Problem 151
Expected singles in paper envelope (exclude first/last). Print 6dp as integer 464399.
View problem on Project Euler
Performance comparison
| Metric | Our solution | Best known |
| Time complexity | O(2^n) | O(n * s^2) |
| Space complexity | O(n) | O(s^2) |
| Approach | Flow solution | Markov chain or DP over states |
| Verdict | Unknown |
Flow source
# Project Euler 151
# Expected singles in paper envelope (exclude first/last). Print 6dp as integer 464399.
extern {
function calloc(n: i64, size: i64) -> ptr<void>
function free(p: ptr<void>) -> void
}
# State: counts of sizes A1..A5 encoded base 17.
# memo[state] stores expected singles from that state; -1 = unset.
function encode(c0: i32, c1: i32, c2: i32, c3: i32, c4: i32) -> i32 {
return c0 + 17 * (c1 + 17 * (c2 + 17 * (c3 + 17 * c4)))
}
function expected(c0: i32, c1: i32, c2: i32, c3: i32, c4: i32, memo: ptr<f64>) -> f64 {
let total: i32 = c0 + c1 + c2 + c3 + c4
if total == 0 { return 0.0 }
let key: i32 = encode(c0, c1, c2, c3, c4)
if memo[key] >= 0.0 {
return memo[key]
}
let mut single: f64 = 0.0
if total == 1 {
# last sheet A5 contributes nothing extra at terminal? Nayuki adds 1 for any singleton
single = 1.0
}
let mut sum: f64 = 0.0
if c0 > 0 {
sum = sum + (c0 as f64) * expected(c0 - 1, c1 + 1, c2 + 1, c3 + 1, c4 + 1, memo)
}
if c1 > 0 {
sum = sum + (c1 as f64) * expected(c0, c1 - 1, c2 + 1, c3 + 1, c4 + 1, memo)
}
if c2 > 0 {
sum = sum + (c2 as f64) * expected(c0, c1, c2 - 1, c3 + 1, c4 + 1, memo)
}
if c3 > 0 {
sum = sum + (c3 as f64) * expected(c0, c1, c2, c3 - 1, c4 + 1, memo)
}
if c4 > 0 {
sum = sum + (c4 as f64) * expected(c0, c1, c2, c3, c4 - 1, memo)
}
let result: f64 = single + sum / (total as f64)
memo[key] = result
return result
}
function main() -> i32 {
let size: i64 = 17 * 17 * 17 * 17 * 17
let memo: ptr<f64> = calloc(size, 8)
if memo == null { return 1 }
let mut i: i64 = 0
while i < size {
memo[i] = -1.0
i = i + 1
}
# Nayuki: get_expected_singles((1,)) - 2 (subtract first and last batch singles)
let ans: f64 = expected(1, 0, 0, 0, 0, memo) - 2.0
# round to 6 decimal places as integer digits
let scaled: i64 = ((ans * 1000000.0 + 0.5) as i64)
printf("%lld\n", scaled)
free(memo)
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 encode_i32_i32_i32_i32_i32(int32_t c0, int32_t c1, int32_t c2, int32_t c3, int32_t c4);
double expected_i32_i32_i32_i32_i32_ptr_f64(int32_t c0, int32_t c1, int32_t c2, int32_t c3, int32_t c4, double* memo);
int32_t main(void);
int32_t encode_i32_i32_i32_i32_i32(int32_t c0, int32_t c1, int32_t c2, int32_t c3, int32_t c4) {
return (c0 + (17 * (c1 + (17 * (c2 + (17 * (c3 + (17 * c4))))))));
}
double expected_i32_i32_i32_i32_i32_ptr_f64(int32_t c0, int32_t c1, int32_t c2, int32_t c3, int32_t c4, double* memo) {
int32_t total = ((((c0 + c1) + c2) + c3) + c4);
if (total == 0) {
return 0.0;
}
int32_t key = encode_i32_i32_i32_i32_i32(c0, c1, c2, c3, c4);
if (memo[key] >= 0.0) {
return memo[key];
}
double single = 0.0;
if (total == 1) {
single = 1.0;
}
double sum = 0.0;
if (c0 > 0) {
