Newer
Older
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"German Traffic Sign Recognition Benchmark (GTSRB)\n",
"=================================================\n",
"---\n",
"Introduction au Deep Learning (IDLE) - S. Arias, E. Maldonado, JL. Parouty - CNRS/SARI/DEVLOG - 2020 \n",
"\n",
"## Episode 5.2 : Full Convolutions Reports\n",
"\n",
"Ou main steps :\n",
" - Show reports\n",
"\n",
"## 1/ Import"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import os,glob,json\n",
"from pathlib import Path\n",
"from IPython.display import display, Markdown"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2/ A nice function"
]
},
{
"cell_type": "code",
"execution_count": 2,
"def highlight_max(s):\n",
" is_max = (s == s.max())\n",
" return ['background-color: yellow' if v else '' for v in is_max]\n",
"\n",
"def show_report(file):\n",
" # ---- Read json file\n",
" with open(file) as infile:\n",
" dict_report = json.load( infile )\n",
" output = dict_report['output']\n",
" description = dict_report['description']\n",
" # ---- about\n",
" print(\"\\n\\n\\nReport : \",Path(file).stem)\n",
" print( \"Desc. : \",description,'\\n')\n",
" # ---- Create a pandas\n",
" report = pd.DataFrame (output)\n",
" col_accuracy = [ c for c in output.keys() if c.endswith('Accuracy')]\n",
" col_duration = [ c for c in output.keys() if c.endswith('Duration')]\n",
" # ---- Build formats\n",
" lambda_acc = lambda x : '{:.2f} %'.format(x) if (isinstance(x, float)) else '{:}'.format(x)\n",
" lambda_dur = lambda x : '{:.1f} s'.format(x) if (isinstance(x, float)) else '{:}'.format(x)\n",
" formats = {'Size':'{:.2f} Mo'}\n",
" for c in col_accuracy: \n",
" formats[c]=lambda_acc\n",
" for c in col_duration:\n",
" formats[c]=lambda_dur\n",
" t=report.style.highlight_max(subset=col_accuracy).format(formats).hide_index()\n",
" display(t)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3/ Reports display"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=16 data_aug=False \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col2 {\n",
" background-color: yellow;\n",
" } #T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col4 {\n",
" background-color: yellow;\n",
" } #T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col6 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v1_Accuracy</th> <th class=\"col_heading level0 col3\" >v1_Duration</th> <th class=\"col_heading level0 col4\" >v2_Accuracy</th> <th class=\"col_heading level0 col5\" >v2_Duration</th> <th class=\"col_heading level0 col6\" >v3_Accuracy</th> <th class=\"col_heading level0 col7\" >v3_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-24x24-L</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >228.77 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >95.54 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >95.3 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col4\" class=\"data row0 col4\" >96.81 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col5\" class=\"data row0 col5\" >105.4 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col6\" class=\"data row0 col6\" >95.68 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow0_col7\" class=\"data row0 col7\" >115.4 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col0\" class=\"data row1 col0\" >set-24x24-RGB</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col1\" class=\"data row1 col1\" >684.39 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col2\" class=\"data row1 col2\" >96.09 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col3\" class=\"data row1 col3\" >84.7 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col4\" class=\"data row1 col4\" >96.57 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col5\" class=\"data row1 col5\" >106.7 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col6\" class=\"data row1 col6\" >95.44 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow1_col7\" class=\"data row1 col7\" >119.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col0\" class=\"data row2 col0\" >set-48x48-L</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col1\" class=\"data row2 col1\" >913.90 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col2\" class=\"data row2 col2\" >95.99 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col3\" class=\"data row2 col3\" >160.5 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col4\" class=\"data row2 col4\" >97.84 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col5\" class=\"data row2 col5\" >149.2 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col6\" class=\"data row2 col6\" >97.59 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow2_col7\" class=\"data row2 col7\" >139.7 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col0\" class=\"data row3 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col1\" class=\"data row3 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col2\" class=\"data row3 col2\" >96.54 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col3\" class=\"data row3 col3\" >161.6 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col4\" class=\"data row3 col4\" >98.08 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col5\" class=\"data row3 col5\" >156.6 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col6\" class=\"data row3 col6\" >97.42 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow3_col7\" class=\"data row3 col7\" >144.2 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col0\" class=\"data row4 col0\" >set-24x24-L-LHE</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col1\" class=\"data row4 col1\" >228.77 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col2\" class=\"data row4 col2\" >95.72 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col3\" class=\"data row4 col3\" >79.0 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col4\" class=\"data row4 col4\" >96.80 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col5\" class=\"data row4 col5\" >105.7 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col6\" class=\"data row4 col6\" >94.93 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow4_col7\" class=\"data row4 col7\" >115.