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Problem 204
Hamming numbers of type 100 not exceeding 10^9.
View problem on Project Euler
Performance comparison
Metric Our solution Best known
Time complexity O(n log n)O(n)
Space complexity O(n)O(n)
Approach Flow solution Priority queue generation
Verdict Suboptimal
Flow source
# Project Euler 204
# Hamming numbers of type 100 not exceeding 10^9.
extern {
function calloc(n: i64, size: i64) -> ptr<void>
function free(p: ptr<void>) -> void
}
let mut PRIMES: ptr<i64> = null
let mut PC: i32 = 0
let mut LIMIT: i64 = 1000000000
function search(x: i64, index_min: i32) -> i64 {
let mut result: i64 = 1
let mut i: i32 = index_min
while i < PC {
let product: i64 = PRIMES[i] * x
if product > LIMIT { break }
result = result + search(product, i)
i = i + 1
}
return result
}
function main() -> i32 {
let max_prime: i32 = 100
PRIMES = calloc(max_prime as i64, 8)
if PRIMES == null { return 1 }
PC = 0
let mut i: i32 = 2
while i <= max_prime {
let mut is_p: bool = true
let mut j: i32 = 0
while j < PC {
if PRIMES[j] * PRIMES[j] > i as i64 { break }
if (i as i64) % PRIMES[j] == 0 { is_p = false; break }
j = j + 1
}
if is_p {
PRIMES[PC] = i as i64
PC = PC + 1
}
i = i + 1
}
printf("%lld\n", search(1, 0))
free(PRIMES)
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 search_i64_i32(int64_t x, int32_t index_min);
int32_t main(void);
/* Module statics */
static int64_t* PRIMES = NULL;
static int32_t PC = 0;
static int64_t LIMIT = 1000000000;
int64_t search_i64_i32(int64_t x, int32_t index_min) {
int64_t result = 1;
int32_t i = index_min;
while (i < PC) {
int64_t product = (PRIMES[i] * x);
if (product > LIMIT) {
break;
}
result = (result + search_i64_i32(product, i));
i = (i + 1);
}
return result;
}
int32_t main(void) {
int32_t max_prime = 100;
PRIMES = calloc(((int64_t)(max_prime)), 8);
if (PRIMES == NULL) {
return 1;
}
PC = 0;
int32_t i = 2;
while (i <= max_prime) {
bool is_p = 1;
int32_t j = 0;
while (j < PC) {
if ((PRIMES[j] * PRIMES[j]) > ((int64_t)(i))) {
break;
}
if (FLOW_CHECKED_MOD((((int64_t)(i))), (PRIMES[j])) == 0) {
is_p = 0;
break;
}
j = (j + 1);
}
if (is_p) {
PRIMES[PC] = ((int64_t)(i));
PC = (PC + 1);
}
i = (i + 1);
}
printf("%lld\n", search_i64_i32(1, 0));
free(PRIMES);
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) -> ()
// Module static: PRIMES
llvm.mlir.global internal @PRIMES() {addr_space = 0 : i32} : !llvm.ptr {
%0 = llvm.mlir.zero : !llvm.ptr
llvm.return %0 : !llvm.ptr
}
// Module static: PC
llvm.mlir.global internal @PC(0 : i32) : i32
// Module static: LIMIT
llvm.mlir.global internal @LIMIT(1000000000 : i64) : i64
func.func @search(%arg0: i64, %arg1: i32) -> i64 {
%1 = arith.constant 1 : i32
%2 = arith.extsi %1 : i32 to i64
%3 = llvm.mlir.constant(1 : i64) : i64
%4 = llvm.alloca %3 x i64 : (i64) -> !llvm.ptr
llvm.store %2, %4 : i64, !llvm.ptr
%5 = llvm.mlir.constant(1 : i64) : i64
