import bisect INPUT_BITS = 32 TABLE_BITS = 5 INT_BITS = 64 EXACT_FPBITS = 256 F = RealField(100) # overkill def BestOverApproxInvLog2(mulof, maxd): """ Compute denominator of an approximation of 1/log(2). Specifically, find the value of d (<= maxd, and a multiple of mulof) such that ceil(d/log(2))/d is the best approximation of 1/log(2). """ dist=1 best=0 # Precomputed denominators that lead to good approximations of 1/log(2) for d in [1, 2, 9, 70, 131, 192, 445, 1588, 4319, 11369, 18419, 25469, 287209, 836158, 3057423, 8336111, 21950910, 35565709, 49180508, 161156323, 273132138, 385107953, 882191721]: kd = lcm(mulof, d) if kd <= maxd: n = ceil(kd / log(2)) dis = F((n / kd) - 1 / log(2)) if dis < dist: dist = dis best = kd return best LOG2_TABLE = [] A = 0 B = 0 C = 0 D = 0 K = 0 def Setup(k): global LOG2_TABLE, A, B, C, D, K K = k LOG2_TABLE = [] for i in range(2 ** TABLE_BITS): LOG2_TABLE.append(int(floor(F(K * log(1 + i / 2**TABLE_BITS, 2))))) # Maximum for (2*x+1)*LogK2(x) max_T = (2^(INPUT_BITS + 1) - 1) * (INPUT_BITS*K - 1) # Maximum for A max_A = (2^INT_BITS - 1) // max_T D = BestOverApproxInvLog2(2 * K, max_A * 2 * K) A = D // (2 * K) B = int(ceil(F(D/log(2)))) C = int(floor(F(D*log(2*pi,2)/2))) def LogK2(n): assert(n >= 1 and n < (1 << INPUT_BITS)) bits = Integer(n).nbits() return K * (bits - 1) + LOG2_TABLE[((n << (INPUT_BITS - bits)) >> (INPUT_BITS - TABLE_BITS - 1)) - 2**TABLE_BITS] def Log2Fact(n): # Use formula (A*(2*x+1)*LogK2(x) - B*x + C) / D return (A*(2*n+1)*LogK2(n) - B*n + C) // D + (n < 3) RES = [int(F(log(factorial(i),2))) for i in range(EXACT_FPBITS * 10)] best_worst_ratio = 0 for K in range(1, 10000): Setup(K) assert(LogK2(1) == 0) assert(LogK2(2) == K) assert(LogK2(4) == 2 * K) good = True worst_ratio = 1 for i in range(1, EXACT_FPBITS * 10): exact = RES[i] approx = Log2Fact(i) if not (approx <= exact and ((approx == exact) or (approx >= EXACT_FPBITS and exact >= EXACT_FPBITS))): good = False break if worst_ratio * exact > approx: worst_ratio = approx / exact if good and worst_ratio > best_worst_ratio: best_worst_ratio = worst_ratio print("Formula: (%i*(2*x+1)*floor(%i*log2(x)) - %i*x + %i) / %i; log(max_ratio)=%f" % (A, K, B, C, D, RR(-log(worst_ratio)))) print("LOG2K_TABLE: %r" % LOG2_TABLE)