I've seen my colleague simply rinsing hers with hot water after she pumps, shaking it and leaving it out on her desk (she has a small drying rack) to air dry before the next use. Also saw another one who will keep hers in a ziplock after washing.
I think rinsing with hot water is the common practice. ;)
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