111111;\n",
" --xr-background-color-row-odd: #313131;\n",
"}\n",
"\n",
".xr-wrap {\n",
" display: block;\n",
" min-width: 300px;\n",
" max-width: 700px;\n",
"}\n",
"\n",
".xr-text-repr-fallback {\n",
" /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
" display: none;\n",
"}\n",
"\n",
".xr-header {\n",
" padding-top: 6px;\n",
" padding-bottom: 6px;\n",
" margin-bottom: 4px;\n",
" border-bottom: solid 1px var(--xr-border-color);\n",
"}\n",
"\n",
".xr-header > div,\n",
".xr-header > ul {\n",
" display: inline;\n",
" margin-top: 0;\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-obj-type,\n",
".xr-array-name {\n",
" margin-left: 2px;\n",
" margin-right: 10px;\n",
"}\n",
"\n",
".xr-obj-type {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-sections {\n",
" padding-left: 0 !important;\n",
" display: grid;\n",
" grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
"}\n",
"\n",
".xr-section-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-section-item input {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-item input + label {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label {\n",
" cursor: pointer;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label:hover {\n",
" color: var(--xr-font-color0);\n",
"}\n",
"\n",
".xr-section-summary {\n",
" grid-column: 1;\n",
" color: var(--xr-font-color2);\n",
" font-weight: 500;\n",
"}\n",
"\n",
".xr-section-summary > span {\n",
" display: inline-block;\n",
" padding-left: 0.5em;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-summary-in + label:before {\n",
" display: inline-block;\n",
" content: '►';\n",
" font-size: 11px;\n",
" width: 15px;\n",
" text-align: center;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label:before {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label:before {\n",
" content: '▼';\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label > span {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-summary,\n",
".xr-section-inline-details {\n",
" padding-top: 4px;\n",
" padding-bottom: 4px;\n",
"}\n",
"\n",
".xr-section-inline-details {\n",
" grid-column: 2 / -1;\n",
"}\n",
"\n",
".xr-section-details {\n",
" display: none;\n",
" grid-column: 1 / -1;\n",
" margin-bottom: 5px;\n",
"}\n",
"\n",
".xr-section-summary-in:checked ~ .xr-section-details {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-array-wrap {\n",
" grid-column: 1 / -1;\n",
" display: grid;\n",
" grid-template-columns: 20px auto;\n",
"}\n",
"\n",
".xr-array-wrap > label {\n",
" grid-column: 1;\n",
" vertical-align: top;\n",
"}\n",
"\n",
".xr-preview {\n",
" color: var(--xr-font-color3);\n",
"}\n",
"\n",
".xr-array-preview,\n",
".xr-array-data {\n",
" padding: 0 5px !important;\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-array-data,\n",
".xr-array-in:checked ~ .xr-array-preview {\n",
" display: none;\n",
"}\n",
"\n",
".xr-array-in:checked ~ .xr-array-data,\n",
".xr-array-preview {\n",
" display: inline-block;\n",
"}\n",
"\n",
".xr-dim-list {\n",
" display: inline-block !important;\n",
" list-style: none;\n",
" padding: 0 !important;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list li {\n",
" display: inline-block;\n",
" padding: 0;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list:before {\n",
" content: '(';\n",
"}\n",
"\n",
".xr-dim-list:after {\n",
" content: ')';\n",
"}\n",
"\n",
".xr-dim-list li:not(:last-child):after {\n",
" content: ',';\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-has-index {\n",
" font-weight: bold;\n",
"}\n",
"\n",
".xr-var-list,\n",
".xr-var-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-var-item > div,\n",
".xr-var-item label,\n",
".xr-var-item > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-even);\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-var-item > .xr-var-name:hover span {\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-var-list > li:nth-child(odd) > div,\n",
".xr-var-list > li:nth-child(odd) > label,\n",
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-odd);\n",
"}\n",
"\n",
".xr-var-name {\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-var-dims {\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-var-dtype {\n",
" grid-column: 3;\n",
" text-align: right;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-var-preview {\n",
" grid-column: 4;\n",
"}\n",
"\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
".xr-preview,\n",
".xr-attrs dt {\n",
" white-space: nowrap;\n",
" overflow: hidden;\n",
" text-overflow: ellipsis;\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-var-name:hover,\n",
".xr-var-dims:hover,\n",
".xr-var-dtype:hover,\n",
".xr-attrs dt:hover {\n",
" overflow: visible;\n",
" width: auto;\n",
" z-index: 1;\n",
"}\n",
"\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
".xr-var-data-in:checked ~ .xr-var-data {\n",
" display: block;\n",
"}\n",
"\n",
".xr-var-data > table {\n",
" float: right;\n",
"}\n",
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
"dl.xr-attrs {\n",
" padding: 0;\n",
" margin: 0;\n",
" display: grid;\n",
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
".xr-attrs dt,\n",
".xr-attrs dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
" padding-right: 10px;\n",
" width: auto;\n",
"}\n",
"\n",
".xr-attrs dt {\n",
" font-weight: normal;\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-attrs dt:hover span {\n",
" display: inline-block;\n",
" background: var(--xr-background-color);\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-attrs dd {\n",
" grid-column: 2;\n",
" white-space: pre-wrap;\n",
" word-break: break-all;\n",
"}\n",
"\n",
".xr-icon-database,\n",
".xr-icon-file-text2 {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
" width: 1em;\n",
" height: 1.5em !important;\n",
" stroke-width: 0;\n",
" stroke: currentColor;\n",
" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (instruction: 43, invocation: 20000)\n",
"Coordinates:\n",
" * instruction (instruction) int64 514 516 518 520 ... 595 597 599 601\n",
"Dimensions without coordinates: invocation\n",
"Data variables:\n",
" timeslice_on_entry (invocation, instruction) float64 14.0 132.0 ... 14.0\n",
" stall_in_vcpu (invocation, instruction) float64 14.0 0.0 ... 0.0 14.0\n",
" in_display_loop (invocation, instruction) float64 652.0 0.0 ... 0.0 66.0\n",
" execution_time (invocation, instruction) float64 16.0 20.0 ... 20.0\n",
" timeslice_on_exit (invocation, instruction) float64 132.0 112.0 ... 114.0\n",
" total_time (invocation, instruction) float64 682.0 20.0 ... 100.0</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-96de3c7a-cfca-4439-a6a5-40910c832e09' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-96de3c7a-cfca-4439-a6a5-40910c832e09' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>instruction</span>: 43</li><li><span>invocation</span>: 20000</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-24f4d895-b2e8-42c7-ae7a-a9ba2531d1ba' class='xr-section-summary-in' type='checkbox' checked><label for='section-24f4d895-b2e8-42c7-ae7a-a9ba2531d1ba' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>instruction</span></div><div class='xr-var-dims'>(instruction)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>514 516 518 520 ... 595 597 599 601</div><input id='attrs-5a55e3fc-20a7-4ada-8804-88a4de156c44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5a55e3fc-20a7-4ada-8804-88a4de156c44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a0137dc1-738a-43eb-8b03-aeb788204e5c' class='xr-var-data-in' type='checkbox'><label for='data-a0137dc1-738a-43eb-8b03-aeb788204e5c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([514, 516, 518, 520, 523, 525, 527, 529, 531, 533, 536, 538, 540, 542,\n",
" 544, 546, 548, 550, 552, 554, 556, 558, 560, 562, 564, 566, 568, 570,\n",
" 572, 574, 576, 578, 580, 582, 584, 586, 588, 590, 593, 595, 597, 599,\n",
" 601], dtype=int64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d161d3e0-37ca-42a7-9cd1-d46acfd297a1' class='xr-section-summary-in' type='checkbox' checked><label for='section-d161d3e0-37ca-42a7-9cd1-d46acfd297a1' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>timeslice_on_entry</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.0 132.0 112.0 ... nan 34.0 14.0</div><input id='attrs-ae7565c5-ac14-44b8-96a1-4a3d680a3b8f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae7565c5-ac14-44b8-96a1-4a3d680a3b8f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70cc39d1-cc3f-44a4-8e24-2add801bec12' class='xr-var-data-in' type='checkbox'><label for='data-70cc39d1-cc3f-44a4-8e24-2add801bec12' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 14., 132., 112., ..., nan, 100., 80.],\n",
" [122., 106., 86., ..., nan, 80., 60.],\n",
" [ 62., 46., 26., ..., nan, 100., 80.],\n",
" ...,\n",
" [ 82., 66., 46., ..., nan, 80., 60.],\n",
" [ 54., 38., 18., ..., 56., nan, 42.],\n",
" [ 62., 46., 26., ..., nan, 34., 14.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>stall_in_vcpu</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>14.0 0.0 0.0 0.0 ... nan 0.0 14.0</div><input id='attrs-c5751d15-b901-49b3-b71c-a92eeb68da00' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c5751d15-b901-49b3-b71c-a92eeb68da00' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae7e594a-9155-4e7d-9e8a-834c32e797f1' class='xr-var-data-in' type='checkbox'><label for='data-ae7e594a-9155-4e7d-9e8a-834c32e797f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[14., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 26., ..., nan, 0., 0.],\n",
