Add reference running time to sentence similarity baseline deep dive notebook
"* [Comparison of Baseline Models](#Comparison-of-Baseline-Models)"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Reference running time \n",
+ "The table below provide some reference running time of each section on CPU and GPU machines. \n",
+ "\n",
+ "|Notebook Section|4 **CPU**s, 14GB memory VM| 1 NVIDIA Tesla K80 GPUs, 12GB GPU memory VM|\n",
+ "|:---------------|:------------------------:|:------------------------------------------:|\n",
+ "|Whole notebook| ~ 35 mintues| ~ 28 minutes|\n",
+ "|Data Loading and Preprocessing| ~ 8 minutes| ~ 6 minutes|\n",
+ "|Baseline #1| ~ 4 minutes| ~ 3 minutes|\n",
+ "|Baseline #2| ~ 5 seconds| ~ 3 seconds|\n",
+ "|Baseline #3| ~ 18 minutes| ~ 14 minutes|\n",
+ "|Baseline #4| ~ 5 seconds| ~ 5 seconds|\n",
+ "|Baseline #5| Memory error, please skip if error occurs| ~ 3 minutes|\n",
+ "|Baseline #6| Memory error, please skip if error occurs| ~ 5 seconds|\n",
+ "|Baseline #7| ~ 6 seconds| ~ 5 seconds|\n",
+ "|Baseline #8| ~ 3 minutes| ~ 2 minutes|\n",
+ "|Comparison of Baseline Models| ~ 1 second| ~ 2 seconds|\n"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 6,
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.5.5"
+ "version": "3.6.5"
}
},
"nbformat": 4,
