mirror of
https://github.com/RRZE-HPC/OSACA.git
synced 2025-07-21 04:31:04 +02:00
4827 lines
2.1 MiB
4827 lines
2.1 MiB
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"%%html\n",
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"metadata": {
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"source": [
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"# Validation of OSACA\n",
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"OSACA predicts the minimal (throughput and loop-carried dependency latency) and maximum (critical path latency) instruction execution time for assembly loop bodies, under the assumption that all loads and stores are served by the first level cache.\n",
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"\n",
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"In this validation study OSACA is compared to measured runtimes of assembly blocks in a large dataset. The prediction accuracy is also compared to three other tools with the same goal im mind: IACA, LLVM-MCA and Ithemal.\n",
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"\n",
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"## Validation Dataset\n",
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"The validation dataset is created by compiling several kernels with diffent compilers and optimization flags. Kernels represent the domain of numerical codes and all use double precision floating-point arithmetics. The original high-level C implementations are found in the `validation/kernels` directory and include:\n",
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" * Simple load-store heavy kernels: `add`, `copy`, `store`, `striad`, `triad` and `update`\n",
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" * Stencils: `2d-5pt`, `3d-7pt`, `3d-27pt` and `3d-r3-11pt`\n",
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" * Dependency chain: `gs-2d-5pt` and `sumreduction`\n",
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" * Slow arithmetic: `pi` (divide)\n",
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"\n",
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"All these kernels are compiled with `gcc`, `clang` and `icc` (where applicable) and for each compiler with `-O1`, `-O2`, `-O3` and `-Ofast`, which results in 6-9 variantes per kernel. Additional kernels, compiler and flags can be configured in the `build_and_run.py` script.\n",
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"\n",
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"## Runtimes and Ground Truth Measurements\n",
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"\n",
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"Reported cycle runtimes in this notebook –unless otherwise noted– are scaled to high-level code iterations to make them comparable. Raw outputs by the tools will refer to assembly block iterations. Since all provided kernels are double precision based, the `pointer_increment` divided by `8` gives the used scaling factor.\n",
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"\n",
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"Measured runtimes are gained by traversing 8 to 1024 elements (for a total of 25 million iterations) and selecting the smallest measured runtime out of all executions."
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]
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},
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"cell_type": "code",
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"execution_count": 21,
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"metadata": {
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"hideCode": false,
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"hidePrompt": false
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},
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"outputs": [],
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"source": [
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"%matplotlib inline\n",
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"%config InlineBackend.figure_format = 'png'\n",
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"%config InlineBackend.rc = {\"figure.dpi\": 100}\n",
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"from pathlib import Path\n",
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"import pickle\n",
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"from pprint import pprint, pformat\n",
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"from itertools import product\n",
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"import warnings\n",
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"from functools import reduce\n",
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"\n",
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"with warnings.catch_warnings():\n",
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" warnings.filterwarnings(\"ignore\", category=DeprecationWarning)\n",
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" import pandas as pd\n",
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" import numpy as np\n",
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" import matplotlib as mpl\n",
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" import matplotlib.pyplot as plt\n",
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" from IPython.display import display, HTML\n",
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"\n",
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" \n",
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"def boxprint(*args):\n",
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" for arg in args:\n",
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" display(HTML('<pre style=\"white-space: pre !important;\">{}</pre>'.format(arg)))\n",
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"\n",
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"\n",
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"pd.set_option('display.max_rows', 1000)"
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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": 3,
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"metadata": {
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"hideCode": false,
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"hidePrompt": false
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},
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"outputs": [],
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"source": [
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"# Load data from build/ directory. The data can either be generated using build_and_run.py or downloaded from a \n",
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"# OSACA release from github. Look for releases including validation data archives.\n",
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"data = []\n",
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"for p in Path('build/').glob('*/data.pkl'):\n",
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" data += pickle.loads(p.read_bytes())\n",
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"df = pd.DataFrame(data)\n",
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"archs = ['IVB', 'SKX', 'ZEN', 'ZEN2', 'TX2', 'A64FX']\n",
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"archs += [a for a in sorted(df.arch.unique()) if a not in archs]\n",
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"models = ['IACA', 'Ithemal', 'LLVM-MCA', 'OSACA']\n",
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"kernels = sorted(df.kernel.unique())\n",
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"compilers = sorted(df.compiler.unique())\n",
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"cflags_names = sorted(df.cflags_name.unique())\n",
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"\n",
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"# Add more data\n",
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"df['worst_runtime'] = df.allruns.map(lambda ar: max([r[2] for r in ar]), na_action='ignore')\n",
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"for pred in models:\n",
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" df[pred+'_err'] = df['best_runtime'] - df[pred+'_prediction']\n",
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" df[pred+'_relerr'] = df[pred+'_err']/df['best_runtime']\n",
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" df[pred+'_tperr'] = df['best_runtime'] - df[pred+'_throughput']\n",
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" df[pred+'_reltperr'] = df[pred+'_tperr']/df['best_runtime']\n",
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" df[pred+'_maxport'] = df[pred+'_raw'].map(lambda r: max([(c,p) for p,c in r['port cycles'].items()])[1],\n",
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" na_action='ignore')\n",
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"df['instruction count'] = df.OSACA_raw.map(lambda r: len([l for l in r['analyzed kernel'] if l.get('instruction')]))\n",
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"\n",
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"# Clean up\n",
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"# TODO do this in pickle files!\n",
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"del df['IACA_scaled_max'], df['OSACA_scaled_max'], df['LLVM-MCA_scaled_max']\n",
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"del df['IACA_scaled'], df['OSACA_scaled'], df['LLVM-MCA_scaled']\n",
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"\n",
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"# Make indexed representation\n",
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"df_idx = df.set_index(['arch', 'compiler', 'cflags_name', 'kernel'], verify_integrity=True)\n",
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"df_idx.sort_index(inplace=True)"
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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": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"def get_info(idx, osaca=True, mca=True, iaca=True):\n",
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" r = df_idx.loc[idx]\n",
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" print(\"High-level iterations in assembly block:\", r.pointer_increment//8)\n",
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" print(\"Measured:\", r.best_runtime)\n",
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" for m in models:\n",
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" print(m, \"Predicted:\", r[m+'_prediction'], \"TP:\", r[m+'_throughput'],\n",
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" \"LCD:\", r[m+'_lcd'], \"CP:\", r[m+'_cp'])\n",
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" if osaca:\n",
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" boxprint(r.OSACA_raw['output'])\n",
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" if mca:\n",
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" boxprint(r['LLVM-MCA_raw']['output'])\n",
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" if iaca and r['IACA_raw']:\n",
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" boxprint(r['IACA_raw']['output'])"
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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": 5,
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"metadata": {
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"hideCode": false,
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"hidePrompt": false,
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"scrolled": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"✅ All instructions in test dataset are defined in OSACA microarchitecture databaseses.\n"
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]
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}
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],
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"source": [
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"# Check for missing instructions in all OSACA analyses\n",
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"count = 0\n",
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"for idx, raw in df.OSACA_raw.items():\n",
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" if not isinstance(raw, dict): continue\n",
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" for l in raw['analyzed kernel']:\n",
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" if 'tp_unknown' in l['flags']:\n",
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" print(df['arch'][idx]+'/'+df['compiler'][idx]+'/'+df['cflags_name'][idx]+'/'+df['kernel'][idx]+'.marked.s', l['line'])\n",
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" count += 1\n",
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"if not count:\n",
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" print(\"\\u2705 All instructions in test dataset are defined in OSACA microarchitecture databaseses.\")\n",
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"else:\n",
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" print(count,\n",
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" \"instructions were not found in OSACA microarchitecture databaseses. \"\n",
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" \"This may lead to unnecessary underpredictions.\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Statistics on Dataset and Measurements\n",
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"The following histogram/bar plots give an overview on of the wide range of kernels found in the dataset."
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]
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},
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{
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"cell_type": "code",
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"metadata": {},
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"outputs": [
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\n",
|
||
"text/plain": [
|
||
"<Figure size 1500x1500 with 3 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"fig, axs = plt.subplots(3, figsize=(15, 15))\n",
|
||
"df['best_runtime_asm'] = (df.best_runtime * (df.pointer_increment // 8))\n",
|
||
"axs[0].hist(\n",
|
||
" [df.best_runtime_asm[df.arch == a] for a in archs],\n",
|
||
" bins=range(0,90),\n",
|
||
" label=archs,\n",
|
||
" stacked=True,\n",
|
||
")\n",
|
||
"axs[0].legend()\n",
|
||
"axs[0].set_ylabel('stacked count per (1-cycle wide) bin')\n",
|
||
"axs[0].set_title('Histogram of measured cycle runtimes per assembly block iteration')\n",
|
||
"\n",
|
||
"(df.pointer_increment // 8).groupby(df.arch).value_counts().sort_index().unstack('arch').plot(\n",
|
||
" kind='bar',\n",
|
||
" ax=axs[1],\n",
|
||
" stacked=True,\n",
|
||
" legend=True\n",
|
||
")\n",
|
||
"axs[1].set_xlabel('')\n",
|
||
"axs[1].set_ylabel('stacked count')\n",
|
||
"axs[1].set_title(\"High-level iterations per assembly block\")\n",
|
||
"\n",
|
||
"axs[2].hist(\n",
|
||
" [df['instruction count'][df.arch == a] for a in archs],\n",
|
||
" bins=range(0,100),\n",
|
||
" label=archs,\n",
|
||
" stacked=True,\n",
|
||
")\n",
|
||
"axs[2].legend()\n",
|
||
"axs[2].set_ylabel('stacked count per bin')\n",
|
||
"axs[2].set_title(\"Histogram of instruction count per assembly block\");"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 27,
|
||
"metadata": {
|
||
"scrolled": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"IVB has 156 tests, compiled to 122 unique assembly representations.\n",
|
||
"SKX has 156 tests, compiled to 123 unique assembly representations.\n",
|
||
"ZEN has 156 tests, compiled to 126 unique assembly representations.\n",
|
||
"ZEN2 has 156 tests, compiled to 126 unique assembly representations.\n",
|
||
"TX2 has 104 tests, compiled to 78 unique assembly representations.\n",
|
||
"A64FX has 104 tests, compiled to 81 unique assembly representations.\n",
|
||
"High-level iterations in assembly block: 16\n",
|
||
"Measured: 1.1903856655856655\n",
|
||
"IACA Predicted: 1.96875 TP: 1.875 LCD: None CP: None\n",
|
||
"Ithemal Predicted: nan TP: None LCD: None CP: None\n",
|
||
"LLVM-MCA Predicted: 2.240625 TP: 1.948125 LCD: 2.240625 CP: 3.8125\n",
|
||
"OSACA Predicted: 1.875 TP: 1.875 LCD: 0.5 CP: 2.75\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<pre style=\"white-space: pre !important;\">Open Source Architecture Code Analyzer (OSACA) - 0.3.14\n",
|
||
"Analyzed file: build/SKX/icc/O3/pi.marked.s\n",
|
||
"Architecture: SKX\n",
|
||
"Timestamp: 2021-04-15 12:15:40\n",
|
||
"\n",
|
||
"\n",
|
||
" P - Throughput of LOAD operation can be hidden behind a past or future STORE instruction\n",
|
||
" * - Instruction micro-ops not bound to a port\n",
|
||
" X - No throughput/latency information for this instruction in data file\n",
|
||
"\n",
|
||
"\n",
|
||
"Combined Analysis Report\n",
|
||
"------------------------\n",
|
||
" Port pressure in cycles \n",
|
||
" | 0 - 0DV | 1 | 2 - 2D | 3 - 3D | 4 | 5 | 6 | 7 || CP | LCD |\n",
|
||
"-------------------------------------------------------------------------------------------------\n",
|
||
" 62 | | | | | | | | || | | # pointer_increment=128 fa3c665ee18e1e5f704c8a6026891c36\n",
|
||
" 63 | | | | | | | | || | | ..B1.4: # Preds ..B1.4 ..B1.3\n",
|
||
" 64 | | | | | | | | || | | # Execution count [5.00e+00]\n",
|
||
" 65 | 0.00 | 0.00 | | | | 0.00 | 1.00 | || | | addl $32, %ecx #16.5\n",
|
||
" 66 | 0.00 | 1.00 | | | | 0.00 | | || 1.0 | | vpaddd %ymm5, %ymm9, %ymm14 #17.9\n",
|
||
" 67 | 0.50 | | | | | 1.50 | | || | | vcvtdq2pd %ymm9, %zmm8 #17.14\n",
|
||
" 68 | 0.50 | | | | | 0.50 | | || | | vaddpd %zmm8, %zmm1, %zmm10 #17.18\n",
|
||
" 69 | 0.50 | | | | | 0.50 | | || | | vmulpd %zmm10, %zmm2, %zmm11 #17.25\n",
|
||
" 70 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm0, %zmm11, %zmm11 #18.38\n",
|
||
" 71 | | | | | | | | || | | * vmovaps %zmm0, %zmm29 #18.38\n",
|
||
" 72 | 2.50 | | | | | 0.50 | | || | | vrcp14pd %zmm11, %zmm13 #18.38\n",
|
||
" 73 | 0.50 | | 0.50 0.50 | 0.50 0.50 | | 0.50 | | || | | vfnmadd213pd .L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11 #18.38\n",
|
||
" 74 | | | | | | 1.00 | | || | | vfpclasspd $30, %zmm13, %k0 #18.38\n",
|
||
" 75 | 0.50 | | | | | 0.50 | | || | | vmulpd %zmm11, %zmm11, %zmm12 #18.38\n",
|
||
" 76 | 1.00 | | | | | | | || | | knotw %k0, %k1 #18.38\n",
|
||
" 77 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm13, %zmm11, %zmm13{%k1} #18.38\n",
|
||
" 78 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm13, %zmm12, %zmm13{%k1} #18.38\n",
|
||
" 79 | 0.50 | | | | | 0.50 | | || | | vfmadd231pd %zmm4, %zmm13, %zmm6 #18.38\n",
|
||
" 80 | 0.00 | 1.00 | | | | 0.00 | | || | | vpaddd %ymm5, %ymm14, %ymm20 #17.9\n",
|
||
" 81 | 0.50 | | | | | 1.50 | | || 7.0 | | vcvtdq2pd %ymm14, %zmm15 #17.14\n",
|
||
" 82 | 0.50 | | | | | 0.50 | | || 4.0 | | vaddpd %zmm15, %zmm1, %zmm16 #17.18\n",
|
||
" 83 | 0.50 | | | | | 0.50 | | || 4.0 | | vmulpd %zmm16, %zmm2, %zmm17 #17.25\n",
|
||
" 84 | 0.50 | | | | | 0.50 | | || 4.0 | | vfmadd213pd %zmm0, %zmm17, %zmm17 #18.38\n",
|
||
" 85 | 2.50 | | | | | 0.50 | | || 8.0 | | vrcp14pd %zmm17, %zmm19 #18.38\n",
|
||
" 86 | 0.50 | | 0.50 0.50 | 0.50 0.50 | | 0.50 | | || 4.0 | | vfnmadd213pd .L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17 #18.38\n",
|
||
