{
"cells": [
{
"cell_type": "code",
"execution_count": 19,
"id": "da7c16b4",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"from scipy.optimize import curve_fit\n",
"from matplotlib.cm import get_cmap"
]
},
{
"cell_type": "markdown",
"id": "47341b1d",
"metadata": {},
"source": [
"# Alltoall "
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1cc39aab",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_4897/23514614.py:3: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df_gather = df_multinode[df_multinode[\"benchmark_type\"]==\"Gather\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n",
"/tmp/ipykernel_4897/23514614.py:3: UserWarning: Boolean Series key will be reindexed to match DataFrame index.\n",
" df_gather = df_multinode[df_multinode[\"benchmark_type\"]==\"Gather\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n"
]
},
{
"data": {
"text/plain": [
"['benchmark_type',\n",
" 'proc_num',\n",
" 'msg_size_bytes',\n",
" 'repetitions',\n",
" 't_min_usec',\n",
" 't_max_usec',\n",
" 't_avg_usec',\n",
" 'mpi_datatype',\n",
" 'mpi_red_datatype',\n",
" 'mpi_red_op',\n",
" 'creation_time',\n",
" 'n_nodes',\n",
" 'off_cache_flag']"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"ename": "",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[1;31mnotebook controller is DISPOSED. \n",
"\u001b[1;31mView Jupyter log for further details."
]
}
],
"source": [
"df_multinode = pd.read_csv(\"../data/data-multi-defand100cflag.csv\",delimiter = \",\")\n",
"df_multinode['benchmark_type'].unique()\n",
"df_gather = df_multinode[df_multinode[\"benchmark_type\"]==\"Gather\"][df_multinode['msg_size_bytes']>1024][df_multinode['off_cache_flag']==-1]\n",
"df_gather.columns.tolist()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4336d3c6",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_4897/866829124.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",
" cmap = get_cmap('tab10')\n"
]
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
" msg_size_bytes alpha beta inv_alpha\n",
"0 2048 1.0 2.453824e-24 1.0\n",
"1 4096 1.0 6.552190e-24 1.0\n",
"2 8192 1.0 1.941168e-23 1.0\n",
"3 16384 1.0 8.454933e-23 1.0\n",
"4 32768 1.0 6.710026e-22 1.0\n",
"5 65536 1.0 2.678877e-20 1.0\n",
"6 131072 1.0 3.818473e-18 1.0\n",
"7 262144 1.0 3.023451e-25 1.0\n",
"8 524288 1.0 1.541516e-21 1.0\n",
"9 1048576 1.0 1.240501e-16 1.0\n",
"10 2097152 1.0 1.165495e-16 1.0\n",
"11 4194304 1.0 3.834525e-18 1.0\n"
]
},
{
"ename": "",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[1;31mnotebook controller is DISPOSED. \n",
"\u001b[1;31mView Jupyter log for further details."