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col0\" class=\"data row5 col0\" >set-24x24-RGB-HE</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col1\" class=\"data row5 col1\" >684.39 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col2\" class=\"data row5 col2\" >95.15 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col3\" class=\"data row5 col3\" >82.0 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col4\" class=\"data row5 col4\" >97.10 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col5\" class=\"data row5 col5\" >109.1 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col6\" class=\"data row5 col6\" >94.05 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow5_col7\" class=\"data row5 col7\" >121.6 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col0\" class=\"data row6 col0\" >set-48x48-L-LHE</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col1\" class=\"data row6 col1\" >913.90 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col2\" class=\"data row6 col2\" >95.64 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col3\" class=\"data row6 col3\" >156.4 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col4\" class=\"data row6 col4\" >97.68 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col5\" class=\"data row6 col5\" >146.0 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col6\" class=\"data row6 col6\" >97.93 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow6_col7\" class=\"data row6 col7\" >136.4 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col0\" class=\"data row7 col0\" >set-48x48-RGB-HE</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col1\" class=\"data row7 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col2\" class=\"data row7 col2\" >95.31 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col3\" class=\"data row7 col3\" >168.0 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col4\" class=\"data row7 col4\" >97.84 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col5\" class=\"data row7 col5\" >155.6 s</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col6\" class=\"data row7 col6\" >97.06 %</td>\n",
" <td id=\"T_041f3e10_411b_11ea_a8da_77f37aa3c79brow7_col7\" class=\"data row7 col7\" >144.5 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a5086510>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Report : report_020341\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=16 data_aug=False \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col2 {\n",
" background-color: yellow;\n",
" } #T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col4 {\n",
" background-color: yellow;\n",
" } #T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col6 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v1_Accuracy</th> <th class=\"col_heading level0 col3\" >v1_Duration</th> <th class=\"col_heading level0 col4\" >v2_Accuracy</th> <th class=\"col_heading level0 col5\" >v2_Duration</th> <th class=\"col_heading level0 col6\" >v3_Accuracy</th> <th class=\"col_heading level0 col7\" >v3_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-24x24-L</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >228.77 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >95.53 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >99.6 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col4\" class=\"data row0 col4\" >96.86 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col5\" class=\"data row0 col5\" >105.9 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col6\" class=\"data row0 col6\" >95.53 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow0_col7\" class=\"data row0 col7\" >115.2 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col0\" class=\"data row1 col0\" >set-24x24-RGB</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col1\" class=\"data row1 col1\" >684.39 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col2\" class=\"data row1 col2\" >96.55 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col3\" class=\"data row1 col3\" >85.7 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col4\" class=\"data row1 col4\" >97.38 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col5\" class=\"data row1 col5\" >109.0 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col6\" class=\"data row1 col6\" >96.18 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow1_col7\" class=\"data row1 col7\" >116.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col0\" class=\"data row2 col0\" >set-48x48-L</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col1\" class=\"data row2 col1\" >913.90 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col2\" class=\"data row2 col2\" >97.13 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col3\" class=\"data row2 col3\" >154.3 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col4\" class=\"data row2 col4\" >97.78 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col5\" class=\"data row2 col5\" >147.9 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col6\" class=\"data row2 col6\" >97.47 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow2_col7\" class=\"data row2 col7\" >136.1 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col0\" class=\"data row3 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col1\" class=\"data row3 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col2\" class=\"data row3 col2\" >96.44 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col3\" class=\"data row3 col3\" >161.1 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col4\" class=\"data row3 col4\" >98.20 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col5\" class=\"data row3 col5\" >155.9 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col6\" class=\"data row3 col6\" >97.70 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow3_col7\" class=\"data row3 col7\" >144.3 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col0\" class=\"data row4 col0\" >set-24x24-L-LHE</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col1\" class=\"data row4 col1\" >228.77 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col2\" class=\"data row4 col2\" >95.84 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col3\" class=\"data row4 col3\" >80.9 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col4\" class=\"data row4 col4\" >96.71 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col5\" class=\"data row4 col5\" >106.2 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col6\" class=\"data row4 col6\" >95.21 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow4_col7\" class=\"data row4 col7\" >113.