" 87 | | | | | | 1.00 | | || | | vfpclasspd $30, %zmm19, %k2 #18.38\n",
|
||
" 88 | 0.50 | | | | | 0.50 | | || 4.0 | | vmulpd %zmm17, %zmm17, %zmm18 #18.38\n",
|
||
" 89 | 1.00 | | | | | | | || | | knotw %k2, %k3 #18.38\n",
|
||
" 90 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm19, %zmm17, %zmm19{%k3} #18.38\n",
|
||
" 91 | 0.50 | | | | | 0.50 | | || 4.0 | | vfmadd213pd %zmm19, %zmm18, %zmm19{%k3} #18.38\n",
|
||
" 92 | 0.50 | | | | | 0.50 | | || 4.0 | 4.0 | vfmadd231pd %zmm4, %zmm19, %zmm3 #18.38\n",
|
||
" 93 | 0.00 | 1.00 | | | | 0.00 | | || | | vpaddd %ymm5, %ymm20, %ymm26 #17.9\n",
|
||
" 94 | 0.50 | | | | | 1.50 | | || | | vcvtdq2pd %ymm20, %zmm21 #17.14\n",
|
||
" 95 | 0.50 | | | | | 0.50 | | || | | vaddpd %zmm21, %zmm1, %zmm22 #17.18\n",
|
||
" 96 | 0.50 | | | | | 0.50 | | || | | vmulpd %zmm22, %zmm2, %zmm23 #17.25\n",
|
||
" 97 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm0, %zmm23, %zmm23 #18.38\n",
|
||
" 98 | 2.50 | | | | | 0.50 | | || | | vrcp14pd %zmm23, %zmm25 #18.38\n",
|
||
" 99 | 0.50 | | 0.50 0.50 | 0.50 0.50 | | 0.50 | | || | | vfnmadd213pd .L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23 #18.38\n",
|
||
" 100 | | | | | | 1.00 | | || | | vfpclasspd $30, %zmm25, %k4 #18.38\n",
|
||
" 101 | 0.50 | | | | | 0.50 | | || | | vmulpd %zmm23, %zmm23, %zmm24 #18.38\n",
|
||
" 102 | 1.00 | | | | | | | || | | knotw %k4, %k5 #18.38\n",
|
||
" 103 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm25, %zmm23, %zmm25{%k5} #18.38\n",
|
||
" 104 | 0.50 | | | | | 0.50 | | || | | vfmadd213pd %zmm25, %zmm24, %zmm25{%k5} #18.38\n",
|
||
" 105 | 0.50 | | | | | 0.50 | | || | | vfmadd231pd %zmm4, %zmm25, %zmm6 #18.38\n",
|
||
" 106 | 0.50 | | | | | 1.50 | | || | | vcvtdq2pd %ymm26, %zmm27 #17.14\n",
|
||
" 107 | 0.00 | 1.00 | | | | 0.00 | | || | | vpaddd %ymm5, %ymm26, %ymm9 #17.9\n",
|
||
" 108 | 0.50 | | | | | 0.50 | | || | | vaddpd %zmm27, %zmm1, %zmm28 #17.18\n",
|
||
" 109 | 0.50 | | | | | 0.50 | | || | | vmulpd %zmm28, %zmm2, %zmm8 #17.25\n",
|
||
" 110 | 0.50 | | | | | 0.50 | | || | | vfmadd231pd %zmm8, %zmm8, %zmm29 #18.38\n",
|
||
" 111 | 2.50 | | | | | 0.50 | | || | | vrcp14pd %zmm29, %zmm31 #18.38\n",
|
||
" 112 | 0.50 | | 0.50 0.50 | 0.50 0.50 | | 0.50 | | || | | vfnmadd213pd .L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29 #18.38\n",
|
||
" 113 | | | | | | 1.00 | | || | | vfpclasspd $30, %zmm31, %k6 #18.38\n",
|
||
" 114 | 0.00 | | | | | 1.00 | | || | | vmulpd %zmm29, %zmm29, %zmm30 #18.38\n",
|
||
" 115 | 1.00 | | | | | | | || | | knotw %k6, %k7 #18.38\n",
|
||
" 116 | 0.00 | | | | | 1.00 | | || | | vfmadd213pd %zmm31, %zmm29, %zmm31{%k7} #18.38\n",
|
||
" 117 | 0.00 | | | | | 1.00 | | || | | vfmadd213pd %zmm31, %zmm30, %zmm31{%k7} #18.38\n",
|
||
" 118 | 0.00 | | | | | 1.00 | | || 0.0 | 4.0 | vfmadd231pd %zmm4, %zmm31, %zmm3 #18.38\n",
|
||
" 119 | 0.00 | 0.34 | | | | 0.00 | 0.66 | || | | cmpl %edx, %ecx #16.5\n",
|
||
" 120 | 0.00 | | | | | | 1.00 | || | | jb ..B1.4 # Prob 82% #16.5\n",
|
||
"\n",
|
||
" 30.0 4.34 2.00 2.00 2.00 2.00 30.0 2.66 44 8.0 \n",
|
||
"\n",
|
||
"\n",
|
||
"Loop-Carried Dependencies Analysis Report\n",
|
||
"-----------------------------------------\n",
|
||
" 92 | 8.0 | vfmadd231pd %zmm4, %zmm19, %zmm3 #18.38| [92, 118]\n",
|
||
" 79 | 8.0 | vfmadd231pd %zmm4, %zmm13, %zmm6 #18.38| [79, 105]\n",
|
||
" 66 | 4.0 | vpaddd %ymm5, %ymm9, %ymm14 #17.9| [66, 80, 93, 107]\n",
|
||
" 65 | 1.0 | addl $32, %ecx #16.5| [65]\n",
|
||
"</pre>"
|
||
],
|
||
"text/plain": [
|
||
"<IPython.core.display.HTML object>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<pre style=\"white-space: pre !important;\">Iterations: 100\n",
|
||
"Instructions: 5600\n",
|
||
"Total Cycles: 3585\n",
|
||
"Total uOps: 7200\n",
|
||
"\n",
|
||
"Dispatch Width: 6\n",
|
||
"uOps Per Cycle: 2.01\n",
|
||
"IPC: 1.56\n",
|
||
"Block RThroughput: 18.0\n",
|
||
"\n",
|
||
"\n",
|
||
"Instruction Info:\n",
|
||
"[1]: #uOps\n",
|
||
"[2]: Latency\n",
|
||
"[3]: RThroughput\n",
|
||
"[4]: MayLoad\n",
|
||
"[5]: MayStore\n",
|
||
"[6]: HasSideEffects (U)\n",
|
||
"\n",
|
||
"[1] [2] [3] [4] [5] [6] Instructions:\n",
|
||
" 1 1 0.25 addl\t$32, %ecx\n",
|
||
" 1 1 0.33 vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
" 2 7 1.00 vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
" 1 4 0.50 vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
" 1 4 0.50 vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
" 1 1 0.33 vmovaps\t%zmm0, %zmm29\n",
|
||
" 3 4 2.00 vrcp14pd\t%zmm11, %zmm13\n",
|
||
" 2 11 0.50 * vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
" 1 4 1.00 vfpclasspd\t$30, %zmm13, %k0\n",
|
||
" 1 4 0.50 vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
" 1 1 1.00 knotw\t%k0, %k1\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
" 1 4 0.50 vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
" 1 1 0.33 vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
" 2 7 1.00 vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
" 1 4 0.50 vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
" 1 4 0.50 vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
" 3 4 2.00 vrcp14pd\t%zmm17, %zmm19\n",
|
||
" 2 11 0.50 * vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
" 1 4 1.00 vfpclasspd\t$30, %zmm19, %k2\n",
|
||
" 1 4 0.50 vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
" 1 1 1.00 knotw\t%k2, %k3\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
" 1 4 0.50 vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
" 1 1 0.33 vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
" 2 7 1.00 vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
" 1 4 0.50 vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
" 1 4 0.50 vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
" 3 4 2.00 vrcp14pd\t%zmm23, %zmm25\n",
|
||
" 2 11 0.50 * vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
" 1 4 1.00 vfpclasspd\t$30, %zmm25, %k4\n",
|
||
" 1 4 0.50 vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
" 1 1 1.00 knotw\t%k4, %k5\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
" 1 4 0.50 vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
" 2 7 1.00 vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
" 1 1 0.33 vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
" 1 4 0.50 vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
" 1 4 0.50 vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
" 1 4 0.50 vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
" 3 4 2.00 vrcp14pd\t%zmm29, %zmm31\n",
|
||
" 2 11 0.50 * vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
" 1 4 1.00 vfpclasspd\t$30, %zmm31, %k6\n",
|
||
" 1 4 0.50 vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
" 1 1 1.00 knotw\t%k6, %k7\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
" 1 4 0.50 vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
" 1 4 0.50 vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
" 1 1 0.25 cmpl\t%edx, %ecx\n",
|
||
" 1 1 0.50 jb\t..B1.4\n",
|
||
"\n",
|
||
"\n",
|
||
"Resources:\n",
|
||
"[0] - SKXDivider\n",
|
||
"[1] - SKXFPDivider\n",
|
||
"[2] - SKXPort0\n",
|
||
"[3] - SKXPort1\n",
|
||
"[4] - SKXPort2\n",
|
||
"[5] - SKXPort3\n",
|
||
"[6] - SKXPort4\n",
|
||
"[7] - SKXPort5\n",
|
||
"[8] - SKXPort6\n",
|
||
"[9] - SKXPort7\n",
|
||
"\n",
|
||
"\n",
|
||
"Resource pressure per iteration:\n",
|
||
"[0] [1] [2] [3] [4] [5] [6] [7] [8] [9] \n",
|
||
" - - 31.17 5.72 2.00 2.00 - 29.10 2.01 - \n",
|
||
"\n",
|
||
"Resource pressure by instruction:\n",
|
||
"[0] [1] [2] [3] [4] [5] [6] [7] [8] [9] Instructions:\n",
|
||
" - - - 0.80 - - - 0.19 0.01 - addl\t$32, %ecx\n",
|
||
" - - 0.07 0.92 - - - 0.01 - - vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
" - - 1.00 - - - - 1.00 - - vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
" - - 0.42 - - - - 0.58 - - vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
" - - 0.51 - - - - 0.49 - - vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
" - - 0.45 - - - - 0.55 - - vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
" - - - 1.00 - - - - - - vmovaps\t%zmm0, %zmm29\n",
|
||
" - - 2.00 - - - - 1.00 - - vrcp14pd\t%zmm11, %zmm13\n",
|
||
" - - 0.40 - - 1.00 - 0.60 - - vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
" - - - - - - - 1.00 - - vfpclasspd\t$30, %zmm13, %k0\n",
|
||
" - - 0.49 - - - - 0.51 - - vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
" - - 1.00 - - - - - - - knotw\t%k0, %k1\n",
|
||
" - - 0.44 - - - - 0.56 - - vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
" - - 0.54 - - - - 0.46 - - vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
" - - 0.70 - - - - 0.30 - - vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
" - - - 1.00 - - - - - - vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
" - - 1.00 - - - - 1.00 - - vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
" - - 0.48 - - - - 0.52 - - vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
" - - 0.42 - - - - 0.58 - - vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
" - - 0.32 - - - - 0.68 - - vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
" - - 2.00 - - - - 1.00 - - vrcp14pd\t%zmm17, %zmm19\n",
|
||
" - - 0.32 - 1.00 - - 0.68 - - vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
" - - - - - - - 1.00 - - vfpclasspd\t$30, %zmm19, %k2\n",
|
||
" - - 0.47 - - - - 0.53 - - vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
" - - 1.00 - - - - - - - knotw\t%k2, %k3\n",
|
||
" - - 0.53 - - - - 0.47 - - vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
" - - 0.54 - - - - 0.46 - - vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
" - - 0.57 - - - - 0.43 - - vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
" - - - 1.00 - - - - - - vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
" - - 1.00 - - - - 1.00 - - vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
" - - 0.52 - - - - 0.48 - - vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
" - - 0.47 - - - - 0.53 - - vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
" - - 0.48 - - - - 0.52 - - vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
" - - 2.00 - - - - 1.00 - - vrcp14pd\t%zmm23, %zmm25\n",
|
||
" - - 0.40 - - 1.00 - 0.60 - - vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
" - - - - - - - 1.00 - - vfpclasspd\t$30, %zmm25, %k4\n",
|
||
" - - 0.53 - - - - 0.47 - - vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
" - - 1.00 - - - - - - - knotw\t%k4, %k5\n",
|
||
" - - 0.42 - - - - 0.58 - - vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
" - - 0.54 - - - - 0.46 - - vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
" - - 0.60 - - - - 0.40 - - vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
" - - 1.00 - - - - 1.00 - - vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
" - - - 1.00 - - - - - - vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
" - - 0.26 - - - - 0.74 - - vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
" - - 0.47 - - - - 0.53 - - vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
" - - 0.34 - - - - 0.66 - - vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
" - - 2.00 - - - - 1.00 - - vrcp14pd\t%zmm29, %zmm31\n",
|
||
" - - 0.34 - 1.00 - - 0.66 - - vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
" - - - - - - - 1.00 - - vfpclasspd\t$30, %zmm31, %k6\n",
|
||
" - - 0.52 - - - - 0.48 - - vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
" - - 1.00 - - - - - - - knotw\t%k6, %k7\n",
|
||
" - - 0.47 - - - - 0.53 - - vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
" - - 0.48 - - - - 0.52 - - vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
" - - 0.66 - - - - 0.34 - - vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
" - - - - - - - - 1.00 - cmpl\t%edx, %ecx\n",
|
||
" - - - - - - - - 1.00 - jb\t..B1.4\n",
|
||
"\n",
|
||
"\n",
|
||
"Timeline view:\n",
|
||
" 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 \n",
|
||
"Index 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 0123456789 012345678\n",
|
||
"\n",
|
||
"[0,0] DeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . addl\t$32, %ecx\n",
|
||
"[0,1] DeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
"[0,2] D=eeeeeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
"[0,3] D========eeeeER. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
"[0,4] D============eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
"[0,5] .D===============eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
"[0,6] .DeE------------------R . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vmovaps\t%zmm0, %zmm29\n",
|
||
"[0,7] .D===================eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm11, %zmm13\n",
|
||
"[0,8] . D======================eeeeeeeeeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
"[0,9] . D======================eeeeE-------R . . . . . . . . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm13, %k0\n",
|
||
"[0,10] . D=================================eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
"[0,11] . D==========================eE----------R . . . . . . . . . . . . . . . . . . . . . . . . . . knotw\t%k0, %k1\n",
|
||
"[0,12] . D=================================eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
"[0,13] . D====================================eeeeER . . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
"[0,14] . D========================================eeeeER. . . . . . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
"[0,15] . DeE-------------------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
"[0,16] . DeeeeeeeE-------------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
"[0,17] . D=======eeeeE---------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
"[0,18] . D==========eeeeE-----------------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
"[0,19] . D==============eeeeE-------------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
"[0,20] . D==================eeeeE---------------------R. . . . . . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm17, %zmm19\n",
|
||
"[0,21] . D=====================eeeeeeeeeeeE----------R. . . . . . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
"[0,22] . D======================eeeeE----------------R. . . . . . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm19, %k2\n",
|
||
"[0,23] . D================================eeeeE------R. . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
"[0,24] . D==========================eE---------------R. . . . . . . . . . . . . . . . . . . . . . . . . knotw\t%k2, %k3\n",
|
||
"[0,25] . D================================eeeeE------R. . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
"[0,26] . .D===================================eeeeE--R. . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
"[0,27] . .D=======================================eeeeER . . . . . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
"[0,28] . .DeE------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
"[0,29] . .DeeeeeeeE------------------------------------R . . . . . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
"[0,30] . .D=======eeeeE--------------------------------R . . . . . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
"[0,31] . . D==========eeeeE----------------------------R . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
"[0,32] . . D==============eeeeE------------------------R . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
"[0,33] . . D==================eeeeE--------------------R . . . . . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm23, %zmm25\n",
|
||
"[0,34] . . D=====================eeeeeeeeeeeE---------R . . . . . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
"[0,35] . . D=====================eeeeE----------------R . . . . . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm25, %k4\n",
|
||
"[0,36] . . D================================eeeeE-----R . . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
"[0,37] . . D==========================eE--------------R . . . . . . . . . . . . . . . . . . . . . . . . knotw\t%k4, %k5\n",
|
||
"[0,38] . . D================================eeeeE-----R . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
"[0,39] . . D===================================eeeeE-R . . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
"[0,40] . . D=======================================eeeeER. . . . . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
"[0,41] . . DeeeeeeeE------------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
"[0,42] . . DeE------------------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
"[0,43] . . D=======eeeeE--------------------------------R. . . . . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
"[0,44] . . D=============eeeeE-------------------------R. . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
"[0,45] . . D=================eeeeE---------------------R. . . . . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
"[0,46] . . D======================eeeeE----------------R. . . . . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm29, %zmm31\n",
|
||
"[0,47] . . .D=========================eeeeeeeeeeeE-----R. . . . . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
"[0,48] . . .D=========================eeeeE------------R. . . . . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm31, %k6\n",
|
||
"[0,49] . . .D====================================eeeeE-R. . . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
"[0,50] . . .D==============================eE----------R. . . . . . . . . . . . . . . . . . . . . . . . knotw\t%k6, %k7\n",
|
||
"[0,51] . . .D====================================eeeeE-R. . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
"[0,52] . . . D=======================================eeeeER . . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
"[0,53] . . . D===========================================eeeeER . . . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
"[0,54] . . . DeE----------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . cmpl\t%edx, %ecx\n",
|
||
"[0,55] . . . D=eE---------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . jb\t..B1.4\n",
|
||
"[1,0] . . . DeE----------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . addl\t$32, %ecx\n",
|
||
"[1,1] . . . DeE----------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
"[1,2] . . . D==eeeeeeeE-------------------------------------R . . . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
"[1,3] . . . D===============eeeeE---------------------------R . . . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
"[1,4] . . . D====================eeeeE----------------------R . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
"[1,5] . . . D=========================eeeeE-----------------R . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
"[1,6] . . . DeE---------------------------------------------R . . . . . . . . . . . . . . . . . . . . . . vmovaps\t%zmm0, %zmm29\n",
|
||
"[1,7] . . . D============================eeeeE-------------R . . . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm11, %zmm13\n",
|
||
"[1,8] . . . D================================eeeeeeeeeeeE--R . . . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
"[1,9] . . . D================================eeeeE---------R . . . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm13, %k0\n",
|
||
"[1,10] . . . D==========================================eeeeER . . . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
"[1,11] . . . D====================================eE---------R . . . . . . . . . . . . . . . . . . . . . . knotw\t%k0, %k1\n",
|
||
