← All problems
Problem 727
For each triple ra < rb < rc <= 100 with gcd 1, place the three circle centers, take D as the incenter of the center triangle (circle through the tangency points is its incircle), find the inner Soddy circle center E by Descartes' theorem plus trilateration, and average d = |DE|.
View problem on Project Euler
Performance comparison
Metric Our solution Best known
Time complexity O(n^3)O(n^2)
Space complexity O(1)O(n^2)
Approach Flow solution Bottom-up DP
Verdict Suboptimal
Flow source
# Project Euler 727: Triangle of Circular Arcs
# For each triple ra < rb < rc <= 100 with gcd 1, place the three circle
# centers, take D as the incenter of the center triangle (circle through the
# tangency points is its incircle), find the inner Soddy circle center E by
# Descartes' theorem plus trilateration, and average d = |DE|.
extern {
function sqrt(x: f64) -> f64
}
function gcd(a: i64, b: i64) -> i64 {
let mut x: i64 = a
let mut y: i64 = b
while y != 0 {
let t: i64 = x % y
x = y
y = t
}
return x
}
function dist_de(ra: i64, rb: i64, rc: i64) -> f64 {
let c: f64 = (ra + rb) as f64
let b: f64 = (ra + rc) as f64
let a: f64 = (rb + rc) as f64
let cx: f64 = (b * b + c * c - a * a) / (2.0 * c)
let cy: f64 = sqrt(b * b - cx * cx)
let bx: f64 = c
# D = incenter of the triangle of centers
let s2: f64 = a + b + c
let dx: f64 = (b * bx + c * cx) / s2
let dy: f64 = (c * cy) / s2
# inner Soddy circle radius via Descartes' theorem
let k1: f64 = 1.0 / (ra as f64)
let k2: f64 = 1.0 / (rb as f64)
let k3: f64 = 1.0 / (rc as f64)
let k4: f64 = k1 + k2 + k3 + 2.0 * sqrt(k1 * k2 + k2 * k3 + k3 * k1)
let r4: f64 = 1.0 / k4
let RA: f64 = (ra as f64) + r4
let RB: f64 = (rb as f64) + r4
let RC: f64 = (rc as f64) + r4
# trilateration: subtract pairs of circle equations to get a linear system
let a11: f64 = 2.0 * bx
let b1: f64 = RA * RA - RB * RB + bx * bx
let a21: f64 = 2.0 * cx
let a22: f64 = 2.0 * cy
let b2: f64 = RA * RA - RC * RC + cx * cx + cy * cy
let ex: f64 = b1 / a11
let ey: f64 = (b2 - a21 * ex) / a22
let vx: f64 = dx - ex
let vy: f64 = dy - ey
return sqrt(vx * vx + vy * vy)
}
function main() -> i32 {
let N: i64 = 100
let mut total: f64 = 0.0
let mut count: i64 = 0
let mut ra: i64 = 1
while ra <= N {
let mut rb: i64 = ra + 1
while rb <= N {
let g: i64 = gcd(ra, rb)
let mut rc: i64 = rb + 1
while rc <= N {
if gcd(g, rc) == 1 {
total = total + dist_de(ra, rb, rc)
count = count + 1
}
rc = rc + 1
}
rb = rb + 1
}
ra = ra + 1
}
printf("%.8f\n", total / (count as f64))
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 gcd_i64_i64(int64_t a, int64_t b);
double dist_de_i64_i64_i64(int64_t ra, int64_t rb, int64_t rc);
int32_t main(void);
int64_t gcd_i64_i64(int64_t a, int64_t b) {
int64_t x = a;
int64_t y = b;
while (y != 0) {
int64_t t = FLOW_CHECKED_MOD((x), (y));
x = y;
y = t;
}
return x;
}
double dist_de_i64_i64_i64(int64_t ra, int64_t rb, int64_t rc) {
double c = ((double)((ra + rb)));