" ...,\n",
" [ 0., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 18., ..., 0., nan, 0.],\n",
" [ 0., 0., 26., ..., nan, 0., 14.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>in_display_loop</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>652.0 0.0 0.0 0.0 ... nan 0.0 66.0</div><input id='attrs-08bac105-806a-494e-b5aa-d479e52e4c9d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-08bac105-806a-494e-b5aa-d479e52e4c9d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fa2055b-0a4c-4e99-b480-7016259519b3' class='xr-var-data-in' type='checkbox'><label for='data-0fa2055b-0a4c-4e99-b480-7016259519b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[652., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 652., ..., nan, 0., 0.],\n",
" ...,\n",
" [ 0., 0., 0., ..., nan, 0., 0.],\n",
" [ 0., 0., 652., ..., 0., nan, 0.],\n",
" [ 0., 0., 652., ..., nan, 0., 66.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>execution_time</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>16.0 20.0 28.0 ... nan 20.0 20.0</div><input id='attrs-fe149749-389f-4e02-bc7c-153eba75dda5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fe149749-389f-4e02-bc7c-153eba75dda5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bdb674b6-4d70-47f7-9ede-f27dd6234df7' class='xr-var-data-in' type='checkbox'><label for='data-bdb674b6-4d70-47f7-9ede-f27dd6234df7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[16., 20., 28., ..., nan, 20., 20.],\n",
" [16., 20., 28., ..., nan, 20., 20.],\n",
" [16., 20., 28., ..., nan, 20., 20.],\n",
" ...,\n",
" [16., 20., 28., ..., nan, 20., 20.],\n",
" [16., 20., 28., ..., 14., nan, 20.],\n",
" [16., 20., 28., ..., nan, 20., 20.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>timeslice_on_exit</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>132.0 112.0 84.0 ... nan 14.0 114.0</div><input id='attrs-e3f4ea05-f2c3-4365-9854-fc07e4e5d17a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e3f4ea05-f2c3-4365-9854-fc07e4e5d17a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6754e7b-572e-4c14-bf95-3c9a8f004872' class='xr-var-data-in' type='checkbox'><label for='data-e6754e7b-572e-4c14-bf95-3c9a8f004872' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[132., 112., 84., ..., nan, 80., 60.],\n",
" [106., 86., 58., ..., nan, 60., 40.],\n",
" [ 46., 26., 120., ..., nan, 80., 60.],\n",
" ...,\n",
" [ 66., 46., 18., ..., nan, 60., 40.],\n",
" [ 38., 18., 120., ..., 42., nan, 22.],\n",
" [ 46., 26., 120., ..., nan, 14., 114.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>total_time</span></div><div class='xr-var-dims'>(invocation, instruction)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>682.0 20.0 28.0 ... nan 20.0 100.0</div><input id='attrs-f5a6ae5d-a7a8-4f40-87b3-8a8cfe34100c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5a6ae5d-a7a8-4f40-87b3-8a8cfe34100c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71d29c64-dc29-43f6-bcb6-19e5dc4056fb' class='xr-var-data-in' type='checkbox'><label for='data-71d29c64-dc29-43f6-bcb6-19e5dc4056fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[682., 20., 28., ..., nan, 20., 20.],\n",
" [ 16., 20., 28., ..., nan, 20., 20.],\n",
" [ 16., 20., 706., ..., nan, 20., 20.],\n",
" ...,\n",
" [ 16., 20., 28., ..., nan, 20., 20.],\n",
" [ 16., 20., 698., ..., 14., nan, 20.],\n",
" [ 16., 20., 706., ..., nan, 20., 100.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e1cf7768-559a-42f1-a3e6-727b9cd240d5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e1cf7768-559a-42f1-a3e6-727b9cd240d5' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (instruction: 43, invocation: 20000)\n",
"Coordinates:\n",
" * instruction (instruction) int64 514 516 518 520 ... 595 597 599 601\n",
"Dimensions without coordinates: invocation\n",
"Data variables:\n",
" timeslice_on_entry (invocation, instruction) float64 14.0 132.0 ... 14.0\n",
" stall_in_vcpu (invocation, instruction) float64 14.0 0.0 ... 0.0 14.0\n",
" in_display_loop (invocation, instruction) float64 652.0 0.0 ... 0.0 66.0\n",
" execution_time (invocation, instruction) float64 16.0 20.0 ... 20.0\n",
" timeslice_on_exit (invocation, instruction) float64 132.0 112.0 ... 114.0\n",
" total_time (invocation, instruction) float64 682.0 20.0 ... 100.0"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"invocation_data = xr.concat(sets, dim='invocation')\n",
"del sets\n",
"invocation_data['total_time'] = sum(invocation_data[metric] for metric in ['stall_in_vcpu', 'in_display_loop', 'execution_time'])\n",
"invocation_data"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "c751526e",
"metadata": {},
"outputs": [],
"source": [
"def show_distribution(variable, *markers, **kwargs):\n",
" \"\"\"Takes a variable, and returns a series of figures\n",
" \n",
" If markers are provided, they must also be a series.\n",
" \"\"\"\n",
" def plot(instruction):\n",
" fig, ax = plt.subplots(1, 1, figsize=(2, 0.5))\n",
" for k,v in ax.spines.items():\n",
" v.set_visible(False)\n",
" ax.set_xticks([])\n",
" ax.set_yticks([])\n",
"\n",
" invocation_data.sel(instruction=instruction)[variable].plot.hist(ax=ax, **kwargs)\n",
" for marker in markers:\n",
" ax.axvline(x=marker[instruction], c='red')\n",
" img = BytesIO()\n",
" plt.savefig(img)\n",
" img.seek(0)\n",
" plt.close()\n",
" return '<img src=\"data:image/png;base64,{}\"/>'.format(base64.b64encode(img.read()).decode())\n",
"\n",
" return invocation_data.coords['instruction'].to_series().map(plot)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "088404a0",
"metadata": {},
"outputs": [],
"source": [
"cols = pd.MultiIndex.from_product([['execution_time', 'total_time'], ['min', 'max', 'mean', 'distribution']])\n",
"stats = pd.DataFrame(columns=cols)\n",
"for var, metric in cols:\n",
" if metric == 'distribution':\n",
" stats[var, metric] = show_distribution(var, stats[var, 'mean'])\n",
" continue\n",
" data = getattr(invocation_data[var], metric)('invocation')\n",
" if metric != 'mean':\n",
" data = data.astype('uint')\n",
" stats[var, metric] = data.to_series()\n",
"pd.options.display.float_format = '{:,.1f}'.format\n",
"pd.set_option('display.max_colwidth', None)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "4e0be60c",
"metadata": {},
"outputs": [],
"source": [
"def disassemble(symbols, address):\n",
" # Little vCPU disassembler copied from gt1dump.py\n",
" \"\"\"Return the string disassembly of the given address\"\"\"\n",
" # Need the reverse mapping\n",
" symbols = {v: k for k, v in symbols.items()}\n",
" next_vpc = address\n",
" opcode = RAM[next_vpc]\n",
" # If we don't know a mnemonic, just use hex - no operands\n",
" mnemonic, number_of_operands = _OPCODES.get(opcode, (f\"${opcode:02x}\", 0))\n",
" asm_parts = [mnemonic]\n",
" operands = bytearray(RAM[next_vpc + 1 : next_vpc + 1 + number_of_operands])\n",
" while operands:\n",
" # Poor man's switch statement\n",
" if mnemonic in _ZP_MODE_OPCODES:\n",
" operand = operands.pop(0)\n",
" decoding = symbols.get(operand, '') or _ZERO_PAGE_SYMBOLS.get(operand, '') or f\"${operand:02x}\"\n",
" asm_parts.append(decoding)\n",
" continue\n",
" if mnemonic == \"Bcc\":\n",
" operand = operands.pop(0)\n",
" if operand in _BCC_CODES:\n",
" asm_parts = [f\"B{_BCC_CODES[operand]}\"]\n",
" # Fall through\n",
" if mnemonic in {\"Bcc\", \"BRA\", \"DEF\"}:\n",
" # Next operand is a target within a page\n",
" operand = operands.pop(0)\n",
" target = next_vpc & 0xFF00 | (operand + 2) & 0xFF\n",
" asm_parts.append(f\"${target:04x}\")\n",
" continue\n",
" if mnemonic == \"SYS\":\n",
" operand = operands.pop(0)\n",
" if operand != 128:\n",
" max_cycles = 28 - 2 * ((operand ^ 128) - 128)\n",
" asm_parts.append(str(max_cycles))\n",
" else:\n",
" asm_parts = [\"HALT\"]\n",
" continue\n",
" # Else...\n",
" # Treat any remaining bytes as a single operand\n",
" operand = int.from_bytes(operands, \"little\", signed=False)\n",
" asm_parts.append(f\"${operand:02x}\" if len(operands) == 1 else f\"${operand:04x}\")\n",
" break\n",
" return f\"{address:04x} {bytes(RAM[next_vpc : next_vpc + 1 + number_of_operands]).hex()} {' '.join(asm_parts)}\"\n",
"\n",
"\n",
"_OPCODES = {\n",
" 0x11: (\"LDWI\", 2),\n",
" 0x1A: (\"LD\", 1),\n",
" 0x1F: (\"CMPHS\", 1),\n",
" 0x21: (\"LDW\", 1),\n",
" 0x2B: (\"STW\", 1),\n",
" 0x35: (\"Bcc\", 2),\n",
" 0x59: (\"LDI\", 1),\n",
" 0x5E: (\"ST\", 1),\n",
" 0x63: (\"POP\", 0),\n",
" 0x75: (\"PUSH\", 0),\n",
" 0x7F: (\"LUP\", 1),\n",
" 0x82: (\"ANDI\", 1),\n",
" 0x85: (\"CALLI\", 2),\n",
" 0x88: (\"ORI\", 1),\n",
" 0x8C: (\"XORI\", 1),\n",
" 0x90: (\"BRA\", 1),\n",
" 0x93: (\"INC\", 1),\n",
" 0x97: (\"CMPHU\", 1),\n",
" 0x99: (\"ADDW\", 1),\n",
" 0xAD: (\"PEEK\", 0),\n",
" 0xB4: (\"SYS\", 1),\n",
" 0xB8: (\"SUBW\", 1),\n",
" 0xCD: (\"DEF\", 1),\n",
" 0xCF: (\"CALL\", 1),\n",
" 0xDF: (\"ALLOC\", 1),\n",
" 0xE3: (\"ADDI\", 1),\n",
" 0xE6: (\"SUBI\", 1),\n",
" 0xE9: (\"LSLW\", 0),\n",
" 0xEC: (\"STLW\", 1),\n",
" 0xEE: (\"LDLW\", 1),\n",
" 0xF0: (\"POKE\", 1),\n",
