SD Memory Card maximum
What is the maximum size SD memory card the Canon PowerShot A580 IS will accept?
According to the User Manual your camera accepts SD memory card/SDHC memory card/MMC Card/MMCplus card/HC MMC plus card. This means you could probably use a 32GB card. I do believe that most people do not go higher than 8GB to prevent read/write errors and buffer overflow etc.