To exclude the controls in the grid as triggers of the page validation mechanism, you can disable the validation for the control as shown in this demo:
Moreover, if you want to disable the validation for the edit buttons in rows individually, consider intercepting the ItemCreated or ItemDataBound event of the grid, find the edit button in the corresponding record using the approach from here
and set its CausesValidation property to false.
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