" 0xF3: (\"DOKE\", 1),\n",
" 0xF6: (\"DEEK\", 0),\n",
" 0xF8: (\"ANDW\", 1),\n",
" 0xFA: (\"ORW\", 1),\n",
" 0xFC: (\"XORW\", 1),\n",
" 0xFF: (\"RET\", 0),\n",
"}\n",
"\n",
"_BCC_CODES = {\n",
" 0x3F: \"EQ\",\n",
" 0x4D: \"GT\",\n",
" 0x50: \"LT\",\n",
" 0x53: \"GE\",\n",
" 0x56: \"LE\",\n",
" 0x72: \"NE\",\n",
"}\n",
"\n",
"_ZERO_PAGE_SYMBOLS = {\n",
" 0x00: \"zeroConst\",\n",
" 0x01: \"memSize\",\n",
" 0x06: \"entropy\",\n",
" 0x09: \"videoY\",\n",
" 0x0E: \"frameCount\",\n",
" 0x0F: \"serialRaw\",\n",
" 0x11: \"buttonState\",\n",
" 0x14: \"xoutMask\",\n",
" 0x16: \"vPC\",\n",
" 0x17: \"vPC+1\",\n",
" 0x18: \"vAC\",\n",
" 0x19: \"vAC+1\",\n",
" 0x1A: \"vLR\",\n",
" 0x1B: \"vLR+1\",\n",
" 0x1C: \"vSP\",\n",
" 0x21: \"romType\",\n",
" 0x22: \"sysFn\",\n",
" 0x23: \"sysFn+1\",\n",
" 0x24: \"sysArgs+0\",\n",
" 0x25: \"sysArgs+1\",\n",
" 0x26: \"sysArgs+2\",\n",
" 0x27: \"sysArgs+3\",\n",
" 0x28: \"sysArgs+4\",\n",
" 0x29: \"sysArgs+5\",\n",
" 0x2A: \"sysArgs+6\",\n",
" 0x2B: \"sysArgs+7\",\n",
" 0x2C: \"soundTimer\",\n",
" 0x2E: \"ledState_v2\",\n",
" 0x2F: \"ledTempo\",\n",
" 0x80: \"oneConst\",\n",
"}\n",
"\n",
"# Opcodes that address page zero\n",
"_ZP_MODE_OPCODES = {\n",
" \"LD\",\n",
" \"LDW\",\n",
" \"STW\",\n",
" \"ST\",\n",
" \"INC\",\n",
" \"ADDW\",\n",
" \"SUBW\",\n",
" \"CALL\",\n",
" \"POKE\",\n",
" \"DOKE\",\n",
" \"ANDW\",\n",
" \"ORW\",\n",
" \"XORW\",\n",
" \"CMPHS\",\n",
" \"CMPHU\",\n",
"}\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "dd1c3202",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr>\n",
" <th></th>\n",
" <th colspan=\"4\" halign=\"left\">execution_time</th>\n",
" <th colspan=\"4\" halign=\"left\">total_time</th>\n",
" </tr>\n",
" <tr>\n",
" <th></th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" </tr>\n",
" <tr>\n",
" <th>instruction</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0202 5900 LDI $00</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>695</td>\n",
" <td>25.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0204 2b30 STW sign</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>698</td>\n",
" <td>25.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0206 b832 SUBW A</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>711</td>\n",
" <td>146.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0208 35560f BLE $0211</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>703</td>\n",
" <td>290.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADZSURBVHic7dyxDYJQFIbR+4yDOIq9rVM4gSM4hGvYO4AL2LnJs7C0kPiDSHJOQwPkFV8uyQvQeu/FZ621c1Xtq6pV1a2qDr33+7yrml8TEInV3Atg2QREZD3ivZbzLNxuX8frdc5V/Jv2zUUmEJExJ9CbzfEy6LzHaTflMpiQCUREQEQERERARAREREBEBERk0n0gfmfonlvVuPtuJhARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEfmLF8p8gLhcfu9CxCOMiICICIjIE4PIG0VRkXFnAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020b 2b32 STW A</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>693</td>\n",
" <td>66.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020d 5901 LDI $01</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>678</td>\n",
" <td>167.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADaSURBVHic7dy7DcJAFEXBt4hCKIWclCqogBIogjbIKYAGyOhkCQgJQFx/QMwkTrC9wdGzLK1pvffitdbasaq2VdWq6lJVu977dd5Vza8JiMRi7gXw2wREZDngtaZ7Fq7Xj+P5PNkt/0D75CQTiMiQE+jJan9663e3w2bMZTAiE4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiIy6oYzpvLt5r2rYDXwmEBEBEREQEQERERCRr3gL8/nP7zKBiAiIiL93IWICEREQEQERuQOMeRtFgxN8fAAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020f 2b30 STW sign</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>693</td>\n",
" <td>27.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0211 5900 LDI $00</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>697</td>\n",
" <td>33.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0213 b834 SUBW B</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>700</td>\n",
" <td>136.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0215 35561e BLE $0220</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>713</td>\n",
" <td>117.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0218 2b34 STW B</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>693</td>\n",
" <td>79.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021a 2130 LDW sign</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>693</td>\n",
" <td>167.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADaSURBVHic7dy7DcJAFEXBt4hCKIWclCqogBIogjbIKYAGyOhkCQgJQFx/QMwkTrC9wdGzLK1pvffitdbasaq2VdWq6lJVu977dd5Vza8JiMRi7gXw2wREZDngtaZ5Fq7Xj+P5PMnt/kj75CQTiMiQE+jJan9663e3w2bMZTAiE4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIyKg7EpnOu7s/q4bdAWoCEREQEQERERARARH5ircw34/9LhOIiL93IWICEREQEQERuQMEshtFK9aQKwAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021c 8c01 XORI $01</th>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>14.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>14</td>\n",
" <td>682</td>\n",
" <td>60.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021e 2b30 STW sign</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>703</td>\n",
" <td>24.8</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADmSURBVHic7dy9TQMxAIbhz4hBGCU9LUVmYAJGYAjWoE9JwQI0EQswgykQVQSJ+O50Qnqe5pr7saxXduUbc85w3hjjKcldkpHkNcn9nPNt21FtbwiIxtXWA+B/ExCV6wXfdboX7nZf18Nhwc+wkvGXh6xAVJZcgU68HD+SJPuH51/ve3+8XXMYrMgKREVAVARERUBUBERFQFQEREVAVARERUBUBERFQFQEREVAVARERUBUBERFQFQEREVAVARERUBUBERFQFRWPVh4qZszBw+/OYD4s0vnMFl2Hv3ehYotjIqAqAiIyicpnR4OTzOaLwAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0220 1a32 LD A</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>694</td>\n",
" <td>131.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0222 5e24 ST sysArgs+0</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>703</td>\n",
" <td>252.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADZSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0DMACdGxiCkoKIl5CgnROkyaJXFx9F1bSeu/FZ621c1Xtq6pV1a2qDr33+7yrml8TEInV3AvgvwmIyHrEdy13L9xuX9frdc5VLF375iETiMiYE+jN5ngZdN/jtJtyGUzIBCIiICICIiIgIgIiIiAiAiIiICICIiIgIpMeZfA7Q4+NqsY9OjKBiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiCziNN4HiP/L712I2MKICIiIgIg8AUwWG0WrYroaAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0224 1a34 LD B</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>695</td>\n",
" <td>27.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0226 5e25 ST sysArgs+1</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>693</td>\n",
" <td>54.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0228 b4d2 SYS 120</th>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>101.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADTSURBVHic7dyxDYJQFIbR+4yDOIq9rVM4gSM4hGvYM4AL2LnJs7C00PiDSHJOQwPkFl8uxUtovffivdbauar2VdWq6lpVh977bd6p5tcERGI19wAsm4CIrEd81/99C7fb53UY5pxiKdo3D9lARMbcQC82x8tH991PuynHYEI2EBEBEREQEQERERARAREREBEBEREQEQERERARARGZ9DCV3/n04Lpq3MNrG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICI+L0LERuIiICICIjIA7rOGEOqfyfqAAAAAElFTkSuQmCC\"/></td>\n",
" <td>92</td>\n",
" <td>1087</td>\n",
" <td>660.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022a 2b29 STW sysArgs+5</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>684</td>\n",
" <td>42.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022c 1a35 LD $35</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>694</td>\n",
" <td>206.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADbSURBVHic7dyxjcJAFEXRP4hCKIWclCqogBIogjY2pwAa2Gw7GQJCAiyevYOlcxIntjXB1bclj9x678V7rbVrVR2rqlXVvapOvfffsasarwmIxGb0Alg3ARHZznivsc/C/f55vN1GrmLN2icXmUBE5pxAL3bnn0nn/V0OSy6DBZlARAREREBEBEREQEQERERARAREREBEBEREQEQERERARBb9Gs//mbrzoWre3Q8mEBEBEREQEQER+YqXaFtf18sEIiIgIgIiIiAiAiIiICJ+70LEBCIiICICIvIA28gbRVaj/VQAAAAASUVORK5CYII=\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022e 5e25 ST sysArgs+1</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>682</td>\n",
" <td>345.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0DMACdGxiCkoKIl5CBJzTpEmir+jKrpzWey9ea60dq2pbVa2qLlW1671f551qfk1AJBZzD8B3ExCR5Yjv+s29cL1+XM/nOaf4hPbOQ1YgImOuQE9W+9Og+26HzZRj/IWh37pq3O9tBSIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAikx4sHMoBxO/l9y5EbGFEBEREQETu47cbQyjhrj0AAAAASUVORK5CYII=\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0230 b4d2 SYS 120</th>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>99.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADTSURBVHic7dyxDcJAEEXBPUQhlEJOShVUQAkUQRvkFEADZHRyBIQEIL7NCTSTOLGtDZ7Wycmt91681lo7VtW2qlpVXapq13u/jp1qvCYgEovRA/DbBERkOeG7xn0L1+vH9XweNsIfaJ88ZAMRmXIDPVntT2/ddzts5hyDGdlARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEZj0PxPe8e/aqatrzVzYQEQERERARAREREBEBEREQEQERERARv3chYgMRERARARG5A5McGEOFiAcyAAAAAElFTkSuQmCC\"/></td>\n",
" <td>92</td>\n",
" <td>1045</td>\n",
" <td>357.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0232 2b36 STW C</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>118</td>\n",
" <td>24.5</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADsSURBVHic7dyxTcNAGIbh/yIGYZT0aSkyAxMwQoZgABag9wBZgCZiAWY4CqoEoUT5zjohPU9j2ZLPV7w6uzm33ntxXWvttaqeqqpV1bGqnnvvH3NnNV8TEInN7AnwvwmIyMPAsa6/C7fbn+OyDHwsg7R7brICERm5Av3y+PJ+dv52+qqqqv3F9c/Dbs1psCIrEBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERCRVfeFkbvcW/eXWXvrBDTJrWGsMd7I2PzehYhvICICIiIgIt8nvyCKOy5HWgAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0234 1a33 LD $33</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>694</td>\n",