%6 = llvm.alloca %5 x i32 : (i64) -> !llvm.ptr
llvm.store %arg1, %6 : i32, !llvm.ptr
cf.br ^bb0
^bb0:
%7 = llvm.load %6 : !llvm.ptr -> i32
%8 = llvm.mlir.addressof @PC : !llvm.ptr
%9 = llvm.load %8 : !llvm.ptr -> i32
%10 = arith.cmpi slt, %7, %9 : i32
cf.cond_br %10, ^bb1, ^bb2
^bb1:
%12 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%13 = llvm.load %12 : !llvm.ptr -> !llvm.ptr
%14 = llvm.load %6 : !llvm.ptr -> i32
%15 = arith.extsi %14 : i32 to i64
%16 = llvm.getelementptr %13[%15] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%11 = llvm.load %16 : !llvm.ptr -> i64
%17 = arith.muli %11, %arg0 : i64
%18 = llvm.mlir.addressof @LIMIT : !llvm.ptr
%19 = llvm.load %18 : !llvm.ptr -> i64
%20 = arith.cmpi sgt, %17, %19 : i64
cf.cond_br %20, ^bb3, ^bb4
^bb3:
cf.br ^bb2
^bb4:
cf.br ^bb5
^bb5:
%21 = llvm.load %4 : !llvm.ptr -> i64
%23 = llvm.load %6 : !llvm.ptr -> i32
%22 = func.call @search(%17, %23) : (i64, i32) -> i64
%24 = arith.addi %21, %22 : i64
llvm.store %24, %4 : i64, !llvm.ptr
%25 = llvm.load %6 : !llvm.ptr -> i32
%26 = arith.constant 1 : i32
%27 = arith.addi %25, %26 : i32
llvm.store %27, %6 : i32, !llvm.ptr
cf.br ^bb0
^bb2:
%28 = llvm.load %4 : !llvm.ptr -> i64
func.return %28 : i64
}
func.func @main() -> i32 {
%29 = arith.constant 100 : i32
%31 = arith.extsi %29 : i32 to i64
%32 = arith.constant 8 : i32
%33 = arith.extsi %32 : i32 to i64
%30 = func.call @calloc(%31, %33) : (i64, i64) -> !llvm.ptr
%34 = llvm.mlir.addressof @PRIMES : !llvm.ptr
llvm.store %30, %34 : !llvm.ptr, !llvm.ptr
%35 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%36 = llvm.load %35 : !llvm.ptr -> !llvm.ptr
%37 = llvm.mlir.zero : !llvm.ptr
%38 = llvm.icmp "eq" %36, %37 : !llvm.ptr
cf.cond_br %38, ^bb6, ^bb7
^bb6:
%39 = arith.constant 1 : i32
func.return %39 : i32
^bb7:
cf.br ^bb8
^bb8:
%40 = arith.constant 0 : i32
%41 = llvm.mlir.addressof @PC : !llvm.ptr
llvm.store %40, %41 : i32, !llvm.ptr
%42 = arith.constant 2 : i32
%43 = llvm.mlir.constant(1 : i64) : i64
%44 = llvm.alloca %43 x i32 : (i64) -> !llvm.ptr
llvm.store %42, %44 : i32, !llvm.ptr
cf.br ^bb9
^bb9:
%45 = llvm.load %44 : !llvm.ptr -> i32
%46 = arith.cmpi sle, %45, %29 : i32
cf.cond_br %46, ^bb10, ^bb11
^bb10:
%47 = arith.constant 1 : i1
%48 = llvm.mlir.constant(1 : i64) : i64
%49 = llvm.alloca %48 x i1 : (i64) -> !llvm.ptr
llvm.store %47, %49 : i1, !llvm.ptr
%50 = arith.constant 0 : i32
%51 = llvm.mlir.constant(1 : i64) : i64
%52 = llvm.alloca %51 x i32 : (i64) -> !llvm.ptr
llvm.store %50, %52 : i32, !llvm.ptr
cf.br ^bb12
^bb12:
%53 = llvm.load %52 : !llvm.ptr -> i32
%54 = llvm.mlir.addressof @PC : !llvm.ptr
%55 = llvm.load %54 : !llvm.ptr -> i32
%56 = arith.cmpi slt, %53, %55 : i32
cf.cond_br %56, ^bb13, ^bb14
^bb13:
%58 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%59 = llvm.load %58 : !llvm.ptr -> !llvm.ptr
%60 = llvm.load %52 : !llvm.ptr -> i32