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col0\" class=\"data row5 col0\" >set-24x24-RGB-HE</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col1\" class=\"data row5 col1\" >684.39 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col2\" class=\"data row5 col2\" >95.34 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col3\" class=\"data row5 col3\" >85.2 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col4\" class=\"data row5 col4\" >96.90 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col5\" class=\"data row5 col5\" >105.6 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col6\" class=\"data row5 col6\" >94.32 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow5_col7\" class=\"data row5 col7\" >115.9 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col0\" class=\"data row6 col0\" >set-48x48-L-LHE</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col1\" class=\"data row6 col1\" >913.90 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col2\" class=\"data row6 col2\" >96.90 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col3\" class=\"data row6 col3\" >152.2 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col4\" class=\"data row6 col4\" >97.85 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col5\" class=\"data row6 col5\" >147.3 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col6\" class=\"data row6 col6\" >97.61 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow6_col7\" class=\"data row6 col7\" >137.5 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col0\" class=\"data row7 col0\" >set-48x48-RGB-HE</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col1\" class=\"data row7 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col2\" class=\"data row7 col2\" >95.40 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col3\" class=\"data row7 col3\" >160.8 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col4\" class=\"data row7 col4\" >97.76 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col5\" class=\"data row7 col5\" >155.1 s</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col6\" class=\"data row7 col6\" >96.74 %</td>\n",
" <td id=\"T_0421d0d0_411b_11ea_a8da_77f37aa3c79brow7_col7\" class=\"data row7 col7\" >143.6 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a3a8cfd0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Report : report_041040\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=20 data_aug=True \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_042379e4_411b_11ea_a8da_77f37aa3c79brow0_col2 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_042379e4_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v2_Accuracy</th> <th class=\"col_heading level0 col3\" >v2_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
" <td id=\"T_042379e4_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_042379e4_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_042379e4_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >98.76 %</td>\n",
" <td id=\"T_042379e4_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >662.1 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23d0aa4a10>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Report : report_088809\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=20 data_aug=True \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_0424b5e8_411b_11ea_a8da_77f37aa3c79brow0_col2 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_0424b5e8_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v2_Accuracy</th> <th class=\"col_heading level0 col3\" >v2_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
" <td id=\"T_0424b5e8_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_0424b5e8_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_0424b5e8_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >98.85 %</td>\n",
" <td id=\"T_0424b5e8_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >657.2 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a3a32550>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Report : report_093384\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=16 data_aug=False \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col4 {\n",
" background-color: yellow;\n",
" } #T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col2 {\n",
" background-color: yellow;\n",
" } #T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col6 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v1_Accuracy</th> <th class=\"col_heading level0 col3\" >v1_Duration</th> <th class=\"col_heading level0 col4\" >v2_Accuracy</th> <th class=\"col_heading level0 col5\" >v2_Duration</th> <th class=\"col_heading level0 col6\" >v3_Accuracy</th> <th class=\"col_heading level0 col7\" >v3_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-24x24-L</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >228.77 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >95.90 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >87.6 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col4\" class=\"data row0 col4\" >97.09 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col5\" class=\"data row0 col5\" >105.0 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col6\" class=\"data row0 col6\" >95.72 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow0_col7\" class=\"data row0 col7\" >116.7 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col0\" class=\"data row1 col0\" >set-24x24-RGB</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col1\" class=\"data row1 col1\" >684.39 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col2\" class=\"data row1 col2\" >96.02 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col3\" class=\"data row1 col3\" >88.6 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col4\" class=\"data row1 col4\" >97.40 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col5\" class=\"data row1 col5\" >103.7 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col6\" class=\"data row1 col6\" >95.26 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow1_col7\" class=\"data row1 col7\" >116.9 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col0\" class=\"data row2 