The problem is that you're using percents instead of a numeric value or a keyword (normal or bold). If you change it to a numeric value, it works:

input.bold {
  font-weight: 800;
}

<input type="submit" class="bold">
<input type="submit"> <!-- for comparison -->

See the MDN docs for supported values.