"[1,12] . . . D==========================================eeeeER . . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
"[1,13] . . . D==============================================eeeeER . . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
"[1,14] . . . D==================================================eeeeER . . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
"[1,15] . . . DeE-----------------------------------------------------R . . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
"[1,16] . . . .D===eeeeeeeE-------------------------------------------R . . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
"[1,17] . . . .D==============eeeeE-----------------------------------R . . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
"[1,18] . . . .D==================eeeeE-------------------------------R . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
"[1,19] . . . .D======================eeeeE---------------------------R . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
"[1,20] . . . . D================================eeeeE----------------R . . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm17, %zmm19\n",
|
||
"[1,21] . . . . D====================================eeeeeeeeeeeE-----R . . . . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
"[1,22] . . . . D=====================================eeeeE-----------R . . . . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm19, %k2\n",
|
||
"[1,23] . . . . D==============================================eeeeE-R . . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
"[1,24] . . . . D========================================eE----------R . . . . . . . . . . . . . . . . . . . . knotw\t%k2, %k3\n",
|
||
"[1,25] . . . . D==============================================eeeeE-R . . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
"[1,26] . . . . D==================================================eeeeER. . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
"[1,27] . . . . D======================================================eeeeER . . . . . . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
"[1,28] . . . . DeE---------------------------------------------------------R . . . . . . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
"[1,29] . . . . D=================================eeeeeeeE-----------------R . . . . . . . . . . . . . . . . . . . vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
"[1,30] . . . . D========================================eeeeE-------------R . . . . . . . . . . . . . . . . . . . vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
"[1,31] . . . . D===========================================eeeeE---------R . . . . . . . . . . . . . . . . . . . vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
"[1,32] . . . . .D==============================================eeeeE-----R . . . . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
"[1,33] . . . . . D=================================================eeeeE-R . . . . . . . . . . . . . . . . . . . vrcp14pd\t%zmm23, %zmm25\n",
|
||
"[1,34] . . . . . D====================================================eeeeeeeeeeeER . . . . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
"[1,35] . . . . . D===================================================eeeeE-------R . . . . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm25, %k4\n",
|
||
"[1,36] . . . . . D=============================================================eeeeER . . . . . . . . . . . . . . . . vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
"[1,37] . . . . . D======================================================eE----------R . . . . . . . . . . . . . . . . knotw\t%k4, %k5\n",
|
||
"[1,38] . . . . . .D============================================================eeeeER . . . . . . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
"[1,39] . . . . . . D===============================================================eeeeER . . . . . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
"[1,40] . . . . . . D==================================================================eeeeER . . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
"[1,41] . . . . . . D============================eeeeeeeE-----------------------------------R . . . . . . . . . . . . . . vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
"[1,42] . . . . . . DeE--------------------------------------------------------------------R . . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
"[1,43] . . . . . . D==================================eeeeE-------------------------------R . . . . . . . . . . . . . . vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
"[1,44] . . . . . . D=====================================eeeeE---------------------------R . . . . . . . . . . . . . . vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
"[1,45] . . . . . . D===========================================eeeeE---------------------R . . . . . . . . . . . . . . vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
"[1,46] . . . . . . D===============================================eeeeE-----------------R . . . . . . . . . . . . . . vrcp14pd\t%zmm29, %zmm31\n",
|
||
"[1,47] . . . . . . .D==================================================eeeeeeeeeeeE------R . . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
"[1,48] . . . . . . . D=================================================eeeeE-------------R . . . . . . . . . . . . . . vfpclasspd\t$30, %zmm31, %k6\n",
|
||
"[1,49] . . . . . . . D===========================================================eeeeE--R . . . . . . . . . . . . . . vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
"[1,50] . . . . . . . D=====================================================eE----------R . . . . . . . . . . . . . . knotw\t%k6, %k7\n",
|
||
"[1,51] . . . . . . . D==========================================================eeeeE-R . . . . . . . . . . . . . . vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
"[1,52] . . . . . . . D==============================================================eeeeER . . . . . . . . . . . . . . vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
"[1,53] . . . . . . . .D=================================================================eeeeER . . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
"[1,54] . . . . . . . .DeE--------------------------------------------------------------------R . . . . . . . . . . . . . cmpl\t%edx, %ecx\n",
|
||
"[1,55] . . . . . . . . DeE-------------------------------------------------------------------R . . . . . . . . . . . . . jb\t..B1.4\n",
|
||
"[2,0] . . . . . . . . DeE-------------------------------------------------------------------R . . . . . . . . . . . . . addl\t$32, %ecx\n",
|
||
"[2,1] . . . . . . . . D=eE------------------------------------------------------------------R . . . . . . . . . . . . . vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
"[2,2] . . . . . . . . D======================eeeeeeeE--------------------------------------R . . . . . . . . . . . . . vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
"[2,3] . . . . . . . . D==============================eeeeE---------------------------------R . . . . . . . . . . . . . vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
"[2,4] . . . . . . . . D===================================eeeeE----------------------------R . . . . . . . . . . . . . vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
"[2,5] . . . . . . . . D========================================eeeeE-----------------------R . . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
"[2,6] . . . . . . . . DeE-----------------------------------------------------------------R . . . . . . . . . . . . . vmovaps\t%zmm0, %zmm29\n",
|
||
"[2,7] . . . . . . . . D===========================================eeeeE-------------------R . . . . . . . . . . . . . vrcp14pd\t%zmm11, %zmm13\n",
|
||
"[2,8] . . . . . . . . D================================================eeeeeeeeeeeE-------R . . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
"[2,9] . . . . . . . . D================================================eeeeE-------------R . . . . . . . . . . . . . vfpclasspd\t$30, %zmm13, %k0\n",
|
||
"[2,10] . . . . . . . . D==========================================================eeeeE---R . . . . . . . . . . . . . vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
"[2,11] . . . . . . . . .D======================================================eE---------R . . . . . . . . . . . . . knotw\t%k0, %k1\n",
|
||
"[2,12] . . . . . . . . .D=========================================================eeeeE---R . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
"[2,13] . . . . . . . . . D============================================================eeeeER . . . . . . . . . . . . . vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
"[2,14] . . . . . . . . . D================================================================eeeeER . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
"[2,15] . . . . . . . . . DeE------------------------------------------------------------------R . . . . . . . . . . . . vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
"[2,16] . . . . . . . . . D==================eeeeeeeE-----------------------------------------R . . . . . . . . . . . . vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
"[2,17] . . . . . . . . . D=========================eeeeE-------------------------------------R . . . . . . . . . . . . vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
"[2,18] . . . . . . . . . D=============================eeeeE--------------------------------R . . . . . . . . . . . . vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
"[2,19] . . . . . . . . . .D=================================eeeeE---------------------------R . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
"[2,20] . . . . . . . . . . D=====================================eeeeE----------------------R . . . . . . . . . . . . vrcp14pd\t%zmm17, %zmm19\n",
|
||
"[2,21] . . . . . . . . . . D=========================================eeeeeeeeeeeE-----------R . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
"[2,22] . . . . . . . . . . D=========================================eeeeE-----------------R . . . . . . . . . . . . vfpclasspd\t$30, %zmm19, %k2\n",
|
||
"[2,23] . . . . . . . . . . D===================================================eeeeE-------R . . . . . . . . . . . . vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
"[2,24] . . . . . . . . . . D===============================================eE-------------R . . . . . . . . . . . . knotw\t%k2, %k3\n",
|
||
"[2,25] . . . . . . . . . . D=================================================eeeeE-------R . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
"[2,26] . . . . . . . . . . . D===================================================eeeeE---R . . . . . . . . . . . . vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
"[2,27] . . . . . . . . . . . D=======================================================eeeeER . . . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
"[2,28] . . . . . . . . . . . DeE---------------------------------------------------------R . . . . . . . . . . . . vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
"[2,29] . . . . . . . . . . . D============eeeeeeeE--------------------------------------R . . . . . . . . . . . . vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
"[2,30] . . . . . . . . . . . D====================eeeeE---------------------------------R . . . . . . . . . . . . vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
"[2,31] . . . . . . . . . . . D=========================eeeeE---------------------------R . . . . . . . . . . . . vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
"[2,32] . . . . . . . . . . . .D=============================eeeeE----------------------R . . . . . . . . . . . . vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
"[2,33] . . . . . . . . . . . . D==================================eeeeE----------------R . . . . . . . . . . . . vrcp14pd\t%zmm23, %zmm25\n",
|
||
"[2,34] . . . . . . . . . . . . D=====================================eeeeeeeeeeeE-----R . . . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
"[2,35] . . . . . . . . . . . . D======================================eeeeE-----------R . . . . . . . . . . . . vfpclasspd\t$30, %zmm25, %k4\n",
|
||
"[2,36] . . . . . . . . . . . . D===============================================eeeeE-R . . . . . . . . . . . . vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
"[2,37] . . . . . . . . . . . . D========================================eE----------R . . . . . . . . . . . . knotw\t%k4, %k5\n",
|
||
"[2,38] . . . . . . . . . . . . .D==============================================eeeeER . . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
"[2,39] . . . . . . . . . . . . . D=================================================eeeeER . . . . . . . . . . . vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
"[2,40] . . . . . . . . . . . . . D====================================================eeeeER . . . . . . . . . . vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
"[2,41] . . . . . . . . . . . . . D======eeeeeeeE------------------------------------------R . . . . . . . . . . vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
"[2,42] . . . . . . . . . . . . . DeE------------------------------------------------------R . . . . . . . . . . vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
"[2,43] . . . . . . . . . . . . . D===============eeeeE-----------------------------------R . . . . . . . . . . vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
"[2,44] . . . . . . . . . . . . . D========================eeeeE--------------------------R . . . . . . . . . . vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
"[2,45] . . . . . . . . . . . . . D============================eeeeE----------------------R . . . . . . . . . . vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
"[2,46] . . . . . . . . . . . . . .D======================================eeeeE-----------R . . . . . . . . . . vrcp14pd\t%zmm29, %zmm31\n",
|
||
"[2,47] . . . . . . . . . . . . . . D=========================================eeeeeeeeeeeER . . . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
"[2,48] . . . . . . . . . . . . . . D=========================================eeeeE------R . . . . . . . . . . vfpclasspd\t$30, %zmm31, %k6\n",
|
||
"[2,49] . . . . . . . . . . . . . . D===================================================eeeeER . . . . . . . . . vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
"[2,50] . . . . . . . . . . . . . . D============================================eE---------R . . . . . . . . . knotw\t%k6, %k7\n",
|
||
"[2,51] . . . . . . . . . . . . . . D==================================================eeeeER . . . . . . . . . vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
"[2,52] . . . . . . . . . . . . . . D=====================================================eeeeER. . . . . . . . . vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
"[2,53] . . . . . . . . . . . . . . .D========================================================eeeeER . . . . . . . . vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
"[2,54] . . . . . . . . . . . . . . . DeE----------------------------------------------------------R . . . . . . . . cmpl\t%edx, %ecx\n",
|
||
"[2,55] . . . . . . . . . . . . . . . DeE---------------------------------------------------------R . . . . . . . . jb\t..B1.4\n",
|
||
"[3,0] . . . . . . . . . . . . . . . DeE---------------------------------------------------------R . . . . . . . . addl\t$32, %ecx\n",
|
||
"[3,1] . . . . . . . . . . . . . . . DeE--------------------------------------------------------R . . . . . . . . vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
"[3,2] . . . . . . . . . . . . . . . D==eeeeeeeE------------------------------------------------R . . . . . . . . vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
"[3,3] . . . . . . . . . . . . . . . D=========eeeeE--------------------------------------------R . . . . . . . . vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
"[3,4] . . . . . . . . . . . . . . . D================eeeeE-------------------------------------R . . . . . . . . vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
"[3,5] . . . . . . . . . . . . . . . D===================eeeeE---------------------------------R . . . . . . . . vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
"[3,6] . . . . . . . . . . . . . . . DeE-------------------------------------------------------R . . . . . . . . vmovaps\t%zmm0, %zmm29\n",
|
||
"[3,7] . . . . . . . . . . . . . . . D===================================eeeeE-----------------R . . . . . . . . vrcp14pd\t%zmm11, %zmm13\n",
|
||
"[3,8] . . . . . . . . . . . . . . . .D======================================eeeeeeeeeeeE------R . . . . . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
"[3,9] . . . . . . . . . . . . . . . .D=======================================eeeeE------------R . . . . . . . . vfpclasspd\t$30, %zmm13, %k0\n",
|
||
"[3,10] . . . . . . . . . . . . . . . .D=================================================eeeeE--R . . . . . . . . vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
"[3,11] . . . . . . . . . . . . . . . . D===========================================eE----------R . . . . . . . . knotw\t%k0, %k1\n",
|
||
"[3,12] . . . . . . . . . . . . . . . . D===============================================eeeeE--R . . . . . . . . vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
"[3,13] . . . . . . . . . . . . . . . . D==================================================eeeeER . . . . . . . vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
"[3,14] . . . . . . . . . . . . . . . . D=====================================================eeeeER. . . . . . . vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
"[3,15] . . . . . . . . . . . . . . . . DeE--------------------------------------------------------R. . . . . . . vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
"[3,16] . . . . . . . . . . . . . . . . .D===============================eeeeeeeE------------------R. . . . . . . vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
"[3,17] . . . . . . . . . . . . . . . . .D=======================================eeeeE-------------R. . . . . . . vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
"[3,18] . . . . . . . . . . . . . . . . .D===========================================eeeeE---------R. . . . . . . vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
"[3,19] . . . . . . . . . . . . . . . . . D==============================================eeeeE-----R. . . . . . . vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
"[3,20] . . . . . . . . . . . . . . . . . D==================================================eeeeE-R. . . . . . . vrcp14pd\t%zmm17, %zmm19\n",
|
||
"[3,21] . . . . . . . . . . . . . . . . . D=====================================================eeeeeeeeeeeER. . . . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
"[3,22] . . . . . . . . . . . . . . . . . D=====================================================eeeeE------R. . . . . vfpclasspd\t$30, %zmm19, %k2\n",
|
||
"[3,23] . . . . . . . . . . . . . . . . . D==============================================================eeeeER . . . . vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
"[3,24] . . . . . . . . . . . . . . . . . .D=======================================================eE---------R . . . . knotw\t%k2, %k3\n",
|
||