col0\" >set-48x48-L</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col1\" class=\"data row2 col1\" >913.90 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col2\" class=\"data row2 col2\" >95.42 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col3\" class=\"data row2 col3\" >155.1 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col4\" class=\"data row2 col4\" >98.04 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col5\" class=\"data row2 col5\" >147.8 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col6\" class=\"data row2 col6\" >97.42 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow2_col7\" class=\"data row2 col7\" >139.8 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col0\" class=\"data row3 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col1\" class=\"data row3 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col2\" class=\"data row3 col2\" >96.53 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col3\" class=\"data row3 col3\" >162.2 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col4\" class=\"data row3 col4\" >98.04 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col5\" class=\"data row3 col5\" >155.5 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col6\" class=\"data row3 col6\" >97.74 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow3_col7\" class=\"data row3 col7\" >146.7 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col0\" class=\"data row4 col0\" >set-24x24-L-LHE</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col1\" class=\"data row4 col1\" >228.77 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col2\" class=\"data row4 col2\" >95.82 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col3\" class=\"data row4 col3\" >86.6 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col4\" class=\"data row4 col4\" >96.58 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col5\" class=\"data row4 col5\" >105.7 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col6\" class=\"data row4 col6\" >94.86 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow4_col7\" class=\"data row4 col7\" >117.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col0\" class=\"data row5 col0\" >set-24x24-RGB-HE</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col1\" class=\"data row5 col1\" >684.39 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col2\" class=\"data row5 col2\" >95.38 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col3\" class=\"data row5 col3\" >82.6 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col4\" class=\"data row5 col4\" >96.51 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col5\" class=\"data row5 col5\" >107.2 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col6\" class=\"data row5 col6\" >93.97 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow5_col7\" class=\"data row5 col7\" >109.3 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col0\" class=\"data row6 col0\" >set-48x48-L-LHE</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col1\" class=\"data row6 col1\" >913.90 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col2\" class=\"data row6 col2\" >96.93 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col3\" class=\"data row6 col3\" >155.6 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col4\" class=\"data row6 col4\" >97.85 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col5\" class=\"data row6 col5\" >148.0 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col6\" class=\"data row6 col6\" >97.90 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow6_col7\" class=\"data row6 col7\" >137.5 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col0\" class=\"data row7 col0\" >set-48x48-RGB-HE</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col1\" class=\"data row7 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col2\" class=\"data row7 col2\" >95.68 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col3\" class=\"data row7 col3\" >161.0 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col4\" class=\"data row7 col4\" >98.00 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col5\" class=\"data row7 col5\" >156.1 s</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col6\" class=\"data row7 col6\" >96.75 %</td>\n",
" <td id=\"T_0426fe66_411b_11ea_a8da_77f37aa3c79brow7_col7\" class=\"data row7 col7\" >146.4 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a3a32d90>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=20 data_aug=True \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_04292d6c_411b_11ea_a8da_77f37aa3c79brow0_col2 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_04292d6c_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v2_Accuracy</th> <th class=\"col_heading level0 col3\" >v2_Duration</th> </tr></thead><tbody>\n",
" <tr>\n",
" <td id=\"T_04292d6c_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_04292d6c_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_04292d6c_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >98.90 %</td>\n",
" <td id=\"T_04292d6c_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >652.0 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a3a32dd0>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\n",
"Report : report_2020_01_20_17h22m23s\n",
"Desc. : train_size=1 test_size=1 batch_size=64 epochs=16 data_aug=False \n",
"\n"
]
},
{
"data": {
"text/html": [
"<style type=\"text/css\" >\n",
" #T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col4 {\n",
" background-color: yellow;\n",
" } #T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col6 {\n",
" background-color: yellow;\n",
" } #T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col2 {\n",
" background-color: yellow;\n",
" }</style><table id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79b\" ><thead> <tr> <th class=\"col_heading level0 col0\" >Dataset</th> <th class=\"col_heading level0 col1\" >Size</th> <th class=\"col_heading level0 col2\" >v1_Accuracy</th> <th class=\"col_heading level0 col3\" >v1_Duration</th> <th class=\"col_heading level0 col4\" >v2_Accuracy</th> <th class=\"col_heading level0 col5\" >v2_Duration</th> <th class=\"col_heading level0 col6\" >v3_Accuracy</th> <th class=\"col_heading level0 col7\" >v3_Duration</th> </tr></thead><tbody>\n",
