Submission #602474

---

Source Code Expand

#include <bits/stdc++.h>
using namespace std;
#define int long long
#define REP(i, n) for (int i = 0; i < (int)(n); ++i)
#define DEBUG(x) cerr << #x << " = " << x << endl
const double svm_intercept[] = {-0.490070656518,-0.17288367225,-0.895438878922,-0.562936532464,-1.23808151254,-0.447492393638,-0.954050048324,0.0,-1.62802426263,-1.31218004034,0.0,0.0,-0.289401455338,0.0,-0.576058682323,0.0};
const int svm_numcoef[] = {64,90,130,80,146,104,116,107,221,134,74,107,194,97,163,113};
const int svm_coef_index[][300] = {
  {480,481,482,507,515,520,544,555,559,578,890,891,976,979,1016,1019,1108,1158,1159,1163,1193,1197,1201,1202,1231,1232,1239,1270,1273,1276,1277,1301,1309,1314,1315,1337,1361,1376,1412,1413,1435,1436,1454,1607,1663,1853,1873,1890,1910,1913,1914,1924,1925,1926,1927,1928,1950,1951,1954,1962,1965,1966,1999,2003},
  {437,476,481,482,508,522,546,585,586,632,676,697,786,818,822,824,842,862,880,961,962,997,998,1009,1034,1073,1111,1130,1131,1147,1190,1201,1243,1261,1267,1279,1280,1305,1306,1317,1320,1343,1344,1345,1356,1382,1389,1426,1428,1433,1458,1460,1466,1488,1491,1505,1541,1579,1584,1612,1617,1628,1646,1654,1688,1694,1696,1730,1731,1733,1768,1771,1776,1798,1810,1812,1836,1839,1848,1879,1880,1917,1951,1956,1962,1995,2003,2032,2070,2109},
  {432,504,507,551,560,577,586,596,627,628,630,631,634,659,675,677,689,729,765,768,772,821,827,858,859,861,862,864,866,877,883,887,894,896,898,914,921,923,934,935,936,937,939,942,991,995,999,1005,1006,1011,1041,1043,1045,1059,1085,1092,1095,1115,1119,1120,1121,1149,1150,1153,1154,1155,1156,1159,1186,1187,1188,1189,1193,1194,1202,1224,1226,1234,1246,1271,1272,1279,1351,1359,1384,1387,1420,1421,1422,1424,1458,1459,1465,1466,1467,1485,1486,1496,1511,1548,1549,1570,1584,1586,1587,1607,1621,1623,1650,1694,1698,1701,1703,1714,1729,1765,1766,1802,1808,1814,1833,1853,1878,1885,1907,1913,1918,1921,1923,1955},
  {468,469,473,504,507,540,667,695,707,741,742,743,774,813,921,969,1003,1005,1045,1077,1084,1111,1112,1114,1150,1152,1155,1157,1187,1188,1190,1191,1193,1194,1195,1196,1197,1225,1227,1229,1233,1234,1265,1269,1270,1301,1311,1339,1342,1377,1379,1380,1381,1382,1418,1422,1424,1425,1448,1456,1463,1494,1495,1498,1533,1538,1539,1540,1541,1542,1543,1564,1683,1736,1843,1946,1961,2024,2025,2026},
  {519,550,554,555,560,588,626,627,639,666,700,701,715,754,767,774,805,806,850,853,893,894,899,921,928,929,930,934,964,965,966,967,977,978,1003,1004,1017,1030,1032,1040,1041,1055,1075,1079,1082,1083,1084,1085,1086,1092,1109,1119,1120,1121,1131,1146,1147,1156,1157,1168,1169,1193,1194,1195,1200,1205,1230,1238,1239,1240,1242,1243,1244,1266,1270,1275,1276,1277,1298,1299,1303,1308,1314,1358,1360,1383,1384,1385,1387,1393,1396,1420,1421,1422,1425,1429,1431,1449,1450,1464,1465,1466,1488,1489,1503,1510,1526,1528,1542,1545,1547,1564,1572,1573,1602,1644,1650,1660,1661,1663,1664,1665,1666,1681,1698,1699,1758,1768,1769,1770,1771,1797,1798,1804,1807,1808,1836,1837,1847,1917,1923,1955,1956,1957,1958,1961},