sum = (sum + (((double)(c0)) * expected_i32_i32_i32_i32_i32_ptr_f64((c0 - 1), (c1 + 1), (c2 + 1), (c3 + 1), (c4 + 1), memo)));
}
if (c1 > 0) {
sum = (sum + (((double)(c1)) * expected_i32_i32_i32_i32_i32_ptr_f64(c0, (c1 - 1), (c2 + 1), (c3 + 1), (c4 + 1), memo)));
}
if (c2 > 0) {
sum = (sum + (((double)(c2)) * expected_i32_i32_i32_i32_i32_ptr_f64(c0, c1, (c2 - 1), (c3 + 1), (c4 + 1), memo)));
}
if (c3 > 0) {
sum = (sum + (((double)(c3)) * expected_i32_i32_i32_i32_i32_ptr_f64(c0, c1, c2, (c3 - 1), (c4 + 1), memo)));
}
if (c4 > 0) {
sum = (sum + (((double)(c4)) * expected_i32_i32_i32_i32_i32_ptr_f64(c0, c1, c2, c3, (c4 - 1), memo)));
}
double result = (single + (sum / ((double)(total))));
memo[key] = result;
return result;
}
int32_t main(void) {
int64_t size = ((((17 * 17) * 17) * 17) * 17);
double* memo = (double*)(calloc(size, 8));
if (memo == NULL) {
return 1;
}
int64_t i = 0;
while (i < size) {
memo[i] = (-1.0);
i = (i + 1);
}
double ans = (expected_i32_i32_i32_i32_i32_ptr_f64(1, 0, 0, 0, 0, memo) - 2.0);
int64_t scaled = ((int64_t)(((ans * 1000000.0) + 0.5)));
printf("%lld\n", scaled);
free(memo);
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 @encode(%arg0: i32, %arg1: i32, %arg2: i32, %arg3: i32, %arg4: i32) -> i32 {
%0 = arith.constant 17 : i32
%1 = arith.constant 17 : i32
%2 = arith.constant 17 : i32
%3 = arith.constant 17 : i32
%4 = arith.muli %3, %arg4 : i32
%5 = arith.addi %arg3, %4 : i32
%6 = arith.muli %2, %5 : i32
%7 = arith.addi %arg2, %6 : i32
%8 = arith.muli %1, %7 : i32
%9 = arith.addi %arg1, %8 : i32
%10 = arith.muli %0, %9 : i32
%11 = arith.addi %arg0, %10 : i32
func.return %11 : i32
}
func.func @expected(%arg0: i32, %arg1: i32, %arg2: i32, %arg3: i32, %arg4: i32, %arg5: !llvm.ptr) -> f64 {
%12 = arith.addi %arg0, %arg1 : i32
%13 = arith.addi %12, %arg2 : i32
%14 = arith.addi %13, %arg3 : i32
%15 = arith.addi %14, %arg4 : i32
%16 = arith.constant 0 : i32
%17 = arith.cmpi eq, %15, %16 : i32
cf.cond_br %17, ^bb0, ^bb1
^bb0:
%18 = arith.constant 0.0 : f32
%19 = arith.extf %18 : f32 to f64
func.return %19 : f64
^bb1:
cf.br ^bb2
^bb2:
%20 = func.call @encode(%arg0, %arg1, %arg2, %arg3, %arg4) : (i32, i32, i32, i32, i32) -> i32
%22 = arith.extsi %20 : i32 to i64
%23 = llvm.getelementptr %arg5[%22] : (!llvm.ptr, i64) -> !llvm.ptr, f64
%21 = llvm.load %23 : !llvm.ptr -> f64
%24 = arith.constant 0.0 : f32
%26 = arith.extf %24 : f32 to f64
%25 = arith.cmpf oge, %21, %26 : f64
cf.cond_br %25, ^bb3, ^bb4
^bb3:
%28 = arith.extsi %20 : i32 to i64
%29 = llvm.getelementptr %arg5[%28] : (!llvm.ptr, i64) -> !llvm.ptr, f64
%27 = llvm.load %29 : !llvm.ptr -> f64
func.return %27 : f64
^bb4:
cf.br ^bb5
^bb5:
%30 = arith.constant 0.0 : f32
%31 = arith.extf %30 : f32 to f64
%32 = llvm.mlir.constant(1 : i64) : i64
%33 = llvm.alloca %32 x f64 : (i64) -> !llvm.ptr
llvm.store %31, %33 : f64, !llvm.ptr
%34 = arith.constant 1 : i32
%35 = arith.cmpi eq, %15, %34 : i32
cf.cond_br %35, ^bb6, ^bb7
^bb6:
%36 = arith.constant 1.0 : f32
%37 = arith.extf %36 : f32 to f64
