Problem 164
20-digit numbers where no 3 consecutive digits sum to more than 9.
View problem on Project Euler
Performance comparison
| Metric | Our solution | Best known |
| Time complexity | O(n^3) | O(n * d * s) |
| Space complexity | O(n) | O(d * s) |
| Approach | Flow solution | Digit DP |
| Verdict | Unknown |
Flow source
# Project Euler 164
# 20-digit numbers where no 3 consecutive digits sum to more than 9.
extern {
function calloc(n: i64, size: i64) -> ptr<void>
function free(p: ptr<void>) -> void
}
function digit_sum3(n: i32) -> i32 {
return (n / 100) + ((n / 10) % 10) + (n % 10)
}
function main() -> i32 {
let inner: i32 = 1000
let prev: ptr<i64> = calloc(inner as i64, 8)
let cur: ptr<i64> = calloc(inner as i64, 8)
if prev == null || cur == null { return 1 }
prev[0] = 1
let mut last0: i64 = 0
let mut prev0: i64 = 0
let mut d: i32 = 1
while d <= 23 {
let mut prefix: i32 = 0
while prefix < inner {
let mut s: i64 = 0
if digit_sum3(prefix) <= 9 {
let mut nd: i32 = 0
while nd < 10 {
let p: i32 = (prefix % 100) * 10 + nd
s = s + prev[p]
nd = nd + 1
}
}
cur[prefix] = s
prefix = prefix + 1
}
prev0 = last0
last0 = cur[0]
let mut i: i32 = 0
while i < inner {
prev[i] = cur[i]
i = i + 1
}
d = d + 1
}
printf("%lld\n", last0 - prev0)
free(prev)
free(cur)
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; }
int32_t digit_sum3_i32(int32_t n);
int32_t main(void);
int32_t digit_sum3_i32(int32_t n) {
return ((FLOW_CHECKED_DIV((n), (100)) + FLOW_CHECKED_MOD((FLOW_CHECKED_DIV((n), (10))), (10))) + FLOW_CHECKED_MOD((n), (10)));
}
int32_t main(void) {
int32_t inner = 1000;
int64_t* prev = (int64_t*)(calloc(((int64_t)(inner)), 8));
int64_t* cur = (int64_t*)(calloc(((int64_t)(inner)), 8));
if ((prev == NULL || cur == NULL)) {
return 1;
}
prev[0] = 1;
int64_t last0 = 0;
int64_t prev0 = 0;
int32_t d = 1;
while (d <= 23) {
int32_t prefix = 0;
while (prefix < inner) {
int64_t s = 0;
if (digit_sum3_i32(prefix) <= 9) {
int32_t nd = 0;
while (nd < 10) {
int32_t p = ((FLOW_CHECKED_MOD((prefix), (100)) * 10) + nd);
s = (s + prev[p]);
nd = (nd + 1);
}
}
cur[prefix] = s;
prefix = (prefix + 1);
}
prev0 = last0;
last0 = cur[0];
int32_t i = 0;
while (i < inner) {
prev[i] = cur[i];
i = (i + 1);
}
d = (d + 1);
}
printf("%lld\n", (last0 - prev0));
free(prev);
free(cur);
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 private @calloc(i64, i64) -> !llvm.ptr
func.func private @free(!llvm.ptr) -> ()
func.func @digit_sum3(%arg0: i32) -> i32 {
%0 = arith.constant 100 : i32
%1 = arith.divsi %arg0, %0 : i32
%2 = arith.constant 10 : i32
%3 = arith.divsi %arg0, %2 : i32
%4 = arith.constant 10 : i32
%5 = arith.remsi %3, %4 : i32
%6 = arith.addi %1, %5 : i32
%7 = arith.constant 10 : i32
%8 = arith.remsi %arg0, %7 : i32
