I second the spray adhesive or contact cement, I once used a carpet adhesive and it was terrible when I removed the carpet-about 2-3 weeks of grinding and scraping and who knows how much && in materials I used removing that crap. That being said I have had good luck with 3m and loctite brand high strength aerosol spray adhesive.
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