Problem 160
Last five non-zero digits of 10^12!.
View problem on Project Euler
Performance comparison
| Metric | Our solution | Best known |
| Time complexity | O(n) | O(n) |
| Space complexity | O(1) | O(n) |
| Approach | Flow solution | Big-integer arithmetic |
| Verdict | Optimal |
Flow source
# Project Euler 160
# Last five non-zero digits of 10^12!.
function count_factors(end0: i64, n: i64) -> i64 {
let mut end: i64 = end0
let mut total: i64 = 0
while end > 0 {
end = end / n
total = total + end
}
return total
}
function factorial_coprime(n0: i64) -> i64 {
let n: i64 = n0 % 100000
let mut product: i64 = 1
let mut i: i64 = 1
while i <= n {
if (i % 2) != 0 && (i % 5) != 0 {
product = (i * product) % 100000
}
i = i + 1
}
return product
}
function odd_factorialish(n: i64) -> i64 {
if n == 0 { return 1 }
return (odd_factorialish(n / 5) * factorial_coprime(n)) % 100000
}
function factorialish(n: i64) -> i64 {
if n == 0 { return 1 }
# even_factorialish(n) = factorialish(n/2)
return (factorialish(n / 2) * odd_factorialish(n)) % 100000
}
function modpow(base0: i64, exp0: i64, mod: i64) -> i64 {
let mut base: i64 = base0 % mod
let mut exp: i64 = exp0
let mut r: i64 = 1
while exp > 0 {
if (exp & 1) == 1 { r = (r * base) % mod }
base = (base * base) % mod
exp = exp >> 1
}
return r
}
function factorial_suffix(n: i64) -> i64 {
let mut twos: i64 = count_factors(n, 2) - count_factors(n, 5)
if twos >= 2505 {
twos = (twos - 5) % 2500 + 5
}
return (factorialish(n) * modpow(2, twos, 100000)) % 100000
}
function main() -> i32 {
printf("%lld\n", factorial_suffix(1000000000000))
return 0
}
Generated C
#include <stdint.h>
#include <stdbool.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
/* Flow runtime helpers */
typedef struct flow_temp_node { struct flow_temp_node* next; } flow_temp_node;
static flow_temp_node* flow_temp_head = NULL;
static int flow_temp_atexit_set = 0;
__attribute__((unused)) static void flow_temp_free_all(void) {
while (flow_temp_head) {
flow_temp_node* n = flow_temp_head;
flow_temp_head = n->next;
free(n);
}
}
__attribute__((unused)) static void* flow_temp_alloc(size_t nbytes) {
flow_temp_node* node = (flow_temp_node*)malloc(sizeof(flow_temp_node) + nbytes);
if (!node) return NULL;
node->next = flow_temp_head;
flow_temp_head = node;
if (!flow_temp_atexit_set) {
flow_temp_atexit_set = 1;
atexit(flow_temp_free_all);
}
return (void*)(node + 1);
}
#ifndef FLOW_DIAG
#define FLOW_DIAG(msg) fprintf(stderr, "%s", (msg))
#endif
#ifndef FLOW_LOG
#define FLOW_LOG(fmt, ...) printf(fmt, __VA_ARGS__)
#endif
#ifndef FLOW_LOG_EMPTY
#define FLOW_LOG_EMPTY(fmt) printf(fmt)
#endif
static char* flow_strcat(const char* a, const char* b) {
size_t la = strlen(a ? a : ""), lb = strlen(b ? b : "");
char* r = (char*)flow_temp_alloc(la + lb + 1);
if (!r) return NULL;
if (la) memcpy(r, a, la);
if (lb) memcpy(r + la, b, lb);
