  We prove that probability $P_n$ that $n\times n$ random matrix with uniform
distributed $\pm 1$ entries is singular satisfies asymptotic inequality $P_n =
n(n-1)2^{1-n}(1+o(1))$ We find the asymptotic expansion of $P_n$