"[3,25] . . . . . . . . . . . . . . . . . . D============================================================eeeeER . . . . vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
"[3,26] . . . . . . . . . . . . . . . . . . D================================================================eeeeER . . . vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
"[3,27] . . . . . . . . . . . . . . . . . . D===================================================================eeeeER . . vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
"[3,28] . . . . . . . . . . . . . . . . . . DeE----------------------------------------------------------------------R . . vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
"[3,29] . . . . . . . . . . . . . . . . . . D===========================eeeeeeeE------------------------------------R . . vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
"[3,30] . . . . . . . . . . . . . . . . . . D==================================eeeeE--------------------------------R . . vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
"[3,31] . . . . . . . . . . . . . . . . . . D======================================eeeeE----------------------------R . . vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
"[3,32] . . . . . . . . . . . . . . . . . . D=========================================eeeeE------------------------R . . vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
"[3,33] . . . . . . . . . . . . . . . . . . D=============================================eeeeE--------------------R . . vrcp14pd\t%zmm23, %zmm25\n",
|
||
"[3,34] . . . . . . . . . . . . . . . . . . .D================================================eeeeeeeeeeeE---------R . . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
"[3,35] . . . . . . . . . . . . . . . . . . .D=================================================eeeeE---------------R . . vfpclasspd\t$30, %zmm25, %k4\n",
|
||
"[3,36] . . . . . . . . . . . . . . . . . . . D==========================================================eeeeE-----R . . vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
"[3,37] . . . . . . . . . . . . . . . . . . . D====================================================eE-------------R . . knotw\t%k4, %k5\n",
|
||
"[3,38] . . . . . . . . . . . . . . . . . . . D========================================================eeeeE-----R . . vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
"[3,39] . . . . . . . . . . . . . . . . . . . D============================================================eeeeE-R . . vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
"[3,40] . . . . . . . . . . . . . . . . . . . D===============================================================eeeeER. . vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
"[3,41] . . . . . . . . . . . . . . . . . . . D======================eeeeeeeE--------------------------------------R. . vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
"[3,42] . . . . . . . . . . . . . . . . . . . .DeE-----------------------------------------------------------------R. . vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
"[3,43] . . . . . . . . . . . . . . . . . . . .D============================eeeeE----------------------------------R. . vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
"[3,44] . . . . . . . . . . . . . . . . . . . . D===============================eeeeE------------------------------R. . vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
"[3,45] . . . . . . . . . . . . . . . . . . . . D=====================================eeeeE------------------------R. . vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
"[3,46] . . . . . . . . . . . . . . . . . . . . D=========================================eeeeE--------------------R. . vrcp14pd\t%zmm29, %zmm31\n",
|
||
"[3,47] . . . . . . . . . . . . . . . . . . . . D============================================eeeeeeeeeeeE---------R. . vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
"[3,48] . . . . . . . . . . . . . . . . . . . . D===========================================eeeeE----------------R. . vfpclasspd\t$30, %zmm31, %k6\n",
|
||
"[3,49] . . . . . . . . . . . . . . . . . . . . D======================================================eeeeE-----R. . vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
"[3,50] . . . . . . . . . . . . . . . . . . . . D==============================================eE---------------R. . knotw\t%k6, %k7\n",
|
||
"[3,51] . . . . . . . . . . . . . . . . . . . . D======================================================eeeeE----R. . vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
"[3,52] . . . . . . . . . . . . . . . . . . . . .D=========================================================eeeeER. . vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
"[3,53] . . . . . . . . . . . . . . . . . . . . . D============================================================eeeeER vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
"[3,54] . . . . . . . . . . . . . . . . . . . . . DeE--------------------------------------------------------------R cmpl\t%edx, %ecx\n",
|
||
"[3,55] . . . . . . . . . . . . . . . . . . . . . DeE-------------------------------------------------------------R jb\t..B1.4\n",
|
||
"\n",
|
||
"\n",
|
||
"Average Wait times (based on the timeline view):\n",
|
||
"[0]: Executions\n",
|
||
"[1]: Average time spent waiting in a scheduler's queue\n",
|
||
"[2]: Average time spent waiting in a scheduler's queue while ready\n",
|
||
"[3]: Average time elapsed from WB until retire stage\n",
|
||
"\n",
|
||
" [0] [1] [2] [3]\n",
|
||
"0. 4 1.0 1.0 42.5 addl\t$32, %ecx\n",
|
||
"1. 4 1.3 1.3 42.0 vpaddd\t%ymm5, %ymm9, %ymm14\n",
|
||
"2. 4 7.8 7.8 30.8 vcvtdq2pd\t%ymm9, %zmm8\n",
|
||
"3. 4 16.5 1.8 26.0 vaddpd\t%zmm8, %zmm1, %zmm10\n",
|
||
"4. 4 21.8 1.3 21.8 vmulpd\t%zmm10, %zmm2, %zmm11\n",
|
||
"5. 4 25.8 0.5 18.3 vfmadd213pd\t%zmm0, %zmm11, %zmm11\n",
|
||
"6. 4 1.0 1.0 45.8 vmovaps\t%zmm0, %zmm29\n",
|
||
"7. 4 32.3 3.0 12.3 vrcp14pd\t%zmm11, %zmm13\n",
|
||
"8. 4 36.0 0.3 3.8 vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm13, %zmm11\n",
|
||
"9. 4 36.3 0.8 10.3 vfpclasspd\t$30, %zmm13, %k0\n",
|
||
"10. 4 46.5 0.0 1.3 vmulpd\t%zmm11, %zmm11, %zmm12\n",
|
||
"11. 4 40.8 1.3 9.5 knotw\t%k0, %k1\n",
|
||
"12. 4 45.8 0.0 1.3 vfmadd213pd\t%zmm13, %zmm11, %zmm13 {%k1}\n",
|
||
"13. 4 49.0 0.0 0.0 vfmadd213pd\t%zmm13, %zmm12, %zmm13 {%k1}\n",
|
||
"14. 4 52.8 0.0 0.0 vfmadd231pd\t%zmm4, %zmm13, %zmm6\n",
|
||
"15. 4 1.0 1.0 54.5 vpaddd\t%ymm5, %ymm14, %ymm20\n",
|
||
"16. 4 14.0 14.0 34.8 vcvtdq2pd\t%ymm14, %zmm15\n",
|
||
"17. 4 22.3 1.3 29.5 vaddpd\t%zmm15, %zmm1, %zmm16\n",
|
||
"18. 4 26.0 0.3 25.3 vmulpd\t%zmm16, %zmm2, %zmm17\n",
|
||
"19. 4 29.8 0.3 21.0 vfmadd213pd\t%zmm0, %zmm17, %zmm17\n",
|
||
"20. 4 35.3 2.0 15.0 vrcp14pd\t%zmm17, %zmm19\n",
|
||
"21. 4 38.8 0.0 6.5 vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm19, %zmm17\n",
|
||
"22. 4 39.3 1.0 12.5 vfpclasspd\t$30, %zmm19, %k2\n",
|
||
"23. 4 48.8 0.0 3.5 vmulpd\t%zmm17, %zmm17, %zmm18\n",
|
||
"24. 4 43.0 0.8 11.8 knotw\t%k2, %k3\n",
|
||
"25. 4 47.8 0.0 3.5 vfmadd213pd\t%zmm19, %zmm17, %zmm19 {%k3}\n",
|
||
"26. 4 51.0 0.0 1.3 vfmadd213pd\t%zmm19, %zmm18, %zmm19 {%k3}\n",
|
||
"27. 4 54.8 0.0 0.0 vfmadd231pd\t%zmm4, %zmm19, %zmm3\n",
|
||
"28. 4 1.0 1.0 56.5 vpaddd\t%ymm5, %ymm20, %ymm26\n",
|
||
"29. 4 19.0 19.0 31.8 vcvtdq2pd\t%ymm20, %zmm21\n",
|
||
"30. 4 26.3 0.3 27.5 vaddpd\t%zmm21, %zmm1, %zmm22\n",
|
||
"31. 4 30.0 0.5 23.0 vmulpd\t%zmm22, %zmm2, %zmm23\n",
|
||
"32. 4 33.5 0.3 18.8 vfmadd213pd\t%zmm0, %zmm23, %zmm23\n",
|
||
"33. 4 37.5 0.5 14.3 vrcp14pd\t%zmm23, %zmm25\n",
|
||
"34. 4 40.5 0.0 5.8 vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm25, %zmm23\n",
|
||
"35. 4 40.8 0.5 12.3 vfpclasspd\t$30, %zmm25, %k4\n",
|
||
"36. 4 50.5 0.0 2.8 vmulpd\t%zmm23, %zmm23, %zmm24\n",
|
||
"37. 4 44.0 0.5 11.8 knotw\t%k4, %k5\n",
|
||
"38. 4 49.5 0.3 2.5 vfmadd213pd\t%zmm25, %zmm23, %zmm25 {%k5}\n",
|
||
"39. 4 52.8 0.0 0.5 vfmadd213pd\t%zmm25, %zmm24, %zmm25 {%k5}\n",
|
||
"40. 4 56.0 0.0 0.0 vfmadd231pd\t%zmm4, %zmm25, %zmm6\n",
|
||
"41. 4 15.0 15.0 37.8 vcvtdq2pd\t%ymm26, %zmm27\n",
|
||
"42. 4 1.0 1.0 57.3 vpaddd\t%ymm5, %ymm26, %ymm9\n",
|
||
"43. 4 22.0 0.8 33.0 vaddpd\t%zmm27, %zmm1, %zmm28\n",
|
||
"44. 4 27.3 2.0 27.0 vmulpd\t%zmm28, %zmm2, %zmm8\n",
|
||
"45. 4 32.3 1.0 22.0 vfmadd231pd\t%zmm8, %zmm8, %zmm29\n",
|
||
"46. 4 38.0 2.0 16.0 vrcp14pd\t%zmm29, %zmm31\n",
|
||
"47. 4 41.0 0.0 5.0 vfnmadd213pd\t.L_2il0floatpacket.6(%rip){1to8}, %zmm31, %zmm29\n",
|
||
"48. 4 40.5 0.3 11.8 vfpclasspd\t$30, %zmm31, %k6\n",
|
||
"49. 4 51.0 0.0 2.0 vmulpd\t%zmm29, %zmm29, %zmm30\n",
|
||
"50. 4 44.3 0.8 11.0 knotw\t%k6, %k7\n",
|
||
"51. 4 50.5 0.5 1.5 vfmadd213pd\t%zmm31, %zmm29, %zmm31 {%k7}\n",
|
||
"52. 4 53.8 0.0 0.0 vfmadd213pd\t%zmm31, %zmm30, %zmm31 {%k7}\n",
|
||
"53. 4 57.0 0.0 0.0 vfmadd231pd\t%zmm4, %zmm31, %zmm3\n",
|
||
"54. 4 1.0 1.0 58.5 cmpl\t%edx, %ecx\n",
|
||
"55. 4 1.3 0.0 57.5 jb\t..B1.4\n",
|
||
" 4 32.5 1.6 18.4 <total>\n",
|
||
"</pre>"
|
||
],
|
||
"text/plain": [
|
||
"<IPython.core.display.HTML object>"
|
||
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|
||
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|
||
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|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"data": {
|
||
"text/html": [
|
||
"<pre style=\"white-space: pre !important;\">Intel(R) Architecture Code Analyzer Version - v3.0-28-g1ba2cbb build date: 2017-10-30;16:57:45\n",
|
||
"Analyzed File - build/SKX/icc/O3/pi.marked.o\n",
|
||
"Binary Format - 64Bit\n",
|
||
"Architecture - SKX\n",
|
||
"Analysis Type - Throughput\n",
|
||
"\n",
|
||
"Throughput Analysis Report\n",
|
||
"--------------------------\n",
|
||
"Block Throughput: 31.50 Cycles Throughput Bottleneck: Backend\n",
|
||
"Loop Count: 103\n",
|
||
"Port Binding In Cycles Per Iteration:\n",
|
||
"--------------------------------------------------------------------------------------------------\n",
|
||
"| Port | 0 - DV | 1 | 2 - D | 3 - D | 4 | 5 | 6 | 7 |\n",
|
||
"--------------------------------------------------------------------------------------------------\n",
|
||
"| Cycles | 30.0 0.0 | 4.0 | 2.0 2.0 | 2.0 2.0 | 0.0 | 30.0 | 1.0 | 0.0 |\n",
|
||
"--------------------------------------------------------------------------------------------------\n",
|
||
"\n",
|
||
"DV - Divider pipe (on port 0)\n",
|
||
"D - Data fetch pipe (on ports 2 and 3)\n",
|
||
"F - Macro Fusion with the previous instruction occurred\n",
|
||
"* - instruction micro-ops not bound to a port\n",
|
||
"^ - Micro Fusion occurred\n",
|
||
"# - ESP Tracking sync uop was issued\n",
|
||
"@ - SSE instruction followed an AVX256/AVX512 instruction, dozens of cycles penalty is expected\n",
|
||
"X - instruction not supported, was not accounted in Analysis\n",
|
||
"\n",
|
||
"| Num Of | Ports pressure in cycles | |\n",
|
||
"| Uops | 0 - DV | 1 | 2 - D | 3 - D | 4 | 5 | 6 | 7 |\n",
|
||
"-----------------------------------------------------------------------------------------\n",
|
||
"| 1 | | | | | | | 1.0 | | add ecx, 0x20\n",
|
||
"| 1 | | 1.0 | | | | | | | vpaddd ymm14, ymm9, ymm5\n",
|
||
"| 2 | 1.0 | | | | | 1.0 | | | vcvtdq2pd zmm8, ymm9\n",
|
||
"| 1 | | | | | | 1.0 | | | vaddpd zmm10, zmm1, zmm8\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm11, zmm2, zmm10\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm11, zmm11, zmm0\n",
|
||
"| 1* | | | | | | | | | vmovaps zmm29, zmm0\n",
|
||
"| 3 | 2.0 | | | | | 1.0 | | | vrcp14pd zmm13, zmm11\n",
|
||
"| 2^ | | | 1.0 1.0 | | | 1.0 | | | vfnmadd213pd zmm11, zmm13, qword ptr [rip]{1to8}\n",
|
||
"| 1 | | | | | | 1.0 | | | vfpclasspd k0, zmm13, 0x1e\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm12, zmm11, zmm11\n",
|
||
"| 1 | 1.0 | | | | | | | | knotw k1, k0\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm13{k1}, zmm11, zmm13\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd213pd zmm13{k1}, zmm12, zmm13\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd231pd zmm6, zmm13, zmm4\n",
|
||
"| 1 | | 1.0 | | | | | | | vpaddd ymm20, ymm14, ymm5\n",
|
||
"| 2 | 1.0 | | | | | 1.0 | | | vcvtdq2pd zmm15, ymm14\n",
|
||
"| 1 | 1.0 | | | | | | | | vaddpd zmm16, zmm1, zmm15\n",
|
||
"| 1 | | | | | | 1.0 | | | vmulpd zmm17, zmm2, zmm16\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd213pd zmm17, zmm17, zmm0\n",
|
||
"| 3 | 2.0 | | | | | 1.0 | | | vrcp14pd zmm19, zmm17\n",
|
||
"| 2^ | | | | 1.0 1.0 | | 1.0 | | | vfnmadd213pd zmm17, zmm19, qword ptr [rip]{1to8}\n",
|
||
"| 1 | | | | | | 1.0 | | | vfpclasspd k2, zmm19, 0x1e\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm18, zmm17, zmm17\n",
|
||
"| 1 | 1.0 | | | | | | | | knotw k3, k2\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm19{k3}, zmm17, zmm19\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm19{k3}, zmm18, zmm19\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd231pd zmm3, zmm19, zmm4\n",
|
||
"| 1 | | 1.0 | | | | | | | vpaddd ymm26, ymm20, ymm5\n",
|
||
"| 2 | 1.0 | | | | | 1.0 | | | vcvtdq2pd zmm21, ymm20\n",
|
||
"| 1 | | | | | | 1.0 | | | vaddpd zmm22, zmm1, zmm21\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm23, zmm2, zmm22\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm23, zmm23, zmm0\n",
|
||
"| 3 | 2.0 | | | | | 1.0 | | | vrcp14pd zmm25, zmm23\n",
|
||
"| 2^ | | | 1.0 1.0 | | | 1.0 | | | vfnmadd213pd zmm23, zmm25, qword ptr [rip]{1to8}\n",
|
||
"| 1 | | | | | | 1.0 | | | vfpclasspd k4, zmm25, 0x1e\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm24, zmm23, zmm23\n",
|
||
"| 1 | 1.0 | | | | | | | | knotw k5, k4\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm25{k5}, zmm23, zmm25\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd213pd zmm25{k5}, zmm24, zmm25\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd231pd zmm6, zmm25, zmm4\n",
|
||
"| 2 | 1.0 | | | | | 1.0 | | | vcvtdq2pd zmm27, ymm26\n",
|
||
"| 1 | | 1.0 | | | | | | | vpaddd ymm9, ymm26, ymm5\n",
|
||
"| 1 | 1.0 | | | | | | | | vaddpd zmm28, zmm1, zmm27\n",
|
||
"| 1 | | | | | | 1.0 | | | vmulpd zmm8, zmm2, zmm28\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd231pd zmm29, zmm8, zmm8\n",
|
||
"| 3 | 2.0 | | | | | 1.0 | | | vrcp14pd zmm31, zmm29\n",
|
||
"| 2^ | | | | 1.0 1.0 | | 1.0 | | | vfnmadd213pd zmm29, zmm31, qword ptr [rip]{1to8}\n",
|
||
"| 1 | | | | | | 1.0 | | | vfpclasspd k6, zmm31, 0x1e\n",
|
||
"| 1 | 1.0 | | | | | | | | vmulpd zmm30, zmm29, zmm29\n",
|
||
"| 1 | 1.0 | | | | | | | | knotw k7, k6\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm31{k7}, zmm29, zmm31\n",
|
||
"| 1 | | | | | | 1.0 | | | vfmadd213pd zmm31{k7}, zmm30, zmm31\n",
|
||
"| 1 | 1.0 | | | | | | | | vfmadd231pd zmm3, zmm31, zmm4\n",
|
||
"| 1* | | | | | | | | | cmp ecx, edx\n",
|
||
"| 0*F | | | | | | | | | jb 0xfffffffffffffeb3\n",
|
||
"Total Num Of Uops: 71\n",
|
||
"Analysis Notes:\n",
|
||
"Backend allocation was stalled due to unavailable allocation resources.\n",
|
||
"</pre>"
|
||
],
|
||
"text/plain": [
|
||
"<IPython.core.display.HTML object>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"df['kernel_index'] = df.OSACA_raw.map(\n",
|
||
" # ','.join(o.keys())\n",
|
||
" lambda r: tuple([l['instruction']+repr(l['operands'])\n",
|
||
" for l in r['analyzed kernel']\n",
|
||
" if l['instruction']]))\n",
|
||
"for a in archs:\n",
|
||
" print(a, 'has', len(df[df.arch == a]), 'tests, compiled to', len(set(list(df[df.arch == a]['kernel_index']))), 'unique assembly representations.')\n",
|
||
"get_info((\"SKX\", \"icc\", \"O3\", \"pi\"))"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"A total of 114 different instruction forms (different in name or operand type) found in dataset.\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"instruction_forms = reduce(\n",
|
||
" set.union,\n",
|
||
" df.OSACA_raw.map(lambda r: {l['instruction']+repr([','.join(o.keys()) for o in l['operands']])\n",
|
||
" for l in r['analyzed kernel']\n",
|
||
" if l['instruction']}))\n",
|
||
"print(\"A total of\",\n",
|
||
" len(instruction_forms),\n",
|
||
" \"different instruction forms (different in name or operand type) found in dataset.\")"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"The following plot shows the convergence of the kernel runtimes towards a minimum plataeu, which is used as ground truth and to be predicted. Noise, toxic loop lengths and runtime increases towards the right are to be expected. Double click on plot to enlarge."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 25,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false,
|
||
"scrolled": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
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\n",
|
||
"text/plain": [
|
||
"<Figure size 2200x2700 with 78 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"compiler_flags_prod = list(product(sorted(df.compiler.unique()), sorted(df.cflags_name.unique())))\n",
|
||
"linestyle_dict = {'Ofast': '-', 'O3': '--', 'O2': '-.', 'O1': ':'}\n",
|
||
"\n",
|
||
"kernels = sorted(df.kernel.unique())\n",
|
||
"fig, axs = plt.subplots(len(kernels), len(archs), figsize=(3.5*len(archs)+1,2*len(kernels)+1),\n",
|
||
" sharex=True, dpi=100, squeeze=False)\n",
|
||
"colors = list(map(list, plt.cm.get_cmap('tab20').colors))\n",
|
||
"handles = []\n",
|
||
"for ki, kernel in enumerate(kernels):\n",
|
||
" for ai, arch in enumerate(archs):\n",
|
||
" for idx, row in df.query('kernel == @kernel and arch == @arch').iterrows():\n",
|
||
" if type(row.allruns) is list:\n",
|
||
" color_index = compiler_flags_prod.index((row.compiler, row.cflags_name))\n",
|
||
" handles = axs[ki,ai].plot(\n",
|
||
" [r[0] for r in row.allruns][:1000], [r[2] for r in row.allruns][:1000],\n",
|
||
" color=colors[color_index],\n",
|
||
" linestyle=linestyle_dict[row.cflags_name],\n",
|
||
" label=str((row.compiler, row.cflags_name)))\n",
|
||
" \n",
|
||
" if ki == 0:\n",
|
||
" axs[ki,ai].set_title(arch)\n",
|
||
" elif ki == len(kernels) - 1:\n",
|
||
" axs[ki,ai].set_xlabel(\"8-byte elements\")\n",
|
||
" if ai == 0:\n",
|
||
" axs[ki,ai].set_ylabel(kernel+\"\\ncycle per it.\")\n",
|
||
" axs[ki,ai].grid(True)\n",
|
||
"fig.legend(handles=axs[0,1].lines, loc=\"lower center\", bbox_to_anchor=(0.5, 0.07), ncol=6);"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Evaluation and Statistics on Predictions\n",
|
||
"Predictions are evaluated with a relative error metric: $\\mathrm{rel. error} = (T_\\mathrm{measured} - T_\\mathrm{predicted})/T_\\mathrm{measured}$. Optimally this is to be zero. If the relative error is negative the model has *underpredicted* and failed being a lower bound model, because it predicted a faster runtime than was measured. If the realtive error is positive, the model *overpredicted*, then it is inaccurate and predicted a faster runtime than was measured. A relative prediction error larger than one would indicate a negative absolue runtime prediction and is therefore not possible.\n",
|
||
"\n",
|
||
"The following table and plot give an overview of the models relative errors in regard to the used dataset. The number of tests depend on the architecture (`icc` does not compile for `aarch64`) and model (IACA and Ithemal do not support non-Intel architectures and Ithemal fails on AVX512 instructions) used."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false,
|
||
"scrolled": true
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
" model tests +20% fit avg(relerr < 0) avg(relerr > 0) min(relerr)\n",
|
||
" +10% fit sum(relerr < 0) sum(relerr > 0) max(relerr)\n",
|
||
" not lower bound accuracy\n",