" <td>502.5</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADRSURBVHic7dy7DcIwFIbRa8QgjEJPyxRMwAgMwRr0DMACdGxiCkTN4zeykM5p0sSJi083jZXWey9ea60dq2pbVa2qLlW1671f5+5qviYgEovZG+C/CYjIcuCzfAs/tV4/rufzzF08tW8WmUBERk4gJlrtT2/feztshr3XBCIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiLy0zPRn5zTfcfIs7yMYQIRERARAREREBEBEfF7FyImEBEBEREQkTu/aRhDysVoLgAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0236 5e24 ST sysArgs+0</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>682</td>\n",
" <td>72.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0238 b4dd SYS 98</th>\n",
" <td>92</td>\n",
" <td>92</td>\n",
" <td>92.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>92</td>\n",
" <td>819</td>\n",
" <td>128.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023a 5e2b ST sysArgs+7</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>689</td>\n",
" <td>484.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADXSURBVHic7dy9DcIwFEbRZ8QgjEJPyxRMwAgMwRr0DMACdGxiCjoaIr6AQTqnSZMfF1e2FDlpvffitdbasaq2VdWq6lJVu977deyoxmsCIrEYPQD+m4CILGe8l7VwqvX6cTyfR47iWXvnIjMQkTlnIAZa7U+Tz70dNrM91wxEREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEPrqdY+oWgzm3F/BdZiAiAiIiICICIiIgIgIiIiAiAiIiICI/8WGhN9b/y+9diFjCiAiIiICI3AEMahtFNs50WgAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023c 212a LDW sysArgs+6</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>696</td>\n",
" <td>96.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023e 9936 ADDW C</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>700</td>\n",
" <td>31.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dy7TQNBGIXRO8iFUIpzUgJqcAWUQBG0Qe6QgAZIkBtwDUNAgmQJS9xdVkjnJJvsY4JPM9G/Y84ZrhtjPCe5TzKSvCU5zDnft13V9oaAaNxsvQD+NwFR2S34rsuzcL//uh6PC36GlYzfPGQHorLkDnTh9eOcJHl4fPnxvtPT3ZrLYEV2ICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqKy6mAhf+f2yvDmd0sOcvq9CxVHGBUBUREQlU8utRsOMks3LQAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0240 2b36 STW C</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0242 1a34 LD B</th>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>115</td>\n",
" <td>22.6</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dy7TQNBGIXRO8iFUIpzUgJqcAWUQBG0Qe6QgAZIkBtwDUNAgmQJS9xdVkjnJJvsY4JPM9G/Y84ZrhtjPCe5TzKSvCU5zDnft13V9oaAaNxsvQD+NwFR2S34rsuzcL//uh6PC36GlYzfPGQHorLkDnTh9eOcJHl4fPnxvtPT3ZrLYEV2ICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqIiICoCoiIgKgKiIiAqAqKy6mAhf+f2yvDmd0sOcvq9CxVHGBUBUREQlU8utRsOMks3LQAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0244 5e25 ST sysArgs+1</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>691</td>\n",
" <td>19.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0246 b4d2 SYS 120</th>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>100.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADTSURBVHic7dyxDYJQFIbR+4yDOIq9rVM4gSM4hGvYM4AL2LnJs7C00PiDSHJOQwPkFl8uBYTWey/ea62dq2pfVa2qrlV16L3f5p1qfk1AJFZzD8CyCYjIesR7/dezcLt9HodhzimWpH1zkQ1EZMwN9GJzvHx03v20m3IMJmQDEREQEQERERARAREREBEBEREQEQERERARAREREBEBEZn0bTy/8+mXD1Xjfv1gAxEREBEBEREQEQERERARAREREBEBEREQEQER8XsXIjYQEQERERCRB/rjGEPY3cIKAAAAAElFTkSuQmCC\"/></td>\n",
" <td>92</td>\n",
" <td>997</td>\n",
" <td>655.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0248 9936 ADDW C</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>692</td>\n",
" <td>34.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024a 2b36 STW C</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>684</td>\n",
" <td>194.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADZSURBVHic7dyxrcJAEEXRWUQhlEJOShVUQAkUQRvkFPAbIKOTJSAkAPFsFr7OSZwYa4OrMcHIrfdePNdaO1bVtqpaVf1V1a73fhl7qvGagEgsRh+A3yYgIssJnzXuXbhe36/n87Aj/APtnR+ZQESmnEAPVvvTS/ddD5s5j8GMTCAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIy6zoHn/Pq6kzVtOszJhARAREREJGv+A9k9fV3mUBEBEREQEQERERARARExOddiJhARAREREBEbhvsG0UBcGcBAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024c 2130 LDW sign</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>680</td>\n",
" <td>370.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADTSURBVHic7dw7EQIxFIbRGwYhSKGnRQUKkIAIbNAjAAN0OAkFAtjhXwgM5zTb7CPFNzdVtvXei+daa8eq2lZVq6pLVe1679exqxqvCYjEYvQC+G0CIrKc8V3/sReu14/r+TxyFe/QXnnIBCIy5wRioNX+NPne22Ez23dNICICIvLWLWzqWJ1zpPJZJhARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREJGvOFjo9Mbv8nsXIrYwIgIiIiAid/NBG0WDo1CvAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024e 353f55 BEQ $0257</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0251 5900 LDI $00</th>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>685</td>\n",
" <td>18.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0253 b836 SUBW C</th>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>28</td>\n",
" <td>709</td>\n",
" <td>42.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0255 9057 BRA $0259</th>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>14.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>14</td>\n",
" <td>674</td>\n",
" <td>23.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0257 2136 LDW C</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>689</td>\n",
" <td>21.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dy/TcNAGMbh71AGYRT3tBTMkAkyAkNkDXqXKbIADcoCmeFSIApEYcR7joX0PI0b/7nip7vqc+u9F8taa8eqeq6qVlXnqtr33t+3XdX2moBIPGy9AP43ARHZDXzX97Nwmj6v8zzwE6yo/eUhOxCRkTvQD6ePa70c3hbvu7w+rbkMVmQHIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICKrDhZyP4+/GOD8MnKQ0+9diDjCiAiIiICI3AA8yRsOs+ejIAAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0259 ff RET</th>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADNSURBVHic7dyhDQJBEIbRWUJheCyCGqiAEiiCNvAnETSAITRADYugABL+gwPynllzdxnxZdZd670Xz7XW9lW1qqpWVaeq2vTez9NONb0mIBKzqQfgtwmIyHzEb/3vXbhYPM5hmHKKd2uvvGQDERlzA/214+VW6+3h6XPX3fID03wPG4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiI37sQsYGICIiIgIjcAcgyGAxralBtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>697</td>\n",
" <td>52.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"decoding = invocation_data.coords['instruction'].to_series().map(lambda a: disassemble(my_symbols, a))\n",
"stats.index = decoding\n",
"pd.set_option('display.max_colwidth', None)\n",
"HTML(stats.to_html(escape=False))"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "87c1e89d",
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr>\n",
" <th></th>\n",
" <th colspan=\"4\" halign=\"left\">timeslice_on_entry</th>\n",
" <th colspan=\"4\" halign=\"left\">stall_in_vcpu</th>\n",
" <th colspan=\"4\" halign=\"left\">in_display_loop</th>\n",
" <th colspan=\"4\" halign=\"left\">execution_time</th>\n",
" <th colspan=\"4\" halign=\"left\">timeslice_on_exit</th>\n",
" </tr>\n",
" <tr>\n",
" <th></th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" <th>min</th>\n",
" <th>max</th>\n",
" <th>mean</th>\n",
" <th>distribution</th>\n",
" </tr>\n",
" <tr>\n",
" <th>instruction</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0202 5900 LDI $00</th>\n",
" <td>2</td>\n",
" <td>122</td>\n",
" <td>77.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>1.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>8.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>68.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0204 2b30 STW sign</th>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>68.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>0.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>4.8</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBMgo9LVMwASNkiKyRnpKCBWhOLMAMTpEGkQKJ704W0fM0V51tnV7Zla/13ovnWmtfVbWrqlZV56ra994vY1c1XhMQidXoBfDeBERkPeNYf8/Czeb3eTzOOA0Laa+8ZAcismhAp+lWp+lWH4fvJadhIDsQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEZnzavPL7i8eXj+3A1fyPz1e7JzzG/u9CxFHGBEBEREQkR8Mlx603D3mywAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>53.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0206 b832 SUBW A</th>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>53.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>5.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>112.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADjSURBVHic7dyxbUIxFIbR64hBGIU+LVMwQUZgCNZIzwBZgI5NTBEpIqIA8Rv5IZ3T8Br8XHy6bgyt917c11o7VNW2qlpV/VTVrvd+mrur+ZqASHzM3gDvTUBEVgPXGn8Wbja/n8fj8KW50Z75kglEZOQEurH++v57Pu8/X/kqJjGBiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiLz0TjTLcH03vWrs/XQTiIiAiCziCPPzn/dlAhFZxAS69m8azdsGD/L3LkQcYUQERERARC70qB10zivxggAAAABJRU5ErkJggg==\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>120</td>\n",
" <td>53.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0208 35560f BLE $0211</th>\n",
" <td>8</td>\n",
" <td>120</td>\n",
" <td>53.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>5.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>256.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>120</td>\n",
" <td>80.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020b 2b32 STW A</th>\n",
" <td>10</td>\n",
" <td>120</td>\n",
" <td>73.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>16</td>\n",
