There is a good reason to use data URIs rather than images.
The data URI is encoded by base 64, which means that it is approximately 25% larger than the image. However, your CSS file may be cached, so expanding a small size is probably not a big problem.
If you have a lot of images, there is overhead for finding each of them, both in terms of name resolution, and to get the image as another resource.
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