|
||
"\n",
|
||
" IACA 312 188 -0.223 0.183 -0.654 \n",
|
||
" 132 -3.786 53.853 0.892 \n",
|
||
" Ithemal 269 24 -7.772 0.310 -57.589 \n",
|
||
" 18 -1499.908 23.554 0.873 \n",
|
||
"LLVM-MCA 832 139 -0.414 0.353 -2.312 \n",
|
||
" 74 -135.076 178.715 0.954 \n",
|
||
" OSACA 832 401 -0.087 0.240 -0.575 \n",
|
||
" 297 -1.835 194.627 0.954 \n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"print(\"{:>8} {:>5} {:>8} {:>15} {:>15} {:>15}\".format(\"model\", \"tests\", \"+20% fit\", \"avg(relerr < 0)\", \"avg(relerr > 0)\", \"min(relerr)\"))\n",
|
||
"print(\"{:>8} {:>5} {:>8} {:>15} {:>15} {:>15}\".format(\"\", \"\", \"+10% fit\", \"sum(relerr < 0)\", \"sum(relerr > 0)\", \"max(relerr)\"))\n",
|
||
"print(\" \"*25+\" not lower bound accuracy\\n\")\n",
|
||
"for m in models:\n",
|
||
" line = \"{:>8} \".format(m)\n",
|
||
" line2 = \" \"*10\n",
|
||
" mr = df[df[m+'_relerr'].notna()]\n",
|
||
" # Test count\n",
|
||
" line += \"{:>5} \".format(len(mr))\n",
|
||
" line2 += \" \"*7\n",
|
||
" # Fit\n",
|
||
" line += \"{:>8} \".format(len(mr.query(\"0 < `\"+m+\"_relerr` < 0.2\")))\n",
|
||
" line2 += \"{:>8} \".format(len(mr.query(\"0 < `\"+m+\"_relerr` < 0.1\")))\n",
|
||
" # Sum relative error < 0 (bad)\n",
|
||
" relerr_neg = mr[mr[m+'_relerr'] < 0][m+'_relerr']\n",
|
||
" if len(relerr_neg):\n",
|
||
" line += \"{:>15.3f} \".format(sum(relerr_neg)/len(relerr_neg))\n",
|
||
" else:\n",
|
||
" line += \" \"*14+\"- \"\n",
|
||
" line2 += \"{:>15.3f} \".format(sum(relerr_neg))\n",
|
||
" # Sum relative error > 0 (could be better)\n",
|
||
" relerr_pos = mr[mr[m+'_relerr'] > 0][m+'_relerr']\n",
|
||
" if len(relerr_neg):\n",
|
||
" line += \"{:>15.3f} \".format(sum(relerr_pos)/len(relerr_pos))\n",
|
||
" else:\n",
|
||
" line += \" \"*14+\"- \"\n",
|
||
" line2 += \"{:>15.3f} \".format(sum(relerr_pos))\n",
|
||
" if not mr[m+'_relerr'].empty:\n",
|
||
" line += \"{:>15.3f} \".format(min(mr[m+'_relerr']))\n",
|
||
" line2 += \"{:>15.3f} \".format(max(mr[m+'_relerr']))\n",
|
||
" print(line)\n",
|
||
" print(line2)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"inner_bin_edges = list(np.arange(-1.0, 1.1, 0.1))\n",
|
||
"fig, axs = plt.subplots(1, len(models), figsize=(15, 5), sharey='all', sharex='all')\n",
|
||
"for i, m in enumerate(models):\n",
|
||
" with warnings.catch_warnings():\n",
|
||
" warnings.filterwarnings('ignore', r'All-NaN (slice|axis) encountered')\n",
|
||
" h = axs[i].hist(\n",
|
||
" [df[df.arch == a][m+'_relerr'] for a in archs if not df[df.arch == a][m+'_relerr'].isnull().all()],\n",
|
||
" bins=[-100.0]+inner_bin_edges,\n",
|
||
" stacked=True,\n",
|
||
" label=[a for a in archs if not df[df.arch == a][m+'_relerr'].isnull().all()],\n",
|
||
" )\n",
|
||
" axs[i].set_xticks([min(inner_bin_edges)-0.2] + inner_bin_edges[::5])\n",
|
||
" axs[i].set_xticks(inner_bin_edges, minor=True)\n",
|
||
" axs[i].set_xlim(min(inner_bin_edges)-0.2, max(inner_bin_edges))\n",
|
||
" axs[i].axvline(0, color='red', linestyle='--')\n",
|
||
" if i == 0:\n",
|
||
" axs[i].set_ylabel('stacked counts per bin')\n",
|
||
" axs[i].set_xlabel('relative prediction error\\n((measured - pred.)/measured)')\n",
|
||
" axs[i].set_xticklabels(['<'] + [f\"{e:.1f}\" for e in inner_bin_edges[::5]])\n",
|
||
" axs[i].set_title(m)\n",
|
||
" axs[i].grid(True)\n",
|
||
" axs[i].legend(loc='upper left')\n",
|
||
"# < 0 -> underprediction (predicted too slow), lower bound model failed\n",
|
||
"# > 0 -> overprediction (predicted too fast), higher means less accurate"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"* IACA shows the best average overprediction with about 18%. It does underpredict, but rearly. Almost two-thirds of the applicable tests are predicted within 20% of the measured runtime.\n",
|
||
"* Ithemal underpredicts most of the time and gives a reasonable prediction in in less than one-tenth of the sucessfully run test cases.\n",
|
||
"* LLVM-MCA underpredicts quite often, none the less, most overpredictions are within 0 and +50% of the measured runtime, 35% on average.\n",
|
||
"* OSACA seldomly under predicts (details on this follow below), and 46% of all test cases show a relative error of 20% or less."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false,
|
||
"scrolled": true
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
" µarch tests +20% fit avg(relerr < 0) avg(relerr > 0) min(relerr)\n",
|
||
" +10% fit sum(relerr < 0) sum(relerr > 0) max(relerr)\n",
|
||
"\n",
|
||
" IVB 156 95 -0.000 0.196 -0.000 \n",
|
||
" 69 -0.000 30.054 0.806 \n",
|
||
" SKX 156 46 -0.288 0.269 -0.575 \n",
|
||
" 36 -1.731 40.296 0.618 \n",
|
||
" ZEN 156 123 -0.000 0.117 -0.000 \n",
|
||
" 103 -0.000 18.194 0.647 \n",
|
||
" ZEN2 156 63 -0.001 0.264 -0.001 \n",
|
||
" 46 -0.001 40.977 0.552 \n",
|
||
" TX2 104 30 -0.000 0.345 -0.000 \n",
|
||
" 15 -0.002 33.794 0.954 \n",
|
||
" A64FX 104 44 -0.025 0.313 -0.080 \n",
|
||
" 28 -0.102 31.312 0.941 \n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"print(\"{:>8} {:>5} {:>8} {:>15} {:>15} {:>15}\".format(\"µarch\", \"tests\", \"+20% fit\", \"avg(relerr < 0)\", \"avg(relerr > 0)\", \"min(relerr)\"))\n",
|
||
"print(\"{:>8} {:>5} {:>8} {:>15} {:>15} {:>15}\\n\".format(\"\", \"\", \"+10% fit\", \"sum(relerr < 0)\", \"sum(relerr > 0)\", \"max(relerr)\"))\n",
|
||
"for a in archs:\n",
|
||
" m = 'OSACA'\n",
|
||
" line = \"{:>8} \".format(a)\n",
|
||
" line2 = \" \"*10\n",
|
||
" mr = df[df[m+'_relerr'].notna()][df.arch == a]\n",
|
||
" # Test count\n",
|
||
" line += \"{:>5} \".format(len(mr))\n",
|
||
" line2 += \" \"*7\n",
|
||
" # Fit\n",
|
||
" line += \"{:>8} \".format(len(mr.query(\"0 < `\"+m+\"_relerr` < 0.2\")))\n",
|
||
" line2 += \"{:>8} \".format(len(mr.query(\"0 < `\"+m+\"_relerr` < 0.1\")))\n",
|
||
" # Sum relative error < 0 (bad)\n",
|
||
" relerr_neg = mr[mr[m+'_relerr'] < 0][m+'_relerr']\n",
|
||
" if len(relerr_neg):\n",
|
||
" line += \"{:>15.3f} \".format(sum(relerr_neg)/len(relerr_neg))\n",
|
||
" else:\n",
|
||
" line += \" \"*14+\"- \"\n",
|
||
" line2 += \"{:>15.3f} \".format(sum(relerr_neg))\n",
|
||
" # Sum relative error > 0 (could be better)\n",
|
||
" relerr_pos = mr[mr[m+'_relerr'] > 0][m+'_relerr']\n",
|
||
" if len(relerr_neg):\n",
|
||
" line += \"{:>15.3f} \".format(sum(relerr_pos)/len(relerr_pos))\n",
|
||
" else:\n",
|
||
" line += \" \"*14+\"- \"\n",
|
||
" line2 += \"{:>15.3f} \".format(sum(relerr_pos))\n",
|
||
" if not mr[m+'_relerr'].empty:\n",
|
||
" line += \"{:>15.3f} \".format(min(mr[m+'_relerr']))\n",
|
||
" line2 += \"{:>15.3f} \".format(max(mr[m+'_relerr']))\n",
|
||
" print(line)\n",
|
||
" print(line2)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"This breakdown of OSACA predictions by archiecture reveals that IVB and ZEN are best predicted and TX2 and A64FX worst."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Intel Ivy Bridge (IVB) and Skylake X (SKX)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false,
|
||
"scrolled": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 2000x900 with 8 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"inner_bin_edges = list(np.arange(-1.0, 1.1, 0.1))\n",
|
||
"colors = list(map(list, plt.cm.get_cmap('tab20').colors))\n",
|
||
"fig, axs = plt.subplots(2, len(models), figsize=(20, 9), sharey='all', sharex='all')\n",
|
||
"for j, a in enumerate(['IVB', 'SKX']):\n",
|
||
" for i, m in enumerate(models):\n",
|
||
" h = axs[j,i].hist(\n",
|
||
" [df[df.arch == a][m+'_relerr'][df.kernel == k] for k in kernels],\n",
|
||
" bins=[-100.0]+inner_bin_edges,\n",
|
||
" stacked=True,\n",
|
||
" label=kernels,\n",
|
||
" color=colors[:len(kernels)]\n",
|
||
" )\n",
|
||
" axs[j,i].set_xticks([min(inner_bin_edges)-0.2] + inner_bin_edges[::5])\n",
|
||
" axs[j,i].set_xticks(inner_bin_edges, minor=True)\n",
|
||
" axs[j,i].set_xlim(min(inner_bin_edges)-0.2, max(inner_bin_edges))\n",
|
||
" axs[j,i].axvline(0, color='red', linestyle='--')\n",
|
||
" if i == 0:\n",
|
||
" axs[j,i].set_ylabel('stacked counts per bin')\n",
|
||
" axs[j,i].set_yticks(range(0, 81, 10))\n",
|
||
" if j == axs.shape[0]-1:\n",
|
||
" axs[j,i].set_xlabel('relative prediction error\\n((measured - pred.)/measured)')\n",
|
||
" axs[j,i].set_xticklabels(['<'] + [f\"{e:.1f}\" for e in inner_bin_edges[::5]])\n",
|
||
" axs[j,i].set_title(m+\" for \"+a)\n",
|
||
" axs[j,i].grid(True)\n",
|
||
"fig.legend(h[2], kernels, ncol=7, loc=\"lower center\", bbox_to_anchor=(.5, -0.02));\n",
|
||
"# < 0 -> underprediction (predicted too slow), lower bound model failed\n",
|
||
"# > 0 -> overprediction (predicted too fast), higher means less accurate"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Predictions on Skylake are challenging to both LLVM-MCA and OSACA, while IACA gives good results. Looking at individual IACA prediction reports quickly reveals that IACA assumes many of the more-than-20%-off OSACA predictions to be bound by a frontend bottleneck. Since frontend bottlenecks are not modled by OSACA, this is to be expected. While this does not explain the whole discrepancy, some can be accounted to this, as shown in the following plot."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1500x500 with 3 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"inner_bin_edges = list(np.arange(-0.2, 1.1, 0.1))\n",
|
||
"df['IACA_frontend'] = df.IACA_raw.map(lambda r: \"FrontEnd\" in r['output'], na_action='ignore')\n",
|
||
"df.IACA_frontend.fillna(False, inplace=True)\n",
|
||
"fig, axs = plt.subplots(1, 3, figsize=(15, 5), sharey=True)\n",
|
||
"\n",
|
||
"axs[0].hist(\n",
|
||
" [df[df.arch == \"SKX\"]['IACA_relerr'][df.IACA_frontend == b] for b in [True, False]],\n",
|
||
" bins=[-100.0]+inner_bin_edges,\n",
|
||
" stacked=True,\n",
|
||
")\n",
|
||
"axs[0].set_ylabel(\"stacked counts per bin (10% width)\")\n",
|
||
"axs[0].set_title(\"IACA\")\n",
|
||
"\n",
|
||
"axs[1].hist(\n",
|
||
" [df[df.arch == \"SKX\"]['LLVM-MCA_relerr'][df.IACA_frontend == b] for b in [True, False]],\n",
|
||
" bins=[-100.0]+inner_bin_edges,\n",
|
||
" stacked=True,\n",
|
||
")\n",
|
||
"axs[1].set_title(\"LLVM-MCA\")\n",
|
||
"\n",
|
||
"\n",
|
||
"h = axs[2].hist(\n",
|
||
" [df[df.arch == \"SKX\"]['OSACA_relerr'][df.IACA_frontend == b] for b in [True, False]],\n",
|
||
" bins=[-100.0]+inner_bin_edges,\n",
|
||
" stacked=True,\n",
|
||
")\n",
|
||
"axs[2].set_title(\"OSACA\")\n",
|
||
"\n",
|
||
"for i in range(3):\n",
|
||
" axs[i].axvline(0, color='red', linestyle='--')\n",
|
||
" axs[i].set_xticks([min(inner_bin_edges)-0.2] + inner_bin_edges[::2])\n",
|
||
" axs[i].set_xticks(inner_bin_edges, minor=True)\n",
|
||
" axs[i].set_xticklabels(['<'] + [f\"{e:.1f}\" for e in inner_bin_edges[::2]])\n",
|
||
" axs[i].set_xlim(min(inner_bin_edges)-0.2, max(inner_bin_edges))\n",
|
||
" axs[i].set_xlabel(\"relative prediction error\")\n",
|
||
"fig.legend(h[2], [\"frontend\", \"other\"], title=\"IACA bottleneck\");"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## AMD Zen and Zen2"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 15,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1000x1000 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"inner_bin_edges = list(np.arange(-1.0, 1.1, 0.1))\n",
|
||
"colors = list(map(list, plt.cm.get_cmap('tab20').colors))\n",
|
||
"fig, axs = plt.subplots(2, 2, figsize=(10,10), sharey='all', sharex='all')\n",
|
||
"for j, a in enumerate(['ZEN', 'ZEN2']):\n",
|
||
" for i, m in enumerate(['LLVM-MCA','OSACA']):\n",
|
||
" h = axs[j,i].hist(\n",
|
||
" [df[df.arch == a][m+'_relerr'][df.kernel == k] for k in kernels],\n",
|
||
" bins=[-100.0]+inner_bin_edges+[100.0],\n",
|
||
" stacked=True,\n",
|
||
" label=kernels,\n",
|
||
" color=colors[:len(kernels)],\n",
|
||
" )\n",
|
||
" axs[j,i].set_xticks([min(inner_bin_edges)-0.2] + inner_bin_edges[::5])\n",
|
||
" axs[j,i].set_xticks(inner_bin_edges, minor=True)\n",
|
||
" axs[j,i].set_xlim(min(inner_bin_edges)-0.2, max(inner_bin_edges))\n",
|
||
" axs[j,i].axvline(0, color='red', linestyle='--')\n",
|
||
" if i == 0:\n",
|
||
" axs[j,i].set_ylabel('stacked counts')\n",
|
||
" if j == axs.shape[0]-1:\n",
|
||
" axs[j,i].set_xlabel('relative prediction error\\n((measured - pred.)/measured)')\n",
|
||
" axs[j,i].set_xticklabels(['<'] + [f\"{e:.1f}\" for e in inner_bin_edges[::5]])\n",
|
||
" axs[j,i].set_title(m+\" for \"+a)\n",
|
||
" axs[j,i].grid(True)\n",
|
||
"fig.legend(h[2], kernels, ncol=7, loc=\"lower center\", bbox_to_anchor=(.5, -0.01));\n",
|
||
"# < 0 -> underprediction (predicted too slow), lower bound model failed\n",
|
||
"# > 0 -> overprediction (predicted too fast), higher means less accurate"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"Kernels on the Zen architecture are very well predicted. What stands out, are the 3d-27pt kernels with more than 40% relative error:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 16,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false
|
||
},
|
||
"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></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th>instruction count</th>\n",
|
||
" <th>best_runtime</th>\n",
|
||
" <th>OSACA_throughput</th>\n",
|
||
" <th>OSACA_lcd</th>\n",
|
||
" <th>OSACA_cp</th>\n",
|
||
" <th>OSACA_relerr</th>\n",
|
||
" <th>LLVM-MCA_relerr</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>arch</th>\n",
|
||
" <th>compiler</th>\n",
|
||
" <th>cflags_name</th>\n",
|
||
" <th>kernel</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 rowspan=\"7\" valign=\"top\">ZEN</th>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>93</td>\n",
|
||
" <td>33.432250</td>\n",
|
||
" <td>14.0</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.581243</td>\n",
|
||
" <td>0.239357</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>87</td>\n",
|
||
" <td>30.513532</td>\n",
|
||
" <td>14.5</td>\n",
|
||
" <td>2.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.524801</td>\n",
|
||
" <td>0.167910</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>87</td>\n",
|
||
" <td>30.522349</td>\n",
|
||
" <td>14.5</td>\n",
|
||
" <td>2.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.524938</td>\n",
|
||
" <td>0.168151</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>Ofast</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>87</td>\n",
|
||
" <td>30.313140</td>\n",
|
||
" <td>14.5</td>\n",
|
||
" <td>2.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.521660</td>\n",
|
||
" <td>0.162409</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">gcc</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>40</td>\n",
|
||
" <td>24.542994</td>\n",
|
||
" <td>14.0</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.429572</td>\n",
|
||
" <td>-0.029622</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>39</td>\n",
|
||
" <td>24.549206</td>\n",
|
||
" <td>13.5</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.450084</td>\n",
|
||
" <td>-0.028547</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>3d-27pt</th>\n",
|
||
" <td>39</td>\n",
|
||
" <td>24.538473</td>\n",
|
||
" <td>13.5</td>\n",
|
||
" <td>1.0</td>\n",
|
||
" <td>79.0</td>\n",
|
||
" <td>0.449844</td>\n",
|
||
" <td>-0.028996</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" instruction count best_runtime \\\n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN clang O1 3d-27pt 93 33.432250 \n",
|
||
" O2 3d-27pt 87 30.513532 \n",
|
||
" O3 3d-27pt 87 30.522349 \n",
|
||
" Ofast 3d-27pt 87 30.313140 \n",
|
||
" gcc O1 3d-27pt 40 24.542994 \n",
|
||
" O2 3d-27pt 39 24.549206 \n",
|
||
" O3 3d-27pt 39 24.538473 \n",
|
||
"\n",
|
||
" OSACA_throughput OSACA_lcd OSACA_cp \\\n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN clang O1 3d-27pt 14.0 1.0 79.0 \n",
|
||
" O2 3d-27pt 14.5 2.0 79.0 \n",
|
||
" O3 3d-27pt 14.5 2.0 79.0 \n",
|
||
" Ofast 3d-27pt 14.5 2.0 79.0 \n",
|
||
" gcc O1 3d-27pt 14.0 1.0 79.0 \n",
|
||
" O2 3d-27pt 13.5 1.0 79.0 \n",
|
||
" O3 3d-27pt 13.5 1.0 79.0 \n",
|
||
"\n",
|
||
" OSACA_relerr LLVM-MCA_relerr \n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN clang O1 3d-27pt 0.581243 0.239357 \n",
|
||
" O2 3d-27pt 0.524801 0.167910 \n",
|
||
" O3 3d-27pt 0.524938 0.168151 \n",
|
||
" Ofast 3d-27pt 0.521660 0.162409 \n",
|
||
" gcc O1 3d-27pt 0.429572 -0.029622 \n",
|
||
" O2 3d-27pt 0.450084 -0.028547 \n",
|
||
" O3 3d-27pt 0.449844 -0.028996 "
|
||
]
|
||
},
|
||
"execution_count": 16,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_idx.query(\"OSACA_relerr > 0.4 and kernel == '3d-27pt' and arch == 'ZEN'\")[\n",
|
||
" ['instruction count', 'best_runtime', 'OSACA_throughput', 'OSACA_lcd', 'OSACA_cp', 'OSACA_relerr', 'LLVM-MCA_relerr']\n",
|
||
"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"All of them contain a single chain of 26 loads are accumulated into the same register. They therefore have a very long critical path in relation to the throughput. This would require the out-of-order engine to overlap almost 6 complete iterations, with many shadow registers, to fully utilize the load and AVX add units. When compiled with gcc Ofast or icc, the dependency chain is broken up and prediction becomes accurate.\n",
|
||
"\n",
|
||
"On ZEN2 relative errors are generally greater than on ZEN, 3d-27pt has similar problems, but other have errors > 50%:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 17,
|
||
"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></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th>instruction count</th>\n",
|
||
" <th>best_runtime</th>\n",
|
||
" <th>best_length</th>\n",
|
||
" <th>OSACA_throughput</th>\n",
|
||
" <th>OSACA_cp</th>\n",
|
||
" <th>OSACA_relerr</th>\n",
|
||
" <th>LLVM-MCA_relerr</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>arch</th>\n",
|
||
" <th>compiler</th>\n",
|
||
" <th>cflags_name</th>\n",
|
||
" <th>kernel</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 rowspan=\"29\" valign=\"top\">ZEN2</th>\n",
|
||
" <th rowspan=\"11\" valign=\"top\">clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.005150</td>\n",
|
||
" <td>3322</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>6.0000</td>\n",
|
||
" <td>0.501284</td>\n",
|
||
" <td>-0.072239</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">O2</th>\n",
|
||
" <th>copy</th>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.506566</td>\n",
|
||
" <td>192</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.506481</td>\n",
|
||
" <td>0.648368</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>store</th>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.506572</td>\n",
|
||
" <td>308</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.506487</td>\n",
|
||
" <td>0.777919</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.506086</td>\n",
|
||
" <td>352</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.1875</td>\n",
|
||
" <td>0.506012</td>\n",
|
||
" <td>0.492428</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">O3</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.506105</td>\n",
|
||
" <td>386</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.506032</td>\n",
|
||
" <td>0.777714</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.506079</td>\n",
|
||
" <td>160</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.3750</td>\n",
|
||
" <td>0.506006</td>\n",
|
||
" <td>0.363983</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.505135</td>\n",
|
||
" <td>438</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.1875</td>\n",
|
||
" <td>0.505083</td>\n",
|
||
" <td>0.491473</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">Ofast</th>\n",
|
||
