594 lines
454 KiB
Plaintext
594 lines
454 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 31,
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"id": "da7c16b4",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"import seaborn as sns\n",
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"from scipy.optimize import curve_fit\n",
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"from matplotlib.cm import get_cmap"
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]
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},
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{
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"cell_type": "markdown",
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"id": "47341b1d",
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"metadata": {},
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"source": [
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"# Alltoall "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 35,
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"id": "1cc39aab",
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/tmp/ipykernel_7900/2058266473.py:3: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
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" df_alltoall = df_multinode[df_multinode[\"benchmark_type\"]==\"Alltoall\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n",
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"/tmp/ipykernel_7900/2058266473.py:3: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
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" df_alltoall = df_multinode[df_multinode[\"benchmark_type\"]==\"Alltoall\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"['benchmark_type',\n",
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" 'proc_num',\n",
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" 'msg_size_bytes',\n",
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" 'repetitions',\n",
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" 't_min_usec',\n",
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" 't_max_usec',\n",
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" 't_avg_usec',\n",
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" 'mpi_datatype',\n",
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" 'mpi_red_datatype',\n",
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" 'mpi_red_op',\n",
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" 'creation_time',\n",
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" 'n_nodes',\n",
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" 'off_cache_flag']"
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]
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},
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"execution_count": 35,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"df_multinode = pd.read_csv(\"data/data-multi-defand100cflag.csv\",delimiter = \",\")\n",
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"df_multinode['benchmark_type'].unique()\n",
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"df_alltoall = df_multinode[df_multinode[\"benchmark_type\"]==\"Alltoall\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n",
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"df_alltoall.columns.tolist()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 38,
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"id": "4336d3c6",
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/tmp/ipykernel_7900/4021581818.py:9: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n",
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" cmap = get_cmap('tab10')\n"
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]
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},
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{
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"data": {
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"image/png": 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",
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"text/plain": [
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"<Figure size 1500x1600 with 12 Axes>"
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]
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},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" msg_size_bytes alpha beta inv_alpha\n",
|
|
"0 2048 1.350220 7.950002e-22 0.740620\n",
|
|
"1 4096 1.153722 7.345616e-19 0.866760\n",
|
|
"2 8192 1.316655 7.685776e-24 0.759501\n",
|
|
"3 16384 1.205501 5.440666e-23 0.829531\n",
|
|
"4 32768 1.197387 1.048284e-22 0.835152\n",
|
|
"5 65536 1.338850 8.987548e-20 0.746910\n",
|
|
"6 131072 1.190638 2.825286e-19 0.839886\n",
|
|
"7 262144 1.132900 8.001526e-04 0.882691\n",
|
|
"8 524288 1.129881 3.119047e-17 0.885049\n",
|
|
"9 1048576 1.090405 1.674706e-16 0.917091\n",
|
|
"10 2097152 1.067311 5.849285e-03 0.936934\n",
|
|
"11 4194304 1.057813 2.218755e-02 0.945346\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"def model(proc_num, alpha, beta, msg_size):\n",
|
|
" return (alpha * msg_size * (proc_num - 72) * 72) / (12.5 * 1e3) + 1e6*beta\n",
|
|
"\n",
|
|
"results = []\n",
|
|
"msg_sizes = sorted(df_alltoall['msg_size_bytes'].unique())\n",
|
|
"n_rows = int(np.ceil(len(msg_sizes) / 3))\n",
|
|
"n_cols = min(len(msg_sizes), 3)\n",
|
|
"fig, axes = plt.subplots(n_rows, n_cols, figsize=(5*n_cols, 4*n_rows), squeeze=False)\n",
|
|
"cmap = get_cmap('tab10')\n",
|
|
"\n",
|
|
"for idx, (msg_size, group) in enumerate(df_alltoall.groupby('msg_size_bytes')):\n",
|
|
" x = group['proc_num'].values\n",
|
|
" y = group['t_avg_usec'].values\n",
|
|
"\n",
|
|
" fit_func = lambda proc_num, alpha, beta: model(proc_num, alpha, beta, msg_size)\n",
|
|
" popt, _ = curve_fit(fit_func, x, y, bounds=([1, 0], [np.inf, np.inf]))\n",
|
|
" alpha, beta = popt\n",
|
|