r[la + lb] = '\0';
return r;
}
#define __flow_in_arr(arr, val) __extension__ ({ \
int _found = 0; \
size_t _n = sizeof(arr)/sizeof((arr)[0]); \
for (size_t _i = 0; _i < _n; _i++) { \
if ((arr)[_i] == (val)) { _found = 1; break; } \
} _found; })
/* Unified fault handler (MISRA #279) — override with -DFLOW_FAULT_HANDLER=fn */
#ifndef FLOW_FAULT_HANDLER
__attribute__((unused)) static inline void flow_fault_handler(const char* msg) {
fprintf(stderr, "flow: %s\n", msg ? msg : "fault");
abort();
#if defined(__GNUC__) || defined(__clang__)
__builtin_unreachable();
#endif
}
#else
#define flow_fault_handler FLOW_FAULT_HANDLER
#endif
#define flow_div_by_zero_handler() flow_fault_handler("division by zero")
#define flow_shift_ub_handler() flow_fault_handler("invalid shift (amount out of range or left-shift of negative)")
#ifndef FLOW_CHECKED_DIV
#define FLOW_CHECKED_DIV(L, R) (((R) != 0) ? ((L) / (R)) : (flow_div_by_zero_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_MOD
#define FLOW_CHECKED_MOD(L, R) (((R) != 0) ? ((L) % (R)) : (flow_div_by_zero_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_SHL
#define FLOW_CHECKED_SHL(L, R) ((((R) >= 0) && ((unsigned long long)(R) < (sizeof(L) * 8ull)) && ((L) >= 0)) ? ((L) << (R)) : (flow_shift_ub_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_SHR
#define FLOW_CHECKED_SHR(L, R) ((((R) >= 0) && ((unsigned long long)(R) < (sizeof(L) * 8ull))) ? ((L) >> (R)) : (flow_shift_ub_handler(), (L) * 0))
#endif
#include <math.h>
void* _ui_state = NULL;
static inline float i32_to_f32(int32_t v) { return (float)v; }
/* Host stub for @gpu kernels (device codegen replaces this). */
static inline int32_t gpu_thread_id(void) { return 0; }
int64_t count_factors_i64_i64(int64_t end0, int64_t n);
int64_t factorial_coprime_i64(int64_t n0);
int64_t odd_factorialish_i64(int64_t n);
int64_t factorialish_i64(int64_t n);
int64_t modpow_i64_i64_i64(int64_t base0, int64_t exp0, int64_t mod);
int64_t factorial_suffix_i64(int64_t n);
int32_t main(void);
int64_t count_factors_i64_i64(int64_t end0, int64_t n) {
int64_t end = end0;
int64_t total = 0;
while (end > 0) {
end = FLOW_CHECKED_DIV((end), (n));
total = (total + end);
}
return total;
}
int64_t factorial_coprime_i64(int64_t n0) {
int64_t n = FLOW_CHECKED_MOD((n0), (100000));
int64_t product = 1;
int64_t i = 1;
while (i <= n) {
if ((FLOW_CHECKED_MOD((i), (2)) != 0 && FLOW_CHECKED_MOD((i), (5)) != 0)) {
product = FLOW_CHECKED_MOD(((i * product)), (100000));
}
i = (i + 1);
}
return product;
}
int64_t odd_factorialish_i64(int64_t n) {
if (n == 0) {
return 1;
}
return FLOW_CHECKED_MOD(((odd_factorialish_i64(FLOW_CHECKED_DIV((n), (5))) * factorial_coprime_i64(n))), (100000));
}
int64_t factorialish_i64(int64_t n) {
if (n == 0) {
return 1;
}
return FLOW_CHECKED_MOD(((factorialish_i64(FLOW_CHECKED_DIV((n), (2))) * odd_factorialish_i64(n))), (100000));