double b = ((double)((ra + rc)));
double a = ((double)((rb + rc)));
double cx = ((((b * b) + (c * c)) - (a * a)) / (2.0 * c));
double cy = sqrt(((b * b) - (cx * cx)));
double bx = c;
double s2 = ((a + b) + c);
double dx = (((b * bx) + (c * cx)) / s2);
double dy = ((c * cy) / s2);
double k1 = (1.0 / ((double)(ra)));
double k2 = (1.0 / ((double)(rb)));
double k3 = (1.0 / ((double)(rc)));
double k4 = (((k1 + k2) + k3) + (2.0 * sqrt((((k1 * k2) + (k2 * k3)) + (k3 * k1)))));
double r4 = (1.0 / k4);
double RA = (((double)(ra)) + r4);
double RB = (((double)(rb)) + r4);
double RC = (((double)(rc)) + r4);
double a11 = (2.0 * bx);
double b1 = (((RA * RA) - (RB * RB)) + (bx * bx));
double a21 = (2.0 * cx);
double a22 = (2.0 * cy);
double b2 = ((((RA * RA) - (RC * RC)) + (cx * cx)) + (cy * cy));
double ex = (b1 / a11);
double ey = ((b2 - (a21 * ex)) / a22);
double vx = (dx - ex);
double vy = (dy - ey);
return sqrt(((vx * vx) + (vy * vy)));
}
int32_t main(void) {
int64_t N = 100;
double total = 0.0;
int64_t count = 0;
int64_t ra = 1;
while (ra <= N) {
int64_t rb = (ra + 1);
while (rb <= N) {
int64_t g = gcd_i64_i64(ra, rb);
int64_t rc = (rb + 1);
while (rc <= N) {
if (gcd_i64_i64(g, rc) == 1) {
total = (total + dist_de_i64_i64_i64(ra, rb, rc));
count = (count + 1);
}
rc = (rc + 1);
}
rb = (rb + 1);
}
ra = (ra + 1);
}
printf("%.8f\n", (total / ((double)(count))));
return 0;
}
Generated MLIR
module {
llvm.func @printf(!llvm.ptr, ...) -> i32
llvm.mlir.global internal constant @str_0("%.8f\n\00") {addr_space = 0 : i32} : !llvm.array<6 x i8>
func.func private @sqrt(f64) -> f64
func.func @gcd(%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 = llvm.mlir.constant(1 : i64) : i64
%3 = llvm.alloca %2 x i64 : (i64) -> !llvm.ptr
llvm.store %arg1, %3 : i64, !llvm.ptr
cf.br ^bb0
^bb0:
%4 = llvm.load %3 : !llvm.ptr -> i64
%5 = arith.constant 0 : i32
%7 = arith.extsi %5 : i32 to i64
%6 = arith.cmpi ne, %4, %7 : i64
cf.cond_br %6, ^bb1, ^bb2
^bb1:
%8 = llvm.load %1 : !llvm.ptr -> i64
%9 = llvm.load %3 : !llvm.ptr -> i64
%10 = arith.remsi %8, %9 : i64
%11 = llvm.load %3 : !llvm.ptr -> i64
llvm.store %11, %1 : i64, !llvm.ptr
llvm.store %10, %3 : i64, !llvm.ptr
cf.br ^bb0
^bb2:
%12 = llvm.load %1 : !llvm.ptr -> i64
func.return %12 : i64
}
func.func @dist_de(%arg0: i64, %arg1: i64, %arg2: i64) -> f64 {
%13 = arith.addi %arg0, %arg1 : i64
%14 = arith.sitofp %13 : i64 to f64
%15 = arith.addi %arg0, %arg2 : i64
%16 = arith.sitofp %15 : i64 to f64
%17 = arith.addi %arg1, %arg2 : i64
%18 = arith.sitofp %17 : i64 to f64
%19 = arith.mulf %16, %16 : f64
%20 = arith.mulf %14, %14 : f64
%21 = arith.addf %19, %20 : f64
%22 = arith.mulf %18, %18 : f64
%23 = arith.subf %21, %22 : f64
%24 = arith.constant 2.0 : f32
%26 = arith.extf %24 : f32 to f64
%25 = arith.mulf %26, %14 : f64
%27 = arith.divf %23, %25 : f64
%28 = arith.mulf %16, %16 : f64
%29 = arith.mulf %27, %27 : f64
%30 = arith.subf %28, %29 : f64
%31 = math.sqrt %30 : f64