]
}
],
"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_gather['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_gather.groupby('msg_size_bytes')):\n",
" x = group['proc_num'].values.copy()\n",
" y = group['t_avg_usec'].values.copy()\n",
" sorted_indices = np.argsort(x)\n",
" x = x[sorted_indices]\n",
" y = y[sorted_indices]\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, 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": null,
"id": "ce632d6f",
"metadata": {},
"outputs": [
{
"data": {
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"type": "integer"
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{
"name": "proc_num",
"rawType": "int64",
"type": "integer"
},
{
"name": "msg_size_bytes",
"rawType": "int64",
"type": "integer"
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{
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"rawType": "int64",
"type": "integer"
},
{
"name": "t_min_usec",
"rawType": "float64",
"type": "float"
},
{
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"rawType": "float64",
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},
{
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"rawType": "float64",
"type": "float"
},
{
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"rawType": "object",
"type": "string"
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{
"name": "mpi_red_datatype",
"rawType": "object",
"type": "string"
},
{
"name": "mpi_red_op",
"rawType": "object",
"type": "string"
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{
"name": "creation_time",
"rawType": "object",
"type": "string"
},
{
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"rawType": "int64",
"type": "integer"
},
{
"name": "off_cache_flag",
"rawType": "int64",
"type": "integer"
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"ref": "606abcbf-7b0e-4a04-9beb-0d5b3e056654",
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"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" benchmark_type | \n",
" proc_num | \n",
" msg_size_bytes | \n",
" repetitions | \n",
" t_min_usec | \n",
" t_max_usec | \n",
" t_avg_usec | \n",
" mpi_datatype | \n",
" mpi_red_datatype | \n",
" mpi_red_op | \n",
" creation_time | \n",
" n_nodes | \n",
" off_cache_flag | \n",
"
\n",
" \n",
" \n",
" \n",
" | 470 | \n",
" Gather | \n",
" 360 | \n",
" 1048576 | \n",
" 40 | \n",
" 233.94 | \n",
" 36747.90 | \n",
" 19914.01 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 5 | \n",
" -1 | \n",
"
\n",
" \n",
" | 608 | \n",
" Gather | \n",
" 432 | \n",
" 1048576 | \n",
" 40 | \n",
" 232.50 | \n",
" 42935.80 | \n",
" 23389.38 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 6 | \n",
" -1 | \n",
"
\n",
" \n",
" | 1096 | \n",
" Gather | \n",
" 504 | \n",
" 1048576 | \n",
" 40 | \n",
" 229.70 | \n",
" 48937.39 | \n",
" 26558.04 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 7 | \n",
" -1 | \n",
"
\n",
" \n",
" | 1349 | \n",
" Gather | \n",
" 144 | \n",
" 1048576 | \n",
" 40 | \n",
" 235.39 | \n",
" 17983.16 | \n",
" 9125.46 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 2 | \n",
" -1 | \n",
"
\n",
" \n",
" | 2228 | \n",
" Gather | \n",
" 288 | \n",
" 1048576 | \n",
" 40 | \n",
" 237.25 | \n",
" 31719.94 | \n",
" 16419.63 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 4 | \n",
" -1 | \n",
"
\n",
" \n",
" | 3067 | \n",
" Gather | \n",
" 216 | \n",
" 1048576 | \n",
" 40 | \n",
" 223.96 | \n",
" 24058.05 | \n",
" 15865.52 | \n",
" MPI_BYTE | \n",
" MPI_FLOAT | \n",
" MPI_SUM | \n",
" 25_07_26_05-44-37 | \n",
" 3 | \n",
" -1 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" benchmark_type proc_num msg_size_bytes repetitions t_min_usec \\\n",
"470 Gather 360 1048576 40 233.94 \n",
"608 Gather 432 1048576 40 232.50 \n",
"1096 Gather 504 1048576 40 229.70 \n",
"1349 Gather 144 1048576 40 235.39 \n",
"2228 Gather 288 1048576 40 237.25 \n",
"3067 Gather 216 1048576 40 223.96 \n",
"\n",
" t_max_usec t_avg_usec mpi_datatype mpi_red_datatype mpi_red_op \\\n",
"470 36747.90 19914.01 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"608 42935.80 23389.38 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"1096 48937.39 26558.04 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"1349 17983.16 9125.46 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"2228 31719.94 16419.63 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"3067 24058.05 15865.52 MPI_BYTE MPI_FLOAT MPI_SUM \n",
"\n",
" creation_time n_nodes off_cache_flag \n",
"470 25_07_26_05-44-37 5 -1 \n",
"608 25_07_26_05-44-37 6 -1 \n",
"1096 25_07_26_05-44-37 7 -1 \n",
"1349 25_07_26_05-44-37 2 -1 \n",
"2228 25_07_26_05-44-37 4 -1 \n",
"3067 25_07_26_05-44-37 3 -1 "
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"ename": "",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[1;31mnotebook controller is DISPOSED. \n",
"\u001b[1;31mView Jupyter log for further details."
]
}
],
"source": [
"df_gather[df_gather['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",
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