" results.append({'msg_size_bytes': msg_size, 'alpha': alpha, 'beta': beta})\n",
|
|
"\n",
|
|
" x_fit = np.linspace(min(x), max(x), 100)\n",
|
|
" y_fit = fit_func(x_fit, alpha, beta)\n",
|
|
" y_speed = model(x_fit,1,0,msg_size)\n",
|
|
" row, col = divmod(idx, n_cols)\n",
|
|
" ax = axes[row][col]\n",
|
|
"\n",
|
|
" color = cmap(idx % 10)\n",
|
|
" ax.scatter(x, y/1e6, label='Data', color=color)\n",
|
|
" ax.plot(x_fit, y_fit/1e6, linestyle='--', color=color, alpha=0.5, label='Fit')\n",
|
|
" ax.plot(x_fit, y_speed/1e6, linestyle='--', color='red', alpha=0.1, label='Fit')\n",
|
|
" ax.set_title(f'msg_size: {msg_size} bytes')\n",
|
|
" ax.set_xlabel('num. proc.')\n",
|
|
" ax.set_ylabel('Average Time [s]')\n",
|
|
" ax.set_xticks(x)\n",
|
|
" ax.grid(True)\n",
|
|
" max_data =(x[-1]-72)*72*msg_size\n",
|
|
" min_data =(x[0]-72)*72*msg_size\n",
|
|
"\n",
|
|
" textstr = \"\"\n",
|
|
" if(max_data > 1e9):\n",
|
|
" textstr+=f\"max data = {max_data/1e9:0.2f}GB\\n\" \n",
|
|
" else:\n",
|
|
" textstr+=f\"max data = {max_data/1e6:0.2f}MB\\n\" \n",
|
|
"\n",
|
|
" if(min_data > 1e9):\n",
|
|
" textstr+=f\"min data = {min_data/1e9:0.2f}GB\\n\" \n",
|
|
" else:\n",
|
|
" textstr+=f\"min data = {min_data/1e6:0.2f}MB\\n\" \n",
|
|
" textstr += r\"$\\alpha$\" +f\"= {alpha:.3e}\\n\"+r\"$b_{eff}=$\"+f\"{12.5/alpha:0.3f}Gbps\\n\"+\\\n",
|
|
" r\"$\\beta$\"+f\"= {beta:.3e} s\"\n",
|
|
" ax.text(0.95, 0.05, textstr, transform=ax.transAxes,\n",
|
|
" fontsize=10, verticalalignment='bottom',\n",
|
|
" horizontalalignment='right',\n",
|
|
" bbox=dict(boxstyle='round', facecolor='white', alpha=0.8))\n",
|
|
"\n",
|
|
"fig.suptitle('Alltoall Time Fit per Message Size\\nDots = Data Points | Dashed Lines = Fits\\n off_mem=-1', fontsize=14)\n",
|
|
"fig.tight_layout(rect=[0, 0.03, 1, 0.95])\n",
|
|
"plt.savefig(\"plots/alltoall_analysis.png\",dpi=300)\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"fit_results = pd.DataFrame(results)\n",
|
|
"fit_results['inv_alpha'] = 1 / fit_results['alpha']\n",
|
|
"print(fit_results)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 34,
|
|
"id": "ce632d6f",
|
|
"metadata": {},
|
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"outputs": [
|
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[
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"3323",
|
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"Alltoall",
|
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"144",
|
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"1048576",
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"19",
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|
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|
|
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|
|
" <th></th>\n",
|
|
" <th>benchmark_type</th>\n",
|
|
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|
|
" <th>msg_size_bytes</th>\n",
|
|
" <th>repetitions</th>\n",
|
|
" <th>t_min_usec</th>\n",
|
|
" <th>t_max_usec</th>\n",
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|
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|
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|
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|
|
" <td>Alltoall</td>\n",
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|
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|
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|
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|
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|
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" <tr>\n",
|
|
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|
|
" <td>Alltoall</td>\n",
|
|
" <td>576</td>\n",
|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
" <td>100</td>\n",
|
|
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|
|
" <tr>\n",
|
|
" <th>906</th>\n",
|
|
" <td>Alltoall</td>\n",
|
|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
" <tr>\n",
|
|
" <th>2091</th>\n",
|
|
" <td>Alltoall</td>\n",
|
|
" <td>504</td>\n",
|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
" <tr>\n",
|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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"text/plain": [
|
|
" benchmark_type proc_num msg_size_bytes repetitions t_min_usec \\\n",
|
|
"21 Alltoall 360 1048576 12 1887068.02 \n",
|
|
"69 Alltoall 576 1048576 12 3401545.19 \n",
|
|
"678 Alltoall 432 1048576 17 2400724.43 \n",
|
|
"906 Alltoall 216 1048576 15 979838.29 \n",
|
|
"2091 Alltoall 504 1048576 10 2855777.71 \n",
|
|
"2810 Alltoall 288 1048576 27 1414477.50 \n",
|
|
"3323 Alltoall 144 1048576 19 444484.16 \n",
|
|
"\n",
|
|
" t_max_usec t_avg_usec mpi_datatype mpi_red_datatype mpi_red_op \\\n",
|
|
"21 1888622.38 1887741.99 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"69 3413244.99 3406651.76 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"678 2407984.77 2404588.58 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"906 985415.98 982015.14 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"2091 2866473.68 2857525.23 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"2810 1419906.99 1417331.44 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"3323 445342.60 444940.26 MPI_BYTE MPI_FLOAT MPI_SUM \n",
|
|
"\n",
|
|
" creation_time n_nodes off_cache_flag \n",
|
|
"21 25_07_27_02-42-36 5 100 \n",
|
|
"69 25_07_27_02-42-36 8 100 \n",
|
|
"678 25_07_27_02-42-36 6 100 \n",
|
|
"906 25_07_27_02-42-36 3 100 \n",
|
|
"2091 25_07_27_02-42-36 7 100 \n",
|
|
"2810 25_07_27_02-42-36 4 100 \n",
|
|
"3323 25_07_27_02-42-36 2 100 "
|
|
]
|
|
},
|
|
"execution_count": 34,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"df_alltoall[df_alltoall['msg_size_bytes']==1048576]"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "data",
|
|
"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": "3.13.2"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|