}
int64_t modpow_i64_i64_i64(int64_t base0, int64_t exp0, int64_t mod) {
int64_t base = FLOW_CHECKED_MOD((base0), (mod));
int64_t exp = exp0;
int64_t r = 1;
while (exp > 0) {
if ((exp & 1) == 1) {
r = FLOW_CHECKED_MOD(((r * base)), (mod));
}
base = FLOW_CHECKED_MOD(((base * base)), (mod));
exp = FLOW_CHECKED_SHR((exp), (1));
}
return r;
}
int64_t factorial_suffix_i64(int64_t n) {
int64_t twos = (count_factors_i64_i64(n, 2) - count_factors_i64_i64(n, 5));
if (twos >= 2505) {
twos = (FLOW_CHECKED_MOD(((twos - 5)), (2500)) + 5);
}
return FLOW_CHECKED_MOD(((factorialish_i64(n) * modpow_i64_i64_i64(2, twos, 100000))), (100000));
}
int32_t main(void) {
printf("%lld\n", factorial_suffix_i64(1000000000000));
return 0;
}
Generated MLIR
module {
llvm.func @printf(!llvm.ptr, ...) -> i32
llvm.mlir.global internal constant @str_0("%lld\n\00") {addr_space = 0 : i32} : !llvm.array<6 x i8>
func.func @count_factors(%arg0: i64, %arg1: i64) -> i64 {
%0 = llvm.mlir.constant(1 : i64) : i64
%1 = llvm.alloca %0 x i64 : (i64) -> !llvm.ptr
llvm.store %arg0, %1 : i64, !llvm.ptr
%2 = arith.constant 0 : i32
%3 = arith.extsi %2 : i32 to i64
%4 = llvm.mlir.constant(1 : i64) : i64
%5 = llvm.alloca %4 x i64 : (i64) -> !llvm.ptr
llvm.store %3, %5 : i64, !llvm.ptr
cf.br ^bb0
^bb0:
%6 = llvm.load %1 : !llvm.ptr -> i64
%7 = arith.constant 0 : i32
%9 = arith.extsi %7 : i32 to i64
%8 = arith.cmpi sgt, %6, %9 : i64
cf.cond_br %8, ^bb1, ^bb2
^bb1:
%10 = llvm.load %1 : !llvm.ptr -> i64
%11 = arith.divsi %10, %arg1 : i64
llvm.store %11, %1 : i64, !llvm.ptr
%12 = llvm.load %5 : !llvm.ptr -> i64
%13 = llvm.load %1 : !llvm.ptr -> i64
%14 = arith.addi %12, %13 : i64
llvm.store %14, %5 : i64, !llvm.ptr
cf.br ^bb0
^bb2:
%15 = llvm.load %5 : !llvm.ptr -> i64
func.return %15 : i64
}
func.func @factorial_coprime(%arg0: i64) -> i64 {
%16 = arith.constant 100000 : i32
%18 = arith.extsi %16 : i32 to i64
%17 = arith.remsi %arg0, %18 : i64
%19 = arith.constant 1 : i32
%20 = arith.extsi %19 : i32 to i64
%21 = llvm.mlir.constant(1 : i64) : i64
%22 = llvm.alloca %21 x i64 : (i64) -> !llvm.ptr
llvm.store %20, %22 : i64, !llvm.ptr
%23 = arith.constant 1 : i32
%24 = arith.extsi %23 : i32 to i64
%25 = llvm.mlir.constant(1 : i64) : i64
%26 = llvm.alloca %25 x i64 : (i64) -> !llvm.ptr
llvm.store %24, %26 : i64, !llvm.ptr
cf.br ^bb3
^bb3:
%27 = llvm.load %26 : !llvm.ptr -> i64
%28 = arith.cmpi sle, %27, %17 : i64
cf.cond_br %28, ^bb4, ^bb5
^bb4:
%29 = llvm.load %26 : !llvm.ptr -> i64
%30 = arith.constant 2 : i32
%32 = arith.extsi %30 : i32 to i64
%31 = arith.remsi %29, %32 : i64
%33 = arith.constant 0 : i32
%35 = arith.extsi %33 : i32 to i64
%34 = arith.cmpi ne, %31, %35 : i64
%36 = scf.if %34 -> (i1) {
%37 = llvm.load %26 : !llvm.ptr -> i64
%38 = arith.constant 5 : i32
%40 = arith.extsi %38 : i32 to i64
%39 = arith.remsi %37, %40 : i64