%32 = arith.addf %18, %16 : f64
%33 = arith.addf %32, %14 : f64
%34 = arith.mulf %16, %14 : f64
%35 = arith.mulf %14, %27 : f64
%36 = arith.addf %34, %35 : f64
%37 = arith.divf %36, %33 : f64
%38 = arith.mulf %14, %31 : f64
%39 = arith.divf %38, %33 : f64
%40 = arith.constant 1.0 : f32
%41 = arith.sitofp %arg0 : i64 to f64
%43 = arith.extf %40 : f32 to f64
%42 = arith.divf %43, %41 : f64
%44 = arith.constant 1.0 : f32
%45 = arith.sitofp %arg1 : i64 to f64
%47 = arith.extf %44 : f32 to f64
%46 = arith.divf %47, %45 : f64
%48 = arith.constant 1.0 : f32
%49 = arith.sitofp %arg2 : i64 to f64
%51 = arith.extf %48 : f32 to f64
%50 = arith.divf %51, %49 : f64
%52 = arith.addf %42, %46 : f64
%53 = arith.addf %52, %50 : f64
%54 = arith.constant 2.0 : f32
%55 = arith.mulf %42, %46 : f64
%56 = arith.mulf %46, %50 : f64
%57 = arith.addf %55, %56 : f64
%58 = arith.mulf %50, %42 : f64
%59 = arith.addf %57, %58 : f64
%60 = math.sqrt %59 : f64
%62 = arith.extf %54 : f32 to f64
%61 = arith.mulf %62, %60 : f64
%63 = arith.addf %53, %61 : f64
%64 = arith.constant 1.0 : f32
%66 = arith.extf %64 : f32 to f64
%65 = arith.divf %66, %63 : f64
%67 = arith.sitofp %arg0 : i64 to f64
%68 = arith.addf %67, %65 : f64
%69 = arith.sitofp %arg1 : i64 to f64
%70 = arith.addf %69, %65 : f64
%71 = arith.sitofp %arg2 : i64 to f64
%72 = arith.addf %71, %65 : f64
%73 = arith.constant 2.0 : f32
%75 = arith.extf %73 : f32 to f64
%74 = arith.mulf %75, %14 : f64
%76 = arith.mulf %68, %68 : f64
%77 = arith.mulf %70, %70 : f64
%78 = arith.subf %76, %77 : f64
%79 = arith.mulf %14, %14 : f64
%80 = arith.addf %78, %79 : f64
%81 = arith.constant 2.0 : f32
%83 = arith.extf %81 : f32 to f64
%82 = arith.mulf %83, %27 : f64
%84 = arith.constant 2.0 : f32
%86 = arith.extf %84 : f32 to f64
%85 = arith.mulf %86, %31 : f64
%87 = arith.mulf %68, %68 : f64
%88 = arith.mulf %72, %72 : f64
%89 = arith.subf %87, %88 : f64
%90 = arith.mulf %27, %27 : f64
%91 = arith.addf %89, %90 : f64
%92 = arith.mulf %31, %31 : f64
%93 = arith.addf %91, %92 : f64
%94 = arith.divf %80, %74 : f64
%95 = arith.mulf %82, %94 : f64
%96 = arith.subf %93, %95 : f64
%97 = arith.divf %96, %85 : f64
%98 = arith.subf %37, %94 : f64
%99 = arith.subf %39, %97 : f64
%100 = arith.mulf %98, %98 : f64
%101 = arith.mulf %99, %99 : f64
%102 = arith.addf %100, %101 : f64
%103 = math.sqrt %102 : f64
func.return %103 : f64
}
func.func @main() -> i32 {
%104 = arith.constant 100 : i32
%105 = arith.extsi %104 : i32 to i64
%106 = arith.constant 0.0 : f32
%107 = arith.extf %106 : f32 to f64
%108 = llvm.mlir.constant(1 : i64) : i64
%109 = llvm.alloca %108 x f64 : (i64) -> !llvm.ptr
llvm.store %107, %109 : f64, !llvm.ptr
%110 = arith.constant 0 : i32
%111 = arith.extsi %110 : i32 to i64
%112 = llvm.mlir.constant(1 : i64) : i64
%113 = llvm.alloca %112 x i64 : (i64) -> !llvm.ptr
llvm.store %111, %113 : i64, !llvm.ptr
%114 = arith.constant 1 : i32
%115 = arith.extsi %114 : i32 to i64