" <td>1.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADcSURBVHic7dy9jcJAFIXRN4hCthTnpFRBBZSwRWwb5BRAA2R0MgRICIkAtNeW+TknsRN7HHwaO3luvffisdbaX1Wtq6pV1aGqNr3347xPNb8mIBKLuR+A9yYgIssR7/X8u3AYLsf9fsTlCbX/XGQHIjLmDnTnZ7u7np9+V1MuxUzsQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEJp0L+2a3M3FVnzsXJ6AXMtUg5pQx+70LEd9ARAREREBEzs91HkXKcrSBAAAAAElFTkSuQmCC\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>45.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADdSURBVHic7dyxrcIwGIXR34hBGIWelimYgBEYgjXoGYAFXvc2MQUCIShA3KAE6ZwmaRI70icnjdN678VrrbV9Va2rqlXVqao2vfe/cWc1viYgErOxJ8BvExCR+YD3ev9duFxejsfjgMMTap9cZAUiMuQK9GSxPdzO/3erbw7FSKxARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQES+ui+Mabjfn1c17B69SQT0+IBXNiNOn9+7EPENRERARARE5AwruxtFZPIDtAAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>65.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020d 5901 LDI $01</th>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>65.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>3.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>148.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>87.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>020f 2b30 STW sign</th>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>87.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>0.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADfSURBVHic7dyxTcNAGIbh/1AGYRT3tJkiEzBChmCN9B6ABejY5FIgISKEkfzZOoKep7Fl+XwuXp2rc+u9F79rrb1U1bGqWlW9VtWp9/429q3GawIi8TD6BbhvAiJy2PBZy9/Cafo4zvOGU7KhtmaQFYjIlivQN4/Pl8/z9z0nYhgrEBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARARHZdWPhf3WzYfL89Gfm/Omer9eXxq/h9y5EfMKICIiIgIhcARNRIHB/LSBRAAAAAElFTkSuQmCC\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>6.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>128</td>\n",
" <td>72.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0211 5900 LDI $00</th>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>79.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>1.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>16.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADwSURBVHic7dy9SQRBAIbhb+Q6sAGxCsPLTa3CCizBIizABsyvgGvARGzAGtZAhAMRf745VuF5ko12ZxheZjeZHcuyhK+NMe6SXCUZSfZJrpdleVx3VusbAqJxsvYE+N8ERGUz8Vmfvwu327frbjdxOCYbv7nJDkRl5g70wdnNQ5Lk/uklF+enxxyKldiBqAiIioCoCIiKgKgIiIqAqAiIioCoCIiKgKgIiIqAqAiIioCoCIiKgKgIiIqAqAiIioCoCIiKgKgc9VzYd72fH0uS59vLFWfCT/2JgA6Jab7DNU3mrqvfu1DxDURFQFQEROUVeHcfcjQvUIAAAAAASUVORK5CYII=\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>132</td>\n",
" <td>73.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0213 b834 SUBW B</th>\n",
" <td>14</td>\n",
" <td>132</td>\n",
" <td>73.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>3.5</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADhSURBVHic7dy9bcMwFIXRR8ODZBT3bjOFJ8gIGSJruPcAXiBdNmEKA0aAFFF8KRAyzmmkQj8sPjxVVOu9F39rrX1U1WtVtaq6VtWp9/45d1XzNQGR2M1eANsmICL7gc8a8y08HG7Hy2XI41isPXKTCURk5AT65eXtfD//ej+u+SomMYGICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMiq23qe1Vrblba4DcoEImICbdB/J9XP65fes5TfuxDxCSMiICICIvIN8z4hRfa982QAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>105.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>2</td>\n",
" <td>120</td>\n",
" <td>69.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0215 35561e BLE $0220</th>\n",
" <td>2</td>\n",
" <td>120</td>\n",
" <td>69.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAEiSURBVHic7dy9DcIwGIThM2IQRqGnpWAGJsgIDMEa9JQULECDWIAZTIGQEiR+xNnYSd6nQUgEPsWnS0gEIcYofBZC2EpaSgqSjpLWMcZT2anKCwQIjknpAdBvBAiWacL3GuexcD6/P+73JadIIfyyEQ0ES8oGQsus2XWeXzaLQpPkRQPBQoBgIUCwECBYCBAsBAgWAgQLAYKFAMHClegRyHlVnAaChQDBUt0hrF23Q70BOSQ0ECzVNdA/0HLpjDJArk4Ay41RBQ5hsBAgWAgQLAQIFk6iC+v7N0IaCJbeN1DKG4V9+SnO85wPJeatIkCvdkiq1+d0OF8lSatm9/UC1jS/K2uA3B2VcvtXi/vuM4a00Lnw9y6wcBINCwGChQDBcgOaBD5kE82fMQAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>2.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>86.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>120</td>\n",
" <td>61.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0218 2b34 STW B</th>\n",
" <td>0</td>\n",
" <td>120</td>\n",
" <td>69.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>3.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>56.6</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADcSURBVHic7dy9CcJQGIbR74qDOIq9rVM4gSM4hGvYO4AL2LnJtRBEsPDnTYjCOU3SJLlcHr5USeu9F6+11vZVta6qVlWnqtr03s/Trmp6TUAkZlMvgP8mICLzAe/1+btwubwdj8cBl8GX2jcXmUBEhpxATxbbw/38sluN+SgmYgIRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREJFRP+t5l89/xvW4v1XD7rEJROQnJtAj0+i/+L0LEa8wIgIiIiAiV4VJHkU4QyiLAAAAAElFTkSuQmCC\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>67.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021a 2130 LDW sign</th>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>67.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>5.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>142.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>79.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021c 8c01 XORI $01</th>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>79.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAEWSURBVHic7dy/EYIwFMfx9zwHcRR6W6dwAkdwCAdwAXtLChew4VyAGWJhw1n4h9/DBPP9NFTkAvnlJRwHnlIyvOfuBzPbmJmb2cXMtimla95e5ecECIpF7g5g3ggQJMvAtlgLm+ZxPJ9z9mIsH3MSFQgSAhSo7Xpru95Wu1PurvwMAYIkcg+EQj1XxNt+HdY2FQgSAgRJNUvYsIxHlvDaUYEgIUCQECBICBAkBAgSAgQJAYKEAEFCgCAhQJAQIEiqeRc2d6W+y6MCQTJpBfp01pQ6u6byT9dLBYKEAEFCgCDJ8hRW02cvU8u9n+Ix/oXIwYmcNCVNwKIDNOZGfTvQ6mAMzz8GtjsX/N4FEjbRkBAgSAgQJHe4Wjw26ZrzKAAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>2.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADhSURBVHic7dyxTcQwGIbh3+gGYZT0tEzBBIzAEKxx/Q1wC1zHJqY4CSFRgPI5clCep0maJLb0xkmTtN578bvW2ntVPVdVq6prVb303m9zRzVfExCJh9kD4H8TEJHTwHOtexYuy317uQwbCKu0NQdZgYiMXIF+eHw9f+1/vD1teSkmsQIRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEdn0u7A9OfI3at/nXjV2/ocJaK/+GvZebwC/dyHiHYiIgIgIiMgntAghRXsd8wAAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>44.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADcSURBVHic7dyxDYJAGIbh/4yDOIq9rVM4gSM4hGvYO4AL2LnJWZgYEwuNHwRJnqeBBo7ivYPmaL334rPW2rGqtlXVqupSVbve+3Xap5peExCJxdQPwLwJiMhywHt9/y5crx/H83nA4Qm1Xy6yAhEZcgV6s9qfnue3w2bMoZiIFYiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiIy6redbtv/M118ExLheJ2jVsJP07wKyGs2L37sQ8RFNREBEBETkDuzsHkfz4karAAAAAElFTkSuQmCC\"/></td>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>14.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>134</td>\n",
" <td>82.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>021e 2b30 STW sign</th>\n",
" <td>16</td>\n",
" <td>134</td>\n",
" <td>82.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>0.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>4.6</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBMgo9LVMwASNkiKyRnpKCBWhOLMAMTpEGkQKJ704W0fM0V51tnV7Zla/13ovnWmtfVbWrqlZV56ra994vY1c1XhMQidXoBfDeBERkPeNYf8/Czeb3eTzOOA0Laa+8ZAcismhAp+lWp+lWH4fvJadhIDsQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEZnzavPL7i8eXj+3A1fyPz1e7JzzG/u9CxFHGBEBEREQkR8Mlx603D3mywAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>128</td>\n",
" <td>64.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0220 1a32 LD A</th>\n",
" <td>0</td>\n",
" <td>128</td>\n",
" <td>58.6</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAEpSURBVHic7dy7DcIwFIXha8QgjEFJT8sUTMAIDMEALECfAViABrEAM5giEkKRgMTH+IH/rwEhYV2i4+vYkXDee8N3zrmDmW3MzJnZ2cy23vtL3qrycwQIilnuAlA3AgTJPOJY/7MWrlb9a9flrCI1F/IlOhAkMTtQNRa70/P9bb/OWEn96ECQECBICBAkBAgSAgQJAYKkyW18SWo/UqADQUKAICFAkBAgSAgQJAQIkma28a/bZcRDB4KEAEFS3BL2bqmp8ZS2BXQgSAgQJAQIkuLugUoy5kl56/dsBKhQw2COCXCO0CYLUO4f2ppU1/unAUpx+jt2pk4Z63i99x8sg4cKquvT9Sp1AlazhIWEMWaAS3oUMrWWmJNsiL93gYRtPCQECBICBMkDhsVGZCmkilUAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>3.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>106.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>6</td>\n",
" <td>126</td>\n",
" <td>62.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0222 5e24 ST sysArgs+0</th>\n",
" <td>6</td>\n",
" <td>126</td>\n",
" <td>62.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>9.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAD0SURBVHic7dyxbQIxGIbh3yiDMAo9LVNkgozAEFmDngFYgI5NnCJSFCkKCXx38oGep4EC8BWvbAv5rvXei7+11t6raldVrapOVfXaez+PvarxmoBIrEZfAI9NQEReJvyt5a6Fm83n6/E48iqWrt3zJTMQkSlnoB/Wb4ev95f9ds6hGMQMRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREZNbzQCzD93NZVdOezTIDEREQEQERERARm+gnMuImBjMQEQERERCRh9wDXVvr/7MP+O0zc/7hduv418Ze0g2bHu9CxBJGREBEBETkA0sZMEfN4jaBAAAAAElFTkSuQmCC\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>227.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbcJAGIbh/xCDMAo9baZgAkZgCNZIzwBZgC6bHAUCoaRAymd0F+l5GruxfcWrc/HLbr334rXW2qmqPqqqVdVXVe1775exqxqvCYjEavQC+N8ERGS94L3mfRdut7fj+TxyFbNrf7nIDkRkyR3ol83h83H+fdy981EMYgciIiAiAiIiICICIiIgIgIiIiAiAiIiICJvHWUwh+eRUtWyYyU7EBEBEREQEQERERARAREREBEBEREQEQERERARAREREJEppvE/p8V3Pkacn9+7EPEKIyIgIgIicgVybhtFY1ueLgAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>91.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0224 1a34 LD B</th>\n",
" <td>12</td>\n",
" <td>132</td>\n",