%41 = arith.constant 0 : i32
%43 = arith.extsi %41 : i32 to i64
%42 = arith.cmpi ne, %39, %43 : i64
scf.yield %42 : i1
} else {
%44 = arith.constant false
scf.yield %44 : i1
}
cf.cond_br %36, ^bb6, ^bb7
^bb6:
%45 = llvm.load %26 : !llvm.ptr -> i64
%46 = llvm.load %22 : !llvm.ptr -> i64
%47 = arith.muli %45, %46 : i64
%48 = arith.constant 100000 : i32
%50 = arith.extsi %48 : i32 to i64
%49 = arith.remsi %47, %50 : i64
llvm.store %49, %22 : i64, !llvm.ptr
cf.br ^bb8
^bb7:
cf.br ^bb8
^bb8:
%51 = llvm.load %26 : !llvm.ptr -> i64
%52 = arith.constant 1 : i32
%54 = arith.extsi %52 : i32 to i64
%53 = arith.addi %51, %54 : i64
llvm.store %53, %26 : i64, !llvm.ptr
cf.br ^bb3
^bb5:
%55 = llvm.load %22 : !llvm.ptr -> i64
func.return %55 : i64
}
func.func @odd_factorialish(%arg0: i64) -> i64 {
%56 = arith.constant 0 : i32
%58 = arith.extsi %56 : i32 to i64
%57 = arith.cmpi eq, %arg0, %58 : i64
cf.cond_br %57, ^bb9, ^bb10
^bb9:
%59 = arith.constant 1 : i32
%60 = arith.extsi %59 : i32 to i64
func.return %60 : i64
^bb10:
cf.br ^bb11
^bb11:
%62 = arith.constant 5 : i32
%64 = arith.extsi %62 : i32 to i64
%63 = arith.divsi %arg0, %64 : i64
%61 = func.call @odd_factorialish(%63) : (i64) -> i64
%65 = func.call @factorial_coprime(%arg0) : (i64) -> i64
%66 = arith.muli %61, %65 : i64
%67 = arith.constant 100000 : i32
%69 = arith.extsi %67 : i32 to i64
%68 = arith.remsi %66, %69 : i64
func.return %68 : i64
}
func.func @factorialish(%arg0: i64) -> i64 {
%70 = arith.constant 0 : i32
%72 = arith.extsi %70 : i32 to i64
%71 = arith.cmpi eq, %arg0, %72 : i64
cf.cond_br %71, ^bb12, ^bb13
^bb12:
%73 = arith.constant 1 : i32
%74 = arith.extsi %73 : i32 to i64
func.return %74 : i64
^bb13:
cf.br ^bb14
^bb14:
%76 = arith.constant 2 : i32
%78 = arith.extsi %76 : i32 to i64
%77 = arith.divsi %arg0, %78 : i64
%75 = func.call @factorialish(%77) : (i64) -> i64
%79 = func.call @odd_factorialish(%arg0) : (i64) -> i64
%80 = arith.muli %75, %79 : i64
%81 = arith.constant 100000 : i32
%83 = arith.extsi %81 : i32 to i64
%82 = arith.remsi %80, %83 : i64
func.return %82 : i64
}
func.func @modpow(%arg0: i64, %arg1: i64, %arg2: i64) -> i64 {
%84 = arith.remsi %arg0, %arg2 : i64
%85 = llvm.mlir.constant(1 : i64) : i64
%86 = llvm.alloca %85 x i64 : (i64) -> !llvm.ptr
llvm.store %84, %86 : i64, !llvm.ptr
%87 = llvm.mlir.constant(1 : i64) : i64
%88 = llvm.alloca %87 x i64 : (i64) -> !llvm.ptr
llvm.store %arg1, %88 : i64, !llvm.ptr
%89 = arith.constant 1 : i32
%90 = arith.extsi %89 : i32 to i64
%91 = llvm.mlir.constant(1 : i64) : i64
%92 = llvm.alloca %91 x i64 : (i64) -> !llvm.ptr
llvm.store %90, %92 : i64, !llvm.ptr
cf.br ^bb15
^bb15:
%93 = llvm.load %88 : !llvm.ptr -> i64
%94 = arith.constant 0 : i32
%96 = arith.extsi %94 : i32 to i64
%95 = arith.cmpi sgt, %93, %96 : i64
cf.cond_br %95, ^bb16, ^bb17
^bb16:
%97 = llvm.load %88 : !llvm.ptr -> i64