" <th>add</th>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.505614</td>\n",
|
||
" <td>387</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.4375</td>\n",
|
||
" <td>0.505552</td>\n",
|
||
" <td>0.487010</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>store</th>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.505468</td>\n",
|
||
" <td>209</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.505408</td>\n",
|
||
" <td>0.777434</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.505634</td>\n",
|
||
" <td>387</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.5625</td>\n",
|
||
" <td>0.505571</td>\n",
|
||
" <td>0.488266</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.505616</td>\n",
|
||
" <td>372</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.1875</td>\n",
|
||
" <td>0.505553</td>\n",
|
||
" <td>0.491956</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"14\" valign=\"top\">gcc</th>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">O1</th>\n",
|
||
" <th>copy</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.024413</td>\n",
|
||
" <td>948</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>5.0000</td>\n",
|
||
" <td>0.506030</td>\n",
|
||
" <td>0.209647</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>11</td>\n",
|
||
" <td>11.156682</td>\n",
|
||
" <td>649</td>\n",
|
||
" <td>5.00</td>\n",
|
||
" <td>32.0000</td>\n",
|
||
" <td>0.551838</td>\n",
|
||
" <td>0.660293</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.021849</td>\n",
|
||
" <td>1024</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>3.0000</td>\n",
|
||
" <td>0.505403</td>\n",
|
||
" <td>-0.048545</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"2\" valign=\"top\">O2</th>\n",
|
||
" <th>add</th>\n",
|
||
" <td>7</td>\n",
|
||
" <td>2.021123</td>\n",
|
||
" <td>961</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>7.0000</td>\n",
|
||
" <td>0.505226</td>\n",
|
||
" <td>0.069824</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.026369</td>\n",
|
||
" <td>944</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>3.0000</td>\n",
|
||
" <td>0.506506</td>\n",
|
||
" <td>-0.046207</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">O3</th>\n",
|
||
" <th>add</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505604</td>\n",
|
||
" <td>346</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>1.7500</td>\n",
|
||
" <td>0.505541</td>\n",
|
||
" <td>0.194033</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>copy</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.524468</td>\n",
|
||
" <td>911</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.523327</td>\n",
|
||
" <td>0.351724</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.524901</td>\n",
|
||
" <td>946</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>2.2500</td>\n",
|
||
" <td>0.523720</td>\n",
|
||
" <td>0.214137</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.503385</td>\n",
|
||
" <td>346</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.7500</td>\n",
|
||
" <td>0.503362</td>\n",
|
||
" <td>0.195447</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"5\" valign=\"top\">Ofast</th>\n",
|
||
" <th>add</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505587</td>\n",
|
||
" <td>406</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>1.7500</td>\n",
|
||
" <td>0.505526</td>\n",
|
||
" <td>0.194007</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>copy</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.524399</td>\n",
|
||
" <td>311</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.523263</td>\n",
|
||
" <td>0.351638</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>store</th>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0.505589</td>\n",
|
||
" <td>368</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.505527</td>\n",
|
||
" <td>0.480804</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.524969</td>\n",
|
||
" <td>366</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>2.2500</td>\n",
|
||
" <td>0.523781</td>\n",
|
||
" <td>0.214239</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.501196</td>\n",
|
||
" <td>329</td>\n",
|
||
" <td>0.25</td>\n",
|
||
" <td>0.7500</td>\n",
|
||
" <td>0.501193</td>\n",
|
||
" <td>0.191933</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">icc</th>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">O1</th>\n",
|
||
" <th>add</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.024874</td>\n",
|
||
" <td>958</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>7.0000</td>\n",
|
||
" <td>0.506142</td>\n",
|
||
" <td>0.195012</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>copy</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>2.023416</td>\n",
|
||
" <td>1019</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>5.0000</td>\n",
|
||
" <td>0.505786</td>\n",
|
||
" <td>0.327869</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>triad</th>\n",
|
||
" <td>6</td>\n",
|
||
" <td>2.021751</td>\n",
|
||
" <td>1022</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>9.0000</td>\n",
|
||
" <td>0.505379</td>\n",
|
||
" <td>0.183876</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>update</th>\n",
|
||
" <td>5</td>\n",
|
||
" <td>2.024912</td>\n",
|
||
" <td>962</td>\n",
|
||
" <td>1.00</td>\n",
|
||
" <td>3.0000</td>\n",
|
||
" <td>0.506151</td>\n",
|
||
" <td>0.199965</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" instruction count best_runtime \\\n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN2 clang O1 triad 6 2.005150 \n",
|
||
" O2 copy 11 0.506566 \n",
|
||
" store 7 0.506572 \n",
|
||
" update 11 0.506086 \n",
|
||
" O3 store 7 0.506105 \n",
|
||
" triad 15 0.506079 \n",
|
||
" update 11 0.505135 \n",
|
||
" Ofast add 15 0.505614 \n",
|
||
" store 7 0.505468 \n",
|
||
" triad 15 0.505634 \n",
|
||
" update 11 0.505616 \n",
|
||
" gcc O1 copy 6 2.024413 \n",
|
||
" pi 11 11.156682 \n",
|
||
" update 6 2.021849 \n",
|
||
" O2 add 7 2.021123 \n",
|
||
" update 6 2.026369 \n",
|
||
" O3 add 6 0.505604 \n",
|
||
" copy 5 0.524468 \n",
|
||
" triad 6 0.524901 \n",
|
||
" update 5 0.503385 \n",
|
||
" Ofast add 6 0.505587 \n",
|
||
" copy 5 0.524399 \n",
|
||
" store 4 0.505589 \n",
|
||
" triad 6 0.524969 \n",
|
||
" update 5 0.501196 \n",
|
||
" icc O1 add 6 2.024874 \n",
|
||
" copy 5 2.023416 \n",
|
||
" triad 6 2.021751 \n",
|
||
" update 5 2.024912 \n",
|
||
"\n",
|
||
" best_length OSACA_throughput OSACA_cp \\\n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN2 clang O1 triad 3322 1.00 6.0000 \n",
|
||
" O2 copy 192 0.25 0.2500 \n",
|
||
" store 308 0.25 0.0625 \n",
|
||
" update 352 0.25 0.1875 \n",
|
||
" O3 store 386 0.25 0.0625 \n",
|
||
" triad 160 0.25 0.3750 \n",
|
||
" update 438 0.25 0.1875 \n",
|
||
" Ofast add 387 0.25 0.4375 \n",
|
||
" store 209 0.25 0.0625 \n",
|
||
" triad 387 0.25 0.5625 \n",
|
||
" update 372 0.25 0.1875 \n",
|
||
" gcc O1 copy 948 1.00 5.0000 \n",
|
||
" pi 649 5.00 32.0000 \n",
|
||
" update 1024 1.00 3.0000 \n",
|
||
" O2 add 961 1.00 7.0000 \n",
|
||
" update 944 1.00 3.0000 \n",
|
||
" O3 add 346 0.25 1.7500 \n",
|
||
" copy 911 0.25 1.0000 \n",
|
||
" triad 946 0.25 2.2500 \n",
|
||
" update 346 0.25 0.7500 \n",
|
||
" Ofast add 406 0.25 1.7500 \n",
|
||
" copy 311 0.25 1.0000 \n",
|
||
" store 368 0.25 0.2500 \n",
|
||
" triad 366 0.25 2.2500 \n",
|
||
" update 329 0.25 0.7500 \n",
|
||
" icc O1 add 958 1.00 7.0000 \n",
|
||
" copy 1019 1.00 5.0000 \n",
|
||
" triad 1022 1.00 9.0000 \n",
|
||
" update 962 1.00 3.0000 \n",
|
||
"\n",
|
||
" OSACA_relerr LLVM-MCA_relerr \n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"ZEN2 clang O1 triad 0.501284 -0.072239 \n",
|
||
" O2 copy 0.506481 0.648368 \n",
|
||
" store 0.506487 0.777919 \n",
|
||
" update 0.506012 0.492428 \n",
|
||
" O3 store 0.506032 0.777714 \n",
|
||
" triad 0.506006 0.363983 \n",
|
||
" update 0.505083 0.491473 \n",
|
||
" Ofast add 0.505552 0.487010 \n",
|
||
" store 0.505408 0.777434 \n",
|
||
" triad 0.505571 0.488266 \n",
|
||
" update 0.505553 0.491956 \n",
|
||
" gcc O1 copy 0.506030 0.209647 \n",
|
||
" pi 0.551838 0.660293 \n",
|
||
" update 0.505403 -0.048545 \n",
|
||
" O2 add 0.505226 0.069824 \n",
|
||
" update 0.506506 -0.046207 \n",
|
||
" O3 add 0.505541 0.194033 \n",
|
||
" copy 0.523327 0.351724 \n",
|
||
" triad 0.523720 0.214137 \n",
|
||
" update 0.503362 0.195447 \n",
|
||
" Ofast add 0.505526 0.194007 \n",
|
||
" copy 0.523263 0.351638 \n",
|
||
" store 0.505527 0.480804 \n",
|
||
" triad 0.523781 0.214239 \n",
|
||
" update 0.501193 0.191933 \n",
|
||
" icc O1 add 0.506142 0.195012 \n",
|
||
" copy 0.505786 0.327869 \n",
|
||
" triad 0.505379 0.183876 \n",
|
||
" update 0.506151 0.199965 "
|
||
]
|
||
},
|
||
"execution_count": 17,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"df_idx.query(\"OSACA_relerr > 0.5 and kernel != '3d-27pt' and arch == 'ZEN2'\")[\n",
|
||
" ['instruction count', 'best_runtime', 'best_length', 'OSACA_throughput', 'OSACA_cp', 'OSACA_relerr', 'LLVM-MCA_relerr']\n",
|
||
"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"These are mosly very short kernels (add, copy, store, triad and update with 4-7 instructions) and they may suffer greatly from instructions missalignment. This can be fixed manually, but even telling icc and gcc via a command line flag to performe proper 16-byte alignment on loops, did not fix this for all cases. clang unfortunatly has no such flag.\n",
|
||
"\n",
|
||
"Penalties resulting from instruction missalignment can not be predicted, because OSACA and LLVM-MCA analyze the assembly code and not the binary object file."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## ARM-based Fujitsu A64FX and Cavium ThunderX2 (TX2)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 18,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1000x1000 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"inner_bin_edges = list(np.arange(-1.0, 1.1, 0.1))\n",
|
||
"colors = list(map(list, plt.cm.get_cmap('tab20').colors))\n",
|
||
"fig, axs = plt.subplots(2, 2, figsize=(10,10), sharey='all', sharex='all')\n",
|
||
"for j, a in enumerate(['A64FX', 'TX2']):\n",
|
||
" for i, m in enumerate(['LLVM-MCA','OSACA']):\n",
|
||
" h = axs[j,i].hist(\n",
|
||
" [df[df.arch == a][m+'_relerr'][df.kernel == k] for k in kernels],\n",
|
||
" bins=[-100.0]+inner_bin_edges+[100.0],\n",
|
||
" stacked=True,\n",
|
||
" label=kernels,\n",
|
||
" color=colors[:len(kernels)],\n",
|
||
" )\n",
|
||
" axs[j,i].set_xticks([min(inner_bin_edges)-0.2] + inner_bin_edges[::5])\n",
|
||
" axs[j,i].set_xticks(inner_bin_edges, minor=True)\n",
|
||
" axs[j,i].set_xlim(min(inner_bin_edges)-0.2, max(inner_bin_edges))\n",
|
||
" axs[j,i].axvline(0, color='red', linestyle='--')\n",
|
||
" if i == 0:\n",
|
||
" axs[j,i].set_ylabel('stacked counts per bin')\n",
|
||
" if j == axs.shape[0]-1:\n",
|
||
" axs[j,i].set_xlabel('relative prediction error\\n((measured - pred.)/measured)')\n",
|
||
" axs[j,i].set_xticklabels(['<'] + [f\"{e:.1f}\" for e in inner_bin_edges[::5]])\n",
|
||
" axs[j,i].set_title(m+\" for \"+a)\n",
|
||
" axs[j,i].grid(True)\n",
|
||
"fig.legend(h[2], kernels, ncol=7, loc=\"lower center\", bbox_to_anchor=(.5, -0.01));\n",
|
||
"# < 0 -> underprediction (predicted too slow), lower bound model failed\n",
|
||
"# > 0 -> overprediction (predicted too fast), higher means less accurate"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"The A64FX arechitecture has a problem with instruction scheduling. OSACA therfore assumes that naive scheduling is applied (scheduling to ports is based on a static probability). This generally improves predictions, but lead to four kernels showing underpredictions.\n",
|
||
"\n",
|
||
"Kernel limited by a loop carried dependency (pi, gs-2d-5pt and sumreduction) are predicted very well, if the LCD is detected. Load intensive stencil kernels (3d-27pt, 3d-r3-11pt, 3d-7pt and 2d-5pt) make up almost all relative errors > 40%.\n",
|
||
"\n",
|
||
"The prediction accuracy for the TX2 is quite underwhelming. This is, at least in part, owed to missing documentation on instruction performance. The used information was manually derived and is tainted with uncertainty."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Underpredictions by OSACA\n",
|
||
"The following table shows all underpredicitons, which contradict the light-speed/lower-bound model paradim:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 19,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false
|
||
},
|
||
"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></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th>best_runtime</th>\n",
|
||
" <th>OSACA_prediction</th>\n",
|
||
" <th>OSACA_relerr</th>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>arch</th>\n",
|
||
" <th>compiler</th>\n",
|
||
" <th>cflags_name</th>\n",
|
||
" <th>kernel</th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" <th></th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">SKX</th>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">icc</th>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>1.190386</td>\n",
|
||
" <td>1.875</td>\n",
|
||
" <td>-0.575120</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>1.190387</td>\n",
|
||
" <td>1.875</td>\n",
|
||
" <td>-0.575118</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>Ofast</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>1.190390</td>\n",
|
||
" <td>1.875</td>\n",
|
||
" <td>-0.575115</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">A64FX</th>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>1.620002</td>\n",
|
||
" <td>1.750</td>\n",
|
||
" <td>-0.080246</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>update</th>\n",
|
||
" <td>0.864065</td>\n",
|
||
" <td>0.875</td>\n",
|
||
" <td>-0.012655</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>update</th>\n",
|
||
" <td>0.871200</td>\n",
|
||
" <td>0.875</td>\n",
|
||
" <td>-0.004362</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>Ofast</th>\n",
|
||
" <th>update</th>\n",
|
||
" <td>0.871200</td>\n",
|
||
" <td>0.875</td>\n",
|
||
" <td>-0.004362</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">SKX</th>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">icc</th>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>0.124775</td>\n",
|
||
" <td>0.125</td>\n",
|
||
" <td>-0.001805</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>Ofast</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>0.124783</td>\n",
|
||
" <td>0.125</td>\n",
|
||
" <td>-0.001742</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>0.124783</td>\n",
|
||
" <td>0.125</td>\n",
|
||
" <td>-0.001738</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>ZEN2</th>\n",
|
||
" <th>icc</th>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>store</th>\n",
|
||
" <td>0.249745</td>\n",
|
||
" <td>0.250</td>\n",
|
||
" <td>-0.001023</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"4\" valign=\"top\">TX2</th>\n",
|
||
" <th>gcc</th>\n",
|
||
" <th>Ofast</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>11.996016</td>\n",
|
||
" <td>12.000</td>\n",
|
||
" <td>-0.000332</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>11.996100</td>\n",
|
||
" <td>12.000</td>\n",
|
||
" <td>-0.000325</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>11.996108</td>\n",
|
||
" <td>12.000</td>\n",
|
||
" <td>-0.000324</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>pi</th>\n",
|
||
" <td>11.996130</td>\n",
|
||
" <td>12.000</td>\n",
|
||
" <td>-0.000323</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>ZEN</th>\n",
|
||
" <th>clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>2.999438</td>\n",
|
||
" <td>3.000</td>\n",
|
||
" <td>-0.000187</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"2\" valign=\"top\">TX2</th>\n",
|
||
" <th rowspan=\"2\" valign=\"top\">clang</th>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>5.999024</td>\n",
|
||
" <td>6.000</td>\n",
|
||
" <td>-0.000163</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>5.999029</td>\n",
|
||
" <td>6.000</td>\n",
|
||
" <td>-0.000162</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">IVB</th>\n",
|
||
" <th rowspan=\"3\" valign=\"top\">clang</th>\n",
|
||
" <th>O1</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>2.999634</td>\n",
|
||
" <td>3.000</td>\n",
|
||
" <td>-0.000122</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O3</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>2.999714</td>\n",
|
||
" <td>3.000</td>\n",
|
||
" <td>-0.000095</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>O2</th>\n",
|
||
" <th>sumreduction</th>\n",
|
||
" <td>2.999747</td>\n",
|
||
" <td>3.000</td>\n",
|
||
" <td>-0.000084</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" best_runtime OSACA_prediction \\\n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"SKX icc O3 pi 1.190386 1.875 \n",
|
||
" O2 pi 1.190387 1.875 \n",
|
||
" Ofast pi 1.190390 1.875 \n",
|
||
"A64FX clang O1 store 1.620002 1.750 \n",
|
||
" O2 update 0.864065 0.875 \n",
|
||
" O3 update 0.871200 0.875 \n",
|
||
" Ofast update 0.871200 0.875 \n",
|
||
"SKX icc O2 store 0.124775 0.125 \n",
|
||
" Ofast store 0.124783 0.125 \n",
|
||
" O3 store 0.124783 0.125 \n",
|
||
"ZEN2 icc O2 store 0.249745 0.250 \n",
|
||
"TX2 gcc Ofast pi 11.996016 12.000 \n",
|
||
" clang O1 pi 11.996100 12.000 \n",
|
||
" O2 pi 11.996108 12.000 \n",
|
||
" O3 pi 11.996130 12.000 \n",
|
||
"ZEN clang O1 sumreduction 2.999438 3.000 \n",
|
||
"TX2 clang O2 sumreduction 5.999024 6.000 \n",
|
||
" O3 sumreduction 5.999029 6.000 \n",
|
||
"IVB clang O1 sumreduction 2.999634 3.000 \n",
|
||
" O3 sumreduction 2.999714 3.000 \n",
|
||
" O2 sumreduction 2.999747 3.000 \n",
|
||
"\n",
|
||
" OSACA_relerr \n",
|
||
"arch compiler cflags_name kernel \n",
|
||
"SKX icc O3 pi -0.575120 \n",
|
||
" O2 pi -0.575118 \n",
|
||
" Ofast pi -0.575115 \n",
|
||
"A64FX clang O1 store -0.080246 \n",
|
||
" O2 update -0.012655 \n",
|
||
" O3 update -0.004362 \n",
|
||
" Ofast update -0.004362 \n",
|
||
"SKX icc O2 store -0.001805 \n",
|
||
" Ofast store -0.001742 \n",
|
||
" O3 store -0.001738 \n",
|
||
"ZEN2 icc O2 store -0.001023 \n",
|
||
"TX2 gcc Ofast pi -0.000332 \n",
|
||
" clang O1 pi -0.000325 \n",
|
||
" O2 pi -0.000324 \n",
|
||
" O3 pi -0.000323 \n",
|
||
"ZEN clang O1 sumreduction -0.000187 \n",
|
||
"TX2 clang O2 sumreduction -0.000163 \n",
|
||
" O3 sumreduction -0.000162 \n",
|
||
"IVB clang O1 sumreduction -0.000122 \n",
|
||
" O3 sumreduction -0.000095 \n",
|
||
" O2 sumreduction -0.000084 "
|
||
]
|
||
},
|
||
"execution_count": 19,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Runtime less than TP or LCD, this violates the model assumption:\n",
|
||
"df_idx.query(\"best_runtime < OSACA_throughput or best_runtime < OSACA_lcd\").sort_values('OSACA_relerr')[\n",
|
||
" ['best_runtime', 'OSACA_prediction', 'OSACA_relerr']]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"The first two underpredicted kernels on A64FX are the only ones which show an error \"greater\" than 0.5%. Both kernels are very unbalanced port-wise, which could be avoided by better scheduling. Usually optimal scheduling is assumed by OSACA, but naive scheduling has proven to be better suited on A64FX, at the cost of these rare underpredictions.\n",
|
||
"\n",
|
||
"All other kernels show a very small underprediction, which may be related to underreprting of the processor frequency during measurement or even rounding errors (e.g., 2.9997 vs 3.000)."