  {545,548,556,593,594,597,632,636,672,674,703,707,711,715,744,745,752,816,894,896,897,906,922,933,935,964,975,1004,1016,1017,1037,1041,1043,1044,1045,1047,1083,1084,1093,1114,1125,1184,1190,1220,1221,1222,1234,1236,1259,1260,1269,1270,1271,1273,1274,1275,1277,1306,1310,1315,1349,1351,1361,1375,1386,1414,1422,1452,1454,1455,1456,1462,1471,1486,1491,1492,1494,1495,1510,1532,1540,1585,1591,1602,1610,1612,1619,1651,1652,1656,1662,1681,1683,1719,1721,1725,1737,1765,1771,1776,1794,1811,1849,1875},
  {481,485,588,618,634,656,658,659,660,661,670,672,693,698,709,712,713,730,752,766,792,819,855,862,863,936,940,942,964,966,967,969,970,971,994,1002,1004,1008,1011,1014,1048,1052,1053,1055,1056,1057,1084,1091,1094,1096,1112,1113,1114,1117,1124,1130,1146,1150,1184,1188,1189,1190,1205,1220,1223,1227,1261,1269,1298,1310,1335,1337,1338,1343,1346,1349,1350,1374,1384,1386,1413,1416,1419,1425,1438,1452,1454,1455,1492,1493,1533,1547,1550,1588,1589,1610,1619,1620,1626,1649,1657,1680,1695,1758,1777,1799,1800,1838,1890,1891,1912,1925,1961,1963,1966,1999},
  {485,508,510,549,587,589,597,602,626,640,653,669,693,696,751,771,805,808,827,845,846,854,855,864,865,885,900,901,903,904,905,918,920,921,922,923,928,933,941,958,959,960,977,980,998,1016,1041,1109,1157,1184,1192,1193,1198,1230,1235,1237,1247,1263,1268,1270,1273,1274,1285,1310,1311,1359,1375,1414,1415,1427,1433,1434,1453,1471,1476,1509,1510,1513,1531,1589,1606,1626,1681,1682,1695,1726,1728,1729,1732,1741,1757,1759,1763,1766,1768,1769,1771,1773,1797,1798,1803,1806,1807,1848,1885,1946,1984},
  {441,442,474,478,479,484,520,548,549,555,562,583,589,592,599,600,618,626,627,629,657,663,678,698,716,736,755,766,769,787,789,809,810,813,817,819,820,845,855,862,863,877,878,888,889,890,897,899,933,936,942,954,955,960,961,967,971,972,973,974,975,978,999,1002,1003,1011,1012,1019,1031,1035,1036,1037,1040,1041,1045,1051,1058,1072,1077,1079,1083,1084,1085,1092,1107,1111,1113,1114,1115,1116,1117,1118,1121,1124,1125,1126,1131,1144,1148,1149,1152,1153,1154,1155,1166,1168,1181,1182,1187,1190,1191,1220,1227,1228,1229,1248,1262,1263,1265,1266,1269,1274,1284,1285,1286,1299,1300,1301,1304,1306,1309,1310,1313,1320,1321,1333,1337,1338,1339,1343,1345,1348,1354,1357,1358,1359,1372,1377,1381,1385,1388,1391,1396,1399,1410,1416,1417,1419,1423,1424,1425,1426,1429,1430,1455,1461,1487,1488,1492,1493,1498,1507,1515,1529,1530,1531,1532,1533,1542,1563,1569,1577,1605,1606,1607,1608,1611,1614,1638,1648,1652,1653,1663,1664,1680,1704,1735,1737,1756,1758,1778,1795,1797,1816,1838,1843,1845,1850,1871,1875,1879,1887,1923,1924,1953,1962,1992,1994,1997,1998,2035},
  {478,512,557,582,595,596,599,623,636,656,662,699,700,701,702,736,744,782,783,814,816,827,844,931,933,996,998,1000,1005,1009,1017,1043,1046,1055,1056,1070,1071,1075,1086,1093,1094,1109,1114,1119,1122,1131,1132,1152,1159,1160,1161,1190,1191,1196,1197,1198,1202,1229,1230,1233,1234,1237,1240,1242,1260,1266,1268,1274,1280,1286,1304,1305,1306,1307,1308,1309,1311,1313,1315,1316,1318,1319,1336,1343,1344,1347,1348,1351,1354,1375,1377,1385,1389,1390,1412,1413,1414,1415,1425,1488,1492,1497,1500,1501,1528,1530,1533,1534,1545,1547,1550,1621,1640,1656,1658,1698,1699,1701,1773,1774,1775,1776,1805,1807,1808,1812,1846,1851,1853,1875,1889,1925,1926,1992},