" <td>91.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>1.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dy7CQJBFIbRO2IhlmJuahVWYAkWYRvmFmADZnYyBoIIIj7+XRbhnGQ3mX3Ax2x0t/Xei/daa/uqWldVq6pTVW167+dpn2p6TUAkZlM/AP9NQETmA17r/bdwubwdj8cBb8tA2i+L7EBEhtyBniy2h/v5Zbca81ZMxA5EREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERAREYdLPw3j4OQVeMNQ74auPx0EPPb9WO+l9+7EPEJIyIgIgIicgUr/CdDtdzPWAAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>4.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>126</td>\n",
" <td>75.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0226 5e25 ST sysArgs+1</th>\n",
" <td>10</td>\n",
" <td>126</td>\n",
" <td>75.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>1.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>37.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADeSURBVHic7dyxbcMwFEXRz8CDeBT3aT2FJ/AIHiJrpNcAXiBdNqGLAIEBFzHyKNACzmmkRqJAXFBqqNZ7L/7WWvuoqmNVtaq6VtWp9/4196nmawIi8Tb7Adg2ARHZDbzXc+/Cw+HnuCwDh2aA9p+LrEBERq5AD/bnz9/z78v7mkMxiRWIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMiq+8KeZf/Yuu7nt2rsHL9EQPfEtC1+70LENxARAREREJEbEgQeRRPGlnwAAAAASUVORK5CYII=\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>132</td>\n",
" <td>71.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAETSURBVHic7dyxDYJAFIfx94yDOAq9rVM4gSM4hGvYU1K4gA1xAWY4CxMNJh6E/8EhfL9GC5XDfD7jGfUQgqGbu1/M7GBmbmY3MzuGEO55V5WfExAUm9wLwH8jIEi2CR9ree+FRfG6LMucq5iKD7kTEwiSlBMIEbvT9X39cd5nXElaTCBICAgSAoKEgCAhIEgICBICgoSAICEgSAgIEgKChIAgGfXL1KV+gYgPJlBEVTdW1U3rhYA2AoKEgCAhIEgICBICgoSAICEgSPhVxgp872Ol3NTNEtCQE/q1mdf3yZjTrnjKteQ+LybQSNayez1ZQLEnVJ0ufY/TdfvY8aYOIjal5xQnf+8CCZ/CICEgSAgIkicd00A/7j0RfQAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0228 b4d2 SYS 120</th>\n",
" <td>16</td>\n",
" <td>132</td>\n",
" <td>71.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>218</td>\n",
" <td>66.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>749</td>\n",
" <td>493.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>101.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADUSURBVHic7dyxCcJAGIbh/8RBHMXe1imcwBEcwjXsHcAF7NzkLAQRLAS/hFN4niZpLrni5U9xkNZ7Lz5rrR2raltVraouVbXrvV/H7mq8JiASi9Eb4L8JiMhywmf93rdwvX5cz+eRu/gX7ZtFJhCRKSfQm9X+9Ly/HTZzvopBTCAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuthKr/h9VC7atqDbROIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiPi9CxETiIiAiAiIyB3F9hhDEA95uAAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>42.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022a 2b29 STW sysArgs+5</th>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>42.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>1.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADbSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0DMACdGxiCiSERIHgBRmkc5qkSeLiyknz03rvxWuttX1VrauqVdWpqja99/PYVY3XBERiNnoB/DcBEZlPeK/334XL5e14PE64DD7UPrnIDkRkyh3oyWJ7uJ9fdqtvPopB7EBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARL46F8ZveJzPq5p2Rk9AA6QDl780sOn3LkR8AxEREBEBEbkC+jIeRaNDY4YAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>20.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>34.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAD7SURBVHic7dyxDcIwFEXRZ8QgGSU9LVMwQUZgCNZIn5KCBWgQCzCDKWgQCIF4dmwr9zSpIJa4fBwFCDFG4bsQwkHSVlKQdJK0izGey66qvEBAcKxKLwBtIyBY1gmfa57Pwr5/HKdpltMtSPjnQUwgWJoM6Hi5qRtGdcNYeimL12RAqAcBwUJAsBAQLAQECwHBQkCwEBAsBAQLAcFCQLAQECwpv87x5vlm53W/yXkqFMIEgoWAYCEgWAgIFgKCJetV2K+4WmsXEwgWAoKFgGApsgfi5zjplN4/VrGJRl6vb9iUoRGQ6dMEyPmi1TTB+XsXWNhEw0JAsBAQLHfMFCwQRb8ePAAAAABJRU5ErkJggg==\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022c 1a35 LD $35</th>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>34.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>5.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>178.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>126</td>\n",
" <td>64.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>022e 5e25 ST sysArgs+1</th>\n",
" <td>14</td>\n",
" <td>126</td>\n",
" <td>64.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>7.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADPSURBVHic7dyxCcJAGIbh/8RBHCW9rVM4gSM4hGvYO4AL2LnJWQgiCAp+CUF5niZpLjm4lz9dWu+9+Ky1dqiqTVW1qjpX1bb3fpl3V/NrAiKxmHsD/DYBEVmO+Kz//RYOw/16Os25i6m1bxaZQETGnEAvVrvj4/66X0/5Kt54Poeqcc/CBCIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiLi9y5ETCAiAiIiICI31W0YQSbBGTYAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>322.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADWSURBVHic7dyxCcJAGIbh/8RBHMXe1imcwBEcwjXsHcAF7NzkLAQRBAW/aIg8T5M0SQ7u5a66tN578V5rbV9V66pqVXWqqk3v/TzuqMbXBERiNvYAmDYBEZkP+K7/3AuXy9v1eBxzFL/QPnnICkRkyBXoyWJ7uN9fdqtvfooXHuehati5sAIRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQka8eLPyEw4jT4vcuRGxhRAREREBErvpzG0MjY2w5AAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>40</td>\n",
" <td>132</td>\n",
" <td>115.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0230 b4d2 SYS 120</th>\n",
" <td>40</td>\n",
" <td>132</td>\n",
" <td>115.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>208</td>\n",
" <td>51.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>749</td>\n",
" <td>207.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>99.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADUSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0DMACdGxiCiSERIHECzKgc5qkceLi6qex0nrvxWuttX1VrauqVdWpqja99/PYXY3XBERiNnoD/DYBEZlP+Kxx38Ll8nY9Hodt4Q+0dxaZQESmnEBPFtvD/f6yW33yVQxiAhEREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEfnoeSC+w+O5rKppz2aZQEQERERARAREREBEBEREQEQERERARPzehYgJRERARARE5AqeRBhDLcUn2QAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>37.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0232 2b36 STW C</th>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>37.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>0.7</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADaSURBVHic7dyxbcJAGIbh/xCDZBR62kzBBBmBIViD3gNkATo2uRRIKBIFUr6zDqLnaezGPhevzm5+t9578Vxr7VRVn1XVquq7qg6998vcp5qvCYjEZvYD8N4ERGQ78F7P34W73e24LAOXZZD2l4vsQERG7kAPPr7O9/Prcb/mUkxiByIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIisupcGK/h93xe1dgZPQFN8J8GLv3ehYhvICICIiIgIj9/8htFWHz0+gAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>88</td>\n",
" <td>3.8</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBMgo9LVMwASNkiKxBzwBZgI5NTIGESCIlJJ+Rg/Q8zV1ztotXvmt8rfde/Ky19lZVm6pqVfVeVdve+3HuquZrAiKxmL0AnpuAiCwHjvX9u3C1ulwPh4FTMlD7y0N2ICIjd6AvXnb76/3pkRMxjR2IiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMhDz4XxOx/O0b2uJ67kfgL6p25jqsqCGjnWZ37vQsQ3EBEBEREQkTPAnB1ylFRO3wAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>114</td>\n",
" <td>24.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0234 1a33 LD $33</th>\n",
" <td>8</td>\n",
" <td>114</td>\n",
" <td>24.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>14.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>465.7</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADcSURBVHic7dyxjcIwGIbh34hBGCU9LVMwASMwxK1BzwC3AB2bmAIhQcMBX04J0vM0UaQkcvHKTuGk9d6Lv7XWfqpqU1Wtqn6ratt7P007quk1AZFYTD0AvpuAiCxHfJa18F3DcD0ej1OO4qZ9cpMZiMiYMxAztdodHs7P+/VozzYDEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEfnXPdH3e3Gf7cN99TrmxwxEREBEBEREQERm92GhF+rv4vcuRCxhRAREREBELicYHkXrmXqtAAAAAElFTkSuQmCC\"/></td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>126</td>\n",
" <td>111.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0236 5e24 ST sysArgs+0</th>\n",
" <td>14</td>\n",
" <td>126</td>\n",
" <td>111.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>1.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADUSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0GYAF6NjEFEgIiQLBSxSQzmmSxomLq5/Kab334r3W2rGqtlXVqupcVbve+2XeXc2vCYjEYu4N8N8ERGQ54rM+/xau1/frMIy4Db7UvllkAhEZcwK9WO1Pj/vrYTPlq5iJCUREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARCY91sNveD5eVTXuESsTiIiAiPi9CxETiIiAiAiIyA229RhDur6K5QAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>55.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADZSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0GYAF6NjEFEgIiQLBC0qQzmmSJomLq+/Kab334r3W2rGqtlXVqupcVbve+2XaVU2vCYjEYuoF8N8ERGQ54rs+3wvX6/t1GEZcBl9q3zxkAhEZcwK9WO1Pj/vrYfPLTzERE4iIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiPz0WA/z8Hy8qmrcI1YmEJHZTSCHEf+L37sQsYURERARARG5AdP7G0X16qwTAAAAAElFTkSuQmCC\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>46</td>\n",
" <td>132</td>\n",
" <td>107.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0238 b4dd SYS 98</th>\n",
" <td>46</td>\n",
" <td>132</td>\n",
" <td>107.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>96</td>\n",
" <td>19.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>17.5</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>92</td>\n",
" <td>92</td>\n",
" <td>92.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>12</td>\n",
" <td>56</td>\n",
" <td>24.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023a 5e2b ST sysArgs+7</th>\n",
" <td>12</td>\n",
" <td>56</td>\n",
" <td>24.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>18</td>\n",
" <td>12.6</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADdSURBVHic7dyxbQIxGIbh3xGDMAp9WqbIBBkhQ7AGPQOwAB2bOAVNLg2Iz2CQnqc5XXGWi1e2dPJd670X17XWdlW1rapWVceq+uq9n+bOar4mIBIfsyfAexMQkdXAseyFt9psLtfDYeYs/mv3PGQFIjJyBeJFrb/3i/vzz+ewsa1ARAREREBEBEREQEQERERARAREREBEBEREQEQERERARARE5KHHOf4eIxh5hIDXYQUiIiAiAiIiICICIiIgIgIiIiAiAiLiw8InWbyVnzeN4fzehYgtjIiAiAiIyC+FLxpyCODysQAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>455.3</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADYSURBVHic7dyxCcJAGIbh/8RBHCW9rVM4gSM4hGvYO4AL2LnJWdgoCIpfJBGepwkpclzxcgfhktZ7L95rrR2qalNVrarOVbXtvV+mndX0moBILKaeAP9NQESWI45lL/zEMNyvp9OUs3ilffOQFYjImCsQM7XaHZ/ur/v1aGNbgYgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMhPj3M8HiMY8wgB82EFIiIgIgIiIiAiAiIiICICIiIgIgIiMrsPC729/i9+70LEFkZEQEQEROQGKyYbRWGycpUAAAAASUVORK5CYII=\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>22</td>\n",