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"## Worst predictions by OSACA\n",
|
||
"Here are all predictions where OSACA has a relative errror of at least 50%:"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 20,
|
||
"metadata": {
|
||
"hideCode": false,
|
||
"hidePrompt": false,
|
||
"scrolled": false
|
||
},
|
||
"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>arch</th>\n",
|
||
" <th>compiler</th>\n",
|
||
" <th>cflags_name</th>\n",
|
||
" <th>kernel</th>\n",
|
||
" <th>best_runtime</th>\n",
|
||
" <th>instruction count</th>\n",
|
||
" <th>OSACA_relerr</th>\n",
|
||
" <th>OSACA_throughput</th>\n",
|
||
" <th>OSACA_lcd</th>\n",
|
||
" <th>IACA_prediction</th>\n",
|
||
" <th>LLVM-MCA_prediction</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>770</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>36.008947</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.953761</td>\n",
|
||
" <td>1.6650</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>5.615000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>762</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>36.007412</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.944456</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>6.105000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>183</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>59.658430</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.941333</td>\n",
|
||
" <td>3.5000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.270000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>194</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>59.646095</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.941321</td>\n",
|
||
" <td>3.5000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.770000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>754</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>19.525823</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.897572</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>6.105000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>778</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>36.008679</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.888916</td>\n",
|
||
" <td>4.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>12.210000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>810</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>gs-2d-5pt</td>\n",
|
||
" <td>36.008291</td>\n",
|
||
" <td>16</td>\n",
|
||
" <td>0.861143</td>\n",
|
||
" <td>5.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>13.220000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>255</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>89.427077</td>\n",
|
||
" <td>65</td>\n",
|
||
" <td>0.818288</td>\n",
|
||
" <td>16.2500</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>31.450000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>254</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>87.283464</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.810961</td>\n",
|
||
" <td>16.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>33.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>253</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>87.259060</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.810908</td>\n",
|
||
" <td>16.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>33.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>252</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>87.252967</td>\n",
|
||
" <td>56</td>\n",
|
||
" <td>0.810895</td>\n",
|
||
" <td>16.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>33.850000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>272</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>5.145772</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>0.805666</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>1.000000</td>\n",
|
||
" <td>0.805000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>275</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>5.001522</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>0.800061</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>1.000000</td>\n",
|
||
" <td>0.805000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>278</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>4.898804</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>0.795869</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>1.000000</td>\n",
|
||
" <td>0.805000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>256</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>91.896622</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.771482</td>\n",
|
||
" <td>21.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>36.500000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>259</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>91.353359</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.770123</td>\n",
|
||
" <td>21.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>36.500000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>258</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>91.325607</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.770054</td>\n",
|
||
" <td>21.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>36.500000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>257</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>91.282515</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.769945</td>\n",
|
||
" <td>21.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>36.500000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>277</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>6.322047</td>\n",
|
||
" <td>26</td>\n",
|
||
" <td>0.709746</td>\n",
|
||
" <td>1.8350</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>2.312500</td>\n",
|
||
" <td>2.075000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>274</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>6.310024</td>\n",
|
||
" <td>26</td>\n",
|
||
" <td>0.709193</td>\n",
|
||
" <td>1.8350</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>2.287500</td>\n",
|
||
" <td>2.075000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>280</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>6.092650</td>\n",
|
||
" <td>25</td>\n",
|
||
" <td>0.698817</td>\n",
|
||
" <td>1.8350</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>2.012500</td>\n",
|
||
" <td>1.992500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>191</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>22.364503</td>\n",
|
||
" <td>27</td>\n",
|
||
" <td>0.698182</td>\n",
|
||
" <td>6.7500</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>7.970000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>829</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>29.556007</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.684159</td>\n",
|
||
" <td>9.3350</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>41.290000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>828</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>29.509057</td>\n",
|
||
" <td>57</td>\n",
|
||
" <td>0.683656</td>\n",
|
||
" <td>9.3350</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>41.290000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>180</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>19.725626</td>\n",
|
||
" <td>24</td>\n",
|
||
" <td>0.683153</td>\n",
|
||
" <td>6.2500</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>7.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>830</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>54.157698</td>\n",
|
||
" <td>56</td>\n",
|
||
" <td>0.655266</td>\n",
|
||
" <td>18.6700</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>89.540000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>711</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>pi</td>\n",
|
||
" <td>11.325225</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.646806</td>\n",
|
||
" <td>4.0000</td>\n",
|
||
" <td>3.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.840000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>825</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>74.438163</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.632850</td>\n",
|
||
" <td>27.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>91.580000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>826</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>74.434304</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.632831</td>\n",
|
||
" <td>27.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>91.580000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>202</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>24.486984</td>\n",
|
||
" <td>35</td>\n",
|
||
" <td>0.632458</td>\n",
|
||
" <td>9.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>9.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>213</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>24.450432</td>\n",
|
||
" <td>35</td>\n",
|
||
" <td>0.631908</td>\n",
|
||
" <td>9.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>9.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>224</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>24.450432</td>\n",
|
||
" <td>35</td>\n",
|
||
" <td>0.631908</td>\n",
|
||
" <td>9.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>9.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>235</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>24.428757</td>\n",
|
||
" <td>35</td>\n",
|
||
" <td>0.631582</td>\n",
|
||
" <td>9.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>9.200000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>827</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>73.593916</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.628638</td>\n",
|
||
" <td>27.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>91.580000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>169</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>3.340075</td>\n",
|
||
" <td>24</td>\n",
|
||
" <td>0.625757</td>\n",
|
||
" <td>1.2500</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.747500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>824</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>72.766513</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.624415</td>\n",
|
||
" <td>27.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>91.570000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>158</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>3.325407</td>\n",
|
||
" <td>24</td>\n",
|
||
" <td>0.624106</td>\n",
|
||
" <td>1.2500</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.747500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>7</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>1.800601</td>\n",
|
||
" <td>26</td>\n",
|
||
" <td>0.618183</td>\n",
|
||
" <td>0.6875</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>1.316250</td>\n",
|
||
" <td>0.951250</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>1.774300</td>\n",
|
||
" <td>26</td>\n",
|
||
" <td>0.612523</td>\n",
|
||
" <td>0.6875</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>1.316250</td>\n",
|
||
" <td>0.951250</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>1.774285</td>\n",
|
||
" <td>26</td>\n",
|
||
" <td>0.612520</td>\n",
|
||
" <td>0.6875</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>1.316250</td>\n",
|
||
" <td>0.951250</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>831</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>69.708291</td>\n",
|
||
" <td>83</td>\n",
|
||
" <td>0.607938</td>\n",
|
||
" <td>27.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>98.510000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>154</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>32.069983</td>\n",
|
||
" <td>39</td>\n",
|
||
" <td>0.594637</td>\n",
|
||
" <td>13.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>31.450000</td>\n",
|
||
" <td>24.940000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>153</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>32.053916</td>\n",
|
||
" <td>39</td>\n",
|
||
" <td>0.594433</td>\n",
|
||
" <td>13.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>31.450000</td>\n",
|
||
" <td>24.940000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>708</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>pi</td>\n",
|
||
" <td>2.437910</td>\n",
|
||
" <td>19</td>\n",
|
||
" <td>0.589813</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>0.3750</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.788750</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>719</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>33.432250</td>\n",
|
||
" <td>93</td>\n",
|
||
" <td>0.581243</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>25.430000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>190</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>11.282885</td>\n",
|
||
" <td>19</td>\n",
|
||
" <td>0.579008</td>\n",
|
||
" <td>4.7500</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>5.330000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>155</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>33.071204</td>\n",
|
||
" <td>40</td>\n",
|
||
" <td>0.576671</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>32.480000</td>\n",
|
||
" <td>25.610000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>0.722362</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.567391</td>\n",
|
||
" <td>0.3125</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.404375</td>\n",
|
||
" <td>0.393125</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>6</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>0.722088</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.567227</td>\n",
|
||
" <td>0.3125</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.404375</td>\n",
|
||
" <td>0.393125</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>5</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>1.005445</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.564869</td>\n",
|
||
" <td>0.4375</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.478125</td>\n",
|
||
" <td>0.435625</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>8</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>1.005362</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.564833</td>\n",
|
||
" <td>0.4375</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.478125</td>\n",
|
||
" <td>0.435625</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>1.005352</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.564829</td>\n",
|
||
" <td>0.4375</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.478125</td>\n",
|
||
" <td>0.435625</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>0.712470</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.561385</td>\n",
|
||
" <td>0.3125</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>0.404375</td>\n",
|
||
" <td>0.393125</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>555</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>pi</td>\n",
|
||
" <td>11.156682</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.551838</td>\n",
|
||
" <td>5.0000</td>\n",
|
||
" <td>3.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.790000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>150</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>45.435787</td>\n",
|
||
" <td>86</td>\n",
|
||
" <td>0.548814</td>\n",
|
||
" <td>20.5000</td>\n",
|
||
" <td>8.0000</td>\n",
|
||
" <td>34.000000</td>\n",
|
||
" <td>39.770000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>149</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>45.425229</td>\n",
|
||
" <td>86</td>\n",
|
||
" <td>0.548709</td>\n",
|
||
" <td>20.5000</td>\n",
|
||
" <td>8.0000</td>\n",
|
||
" <td>34.000000</td>\n",
|
||
" <td>39.770000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>148</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>45.279494</td>\n",
|
||
" <td>86</td>\n",
|
||
" <td>0.547256</td>\n",
|
||
" <td>20.5000</td>\n",
|
||
" <td>8.0000</td>\n",
|
||
" <td>34.620000</td>\n",
|
||
" <td>40.430000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>151</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>45.144395</td>\n",
|
||
" <td>85</td>\n",
|
||
" <td>0.545902</td>\n",
|
||
" <td>20.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>33.210000</td>\n",
|
||
" <td>39.440000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>814</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>3.668020</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.544713</td>\n",
|
||
" <td>1.6700</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>5.090000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>747</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>17.506562</td>\n",
|
||
" <td>25</td>\n",
|
||
" <td>0.543028</td>\n",
|
||
" <td>8.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>24.460000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>222</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>3.809216</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.540588</td>\n",
|
||
" <td>1.7500</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.680000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>234</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>13.049047</td>\n",
|
||
" <td>23</td>\n",
|
||
" <td>0.540196</td>\n",
|
||
" <td>6.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.920000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>811</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>striad</td>\n",
|
||
" <td>5.769770</td>\n",
|
||
" <td>9</td>\n",
|
||
" <td>0.537243</td>\n",
|
||
" <td>2.6700</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>8.130000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>560</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.120761</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.535204</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>29.640000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>562</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.036413</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.533899</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>29.630000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>561</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.036092</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.533894</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>29.630000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>806</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>3.579891</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.533505</td>\n",
|
||
" <td>1.6700</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>5.090000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>28</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>2.928193</td>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.530427</td>\n",
|
||
" <td>1.3750</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>1.935000</td>\n",
|
||
" <td>1.502500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>179</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>9.033439</td>\n",
|
||
" <td>16</td>\n",
|
||
" <td>0.529526</td>\n",
|
||
" <td>4.2500</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.900000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>717</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.522349</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.524938</td>\n",
|
||
" <td>14.5000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>25.390000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>718</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.513532</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.524801</td>\n",
|
||
" <td>14.5000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>25.390000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>563</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>29.413301</td>\n",
|
||
" <td>93</td>\n",
|
||
" <td>0.524025</td>\n",
|
||
" <td>14.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>31.610000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>491</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>0.524969</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.523781</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.412500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>744</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>8.398803</td>\n",
|
||
" <td>25</td>\n",
|
||
" <td>0.523742</td>\n",
|
||
" <td>4.0000</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>12.230000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>499</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>0.524901</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.523720</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.412500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>492</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>0.524468</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.523327</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.340000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>484</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>0.524399</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.523263</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.340000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>741</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-r3-11pt</td>\n",
|
||
" <td>8.372373</td>\n",
|
||
" <td>25</td>\n",
|
||
" <td>0.522238</td>\n",
|
||
" <td>4.0000</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>12.230000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>716</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>30.313140</td>\n",
|
||
" <td>87</td>\n",
|
||
" <td>0.521660</td>\n",
|
||
" <td>14.5000</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>25.390000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>108</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>0.518394</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.517741</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.307500</td>\n",
|
||
" <td>0.275000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>100</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>0.518381</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.517729</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.307500</td>\n",
|
||
" <td>0.275000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>320</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.063869</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.515473</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.240000</td>\n",
|
||
" <td>1.330000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>382</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.063815</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.515460</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.710000</td>\n",
|
||
" <td>2.130000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>702</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.059952</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.514552</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.620000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>390</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.051820</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.512628</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.710000</td>\n",
|
||
" <td>2.130000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>696</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.051319</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.512509</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.360000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>200</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>3.830862</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.510554</td>\n",
|
||
" <td>1.8750</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.900000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>662</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.033059</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.508130</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.120000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>376</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.027810</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506857</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.480000</td>\n",
|
||
" <td>1.580000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>211</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>2d-5pt</td>\n",
|
||
" <td>3.802034</td>\n",
|
||
" <td>13</td>\n",
|
||
" <td>0.506843</td>\n",
|
||
" <td>1.8750</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.900000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>358</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.027730</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.506838</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.480000</td>\n",
|
||
" <td>1.640000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>506</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.026369</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506506</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.120000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>469</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>0.506572</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.506487</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.112500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>468</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>0.506566</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.506481</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.178125</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>130</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.025591</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506317</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.750000</td>\n",