%61 = arith.extsi %60 : i32 to i64
%62 = llvm.getelementptr %59[%61] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%57 = llvm.load %62 : !llvm.ptr -> i64
%64 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%65 = llvm.load %64 : !llvm.ptr -> !llvm.ptr
%66 = llvm.load %52 : !llvm.ptr -> i32
%67 = arith.extsi %66 : i32 to i64
%68 = llvm.getelementptr %65[%67] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%63 = llvm.load %68 : !llvm.ptr -> i64
%69 = arith.muli %57, %63 : i64
%70 = llvm.load %44 : !llvm.ptr -> i32
%71 = arith.extsi %70 : i32 to i64
%72 = arith.cmpi sgt, %69, %71 : i64
cf.cond_br %72, ^bb15, ^bb16
^bb15:
cf.br ^bb14
^bb16:
cf.br ^bb17
^bb17:
%73 = llvm.load %44 : !llvm.ptr -> i32
%74 = arith.extsi %73 : i32 to i64
%76 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%77 = llvm.load %76 : !llvm.ptr -> !llvm.ptr
%78 = llvm.load %52 : !llvm.ptr -> i32
%79 = arith.extsi %78 : i32 to i64
%80 = llvm.getelementptr %77[%79] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%75 = llvm.load %80 : !llvm.ptr -> i64
%81 = arith.remsi %74, %75 : i64
%82 = arith.constant 0 : i32
%84 = arith.extsi %82 : i32 to i64
%83 = arith.cmpi eq, %81, %84 : i64
cf.cond_br %83, ^bb18, ^bb19
^bb18:
%85 = arith.constant 0 : i1
llvm.store %85, %49 : i1, !llvm.ptr
cf.br ^bb14
^bb19:
cf.br ^bb20
^bb20:
%86 = llvm.load %52 : !llvm.ptr -> i32
%87 = arith.constant 1 : i32
%88 = arith.addi %86, %87 : i32
llvm.store %88, %52 : i32, !llvm.ptr
cf.br ^bb12
^bb14:
%89 = llvm.load %49 : !llvm.ptr -> i1
cf.cond_br %89, ^bb21, ^bb22
^bb21:
%90 = llvm.load %44 : !llvm.ptr -> i32
%91 = arith.extsi %90 : i32 to i64
%92 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%93 = llvm.load %92 : !llvm.ptr -> !llvm.ptr
%94 = llvm.mlir.addressof @PC : !llvm.ptr
%95 = llvm.load %94 : !llvm.ptr -> i32
%96 = arith.extsi %95 : i32 to i64
%97 = llvm.getelementptr %93[%96] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %91, %97 : i64, !llvm.ptr
%98 = llvm.mlir.addressof @PC : !llvm.ptr
%99 = llvm.load %98 : !llvm.ptr -> i32
%100 = arith.constant 1 : i32
%101 = arith.addi %99, %100 : i32
%102 = llvm.mlir.addressof @PC : !llvm.ptr
llvm.store %101, %102 : i32, !llvm.ptr
cf.br ^bb23
^bb22:
cf.br ^bb23
^bb23:
%103 = llvm.load %44 : !llvm.ptr -> i32
%104 = arith.constant 1 : i32
%105 = arith.addi %103, %104 : i32
llvm.store %105, %44 : i32, !llvm.ptr
cf.br ^bb9
^bb11:
%106 = llvm.mlir.addressof @str_0 : !llvm.ptr
%108 = arith.constant 1 : i32
%109 = arith.constant 0 : i32
%110 = arith.extsi %108 : i32 to i64
%107 = func.call @search(%110, %109) : (i64, i32) -> i64
%111 = llvm.call @printf(%106, %107) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, i64) -> i32
%113 = llvm.mlir.addressof @PRIMES : !llvm.ptr
%114 = llvm.load %113 : !llvm.ptr -> !llvm.ptr
func.call @free(%114) : (!llvm.ptr) -> ()
%115 = arith.constant 0 : i32
func.return %115 : i32
}
}