" <td>132</td>\n",
" <td>99.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023c 212a LDW sysArgs+6</th>\n",
" <td>22</td>\n",
" <td>132</td>\n",
" <td>99.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>7.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbcJAGIbh/yIGYRT3aZkiE2QEhsga6T0AC9CxyaVAipAokPhsHUbP09iN7Ste/W7Obr334rHW2k9VHaqqVdWpqr567+exqxqvCYjEx+gFsG0CIrJb8F5j34XTdD3O88hVbFl75iITiMiSE+jO/vv3//xy/FzzUQxiAhEREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARARFZdU80r+F2b3rVsvvTTSAiJtAbGfEVjIA26JU+l/IKIyIgIn7vQsQEIiIgIgIi8gd30h5HScC3mQAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>69.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>128</td>\n",
" <td>112.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>023e 9936 ADDW C</th>\n",
" <td>20</td>\n",
" <td>128</td>\n",
" <td>112.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>20</td>\n",
" <td>0.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAEDgQJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9n4XL5fN7PA44DSNp3/xkByIyakCn671O13sttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U68XO22412NiedyHiCCMiICICIvIA4gwbtIqVUd8AAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>2.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAEDgQJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9n4XL5fN7PA44DSNp3/xkByIyakCn671O13sttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U68XO22412NiedyHiCCMiICICIvIA4gwbtIqVUd8AAAAASUVORK5CYII=\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>34</td>\n",
" <td>120</td>\n",
" <td>85.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0240 2b36 STW C</th>\n",
" <td>34</td>\n",
" <td>120</td>\n",
" <td>85.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>100</td>\n",
" <td>65.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0242 1a34 LD B</th>\n",
" <td>14</td>\n",
" <td>100</td>\n",
" <td>65.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>0.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAEDgQJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9n4XL5fN7PA44DSNp3/xkByIyakCn671O13sttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U68XO22412NiedyHiCCMiICICIvIA4gwbtIqVUd8AAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>79</td>\n",
" <td>0.5</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAEDgQJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9n4XL5fN7PA44DSNp3/xkByIyakCn671O13sttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U68XO22412NiedyHiCCMiICICIvIA4gwbtIqVUd8AAAAASUVORK5CYII=\"/></td>\n",
" <td>22</td>\n",
" <td>22</td>\n",
" <td>22.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>112</td>\n",
" <td>44.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0244 5e25 ST sysArgs+1</th>\n",
" <td>8</td>\n",
" <td>112</td>\n",
" <td>44.0</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>0.1</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh3yiDMAo9babIBBmBIVgjPSUFC6RBWYAZTEGDQBES350sxPM0V935L17Zla/13ovHWmvbqvqsqlZVh6r66r3/jp1qvCYgEovRA/DaBETkY8Jv3Z+Fq9XludtNuAwzac+8ZAciMmtA++Op9sdTLb9/5lyGgexARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERGTKq81v6frS5N9mPXCS/91e7JxyTr93IeIIIyIgIgIicgbYah605bjZcgAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>3.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBMgo9LVMwASNkiKyRnpKCBWhOLMAMTpEGkQKJ704W0fM0V51tnV7Zla/13ovnWmtfVbWrqlZV56ra994vY1c1XhMQidXoBfDeBERkPeNYf8/Czeb3eTzOOA0Laa+8ZAcismhAp+lWp+lWH4fvJadhIDsQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEZnzavPL7i8eXj+3A1fyPz1e7JzzG/u9CxFHGBEBEREQkR8Mlx603D3mywAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>24</td>\n",
" <td>132</td>\n",
" <td>28.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0246 b4d2 SYS 120</th>\n",
" <td>24</td>\n",
" <td>132</td>\n",
" <td>28.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>140</td>\n",
" <td>29.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>749</td>\n",
" <td>525.6</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>92</td>\n",
" <td>120</td>\n",
" <td>100.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyxCcJAGIbh/8RBHMXe1imcwBEcwjXsHcAF7NzkLAQRLAS/hFN4niZpklzx8qfIkdZ7Lz5rrR2raltVraouVbXrvV/Hrmq8JiASi9EL4L8JiMhywnv91rtwvX4cz+eRq/gn7ZuLTCAiU06gN6v96Xl+O2zmfBSDmEBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEZv0az2943RVRNe3OCBOIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIjfuxAxgYgIiIiAiNwBBhoYQ0mj+n4AAAAASUVORK5CYII=\"/></td>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>43.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0248 9936 ADDW C</th>\n",
" <td>10</td>\n",
" <td>56</td>\n",
" <td>43.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>0.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADaSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0DMACdGxiCiSERAHiBRmkc5qkSZziyknz03rvxWuttX1VrauqVdWpqja99/PYpxqvCYjEbPQD8N8ERGQ+4b3efxcul7fj8Tjh8oTaJxfZgYhMuQM9WWwP9/PLbvXNpRjEDkREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARARE5KtzYfyGx/m8qmln9AQ0QDpw+UsDm37vQsQ3EBEBEREQkSsKQR5FhWculQAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>5.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>120</td>\n",
" <td>24.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024a 2b36 STW C</th>\n",
" <td>0</td>\n",
" <td>120</td>\n",
" <td>24.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>14</td>\n",
" <td>1.9</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADfSURBVHic7dyxTcNAGIbh/xCDZBT3tJmCCRiBIbIGvQdgATo2uRSRIiSKRHxnnYOep7Ebn128+u3m3HrvxW2ttVNVHauqVdVnVb323r/mPtV8TUAknmY/AI9NQESeB6415l24LJfjug5Zjru1v1xkAhEZOYF+Obx9XM+/31+2vBWTmEBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQ23ZXBPvzcHVM1doeMCUTEBJrgP+2XE9AD2lOAfu9CxDcQEQERERCRM0B9HkftokiJAAAAAElFTkSuQmCC\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>172.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>58.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024c 2130 LDW sign</th>\n",
" <td>8</td>\n",
" <td>128</td>\n",
" <td>58.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>8</td>\n",
" <td>4.3</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADPSURBVHic7dyxDcJAEEXBPUQhlOKclCqogBIogjbIKYAGyOjkCEggQuLbshEzieXApw2e9jK33nvxWWvtVFW7qmpVda2qfe/9Nu9U82sCIrGaewB+m4CIrEc86z/uwmF4Pi+XOaeYQvvmIxuIyJgbiIXaHM5v7/fjdrSzbSAiAiIy6RX2ujrHXJsshw1EREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQET83oWIDUREQEQEROQB7PcYQ1E47rAAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>346.7</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyxDcIwFEXRb8QgjEJPyxRMwAgMwRr0GYAF6NjEFDRQIfGCkohzmihFLBdX35XTeu/FZ621c1Xtq6pV1bWqDr3327S7ml4TEInV1Btg2QREZD3iWv9xFm63z+cwTLmLX2jffGQCERlzAjFTm+Pl7f1+2o22tglEREBEfnqEvY7OMccm82ECEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERmd3FQjc5lsXvXYg4wogIiIiAiDwACgwbRYxfgXoAAAAASUVORK5CYII=\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>36</td>\n",
" <td>128</td>\n",
" <td>113.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>024e 353f55 BEQ $0257</th>\n",
" <td>36</td>\n",
" <td>128</td>\n",
" <td>113.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>8</td>\n",
" <td>100</td>\n",
" <td>85.1</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0251 5900 LDI $00</th>\n",
" <td>8</td>\n",
" <td>100</td>\n",
" <td>76.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBGIWelimYgBEyRNagp6RgARrEApnBKdJAmkh8dzFIz9NcdbZPemVXvtZ7L/7WWvusqm1Vtao6V9Wu934Zu6rxmoBILEYvgPcmICLLCcd6PAvX65/n8TjhFMyoPfOSHYjIrAGdrl+12h9qtT/MOQ0D2YGICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIyJRXm1/a/eXG28dm4Er+3++LnVN+v9+7EHGEEREQEQER+QZEph1uKxBYogAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>2.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADgSURBVHic7dyxbQIxGIbh34hBGIWelimY4EZgiKxBT5mCBWgQC2QGp6BJ0iDx3ckiep7mqrOt0yu78rXee/Fca+2jqvZV1arqUlWH3vt17KrGawIisRq9AN6bgIisZxzr91m43T6e5/OMU7Cg9spLdiAiiwb0efuqzXSqzXRachoGsgMRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQkTmvNr/s58XD+3E3cCX/09+LnXN+Y793IeIIIyIgIgIi8g1wtR1unPCRpwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>16</td>\n",
" <td>16</td>\n",
" <td>16.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>14</td>\n",
" <td>132</td>\n",
" <td>61.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0253 b836 SUBW C</th>\n",
" <td>14</td>\n",
" <td>132</td>\n",
" <td>61.4</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAAD7SURBVHic7dyxDYJQFIXhc42DMAq9rVM4ASM4hGvQW1q4gI1xAWd4FjbGRsNBrvD+r7HS3Jg/V0EkSinCZxFxkLSVFJLOknallEvuVPmCgOBYZQ+AeSMgWNYjvtb8Pgvb9vl4PGZO8S9iyJPYQLBUH9DpelfT9Wq6PnuUWao+IHgICBYCgoWAYCEgWAgIFgKChYBgISBYCAgWAoKFgGAhIFjGvB6oSq+/4t/2m8RJcrCBYCEgWAgIFgKChYBgSTkKe7/+uMajl6VgA8FCQLAs7kRi7Sf2pjZZQPzvapl+GpAbzTfbpPYwh7xHY25mbu8CC1+iYSEgWAgIlgfshi1d4CuFCgAAAABJRU5ErkJggg==\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>3.2</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADhSURBVHic7dyxbcJAGIbh/xCDZBR62kzBBIyQIViDngFYgI5NLkWkCCmFI76zDqTnaezGZxev7qrfrfdeLGutnarqs6paVV2r6tB7v839qvmagEhsZn8A701ARLYD1xp3Fu52P9fLZdiSLGrPPGQHIjJyB/rj43j+vb9/7dd8FZPYgYgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiKw6lcFreJyOqRo7IWMHIiIgIo6wlYw+Nv4zpDljkNPvXYg4wogIiIiAiHwDHYshRXWXm2wAAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>10.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>28</td>\n",