|
||
" <td>1.450000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>122</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.025563</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506310</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.750000</td>\n",
|
||
" <td>1.610000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>66</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.025562</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.506310</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.500000</td>\n",
|
||
" <td>1.370000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>60</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.025480</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.506290</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.230000</td>\n",
|
||
" <td>1.080000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>546</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.024912</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.506151</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.620000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>545</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>2.024874</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506142</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.630000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>461</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>0.506105</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.506032</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.112500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>508</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.024413</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.506030</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.600000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>474</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>0.506086</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.506012</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.256875</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>467</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>0.506079</td>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.506006</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.321875</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>670</th>\n",
|
||
" <td>ZEN</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.023774</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505874</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.120000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>540</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.023416</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.505786</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.360000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>459</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>0.505634</td>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.505571</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.258750</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>458</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>0.505616</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.505553</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.256875</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>457</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>0.505614</td>\n",
|
||
" <td>15</td>\n",
|
||
" <td>0.505552</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.259375</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>497</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>0.505604</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505541</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.407500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>485</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>0.505589</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0.505527</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.262500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>489</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>0.505587</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505526</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.407500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>453</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>0.505468</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.505408</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.112500</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>514</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>2.021849</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505403</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.120000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>547</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>2.021751</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.505379</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.650000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>505</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>2.021123</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.505226</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1.880000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>466</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>0.505135</td>\n",
|
||
" <td>11</td>\n",
|
||
" <td>0.505083</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.0625</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.256875</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>383</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>3.023811</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.503937</td>\n",
|
||
" <td>1.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>2.240000</td>\n",
|
||
" <td>2.670000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>389</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>3.023718</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.503922</td>\n",
|
||
" <td>1.5000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>2.000000</td>\n",
|
||
" <td>2.120000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>201</th>\n",
|
||
" <td>A64FX</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>9.316714</td>\n",
|
||
" <td>31</td>\n",
|
||
" <td>0.503580</td>\n",
|
||
" <td>4.6250</td>\n",
|
||
" <td>0.5000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4.915000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>498</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>0.503385</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.503362</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.405000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>805</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>4.018430</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.502293</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>6.090000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>807</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>4.018125</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.502255</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>6.090000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>813</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>add</td>\n",
|
||
" <td>4.017989</td>\n",
|
||
" <td>7</td>\n",
|
||
" <td>0.502239</td>\n",
|
||
" <td>2.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>6.090000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>145</th>\n",
|
||
" <td>SKX</td>\n",
|
||
" <td>icc</td>\n",
|
||
" <td>O3</td>\n",
|
||
" <td>3d-27pt</td>\n",
|
||
" <td>3.387252</td>\n",
|
||
" <td>58</td>\n",
|
||
" <td>0.501809</td>\n",
|
||
" <td>1.6875</td>\n",
|
||
" <td>0.1250</td>\n",
|
||
" <td>3.388750</td>\n",
|
||
" <td>2.315000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>483</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>triad</td>\n",
|
||
" <td>2.005150</td>\n",
|
||
" <td>6</td>\n",
|
||
" <td>0.501284</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>2.150000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>490</th>\n",
|
||
" <td>ZEN2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>Ofast</td>\n",
|
||
" <td>update</td>\n",
|
||
" <td>0.501196</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.501193</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>0.2500</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>0.405000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>352</th>\n",
|
||
" <td>IVB</td>\n",
|
||
" <td>clang</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>copy</td>\n",
|
||
" <td>2.003709</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0.500925</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.240000</td>\n",
|
||
" <td>1.330000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>801</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>2.001561</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0.500390</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.040000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>748</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O2</td>\n",
|
||
" <td>3d-7pt</td>\n",
|
||
" <td>10.667454</td>\n",
|
||
" <td>17</td>\n",
|
||
" <td>0.500349</td>\n",
|
||
" <td>5.3300</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>16.300000</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>809</th>\n",
|
||
" <td>TX2</td>\n",
|
||
" <td>gcc</td>\n",
|
||
" <td>O1</td>\n",
|
||
" <td>store</td>\n",
|
||
" <td>2.001393</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>0.500348</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>1.0000</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>3.040000</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" arch compiler cflags_name kernel best_runtime instruction count \\\n",
|
||
"770 TX2 clang O2 gs-2d-5pt 36.008947 11 \n",
|
||
"762 TX2 clang O3 gs-2d-5pt 36.007412 13 \n",
|
||
"183 A64FX gcc O2 gs-2d-5pt 59.658430 13 \n",
|
||
"194 A64FX gcc O1 gs-2d-5pt 59.646095 13 \n",
|
||
"754 TX2 clang Ofast gs-2d-5pt 19.525823 13 \n",
|
||
"778 TX2 clang O1 gs-2d-5pt 36.008679 13 \n",
|
||
"810 TX2 gcc O1 gs-2d-5pt 36.008291 16 \n",
|
||
"255 A64FX gcc O1 3d-27pt 89.427077 65 \n",
|
||
"254 A64FX gcc O2 3d-27pt 87.283464 57 \n",
|
||
"253 A64FX gcc O3 3d-27pt 87.259060 57 \n",
|
||
"252 A64FX gcc Ofast 3d-27pt 87.252967 56 \n",
|
||
"272 IVB clang Ofast 2d-5pt 5.145772 9 \n",
|
||
"275 IVB clang O3 2d-5pt 5.001522 9 \n",
|
||
"278 IVB clang O2 2d-5pt 4.898804 9 \n",
|
||
"256 A64FX clang Ofast 3d-27pt 91.896622 83 \n",
|
||
"259 A64FX clang O1 3d-27pt 91.353359 83 \n",
|
||
"258 A64FX clang O2 3d-27pt 91.325607 83 \n",
|
||
"257 A64FX clang O3 3d-27pt 91.282515 83 \n",
|
||
"277 IVB clang O3 3d-7pt 6.322047 26 \n",
|
||
"274 IVB clang Ofast 3d-7pt 6.310024 26 \n",
|
||
"280 IVB clang O2 3d-7pt 6.092650 25 \n",
|
||
"191 A64FX gcc O1 3d-r3-11pt 22.364503 27 \n",
|
||
"829 TX2 gcc O3 3d-27pt 29.556007 57 \n",
|
||
"828 TX2 gcc Ofast 3d-27pt 29.509057 57 \n",
|
||
"180 A64FX gcc O2 3d-r3-11pt 19.725626 24 \n",
|
||
"830 TX2 gcc O2 3d-27pt 54.157698 56 \n",
|
||
"711 ZEN gcc O1 pi 11.325225 11 \n",
|
||
"825 TX2 clang O3 3d-27pt 74.438163 83 \n",
|
||
"826 TX2 clang O2 3d-27pt 74.434304 83 \n",
|
||
"202 A64FX clang Ofast 3d-r3-11pt 24.486984 35 \n",
|
||
"213 A64FX clang O3 3d-r3-11pt 24.450432 35 \n",
|
||
"224 A64FX clang O2 3d-r3-11pt 24.450432 35 \n",
|
||
"235 A64FX clang O1 3d-r3-11pt 24.428757 35 \n",
|
||
"827 TX2 clang O1 3d-27pt 73.593916 83 \n",
|
||
"169 A64FX gcc O3 3d-r3-11pt 3.340075 24 \n",
|
||
"824 TX2 clang Ofast 3d-27pt 72.766513 83 \n",
|
||
"158 A64FX gcc Ofast 3d-r3-11pt 3.325407 24 \n",
|
||
"7 SKX icc O2 3d-r3-11pt 1.800601 26 \n",
|
||
"4 SKX icc O3 3d-r3-11pt 1.774300 26 \n",
|
||
"1 SKX icc Ofast 3d-r3-11pt 1.774285 26 \n",
|
||
"831 TX2 gcc O1 3d-27pt 69.708291 83 \n",
|
||
"154 SKX gcc O2 3d-27pt 32.069983 39 \n",
|
||
"153 SKX gcc O3 3d-27pt 32.053916 39 \n",
|
||
"708 ZEN gcc Ofast pi 2.437910 19 \n",
|
||
"719 ZEN clang O1 3d-27pt 33.432250 93 \n",
|
||
"190 A64FX gcc O1 3d-7pt 11.282885 19 \n",
|
||
"155 SKX gcc O1 3d-27pt 33.071204 40 \n",
|
||
"3 SKX icc O3 2d-5pt 0.722362 23 \n",
|
||
"6 SKX icc O2 2d-5pt 0.722088 23 \n",
|
||
"5 SKX icc O3 3d-7pt 1.005445 23 \n",
|
||
"8 SKX icc O2 3d-7pt 1.005362 23 \n",
|
||
"2 SKX icc Ofast 3d-7pt 1.005352 23 \n",
|
||
"0 SKX icc Ofast 2d-5pt 0.712470 23 \n",
|
||
"555 ZEN2 gcc O1 pi 11.156682 11 \n",
|
||
"150 SKX clang O2 3d-27pt 45.435787 86 \n",
|
||
"149 SKX clang O3 3d-27pt 45.425229 86 \n",
|
||
"148 SKX clang Ofast 3d-27pt 45.279494 86 \n",
|
||
"151 SKX clang O1 3d-27pt 45.144395 85 \n",
|
||
"814 TX2 gcc O1 update 3.668020 6 \n",
|
||
"747 TX2 gcc O2 3d-r3-11pt 17.506562 25 \n",
|
||
"222 A64FX clang O2 2d-5pt 3.809216 11 \n",
|
||
"234 A64FX clang O1 3d-7pt 13.049047 23 \n",
|
||
"811 TX2 gcc O1 striad 5.769770 9 \n",
|
||
"560 ZEN2 clang Ofast 3d-27pt 30.120761 87 \n",
|
||
"562 ZEN2 clang O2 3d-27pt 30.036413 87 \n",
|
||
"561 ZEN2 clang O3 3d-27pt 30.036092 87 \n",
|
||
"806 TX2 gcc O2 update 3.579891 6 \n",
|
||
"28 SKX gcc O3 3d-r3-11pt 2.928193 15 \n",
|
||
"179 A64FX gcc O2 3d-7pt 9.033439 16 \n",
|
||
"717 ZEN clang O3 3d-27pt 30.522349 87 \n",
|
||
"718 ZEN clang O2 3d-27pt 30.513532 87 \n",
|
||
"563 ZEN2 clang O1 3d-27pt 29.413301 93 \n",
|
||
"491 ZEN2 gcc Ofast triad 0.524969 6 \n",
|
||
"744 TX2 gcc O3 3d-r3-11pt 8.398803 25 \n",
|
||
"499 ZEN2 gcc O3 triad 0.524901 6 \n",
|
||
"492 ZEN2 gcc O3 copy 0.524468 5 \n",
|
||
"484 ZEN2 gcc Ofast copy 0.524399 5 \n",
|
||
"741 TX2 gcc Ofast 3d-r3-11pt 8.372373 25 \n",
|
||
"716 ZEN clang Ofast 3d-27pt 30.313140 87 \n",
|
||
"108 SKX gcc O3 copy 0.518394 5 \n",
|
||
"100 SKX gcc Ofast copy 0.518381 5 \n",
|
||
"320 IVB icc O1 copy 2.063869 5 \n",
|
||
"382 IVB gcc O2 update 2.063815 6 \n",
|
||
"702 ZEN icc O1 update 2.059952 5 \n",
|
||
"390 IVB gcc O1 update 2.051820 6 \n",
|
||
"696 ZEN icc O1 copy 2.051319 5 \n",
|
||
"200 A64FX clang Ofast 2d-5pt 3.830862 13 \n",
|
||
"662 ZEN gcc O2 update 2.033059 6 \n",
|
||
"376 IVB gcc O2 copy 2.027810 6 \n",
|
||
"211 A64FX clang O3 2d-5pt 3.802034 13 \n",
|
||
"358 IVB clang O1 update 2.027730 5 \n",
|
||
"506 ZEN2 gcc O2 update 2.026369 6 \n",
|
||
"469 ZEN2 clang O2 store 0.506572 7 \n",
|
||
"468 ZEN2 clang O2 copy 0.506566 11 \n",
|
||
"130 SKX gcc O1 update 2.025591 6 \n",
|
||
"122 SKX gcc O2 update 2.025563 6 \n",
|
||
"66 SKX icc O1 update 2.025562 5 \n",
|
||
"60 SKX icc O1 copy 2.025480 5 \n",
|
||
"546 ZEN2 icc O1 update 2.024912 5 \n",
|
||
"545 ZEN2 icc O1 add 2.024874 6 \n",
|
||
"461 ZEN2 clang O3 store 0.506105 7 \n",
|
||
"508 ZEN2 gcc O1 copy 2.024413 6 \n",
|
||
"474 ZEN2 clang O2 update 0.506086 11 \n",
|
||
"467 ZEN2 clang O3 triad 0.506079 15 \n",
|
||
"670 ZEN gcc O1 update 2.023774 6 \n",
|
||
"540 ZEN2 icc O1 copy 2.023416 5 \n",
|
||
"459 ZEN2 clang Ofast triad 0.505634 15 \n",
|
||
"458 ZEN2 clang Ofast update 0.505616 11 \n",
|
||
"457 ZEN2 clang Ofast add 0.505614 15 \n",
|
||
"497 ZEN2 gcc O3 add 0.505604 6 \n",
|
||
"485 ZEN2 gcc Ofast store 0.505589 4 \n",
|
||
"489 ZEN2 gcc Ofast add 0.505587 6 \n",
|
||
"453 ZEN2 clang Ofast store 0.505468 7 \n",
|
||
"514 ZEN2 gcc O1 update 2.021849 6 \n",
|
||
"547 ZEN2 icc O1 triad 2.021751 6 \n",
|
||
"505 ZEN2 gcc O2 add 2.021123 7 \n",
|
||
"466 ZEN2 clang O3 update 0.505135 11 \n",
|
||
"383 IVB gcc O2 triad 3.023811 7 \n",
|
||
"389 IVB gcc O1 add 3.023718 7 \n",
|
||
"201 A64FX clang Ofast 3d-7pt 9.316714 31 \n",
|
||
"498 ZEN2 gcc O3 update 0.503385 5 \n",
|
||
"805 TX2 gcc O2 add 4.018430 7 \n",
|
||
"807 TX2 gcc O2 triad 4.018125 7 \n",
|
||
"813 TX2 gcc O1 add 4.017989 7 \n",
|
||
"145 SKX icc O3 3d-27pt 3.387252 58 \n",
|
||
"483 ZEN2 clang O1 triad 2.005150 6 \n",
|
||
"490 ZEN2 gcc Ofast update 0.501196 5 \n",
|
||
"352 IVB clang O1 copy 2.003709 5 \n",
|
||
"801 TX2 gcc O2 store 2.001561 4 \n",
|
||
"748 TX2 gcc O2 3d-7pt 10.667454 17 \n",
|
||
"809 TX2 gcc O1 store 2.001393 4 \n",
|
||
"\n",
|
||
" OSACA_relerr OSACA_throughput OSACA_lcd IACA_prediction \\\n",
|
||
"770 0.953761 1.6650 0.5000 NaN \n",
|
||
"762 0.944456 2.0000 0.5000 NaN \n",
|
||
"183 0.941333 3.5000 2.0000 NaN \n",
|
||
"194 0.941321 3.5000 2.0000 NaN \n",
|
||
"754 0.897572 2.0000 0.5000 NaN \n",
|
||
"778 0.888916 4.0000 1.0000 NaN \n",
|
||
"810 0.861143 5.0000 1.0000 NaN \n",
|
||
"255 0.818288 16.2500 1.0000 NaN \n",
|
||
"254 0.810961 16.5000 1.0000 NaN \n",
|
||
"253 0.810908 16.5000 1.0000 NaN \n",
|
||
"252 0.810895 16.5000 1.0000 NaN \n",
|
||
"272 0.805666 1.0000 0.2500 1.000000 \n",
|
||
"275 0.800061 1.0000 0.2500 1.000000 \n",
|
||
"278 0.795869 1.0000 0.2500 1.000000 \n",
|
||
"256 0.771482 21.0000 1.0000 NaN \n",
|
||
"259 0.770123 21.0000 1.0000 NaN \n",
|
||
"258 0.770054 21.0000 1.0000 NaN \n",
|
||
"257 0.769945 21.0000 1.0000 NaN \n",
|
||
"277 0.709746 1.8350 0.2500 2.312500 \n",
|
||
"274 0.709193 1.8350 0.2500 2.287500 \n",
|
||
"280 0.698817 1.8350 0.2500 2.012500 \n",
|
||
"191 0.698182 6.7500 2.0000 NaN \n",
|
||
"829 0.684159 9.3350 0.5000 NaN \n",
|
||
"828 0.683656 9.3350 0.5000 NaN \n",
|
||
"180 0.683153 6.2500 1.0000 NaN \n",
|
||
"830 0.655266 18.6700 1.0000 NaN \n",
|
||
"711 0.646806 4.0000 3.0000 NaN \n",
|
||
"825 0.632850 27.3300 1.0000 NaN \n",
|
||
"826 0.632831 27.3300 1.0000 NaN \n",
|
||
"202 0.632458 9.0000 1.0000 NaN \n",
|
||
"213 0.631908 9.0000 1.0000 NaN \n",
|
||
"224 0.631908 9.0000 1.0000 NaN \n",
|
||
"235 0.631582 9.0000 1.0000 NaN \n",
|
||
"827 0.628638 27.3300 1.0000 NaN \n",
|
||
"169 0.625757 1.2500 0.1250 NaN \n",
|
||
"824 0.624415 27.3300 1.0000 NaN \n",
|
||
"158 0.624106 1.2500 0.1250 NaN \n",
|
||
"7 0.618183 0.6875 0.1250 1.316250 \n",
|
||
"4 0.612523 0.6875 0.1250 1.316250 \n",
|
||
"1 0.612520 0.6875 0.1250 1.316250 \n",
|
||
"831 0.607938 27.3300 1.0000 NaN \n",
|
||
"154 0.594637 13.0000 1.0000 31.450000 \n",
|
||
"153 0.594433 13.0000 1.0000 31.450000 \n",
|
||
"708 0.589813 1.0000 0.3750 NaN \n",
|
||
"719 0.581243 14.0000 1.0000 NaN \n",
|
||
"190 0.579008 4.7500 2.0000 NaN \n",
|
||
"155 0.576671 14.0000 1.0000 32.480000 \n",
|
||
"3 0.567391 0.3125 0.0625 0.404375 \n",
|
||
"6 0.567227 0.3125 0.0625 0.404375 \n",
|
||
"5 0.564869 0.4375 0.0625 0.478125 \n",
|
||
"8 0.564833 0.4375 0.0625 0.478125 \n",
|
||
"2 0.564829 0.4375 0.0625 0.478125 \n",
|
||
"0 0.561385 0.3125 0.0625 0.404375 \n",
|
||
"555 0.551838 5.0000 3.0000 NaN \n",
|
||
"150 0.548814 20.5000 8.0000 34.000000 \n",
|
||
"149 0.548709 20.5000 8.0000 34.000000 \n",
|
||
"148 0.547256 20.5000 8.0000 34.620000 \n",
|
||
"151 0.545902 20.5000 1.0000 33.210000 \n",
|
||
"814 0.544713 1.6700 1.0000 NaN \n",
|
||
"747 0.543028 8.0000 1.0000 NaN \n",
|
||
"222 0.540588 1.7500 0.5000 NaN \n",
|
||
"234 0.540196 6.0000 1.0000 NaN \n",
|
||
"811 0.537243 2.6700 1.0000 NaN \n",
|
||
"560 0.535204 14.0000 2.0000 NaN \n",
|
||
"562 0.533899 14.0000 2.0000 NaN \n",
|
||
"561 0.533894 14.0000 2.0000 NaN \n",
|
||
"806 0.533505 1.6700 1.0000 NaN \n",
|
||
"28 0.530427 1.3750 0.2500 1.935000 \n",
|
||
"179 0.529526 4.2500 1.0000 NaN \n",
|
||
"717 0.524938 14.5000 2.0000 NaN \n",
|
||
"718 0.524801 14.5000 2.0000 NaN \n",
|
||
"563 0.524025 14.0000 1.0000 NaN \n",
|
||
"491 0.523781 0.2500 0.2500 NaN \n",
|
||
"744 0.523742 4.0000 0.5000 NaN \n",
|
||
"499 0.523720 0.2500 0.2500 NaN \n",
|
||
"492 0.523327 0.2500 0.2500 NaN \n",
|
||
"484 0.523263 0.2500 0.2500 NaN \n",
|
||
"741 0.522238 4.0000 0.5000 NaN \n",
|
||
"716 0.521660 14.5000 2.0000 NaN \n",
|
||
"108 0.517741 0.2500 0.2500 0.307500 \n",
|
||
"100 0.517729 0.2500 0.2500 0.307500 \n",
|
||
"320 0.515473 1.0000 1.0000 1.240000 \n",
|
||
"382 0.515460 1.0000 1.0000 1.710000 \n",
|
||
"702 0.514552 1.0000 1.0000 NaN \n",
|
||
"390 0.512628 1.0000 1.0000 1.710000 \n",
|
||
"696 0.512509 1.0000 1.0000 NaN \n",
|
||
"200 0.510554 1.8750 0.5000 NaN \n",
|
||
"662 0.508130 1.0000 1.0000 NaN \n",
|
||
"376 0.506857 1.0000 1.0000 1.480000 \n",
|
||
"211 0.506843 1.8750 0.5000 NaN \n",
|
||
"358 0.506838 1.0000 1.0000 1.480000 \n",
|
||
"506 0.506506 1.0000 1.0000 NaN \n",
|
||
"469 0.506487 0.2500 0.0625 NaN \n",
|
||
"468 0.506481 0.2500 0.0625 NaN \n",
|
||
"130 0.506317 1.0000 1.0000 1.750000 \n",
|
||
"122 0.506310 1.0000 1.0000 1.750000 \n",
|
||
"66 0.506310 1.0000 1.0000 1.500000 \n",
|
||
"60 0.506290 1.0000 1.0000 1.230000 \n",
|
||
"546 0.506151 1.0000 1.0000 NaN \n",
|
||
"545 0.506142 1.0000 1.0000 NaN \n",
|
||
"461 0.506032 0.2500 0.0625 NaN \n",
|
||
"508 0.506030 1.0000 1.0000 NaN \n",
|
||
"474 0.506012 0.2500 0.0625 NaN \n",
|
||
"467 0.506006 0.2500 0.0625 NaN \n",
|
||
"670 0.505874 1.0000 1.0000 NaN \n",
|
||
"540 0.505786 1.0000 1.0000 NaN \n",
|
||
"459 0.505571 0.2500 0.0625 NaN \n",
|
||
"458 0.505553 0.2500 0.0625 NaN \n",
|
||
"457 0.505552 0.2500 0.0625 NaN \n",
|
||
"497 0.505541 0.2500 0.2500 NaN \n",
|
||
"485 0.505527 0.2500 0.2500 NaN \n",
|
||
"489 0.505526 0.2500 0.2500 NaN \n",
|
||
"453 0.505408 0.2500 0.0625 NaN \n",
|
||
"514 0.505403 1.0000 1.0000 NaN \n",
|
||
"547 0.505379 1.0000 1.0000 NaN \n",
|
||
"505 0.505226 1.0000 1.0000 NaN \n",
|
||
"466 0.505083 0.2500 0.0625 NaN \n",
|
||
"383 0.503937 1.5000 1.0000 2.240000 \n",
|
||
"389 0.503922 1.5000 1.0000 2.000000 \n",
|
||
"201 0.503580 4.6250 0.5000 NaN \n",
|
||
"498 0.503362 0.2500 0.2500 NaN \n",
|
||
"805 0.502293 2.0000 1.0000 NaN \n",
|
||
"807 0.502255 2.0000 1.0000 NaN \n",
|
||
"813 0.502239 2.0000 1.0000 NaN \n",
|
||
"145 0.501809 1.6875 0.1250 3.388750 \n",
|
||
"483 0.501284 1.0000 1.0000 NaN \n",
|
||
"490 0.501193 0.2500 0.2500 NaN \n",
|
||
"352 0.500925 1.0000 1.0000 1.240000 \n",
|
||
"801 0.500390 1.0000 1.0000 NaN \n",
|
||
"748 0.500349 5.3300 1.0000 NaN \n",
|
||
"809 0.500348 1.0000 1.0000 NaN \n",
|
||
"\n",
|
||
" LLVM-MCA_prediction \n",
|
||
"770 5.615000 \n",
|
||
"762 6.105000 \n",
|
||
"183 3.270000 \n",
|
||
"194 2.770000 \n",
|
||
"754 6.105000 \n",
|
||
"778 12.210000 \n",
|
||
"810 13.220000 \n",
|
||
"255 31.450000 \n",
|
||
"254 33.200000 \n",
|
||
"253 33.200000 \n",
|
||
"252 33.850000 \n",
|
||
"272 0.805000 \n",
|
||
"275 0.805000 \n",
|
||
"278 0.805000 \n",
|
||
"256 36.500000 \n",
|
||
"259 36.500000 \n",
|
||
"258 36.500000 \n",
|
||
"257 36.500000 \n",
|
||
"277 2.075000 \n",
|
||
"274 2.075000 \n",
|
||
"280 1.992500 \n",
|
||
"191 7.970000 \n",
|
||
"829 41.290000 \n",
|
||
"828 41.290000 \n",
|
||
"180 7.200000 \n",
|
||
"830 89.540000 \n",
|
||
"711 3.840000 \n",
|
||
"825 91.580000 \n",
|
||
"826 91.580000 \n",
|
||
"202 9.200000 \n",
|
||
"213 9.200000 \n",
|
||
"224 9.200000 \n",
|
||
"235 9.200000 \n",
|
||
"827 91.580000 \n",
|
||
"169 1.747500 \n",
|
||
"824 91.570000 \n",
|
||
"158 1.747500 \n",
|
||
"7 0.951250 \n",
|
||
"4 0.951250 \n",
|
||
"1 0.951250 \n",
|
||
"831 98.510000 \n",
|
||
"154 24.940000 \n",
|
||
"153 24.940000 \n",
|
||
"708 0.788750 \n",
|
||
"719 25.430000 \n",
|
||
"190 5.330000 \n",
|
||
"155 25.610000 \n",
|
||
"3 0.393125 \n",
|
||
"6 0.393125 \n",
|
||
"5 0.435625 \n",
|
||
"8 0.435625 \n",
|
||
"2 0.435625 \n",
|
||
"0 0.393125 \n",
|
||
"555 3.790000 \n",
|
||
"150 39.770000 \n",
|
||
"149 39.770000 \n",
|
||
"148 40.430000 \n",
|
||
"151 39.440000 \n",
|
||
"814 5.090000 \n",
|
||
"747 24.460000 \n",
|
||
"222 2.680000 \n",
|
||
"234 4.920000 \n",
|
||
"811 8.130000 \n",
|
||
"560 29.640000 \n",
|
||
"562 29.630000 \n",
|
||
"561 29.630000 \n",
|
||
"806 5.090000 \n",
|
||
"28 1.502500 \n",
|
||
"179 3.900000 \n",
|
||
"717 25.390000 \n",
|
||
"718 25.390000 \n",
|
||
"563 31.610000 \n",
|
||
"491 0.412500 \n",
|
||
"744 12.230000 \n",
|
||
"499 0.412500 \n",
|
||
"492 0.340000 \n",
|
||
"484 0.340000 \n",
|
||
"741 12.230000 \n",
|
||
"716 25.390000 \n",
|
||
"108 0.275000 \n",
|
||
"100 0.275000 \n",
|
||
"320 1.330000 \n",
|
||
"382 2.130000 \n",
|
||
"702 1.620000 \n",
|
||
"390 2.130000 \n",
|
||
"696 1.360000 \n",
|
||
"200 1.900000 \n",
|
||
"662 2.120000 \n",
|
||
"376 1.580000 \n",
|
||
"211 1.900000 \n",
|
||
"358 1.640000 \n",
|
||
"506 2.120000 \n",
|
||
"469 0.112500 \n",
|
||
"468 0.178125 \n",
|
||
"130 1.450000 \n",
|
||
"122 1.610000 \n",
|
||
"66 1.370000 \n",
|
||
"60 1.080000 \n",
|
||
"546 1.620000 \n",
|
||
"545 1.630000 \n",
|
||
"461 0.112500 \n",
|
||
"508 1.600000 \n",
|
||
"474 0.256875 \n",
|
||
"467 0.321875 \n",
|
||
"670 2.120000 \n",
|
||
"540 1.360000 \n",
|
||
"459 0.258750 \n",
|
||
"458 0.256875 \n",
|
||
"457 0.259375 \n",
|
||
"497 0.407500 \n",
|
||
"485 0.262500 \n",
|
||
"489 0.407500 \n",
|
||
"453 0.112500 \n",
|
||
"514 2.120000 \n",
|
||
"547 1.650000 \n",
|
||
"505 1.880000 \n",
|
||
"466 0.256875 \n",
|
||
"383 2.670000 \n",
|
||
"389 2.120000 \n",
|
||
"201 4.915000 \n",
|
||
"498 0.405000 \n",
|
||
"805 6.090000 \n",
|
||
"807 6.090000 \n",
|
||
"813 6.090000 \n",
|
||
"145 2.315000 \n",
|
||
"483 2.150000 \n",
|
||
"490 0.405000 \n",
|
||
"352 1.330000 \n",
|
||
"801 3.040000 \n",
|
||
"748 16.300000 \n",
|
||
"809 3.040000 "
|
||
]
|
||
},
|
||
"execution_count": 20,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Runtime more than 110% of CP, this may be a model error:\n",
|
||
"df.query(\"OSACA_relerr > 0.5\").sort_values('OSACA_relerr', ascending=False)[[\n",
|
||
" 'arch', 'compiler', 'cflags_name', 'kernel',\n",
|
||
" 'best_runtime', 'instruction count', 'OSACA_relerr',\n",
|
||
" 'OSACA_throughput', 'OSACA_lcd',\n",
|
||
" 'IACA_prediction', 'LLVM-MCA_prediction']\n",
|
||
"]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"hide_code_all_hidden": false,
|
||
"kernelspec": {
|
||
"display_name": "Python 3.7.5 64-bit ('python37': virtualenv)",
|
||
"language": "python",
|
||
"name": "python37564bitpython37virtualenve45cc6d57f8c49279c8350752a82a235"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.7.9"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|