Buggy python submission (verdict: Runtime Error):
import numpy as np
i8 = np.int64
i4 = np.int32

def calc(dp1, dp2, k):
    dp2[k:] += dp1[:dp1.shape[0]-k]
    dp2[:dp2.shape[0]-k] += dp1[k:]

def solve(z, dp):
    zero = dp.shape[2] // 2
    dp[0, 0, zero + z[0, 0]] = 1
    dp[0, 0, zero - z[0, 0]] = 1
    for x in range(1, z.shape[1]):
        calc(dp[0, x - 1], dp[0, x], z[0, x])
    for y in range(1, z.shape[0]):
        calc(dp[y - 1, 0], dp[y, 0], z[y, 0])
        for x in range(1, z.shape[1]):
            calc(dp[y, x - 1], dp[y, x], z[y, x])
            calc(dp[y - 1, x], dp[y, x], z[y, x])
    for i in range(zero, dp.shape[2]):
        if dp[dp.shape[0] - 1, dp.shape[1] - 1, i] > 0:
            return i - zero
    return -1

def main2():
    stdin = open('/dev/stdin')
    H, W = map(int, stdin.readline().split())
    a = np.empty((H, W), i8)
    b = np.empty((H, W), i8)
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            a[i, j] = c
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            b[i, j] = c
    z = np.abs(a - b)
    if H > W:
        z = z.T.copy()
    dp = np.zeros((H, W, 80 * 80 * 80*2 + 1), i8)
    ans = solve(z, dp)
    print(ans)


main2()

Fixed submission:
import numpy as np
i8 = np.int64
i4 = np.int32

def calc(dp1, dp2, k):
    dp2[k:] += dp1[:dp1.shape[0]-k]
    dp2[:dp2.shape[0]-k] += dp1[k:]

def solve(z, dp):
    zero = dp.shape[2] // 2
    dp[0, 0, zero + z[0, 0]] = 1
    dp[0, 0, zero - z[0, 0]] = 1
    for x in range(1, z.shape[1]):
        calc(dp[0, x - 1], dp[0, x], z[0, x])
    for y in range(1, z.shape[0]):
        calc(dp[y - 1, 0], dp[y, 0], z[y, 0])
        for x in range(1, z.shape[1]):
            calc(dp[y, x - 1], dp[y, x], z[y, x])
            calc(dp[y - 1, x], dp[y, x], z[y, x])
            if (x + y) % 10 == 0:
                dp[y, x] = dp[y, x] > 0
    for i in range(zero, dp.shape[2]):
        if dp[dp.shape[0] - 1, dp.shape[1] - 1, i] > 0:
            return i - zero
    return -1

def main2():
    stdin = open('/dev/stdin')
    H, W = map(int, stdin.readline().split())
    a = np.empty((H, W), i8)
    b = np.empty((H, W), i8)
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            a[i, j] = c
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            b[i, j] = c
    z = np.abs(a - b)
    dp = np.zeros((H, W, 80 * 80 *2 + 1), i8)
    ans = solve(z, dp)
    print(ans)


main2()

Buggy python submission (verdict: Runtime Error):
import numpy as np
i8 = np.int64
i4 = np.int32

def calc(dp1, dp2, k):
    dp2[k:] += dp1[:-k]
    dp2[:-k] += dp1[k:]

def solve(z, dp):
    zero = dp.shape[2] // 2
    dp[0, 0, zero + z[0, 0]] = 1
    dp[0, 0, zero - z[0, 0]] = 1
    for x in range(1, z.shape[1]):
        calc(dp[0, x - 1], dp[0, x], z[0, x])
    for y in range(1, z.shape[0]):
        calc(dp[y - 1, 0], dp[y, 0], z[y, 0])
        for x in range(1, z.shape[1]):
            calc(dp[y, x - 1], dp[y, x], z[y, x])
            calc(dp[y - 1, x], dp[y, x], z[y, x])
    for i in range(zero, dp.shape[2]):
        if dp[dp.shape[0] - 1, dp.shape[1] - 1, i] > 0:
            return i - zero
    return -1


def main2():
    stdin = open('/dev/stdin')
    H, W = map(int, stdin.readline().split())
    a = np.empty((H, W), i8)
    b = np.empty((H, W), i8)
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            a[i, j] = c
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            b[i, j] = c
    z = np.abs(a - b)
    if H > W:
        z = z.T.copy()
    dp = np.zeros((H, W, 80 * 80 * 80*2 + 1), i8)
    ans = solve(z, dp)
    print(ans)

main2()

Fixed submission:
import numpy as np
i8 = np.int64
i4 = np.int32

def calc(dp1, dp2, k):
    dp2[k:] += dp1[:dp1.shape[0]-k]
    dp2[:dp2.shape[0]-k] += dp1[k:]

def solve(z, dp):
    zero = dp.shape[2] // 2
    dp[0, 0, zero + z[0, 0]] = 1
    dp[0, 0, zero - z[0, 0]] = 1
    for x in range(1, z.shape[1]):
        calc(dp[0, x - 1], dp[0, x], z[0, x])
    for y in range(1, z.shape[0]):
        calc(dp[y - 1, 0], dp[y, 0], z[y, 0])
        for x in range(1, z.shape[1]):
            calc(dp[y, x - 1], dp[y, x], z[y, x])
            calc(dp[y - 1, x], dp[y, x], z[y, x])
            if (x + y) % 10 == 0:
                dp[y, x] = dp[y, x] > 0
    for i in range(zero, dp.shape[2]):
        if dp[dp.shape[0] - 1, dp.shape[1] - 1, i] > 0:
            return i - zero
    return -1

def main2():
    stdin = open('/dev/stdin')
    H, W = map(int, stdin.readline().split())
    a = np.empty((H, W), i8)
    b = np.empty((H, W), i8)
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            a[i, j] = c
    for i in range(H):
        for j, c in enumerate(map(int, stdin.readline().split())):
            b[i, j] = c
    z = np.abs(a - b)
    dp = np.zeros((H, W, 80 * 80 *2 + 1), i8)
    ans = solve(z, dp)
    print(ans)


main2()