" <td>28</td>\n",
" <td>28.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>6</td>\n",
" <td>120</td>\n",
" <td>50.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0255 9057 BRA $0259</th>\n",
" <td>6</td>\n",
" <td>120</td>\n",
" <td>50.2</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>1.3</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADhSURBVHic7dyxbcMwFEXRz8CDeBT1aT2FJ/AIGcJrpPcAWSBdNqGLAIGBFDb8KNACzmmkRiIhXFBqqNZ7L+5rrZ2r6lBVraq+qurYe/+eO6v5moBIvM2eANsmICK7gfd67F24LL/Hy2Xg0AzQnrnICkRk5Ar0z/70+Xf+8/G+5lBMYgUiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIrLqvjBew+3+vKqxe/Q2H9CjD2frmxxfdf5+70LENxARAREREJErSgAhRV5gTd8AAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>652</td>\n",
" <td>7.8</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>14</td>\n",
" <td>14</td>\n",
" <td>14.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>22</td>\n",
" <td>134</td>\n",
" <td>43.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0257 2136 LDW C</th>\n",
" <td>8</td>\n",
" <td>100</td>\n",
" <td>85.7</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>8</td>\n",
" <td>0.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAECgwJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9noXL5fN7PA44BSNq3/xkByIyakCn670W20Mttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U+8XO22412NiedyHiCCMiICICIvIARjkabivs/m0AAAAASUVORK5CYII=\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>1.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADVSURBVHic7dyhDQIxGIbhv4RBGAWPZQomYASGYA08EsECGMICzFAECgwJ310Okucxp66teNOqtvXei89aa/uqWldVq6pzVW1675dpVzW9JiASs6kXwH8TEJH5gGO9noXL5fN7PA44BSNq3/xkByIyakCn670W20Mttocxp2FCdiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiMuTVZn7U+8XO22412NiedyHiCCMiICICIvIARjkabivs/m0AAAAASUVORK5CYII=\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>65.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" <tr>\n",
" <th>0259 ff RET</th>\n",
" <td>10</td>\n",
" <td>134</td>\n",
" <td>64.4</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>22</td>\n",
" <td>1.9</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" <td>0</td>\n",
" <td>661</td>\n",
" <td>31.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADeSURBVHic7dyxbcMwFEXRz8CDZBT3aTOFJ/AIGSJruNcAXsCdN2GKAIEBFw78KNACzmmkRqJAXFBqqNZ7Lx5rrX1X1WdVtao6V9Wh936Z+1TzNQGReJv9AGybgIjsBt7r8btwv/89LsvAYRmkPXORFYjIyBXozvvx9Hd+/fpYcygmsQIRERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEREQEQERERARAREREBEBEVl1X9h/2T+2rtv5rRo7xy8R0C0xbYvfuxDxDUREQEQEROQHGgQeRW1fKEcAAAAASUVORK5CYII=\"/></td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>20.0</td>\n",
" <td><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJAAAAAkCAYAAABmHbPbAAAAO3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMGIxLCBodHRwczovL21hdHBsb3RsaWIub3JnLwiMSToAAAAJcEhZcwAACxMAAAsTAQCanBgAAADFSURBVHic7dwxDUIxFIbRW4KQJwURqEDBE4ONtzMyYIAFB2goAwIg/JACOWfp1OYOX9qtrfdePNZa21fVtqpaVZ2qatd7P4+darwmIBKr0QPw2wREZP3Gs/73Ldxs7uvhMHKKT2uvbHIDERHQk46Xa03zUtO8jB7lqwiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiICICIiIgIgIiIiAiAiIiO9diLiBiAiIiICI3AB0BRdsFpwiBwAAAABJRU5ErkJggg==\"/></td>\n",
" <td>10</td>\n",
" <td>128</td>\n",
" <td>56.3</td>\n",
" <td><img src=\"data:image/png;base64,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\"/></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cols = pd.MultiIndex.from_product([_PER_INSTRUCTION_DATA, ['min', 'max', 'mean', 'distribution']])\n",
"detailed = pd.DataFrame(columns=cols)\n",
"for var, metric in cols:\n",
" if metric == 'distribution':\n",
" detailed[var, metric] = show_distribution(var, detailed[var, 'mean'], bins=32)\n",
" continue\n",
" data = getattr(invocation_data[var], metric)('invocation')\n",
" if metric != 'mean':\n",
" data = data.astype('uint')\n",
" detailed[var, metric] = data.to_series()\n",
"detailed.index = decoding\n",
"HTML(detailed.to_html(escape=False))"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "291e662a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>invocations</th>\n",
" </tr>\n",
" <tr>\n",
" <th>instruction</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>514</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>516</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>518</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>520</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>523</th>\n",
" <td>8552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>525</th>\n",
" <td>8552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>527</th>\n",
" <td>8552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>529</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>531</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>533</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>536</th>\n",
" <td>8787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>538</th>\n",
" <td>8787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>540</th>\n",
" <td>8787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>542</th>\n",
" <td>8787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>544</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>546</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>548</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>550</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>552</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>554</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>556</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>558</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>560</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>562</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>564</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>566</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>568</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>570</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>572</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>574</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>576</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>578</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>580</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>582</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>584</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>586</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>588</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>590</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>593</th>\n",
" <td>1391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>595</th>\n",
" <td>1391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>597</th>\n",
" <td>1391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>599</th>\n",
" <td>18609</td>\n",
" </tr>\n",
" <tr>\n",
" <th>601</th>\n",
" <td>20000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" invocations\n",
"instruction \n",
"514 20000\n",
"516 20000\n",
"518 20000\n",
"520 20000\n",
"523 8552\n",
"525 8552\n",
"527 8552\n",
"529 20000\n",
"531 20000\n",
"533 20000\n",
"536 8787\n",
"538 8787\n",
"540 8787\n",
"542 8787\n",
"544 20000\n",
"546 20000\n",
"548 20000\n",
"550 20000\n",
"552 20000\n",
"554 20000\n",
"556 20000\n",
"558 20000\n",
"560 20000\n",
"562 20000\n",
"564 20000\n",
"566 20000\n",
"568 20000\n",
"570 20000\n",
"572 20000\n",
"574 20000\n",
"576 20000\n",
"578 20000\n",
"580 20000\n",
"582 20000\n",
"584 20000\n",
"586 20000\n",
"588 20000\n",
"590 20000\n",
"593 1391\n",
"595 1391\n",
"597 1391\n",
"599 18609\n",
"601 20000"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"invocation_data['execution_time'].count('invocation').rename('invocations').to_dataframe()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "3f9ae6a6",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>execution_time</th>\n",
" <th>stall_in_vcpu</th>\n",
" <th>in_display_loop</th>\n",
" <th>total_time</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Percentage</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>18.2</td>\n",
" <td>4.6</td>\n",
" <td>77.3</td>\n",
" <td>100.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" execution_time stall_in_vcpu in_display_loop total_time\n",
"Percentage \n",
"0 18.2 4.6 77.3 100.0"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"totals = invocation_data.sum('invocation').sum('instruction')[['execution_time', 'stall_in_vcpu', 'in_display_loop', 'total_time']]\n",
"percentages = totals / totals['total_time'] * 100\n",
"percentages.expand_dims('Percentage').to_dataframe()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "907d80bd",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "PyPy3 (Multiply)",
"language": "python",
"name": "pypy3-multiply"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Reference in New Issue View Git Blame Copy Permalink