%9 = arith.addi %6, %8 : i32
func.return %9 : i32
}
func.func @main() -> i32 {
%10 = arith.constant 1000 : i32
%12 = arith.extsi %10 : i32 to i64
%13 = arith.constant 8 : i32
%14 = arith.extsi %13 : i32 to i64
%11 = func.call @calloc(%12, %14) : (i64, i64) -> !llvm.ptr
%16 = arith.extsi %10 : i32 to i64
%17 = arith.constant 8 : i32
%18 = arith.extsi %17 : i32 to i64
%15 = func.call @calloc(%16, %18) : (i64, i64) -> !llvm.ptr
%19 = llvm.mlir.zero : !llvm.ptr
%20 = llvm.icmp "eq" %11, %19 : !llvm.ptr
%21 = scf.if %20 -> (i1) {
%22 = arith.constant true
scf.yield %22 : i1
} else {
%23 = llvm.mlir.zero : !llvm.ptr
%24 = llvm.icmp "eq" %15, %23 : !llvm.ptr
scf.yield %24 : i1
}
cf.cond_br %21, ^bb0, ^bb1
^bb0:
%25 = arith.constant 1 : i32
func.return %25 : i32
^bb1:
cf.br ^bb2
^bb2:
%26 = arith.constant 1 : i32
%27 = arith.constant 0 : i32
%28 = arith.extsi %26 : i32 to i64
%29 = arith.extsi %27 : i32 to i64
%30 = llvm.getelementptr %11[%29] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %28, %30 : i64, !llvm.ptr
%31 = arith.constant 0 : i32
%32 = arith.extsi %31 : i32 to i64
%33 = llvm.mlir.constant(1 : i64) : i64
%34 = llvm.alloca %33 x i64 : (i64) -> !llvm.ptr
llvm.store %32, %34 : i64, !llvm.ptr
%35 = arith.constant 0 : i32
%36 = arith.extsi %35 : i32 to i64
%37 = llvm.mlir.constant(1 : i64) : i64
%38 = llvm.alloca %37 x i64 : (i64) -> !llvm.ptr
llvm.store %36, %38 : i64, !llvm.ptr
%39 = arith.constant 1 : i32
%40 = llvm.mlir.constant(1 : i64) : i64
%41 = llvm.alloca %40 x i32 : (i64) -> !llvm.ptr
llvm.store %39, %41 : i32, !llvm.ptr
cf.br ^bb3
^bb3:
%42 = llvm.load %41 : !llvm.ptr -> i32
%43 = arith.constant 23 : i32
%44 = arith.cmpi sle, %42, %43 : i32
cf.cond_br %44, ^bb4, ^bb5
^bb4:
%45 = arith.constant 0 : i32
%46 = llvm.mlir.constant(1 : i64) : i64
%47 = llvm.alloca %46 x i32 : (i64) -> !llvm.ptr
llvm.store %45, %47 : i32, !llvm.ptr
cf.br ^bb6
^bb6:
%48 = llvm.load %47 : !llvm.ptr -> i32
%49 = arith.cmpi slt, %48, %10 : i32
cf.cond_br %49, ^bb7, ^bb8
^bb7:
%50 = arith.constant 0 : i32
%51 = arith.extsi %50 : i32 to i64
%52 = llvm.mlir.constant(1 : i64) : i64
%53 = llvm.alloca %52 x i64 : (i64) -> !llvm.ptr
llvm.store %51, %53 : i64, !llvm.ptr
%55 = llvm.load %47 : !llvm.ptr -> i32
%54 = func.call @digit_sum3(%55) : (i32) -> i32
%56 = arith.constant 9 : i32
%57 = arith.cmpi sle, %54, %56 : i32
cf.cond_br %57, ^bb9, ^bb10
^bb9:
%58 = arith.constant 0 : i32
%59 = llvm.mlir.constant(1 : i64) : i64
%60 = llvm.alloca %59 x i32 : (i64) -> !llvm.ptr
llvm.store %58, %60 : i32, !llvm.ptr
cf.br ^bb12
^bb12:
%61 = llvm.load %60 : !llvm.ptr -> i32
%62 = arith.constant 10 : i32
%63 = arith.cmpi slt, %61, %62 : i32
cf.cond_br %63, ^bb13, ^bb14
^bb13:
%64 = llvm.load %47 : !llvm.ptr -> i32