  {428,429,440,448,481,487,509,510,520,548,556,558,579,588,595,639,657,744,783,822,825,861,863,891,899,901,935,1000,1012,1039,1040,1050,1052,1083,1121,1123,1196,1205,1229,1235,1243,1274,1311,1312,1338,1339,1344,1376,1381,1426,1457,1496,1501,1509,1581,1623,1698,1727,1735,1838,1839,1876,1883,1913,1958,1963,1965,2000,2027,2038,2065,2066,2105,2106},
  {470,505,506,510,511,540,544,549,582,617,632,635,705,744,750,814,845,849,850,851,858,884,885,889,891,921,925,927,958,959,998,1000,1001,1035,1036,1037,1074,1075,1111,1112,1114,1116,1149,1150,1153,1159,1166,1191,1197,1236,1243,1272,1273,1306,1318,1346,1349,1356,1381,1386,1387,1426,1431,1432,1461,1464,1469,1471,1501,1504,1505,1507,1509,1535,1546,1580,1606,1607,1609,1610,1612,1643,1644,1645,1646,1683,1690,1802,1811,1870,1875,1908,1910,1911,1912,1914,1945,1946,1947,1948,1950,1988,2026,2030,2065,2105,2106},
  {520,662,663,664,665,667,670,700,702,703,705,706,742,744,746,778,783,784,811,812,813,814,816,817,819,820,848,854,861,884,886,895,901,924,926,936,937,939,959,962,965,968,972,973,976,978,999,1000,1004,1005,1008,1011,1015,1034,1039,1040,1041,1042,1043,1044,1045,1046,1047,1048,1049,1052,1074,1076,1079,1080,1081,1083,1084,1085,1086,1087,1109,1110,1116,1117,1123,1124,1153,1158,1159,1164,1167,1194,1196,1198,1200,1204,1206,1207,1222,1224,1226,1229,1230,1232,1233,1234,1235,1236,1243,1246,1247,1263,1271,1272,1273,1274,1282,1284,1285,1300,1310,1311,1336,1337,1340,1341,1345,1346,1350,1351,1353,1355,1375,1381,1382,1383,1385,1389,1391,1416,1421,1424,1425,1431,1451,1457,1458,1459,1463,1464,1470,1473,1495,1496,1504,1505,1506,1507,1528,1531,1532,1533,1534,1535,1538,1539,1540,1542,1544,1545,1568,1575,1577,1578,1583,1586,1608,1613,1618,1621,1648,1650,1656,1688,1691,1692,1693,1697,1760,1761,1763,1765,1767,1768,1769,1800,1801,1805},
  {621,659,664,700,703,733,740,741,779,809,810,811,813,848,850,851,856,863,886,888,893,894,900,926,929,933,935,936,937,967,971,1004,1005,1006,1007,1008,1009,1044,1045,1046,1156,1190,1191,1193,1194,1201,1204,1231,1241,1271,1272,1273,1274,1312,1339,1374,1375,1377,1424,1425,1459,1461,1462,1463,1464,1474,1495,1496,1497,1500,1503,1533,1534,1544,1548,1569,1570,1571,1576,1582,1583,1584,1622,1623,1644,1656,1692,1693,1719,1728,1729,1732,1765,1766,1769,1772,1774},
  {662,669,704,737,740,744,745,776,779,783,785,787,810,811,815,820,848,851,884,885,892,893,903,921,926,927,935,937,939,972,976,1000,1005,1007,1009,1034,1035,1038,1039,1040,1049,1052,1055,1057,1072,1076,1079,1083,1087,1089,1109,1112,1122,1123,1126,1147,1161,1164,1190,1199,1200,1202,1230,1231,1246,1247,1261,1267,1282,1285,1308,1313,1314,1336,1338,1340,1345,1346,1350,1351,1352,1353,1355,1359,1375,1376,1378,1382,1383,1389,1393,1396,1397,1413,1428,1431,1451,1453,1454,1457,1458,1459,1464,1465,1466,1467,1470,1471,1493,1495,1496,1498,1499,1500,1504,1505,1506,1507,1510,1511,1533,1534,1535,1538,1539,1541,1542,1544,1545,1546,1568,1577,1578,1582,1605,1608,1609,1614,1616,1643,1647,1649,1654,1656,1657,1685,1689,1692,1693,1696,1723,1727,1730,1735,1763,1766,1767,1772,1805,1806,1809,1840,1842},
