Files
openvino/docs/_static/js/graphs_ov_tf.js
Nikolay Tyukaev 6062e3d4b7 DOCS: benchmarks ovino vs tf (#10654)
* benchmarks-ovino-vs-tf

* minor fixes
2022-02-25 10:34:11 +03:00

110 lines
3.5 KiB
JavaScript

$(document).ready(function () {
var chartBlock = $('.chart-block-tf-ov');
chartBlock.each(function () {
var url = $(this).data('loadcsv');
Papa.parse(url, {
download: true,
complete: renderData($(this))
})
});
function getLabels(data) {
return data
.map((item) => item[1]);
}
function getChartOptions(title, displayLabels) {
return {
responsive: false,
maintainAspectRatio: false,
legend: { display: true, position: 'bottom' },
title: {
display: true,
text: title
},
scales: {
xAxes: [{
ticks: {
beginAtZero: true
}
}],
yAxes: [{
ticks: {
display: displayLabels, //this will remove only the label
beginAtZero: true
}
}]
},
plugins: {
datalabels: {
color: "#4A4A4A",
anchor: "end",
align: "end",
clamp: false,
offset: 0,
display: true,
font: {
size: 8,
family: 'Roboto'
}
}
}
}
}
function getChartData(data) {
function getDataset(data, col, label, color) {
return {
label: label,
data: data.map(function (item) {
return item[col]
}),
backgroundColor: color,
borderColor: 'rgba(170,170,170,0)',
barThickness: 12
}
}
return {
labels: getLabels(data),
datasets: [getDataset(data, 2, 'openvino', '#00C7FD'), getDataset(data, 3, 'TF', '#8F5DA2')]
};
}
function renderData(currentChart) {
return function (result) {
var data = result.data;
// remove col names
data.shift(0);
var chartName = data[1][0];
var chartSlug = chartName.replace(')', '').replace(' (', '-');
var graphContainer = $('<div>');
var chartContainer = $('<div>');
graphContainer.attr('id', 'ov-graph-container-' + chartSlug);
chartContainer.addClass('chart-container');
chartContainer.addClass('container');
var chartWrap = $('<div>');
chartWrap.addClass('chart-wrap');
chartWrap.addClass('container');
chartContainer.append(chartWrap);
var chart = $('<div>');
chart.addClass('chart');
chart.addClass('col-md-12');
var canvas = $('<canvas>');
chart.append(canvas);
var container = $('<div>');
container.addClass('row');
container.append(chart);
var context = canvas.get(0).getContext('2d');
context.canvas.width = context.canvas.width * 2.5;
var chartTitle = chartName + ', Throughput (FPS) Precision: FP32 (Higher is better)';
new Chart(context, {
type: 'horizontalBar',
data: getChartData(data),
options: getChartOptions(chartTitle, true)
});
chartContainer.append(container);
currentChart.append(chartContainer);
}
}
});