<asp:Label ID="lblMsg" runat="server" Text="Stock Detail(s) Deleted" EnableViewState="false" visible="false"></asp:Label>
This is what you are looking for. Please Note
EnableViewState="false"
dheeraj9457 has already mentioned this.I just felt i should clarify.
Hope it helps.