Chart.js is not respecting my container dimensions

You need to set the option maintainAspectRatio to false

....
new Chart(ctx).Line(data, {
    responsive:true,
    maintainAspectRatio: false
});

Fiddle – https://jsfiddle.net/3cxeyLc8/