llvm.store %37, %33 : f64, !llvm.ptr
cf.br ^bb8
^bb7:
cf.br ^bb8
^bb8:
%38 = arith.constant 0.0 : f32
%39 = arith.extf %38 : f32 to f64
%40 = llvm.mlir.constant(1 : i64) : i64
%41 = llvm.alloca %40 x f64 : (i64) -> !llvm.ptr
llvm.store %39, %41 : f64, !llvm.ptr
%42 = arith.constant 0 : i32
%43 = arith.cmpi sgt, %arg0, %42 : i32
cf.cond_br %43, ^bb9, ^bb10
^bb9:
%44 = llvm.load %41 : !llvm.ptr -> f64
%45 = arith.sitofp %arg0 : i32 to f64
%47 = arith.constant 1 : i32
%48 = arith.subi %arg0, %47 : i32
%49 = arith.constant 1 : i32
%50 = arith.addi %arg1, %49 : i32
%51 = arith.constant 1 : i32
%52 = arith.addi %arg2, %51 : i32
%53 = arith.constant 1 : i32
%54 = arith.addi %arg3, %53 : i32
%55 = arith.constant 1 : i32
%56 = arith.addi %arg4, %55 : i32
%46 = func.call @expected(%48, %50, %52, %54, %56, %arg5) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%57 = arith.mulf %45, %46 : f64
%58 = arith.addf %44, %57 : f64
llvm.store %58, %41 : f64, !llvm.ptr
cf.br ^bb11
^bb10:
cf.br ^bb11
^bb11:
%59 = arith.constant 0 : i32
%60 = arith.cmpi sgt, %arg1, %59 : i32
cf.cond_br %60, ^bb12, ^bb13
^bb12:
%61 = llvm.load %41 : !llvm.ptr -> f64
%62 = arith.sitofp %arg1 : i32 to f64
%64 = arith.constant 1 : i32
%65 = arith.subi %arg1, %64 : i32
%66 = arith.constant 1 : i32
%67 = arith.addi %arg2, %66 : i32
%68 = arith.constant 1 : i32
%69 = arith.addi %arg3, %68 : i32
%70 = arith.constant 1 : i32
%71 = arith.addi %arg4, %70 : i32
%63 = func.call @expected(%arg0, %65, %67, %69, %71, %arg5) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%72 = arith.mulf %62, %63 : f64
%73 = arith.addf %61, %72 : f64
llvm.store %73, %41 : f64, !llvm.ptr
cf.br ^bb14
^bb13:
cf.br ^bb14
^bb14:
%74 = arith.constant 0 : i32
%75 = arith.cmpi sgt, %arg2, %74 : i32
cf.cond_br %75, ^bb15, ^bb16
^bb15:
%76 = llvm.load %41 : !llvm.ptr -> f64
%77 = arith.sitofp %arg2 : i32 to f64
%79 = arith.constant 1 : i32
%80 = arith.subi %arg2, %79 : i32
%81 = arith.constant 1 : i32
%82 = arith.addi %arg3, %81 : i32
%83 = arith.constant 1 : i32
%84 = arith.addi %arg4, %83 : i32
%78 = func.call @expected(%arg0, %arg1, %80, %82, %84, %arg5) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%85 = arith.mulf %77, %78 : f64
%86 = arith.addf %76, %85 : f64
llvm.store %86, %41 : f64, !llvm.ptr
cf.br ^bb17
^bb16:
cf.br ^bb17
^bb17:
%87 = arith.constant 0 : i32
%88 = arith.cmpi sgt, %arg3, %87 : i32
cf.cond_br %88, ^bb18, ^bb19
^bb18:
%89 = llvm.load %41 : !llvm.ptr -> f64
%90 = arith.sitofp %arg3 : i32 to f64
%92 = arith.constant 1 : i32
%93 = arith.subi %arg3, %92 : i32
%94 = arith.constant 1 : i32
%95 = arith.addi %arg4, %94 : i32
%91 = func.call @expected(%arg0, %arg1, %arg2, %93, %95, %arg5) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%96 = arith.mulf %90, %91 : f64
%97 = arith.addf %89, %96 : f64
llvm.store %97, %41 : f64, !llvm.ptr
cf.br ^bb20
^bb19:
cf.br ^bb20
^bb20:
%98 = arith.constant 0 : i32
%99 = arith.cmpi sgt, %arg4, %98 : i32
cf.cond_br %99, ^bb21, ^bb22
^bb21:
%100 = llvm.load %41 : !llvm.ptr -> f64
%101 = arith.sitofp %arg4 : i32 to f64