%65 = arith.constant 100 : i32
%66 = arith.remsi %64, %65 : i32
%67 = arith.constant 10 : i32
%68 = arith.muli %66, %67 : i32
%69 = llvm.load %60 : !llvm.ptr -> i32
%70 = arith.addi %68, %69 : i32
%71 = llvm.load %53 : !llvm.ptr -> i64
%73 = arith.extsi %70 : i32 to i64
%74 = llvm.getelementptr %11[%73] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%72 = llvm.load %74 : !llvm.ptr -> i64
%75 = arith.addi %71, %72 : i64
llvm.store %75, %53 : i64, !llvm.ptr
%76 = llvm.load %60 : !llvm.ptr -> i32
%77 = arith.constant 1 : i32
%78 = arith.addi %76, %77 : i32
llvm.store %78, %60 : i32, !llvm.ptr
cf.br ^bb12
^bb14:
cf.br ^bb11
^bb10:
cf.br ^bb11
^bb11:
%79 = llvm.load %53 : !llvm.ptr -> i64
%80 = llvm.load %47 : !llvm.ptr -> i32
%81 = arith.extsi %80 : i32 to i64
%82 = llvm.getelementptr %15[%81] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %79, %82 : i64, !llvm.ptr
%83 = llvm.load %47 : !llvm.ptr -> i32
%84 = arith.constant 1 : i32
%85 = arith.addi %83, %84 : i32
llvm.store %85, %47 : i32, !llvm.ptr
cf.br ^bb6
^bb8:
%86 = llvm.load %34 : !llvm.ptr -> i64
llvm.store %86, %38 : i64, !llvm.ptr
%88 = arith.constant 0 : i32
%89 = arith.extsi %88 : i32 to i64
%90 = llvm.getelementptr %15[%89] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%87 = llvm.load %90 : !llvm.ptr -> i64
llvm.store %87, %34 : i64, !llvm.ptr
%91 = arith.constant 0 : i32
%92 = llvm.mlir.constant(1 : i64) : i64
%93 = llvm.alloca %92 x i32 : (i64) -> !llvm.ptr
llvm.store %91, %93 : i32, !llvm.ptr
cf.br ^bb15
^bb15:
%94 = llvm.load %93 : !llvm.ptr -> i32
%95 = arith.cmpi slt, %94, %10 : i32
cf.cond_br %95, ^bb16, ^bb17
^bb16:
%97 = llvm.load %93 : !llvm.ptr -> i32
%98 = arith.extsi %97 : i32 to i64
%99 = llvm.getelementptr %15[%98] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%96 = llvm.load %99 : !llvm.ptr -> i64
%100 = llvm.load %93 : !llvm.ptr -> i32
%101 = arith.extsi %100 : i32 to i64
%102 = llvm.getelementptr %11[%101] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %96, %102 : i64, !llvm.ptr
%103 = llvm.load %93 : !llvm.ptr -> i32
%104 = arith.constant 1 : i32
%105 = arith.addi %103, %104 : i32
llvm.store %105, %93 : i32, !llvm.ptr
cf.br ^bb15
^bb17:
%106 = llvm.load %41 : !llvm.ptr -> i32
%107 = arith.constant 1 : i32
%108 = arith.addi %106, %107 : i32
llvm.store %108, %41 : i32, !llvm.ptr
cf.br ^bb3
^bb5:
%109 = llvm.mlir.addressof @str_0 : !llvm.ptr
%110 = llvm.load %34 : !llvm.ptr -> i64
%111 = llvm.load %38 : !llvm.ptr -> i64
%112 = arith.subi %110, %111 : i64
%113 = llvm.call @printf(%109, %112) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, i64) -> i32
func.call @free(%11) : (!llvm.ptr) -> ()
func.call @free(%15) : (!llvm.ptr) -> ()
%116 = arith.constant 0 : i32
func.return %116 : i32
}
}