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col0\" class=\"data row0 col0\" >set-24x24-L</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col1\" class=\"data row0 col1\" >228.77 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col2\" class=\"data row0 col2\" >95.39 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col3\" class=\"data row0 col3\" >58.2 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col4\" class=\"data row0 col4\" >97.32 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col5\" class=\"data row0 col5\" >52.6 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col6\" class=\"data row0 col6\" >95.16 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow0_col7\" class=\"data row0 col7\" >50.3 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col0\" class=\"data row1 col0\" >set-24x24-RGB</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col1\" class=\"data row1 col1\" >684.39 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col2\" class=\"data row1 col2\" >96.11 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col3\" class=\"data row1 col3\" >47.2 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col4\" class=\"data row1 col4\" >97.77 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col5\" class=\"data row1 col5\" >55.2 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col6\" class=\"data row1 col6\" >96.52 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow1_col7\" class=\"data row1 col7\" >52.3 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col0\" class=\"data row2 col0\" >set-48x48-L</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col1\" class=\"data row2 col1\" >913.90 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col2\" class=\"data row2 col2\" >95.98 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col3\" class=\"data row2 col3\" >135.2 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col4\" class=\"data row2 col4\" >97.88 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col5\" class=\"data row2 col5\" >118.3 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col6\" class=\"data row2 col6\" >97.38 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow2_col7\" class=\"data row2 col7\" >92.0 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col0\" class=\"data row3 col0\" >set-48x48-RGB</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col1\" class=\"data row3 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col2\" class=\"data row3 col2\" >96.29 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col3\" class=\"data row3 col3\" >138.7 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col4\" class=\"data row3 col4\" >97.95 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col5\" class=\"data row3 col5\" >124.7 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col6\" class=\"data row3 col6\" >97.53 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow3_col7\" class=\"data row3 col7\" >98.5 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col0\" class=\"data row4 col0\" >set-24x24-L-LHE</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col1\" class=\"data row4 col1\" >228.77 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col2\" class=\"data row4 col2\" >95.79 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col3\" class=\"data row4 col3\" >44.3 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col4\" class=\"data row4 col4\" >96.41 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col5\" class=\"data row4 col5\" >53.1 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col6\" class=\"data row4 col6\" >95.72 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow4_col7\" class=\"data row4 col7\" >50.9 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col0\" class=\"data row5 col0\" >set-24x24-RGB-HE</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col1\" class=\"data row5 col1\" >684.39 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col2\" class=\"data row5 col2\" >95.35 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col3\" class=\"data row5 col3\" >46.0 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col4\" class=\"data row5 col4\" >96.80 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col5\" class=\"data row5 col5\" >54.5 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col6\" class=\"data row5 col6\" >94.29 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow5_col7\" class=\"data row5 col7\" >52.5 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col0\" class=\"data row6 col0\" >set-48x48-L-LHE</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col1\" class=\"data row6 col1\" >913.90 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col2\" class=\"data row6 col2\" >96.72 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col3\" class=\"data row6 col3\" >131.8 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col4\" class=\"data row6 col4\" >97.80 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col5\" class=\"data row6 col5\" >117.9 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col6\" class=\"data row6 col6\" >97.16 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow6_col7\" class=\"data row6 col7\" >92.8 s</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col0\" class=\"data row7 col0\" >set-48x48-RGB-HE</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col1\" class=\"data row7 col1\" >2736.36 Mo</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col2\" class=\"data row7 col2\" >94.58 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col3\" class=\"data row7 col3\" >140.0 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col4\" class=\"data row7 col4\" >97.77 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col5\" class=\"data row7 col5\" >124.6 s</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col6\" class=\"data row7 col6\" >97.11 %</td>\n",
" <td id=\"T_042c0d66_411b_11ea_a8da_77f37aa3c79brow7_col7\" class=\"data row7 col7\" >100.1 s</td>\n",
" </tr>\n",
" </tbody></table>"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x7f23a3a4d590>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for file in glob.glob(\"./run/*.json\"):\n",
" show_report(file)\n"
"cell_type": "code",
"execution_count": null,
"outputs": [],
"source": []
"cell_type": "code",
"execution_count": null,
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}