%116 = llvm.mlir.constant(1 : i64) : i64
%117 = llvm.alloca %116 x i64 : (i64) -> !llvm.ptr
llvm.store %115, %117 : i64, !llvm.ptr
cf.br ^bb3
^bb3:
%118 = llvm.load %117 : !llvm.ptr -> i64
%119 = arith.cmpi sle, %118, %105 : i64
cf.cond_br %119, ^bb4, ^bb5
^bb4:
%120 = llvm.load %117 : !llvm.ptr -> i64
%121 = arith.constant 1 : i32
%123 = arith.extsi %121 : i32 to i64
%122 = arith.addi %120, %123 : i64
%124 = llvm.mlir.constant(1 : i64) : i64
%125 = llvm.alloca %124 x i64 : (i64) -> !llvm.ptr
llvm.store %122, %125 : i64, !llvm.ptr
cf.br ^bb6
^bb6:
%126 = llvm.load %125 : !llvm.ptr -> i64
%127 = arith.cmpi sle, %126, %105 : i64
cf.cond_br %127, ^bb7, ^bb8
^bb7:
%129 = llvm.load %117 : !llvm.ptr -> i64
%130 = llvm.load %125 : !llvm.ptr -> i64
%128 = func.call @gcd(%129, %130) : (i64, i64) -> i64
%131 = llvm.load %125 : !llvm.ptr -> i64
%132 = arith.constant 1 : i32
%134 = arith.extsi %132 : i32 to i64
%133 = arith.addi %131, %134 : i64
%135 = llvm.mlir.constant(1 : i64) : i64
%136 = llvm.alloca %135 x i64 : (i64) -> !llvm.ptr
llvm.store %133, %136 : i64, !llvm.ptr
cf.br ^bb9
^bb9:
%137 = llvm.load %136 : !llvm.ptr -> i64
%138 = arith.cmpi sle, %137, %105 : i64
cf.cond_br %138, ^bb10, ^bb11
^bb10:
%140 = llvm.load %136 : !llvm.ptr -> i64
%139 = func.call @gcd(%128, %140) : (i64, i64) -> i64
%141 = arith.constant 1 : i32
%143 = arith.extsi %141 : i32 to i64
%142 = arith.cmpi eq, %139, %143 : i64
cf.cond_br %142, ^bb12, ^bb13
^bb12:
%144 = llvm.load %109 : !llvm.ptr -> f64
%146 = llvm.load %117 : !llvm.ptr -> i64
%147 = llvm.load %125 : !llvm.ptr -> i64
%148 = llvm.load %136 : !llvm.ptr -> i64
%145 = func.call @dist_de(%146, %147, %148) : (i64, i64, i64) -> f64
%149 = arith.addf %144, %145 : f64
llvm.store %149, %109 : f64, !llvm.ptr
%150 = llvm.load %113 : !llvm.ptr -> i64
%151 = arith.constant 1 : i32
%153 = arith.extsi %151 : i32 to i64
%152 = arith.addi %150, %153 : i64
llvm.store %152, %113 : i64, !llvm.ptr
cf.br ^bb14
^bb13:
cf.br ^bb14
^bb14:
%154 = llvm.load %136 : !llvm.ptr -> i64
%155 = arith.constant 1 : i32
%157 = arith.extsi %155 : i32 to i64
%156 = arith.addi %154, %157 : i64
llvm.store %156, %136 : i64, !llvm.ptr
cf.br ^bb9
^bb11:
%158 = llvm.load %125 : !llvm.ptr -> i64
%159 = arith.constant 1 : i32
%161 = arith.extsi %159 : i32 to i64
%160 = arith.addi %158, %161 : i64
llvm.store %160, %125 : i64, !llvm.ptr
cf.br ^bb6
^bb8:
%162 = llvm.load %117 : !llvm.ptr -> i64
%163 = arith.constant 1 : i32
%165 = arith.extsi %163 : i32 to i64
%164 = arith.addi %162, %165 : i64
llvm.store %164, %117 : i64, !llvm.ptr
cf.br ^bb3
^bb5:
%166 = llvm.mlir.addressof @str_0 : !llvm.ptr
%167 = llvm.load %109 : !llvm.ptr -> f64
%168 = llvm.load %113 : !llvm.ptr -> i64
%169 = arith.sitofp %168 : i64 to f64
%170 = arith.divf %167, %169 : f64
%171 = llvm.call @printf(%166, %170) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, f64) -> i32
%172 = arith.constant 0 : i32
func.return %172 : i32
}
}