Native Québecois here. That's most definitely very odd.
The typical scenario is someone not fluent in French attempts to speak it, and the other person switches to English as a courtesy, not as a slight against you; many people forget or don't know that most Québecois in major cities are bilingual.
Simply mentioning that you would like to continue in French so that you can practice will elicit gratitude and wide smiles - we really, really, really like it when people speak French, no matter the quality, and most will happily help you learn a few extra words or expressions.