  {321,399,437,475,477,558,604,628,657,667,696,697,702,703,704,708,735,740,771,807,847,936,959,998,1008,1009,1016,1035,1040,1053,1072,1078,1083,1090,1115,1116,1122,1128,1129,1130,1151,1153,1154,1168,1190,1192,1202,1203,1204,1229,1230,1238,1239,1240,1273,1280,1302,1303,1311,1315,1317,1318,1340,1348,1349,1352,1354,1377,1384,1387,1391,1423,1428,1430,1432,1469,1640,1658,1679,1696,1715,1719,1721,1731,1733,1734,1735,1750,1760,1790,1791,1798,1808,1836,1847,1848,1866,1873,1910,1912,1947,1986,1989,2025,2028,2029,2032,2038,2063,2064,2069,2070,2108}
};
const double svm_coef_value[][300] = {
  {-0.0430017517311,-0.142172126748,-0.0672379936551,-0.0932240725419,-0.0905213221759,-0.296058008423,-0.238041828828,-0.00547081829817,-0.215151582887,-0.0656514221114,-0.127959593713,-0.00573975994687,0.162573911806,0.255707726126,0.0153690913007,0.184026714895,0.17863648863,-0.0550541627796,-0.0785789820315,-0.150381510281,-0.0312924512418,-0.210078969904,-0.0665583376744,-0.16906173878,-0.375915165711,-0.327225021294,-0.0199932419632,-0.0299904145224,-0.117321512155,-0.265309616787,-0.306204203355,0.17805129581,-0.0298887202067,-0.317621064888,-0.00810080023052,0.141272366314,0.208184483938,0.0395620581498,0.0827007018465,0.0443002963148,0.0415422085792,0.135429564007,0.208482928414,0.125480391458,0.0493104808208,-0.0894810709136,-0.187054142326,-0.117631501436,-0.203892368341,-0.00732331289839,-0.0855509596378,-0.121437400368,-0.0498818011421,-0.0647763519035,-0.418692810049,-0.00558789089025,-0.0720708785149,-0.158747590594,-0.160377952709,-0.0782070508221,-0.0632248924054,-0.0353419213502,-0.032120401961,-0.116067789779},
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};
const int INF = (int)1e9;
const int param_R = 1;
const int param_I = 5;
const int param_nrows = 65;
const int param_ncols = 38;
const int param_ngryphs = 16;
struct UnionFind {
  vector<int> data;
  UnionFind(int v) : data(v, -1) {}
  int root(int x) {
    return data[x] < 0 ? x : data[x] = root(data[x]);
  }
  bool same(int x, int y) {
    return root(x) == root(y);
  }
  int size(int x) {
    return -data[root(x)];
  }
  void merge(int x, int y) {
    x = root(x), y = root(y);
    if (x != y) {
      if (size(y) > size(x))
        swap(x, y);
      data[x] += data[y];
      data[y] = x;
    }
  }
};
int T, W, H;
bool B[65][9001];
bool B_next[65][9001];
int L[65][9000];
void median_filter() {
  REP(i,H) REP(j,W) {
    int w = 0, b = 0;
    const int R = param_R;
    for(int dy = -R; dy <= R; ++dy) for(int dx = -R; dx <= R; ++dx) {
      int ny = i + dy;
      int nx = j + dx;
      if(0 <= ny && ny < H && 0 <= nx && nx < W) {
        (B[ny][nx] == 0 ? w : b) += 1;
      }
    }
    B_next[i][j] = (b > w);
  }
  REP(i,H) REP(j,W) B[i][j] = B_next[i][j];
}
void input() {
  cin >> T >> W >> H;
  REP(i, H) {
    string S;
    cin >> S;
    REP(j, W) {
      B[i][j] = (S[j] == '#');
    }
  }
}
int labeling() {
  UnionFind unionFind(W*H);
  REP(i,H) REP(j,W) {
    for(int dy = -1; dy <= 1; ++dy) for(int dx = -1; dx <= 1; ++dx) {
      int ny = i + dy;
      int nx = j + dx;
      if(0 <= ny && ny < H && 0 <= nx && nx < W) {
        if(B[i][j] && B[ny][nx]) unionFind.merge(i*W + j, ny*W + nx);
      }
    }
  }
  map<int, int> labels;
  REP(i,H) REP(j,W) {
    if(B[i][j]) {
      if(unionFind.size(i*W + j) <= param_I) {