%98 = arith.constant 1 : i32
%100 = arith.extsi %98 : i32 to i64
%99 = arith.andi %97, %100 : i64
%101 = arith.constant 1 : i32
%103 = arith.extsi %101 : i32 to i64
%102 = arith.cmpi eq, %99, %103 : i64
cf.cond_br %102, ^bb18, ^bb19
^bb18:
%104 = llvm.load %92 : !llvm.ptr -> i64
%105 = llvm.load %86 : !llvm.ptr -> i64
%106 = arith.muli %104, %105 : i64
%107 = arith.remsi %106, %arg2 : i64
llvm.store %107, %92 : i64, !llvm.ptr
cf.br ^bb20
^bb19:
cf.br ^bb20
^bb20:
%108 = llvm.load %86 : !llvm.ptr -> i64
%109 = llvm.load %86 : !llvm.ptr -> i64
%110 = arith.muli %108, %109 : i64
%111 = arith.remsi %110, %arg2 : i64
llvm.store %111, %86 : i64, !llvm.ptr
%112 = llvm.load %88 : !llvm.ptr -> i64
%113 = arith.constant 1 : i32
%115 = arith.extsi %113 : i32 to i64
%114 = arith.shrsi %112, %115 : i64
llvm.store %114, %88 : i64, !llvm.ptr
cf.br ^bb15
^bb17:
%116 = llvm.load %92 : !llvm.ptr -> i64
func.return %116 : i64
}
func.func @factorial_suffix(%arg0: i64) -> i64 {
%118 = arith.constant 2 : i32
%119 = arith.extsi %118 : i32 to i64
%117 = func.call @count_factors(%arg0, %119) : (i64, i64) -> i64
%121 = arith.constant 5 : i32
%122 = arith.extsi %121 : i32 to i64
%120 = func.call @count_factors(%arg0, %122) : (i64, i64) -> i64
%123 = arith.subi %117, %120 : i64
%124 = llvm.mlir.constant(1 : i64) : i64
%125 = llvm.alloca %124 x i64 : (i64) -> !llvm.ptr
llvm.store %123, %125 : i64, !llvm.ptr
%126 = llvm.load %125 : !llvm.ptr -> i64
%127 = arith.constant 2505 : i32
%129 = arith.extsi %127 : i32 to i64
%128 = arith.cmpi sge, %126, %129 : i64
cf.cond_br %128, ^bb21, ^bb22
^bb21:
%130 = llvm.load %125 : !llvm.ptr -> i64
%131 = arith.constant 5 : i32
%133 = arith.extsi %131 : i32 to i64
%132 = arith.subi %130, %133 : i64
%134 = arith.constant 2500 : i32
%136 = arith.extsi %134 : i32 to i64
%135 = arith.remsi %132, %136 : i64
%137 = arith.constant 5 : i32
%139 = arith.extsi %137 : i32 to i64
%138 = arith.addi %135, %139 : i64
llvm.store %138, %125 : i64, !llvm.ptr
cf.br ^bb23
^bb22:
cf.br ^bb23
^bb23:
%140 = func.call @factorialish(%arg0) : (i64) -> i64
%142 = arith.constant 2 : i32
%143 = llvm.load %125 : !llvm.ptr -> i64
%144 = arith.constant 100000 : i32
%145 = arith.extsi %142 : i32 to i64
%146 = arith.extsi %144 : i32 to i64
%141 = func.call @modpow(%145, %143, %146) : (i64, i64, i64) -> i64
%147 = arith.muli %140, %141 : i64
%148 = arith.constant 100000 : i32
%150 = arith.extsi %148 : i32 to i64
%149 = arith.remsi %147, %150 : i64
func.return %149 : i64
}
func.func @main() -> i32 {
%151 = llvm.mlir.addressof @str_0 : !llvm.ptr
%153 = arith.constant 995705032704 : i32
%154 = arith.extsi %153 : i32 to i64
%152 = func.call @factorial_suffix(%154) : (i64) -> i64
%155 = llvm.call @printf(%151, %152) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, i64) -> i32
%156 = arith.constant 0 : i32
func.return %156 : i32
}
}