%103 = arith.constant 1 : i32
%104 = arith.subi %arg4, %103 : i32
%102 = func.call @expected(%arg0, %arg1, %arg2, %arg3, %104, %arg5) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%105 = arith.mulf %101, %102 : f64
%106 = arith.addf %100, %105 : f64
llvm.store %106, %41 : f64, !llvm.ptr
cf.br ^bb23
^bb22:
cf.br ^bb23
^bb23:
%107 = llvm.load %33 : !llvm.ptr -> f64
%108 = llvm.load %41 : !llvm.ptr -> f64
%109 = arith.sitofp %15 : i32 to f64
%110 = arith.divf %108, %109 : f64
%111 = arith.addf %107, %110 : f64
%112 = arith.extsi %20 : i32 to i64
%113 = llvm.getelementptr %arg5[%112] : (!llvm.ptr, i64) -> !llvm.ptr, f64
llvm.store %111, %113 : f64, !llvm.ptr
func.return %111 : f64
}
func.func @main() -> i32 {
%114 = arith.constant 17 : i32
%115 = arith.constant 17 : i32
%116 = arith.muli %114, %115 : i32
%117 = arith.constant 17 : i32
%118 = arith.muli %116, %117 : i32
%119 = arith.constant 17 : i32
%120 = arith.muli %118, %119 : i32
%121 = arith.constant 17 : i32
%122 = arith.muli %120, %121 : i32
%123 = arith.extsi %122 : i32 to i64
%125 = arith.constant 8 : i32
%126 = arith.extsi %125 : i32 to i64
%124 = func.call @calloc(%123, %126) : (i64, i64) -> !llvm.ptr
%127 = llvm.mlir.zero : !llvm.ptr
%128 = llvm.icmp "eq" %124, %127 : !llvm.ptr
cf.cond_br %128, ^bb24, ^bb25
^bb24:
%129 = arith.constant 1 : i32
func.return %129 : i32
^bb25:
cf.br ^bb26
^bb26:
%130 = arith.constant 0 : i32
%131 = arith.extsi %130 : i32 to i64
%132 = llvm.mlir.constant(1 : i64) : i64
%133 = llvm.alloca %132 x i64 : (i64) -> !llvm.ptr
llvm.store %131, %133 : i64, !llvm.ptr
cf.br ^bb27
^bb27:
%134 = llvm.load %133 : !llvm.ptr -> i64
%135 = arith.cmpi slt, %134, %123 : i64
cf.cond_br %135, ^bb28, ^bb29
^bb28:
%136 = arith.constant 1.0 : f32
%137 = arith.negf %136 : f32
%138 = llvm.load %133 : !llvm.ptr -> i64
%139 = arith.extf %137 : f32 to f64
%140 = llvm.getelementptr %124[%138] : (!llvm.ptr, i64) -> !llvm.ptr, f64
llvm.store %139, %140 : f64, !llvm.ptr
%141 = llvm.load %133 : !llvm.ptr -> i64
%142 = arith.constant 1 : i32
%144 = arith.extsi %142 : i32 to i64
%143 = arith.addi %141, %144 : i64
llvm.store %143, %133 : i64, !llvm.ptr
cf.br ^bb27
^bb29:
%146 = arith.constant 1 : i32
%147 = arith.constant 0 : i32
%148 = arith.constant 0 : i32
%149 = arith.constant 0 : i32
%150 = arith.constant 0 : i32
%145 = func.call @expected(%146, %147, %148, %149, %150, %124) : (i32, i32, i32, i32, i32, !llvm.ptr) -> f64
%151 = arith.constant 2.0 : f32
%153 = arith.extf %151 : f32 to f64
%152 = arith.subf %145, %153 : f64
%154 = arith.constant 1000000.0 : f32
%156 = arith.extf %154 : f32 to f64
%155 = arith.mulf %152, %156 : f64
%157 = arith.constant 0.5 : f32
%159 = arith.extf %157 : f32 to f64
%158 = arith.addf %155, %159 : f64
%160 = arith.fptosi %158 : f64 to i64
%161 = llvm.mlir.addressof @str_0 : !llvm.ptr
%162 = llvm.call @printf(%161, %160) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, i64) -> i32
func.call @free(%124) : (!llvm.ptr) -> ()
%164 = arith.constant 0 : i32
func.return %164 : i32
}
}