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monitorcv.html
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monitorcv.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<style>
body {
font-family: courier;
padding: 0;
margin: 0;
}
#wrap {
margin: 5px;
}
.wtitle {
font-size: 2em;
}
.wparams {
font-size: 0.8em;
}
.wstats {
color: #900;
}
.wtime {
}
.witer {
font-weight: bold;
}
.ww {
border: 1px solid #333;
margin: 5px;
padding: 5px;
width: 500px;
display: inline-block;
vertical-align: top;
}
.wscore {
font-size: 2em;
font-weight: bold;
color: #0A0;
}
.wdis {
color: #0A0;
font-size: 20px;
}
</style>
<link rel="stylesheet" type="text/css" href="vis_resources/d3utils.css">
<script src="vis_resources/jquery-1.8.3.min.js"></script>
<script src="vis_resources/underscore-min.js"></script>
<script src="vis_resources/d3.min.js" charset="utf-8"></script>
<script src="vis_resources/d3utils.js" charset="utf-8"></script>
<script>
// you'll have to change this code if you want to use it yourself to point to correct JSON files
// refresh()
NUM = 40;
params_seen = {};
filter_params = false;
graphtype = 'cost';
function filterParams(params) {
// this is meant to take out params thata re shared across all runs
if(!filter_params) { return params; }
var pout = {}
for(k in params) {
var v = params[k];
if(! (k in params_seen)) { params_seen[k] = [v]; }
if(params_seen[k].indexOf(v) == -1) { params_seen[k].push(v); }
if(params_seen[k].length > 1) {
pout[k] = v;
}
}
return pout;
}
gdata = {}
function updateWorker(i, status_struct) {
all_data = status_struct.history;
gdata[i] = all_data; // keep global pointer to data
var data = all_data[all_data.length - 1]; // get last report
var div = d3.select('#w'+i);
$("#w"+i).empty();
var dupdated = new Date(data['time']); // not sure what's up
var dnow = new Date();
var ddiff = (dnow - dupdated)/1000/60 - 8*60; // in units of minutes
console.log(ddiff);
var dcol = Math.floor(Math.max(100, 255 - (ddiff/10.0)*100));
$('#w'+i).css('background-color', 'rgb(255,'+dcol + ',' + dcol + ')');
div.append('div').attr('class', 'wtitle').text('worker ' + i);
div.append('div').attr('class', 'wdis').text(status_struct['params']['dataset'] + ': ' + status_struct['params']['generator']);
div.append('div').attr('class', 'wtime').text('last updated: ' + data['time']);
div.append('div').attr('class', 'witer').text('epoch ' + data['epoch'][0].toFixed(2) + '/' + data['epoch'][1])
div.append('div').attr('class', 'witer').text('iter ' + data['iter'][0] + '/' + data['iter'][1])
div.append('div').attr('class', 'wparams').text(JSON.stringify(filterParams(status_struct['params']), null, ' '));
div.append('div').attr('class', 'wbatchtime').text('time per batch:' + data['time_per_batch'].toFixed(3) + 's');
div.append('div').attr('class', 'wstats').html('smooth train ppl: ' + data['smooth_train_ppl2'].toFixed(3));
div.append('div').attr('class', 'wscore').text(data['val_ppl2'].toFixed(3));
var xdata = [];
var ydata = [];
for(var j=0;j<all_data.length;j++) {
data = all_data[j];
xdata.push(data['epoch'][0]);
ydata.push(data['train_ppl2']);
}
div.append('div').attr('id', 'wg'+i).attr('style', 'width:500px;height:300px;');
plotToDiv(document.getElementById('wg'+i), ydata, xdata);
}
function refresh() {
// load all jsons
for(var i=1;i<=NUM;i++) {
var json_path = 'status/visionlab'+i+'.stanford.edu_status.json';
$.getJSON(json_path, function(q){
return function(data) {
updateWorker(q, data);
};
}(i));
}
}
iid = 0;
function start() {
var wrap = d3.select('#wrap');
for(var i=1;i<=NUM;i++) { wrap.append('div').attr('class', 'ww').attr('id', 'w'+i); }
refresh();
iid = setInterval(refresh, 60000);
}
function updateall() {
for(var i=1;i<=NUM;i++) {
var data = gdata[i];
if(data) {
updateWorker(i, data);
}
}
}
function allparams() {
filter_params = false;
updateall();
}
function filterparams() {
filter_params = true;
updateall();
}
</script>
</head>
<body onload="start()">
<div id="ui" style="margin:20px;">
<button type="button" onclick="allparams()">Show all params</button>
<button type="button" onclick="filterparams()">Filter params</button>
</div>
<div id="wrap">
</div>
</body>
</html>