        B[i][j] = false;
      }
      else {
        labels[unionFind.root(i*W + j)] = -1;
      }
    }
  }
  {
    int n = 0;
    for(auto &iter : labels) iter.second = n++;
  }
  memset(L, -1, sizeof(L));
  REP(i,H) REP(j,W) {
    if(B[i][j]) {
      L[i][j] = labels[unionFind.root(i*W + j)];
    }
  }
  return labels.size();
}
vector<vector<vector<bool>>> split_chars(int n_labels) {
  vector<int> C(n_labels, 0);
  vector<int> cx(n_labels, 0);
  vector<int> cy(n_labels, 0);
  REP(i,H) REP(j,W) {
    if(L[i][j] != -1) {
      ++C[L[i][j]];
      cy[L[i][j]] += i;
      cx[L[i][j]] += j;
    }
  }
  vector<pair<int, int>> center_sort;
  REP(n,n_labels) {
    cy[n] /= C[n];
    cx[n] /= C[n];
    center_sort.emplace_back(cx[n], n);
  }
  map<int, int> label_to_pos;
  sort(center_sort.begin(), center_sort.end());
  {
    REP(i,n_labels) {
      label_to_pos[center_sort[i].second] = i;
    }
  }
  vector<vector<vector<bool>>> MB(
      n_labels,
      vector<vector<bool>>(
        param_nrows,
        vector<bool>(param_ncols, false)));
  REP(i,H) REP(j,W) {
    if(L[i][j] != -1) {
      int pos = label_to_pos[L[i][j]];
      int y = i - (cy[L[i][j]] - param_nrows / 2);
      int x = j - (cx[L[i][j]] - param_ncols / 2);
      MB[pos][y][x] = true;
    }
  }
  return MB;
}
char predict(const vector<vector<bool>> &img) {
  vector<double> linear(param_ngryphs);
  REP(n,param_ngryphs) {
    vector<double> add;
    add.push_back(svm_intercept[n]);
    REP(i,svm_numcoef[n]) {
      int coef_index = svm_coef_index[n][i];
      double coef_value = svm_coef_value[n][i];
      int y = coef_index / param_ncols;
      int x = coef_index % param_ncols;
      add.push_back(coef_value * img[y][x]);
    }
    sort(add.begin(), add.end());
    linear[n] += accumulate(add.begin(), add.end(), 0.0);
  }
  int argmax = max_element(linear.begin(), linear.end()) - linear.begin();
  return "0123456789()+-*/"[argmax];
}
typedef string::const_iterator iter;
int expr(iter& p);
int term(iter& p);
int factor(iter& p);
int number(iter& p);
int expr(iter& p) {
  int r = term(p);
  while(true) {
    if(*p == '+') {
      ++p;
      int rs = term(p);
      r += rs;
    }
    else if(*p == '-') {
      ++p;
      int rs = term(p);
      r -= rs;
    }
    else {
      break;
    }
  }
  return r;
}
int term(iter& p) {
  int r = factor(p);
  while(true) {
    if(*p == '*') {
      p++;
      int rs = factor(p);
      r *= rs;
    }
    else if(*p == '/') {
      p++;
      int rs = factor(p);
      r /= rs;
    }
    else {
      break;
    }
  }
  return r;
}
int factor(iter& p) {
  if(*p == '(') {
    ++p; // skip (
    int r = expr(p);
    ++p; // skip )
    return r;
  }
  return number(p);
}
int number(iter& p) {
  int r = 0;
  while(isdigit(*p)) {
    r *= 10;
    r += *p -'0';
    p++;
  }
  return r;
}
signed main() {
  input();
  median_filter();
  median_filter();
  int n_labels = labeling();
  vector<vector<vector<bool>>> chars = split_chars(n_labels);
  string eq;
  REP(i,chars.size()) {
    eq.push_back(predict(chars[i]));
  }
  iter p = eq.begin();
  cout << expr(p) << endl;
}

Submission Info

Judge Result