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1444
Yokohama Phenomena
yokohama-phenomena
Yokohama Phenomena Do you know about Yokohama Phenomena? The phenomenon takes place when three programmers, sitting around a table, hold a single pen together above a board. A grid of squares is drawn on the board, with each square marked with a single letter. Although none of the participants purposely moves the pen, its nib, as if it has a will, goes down to one of the squares marked with Y, and then starts moving on the board. The squares passed are marked with O, K, O, H, A, and M in this order, and then the nib stops on the square marked with A. Let us call the series of squares along such a trajectory of the nib a YOKOHAMA trace. A YOKOHAMA trace is defined as follows. It is a series of eight squares in the given grid of squares. Every square in the series, except for the first one, shares an edge with (is edge-adjacent to) its directly preceding square in the series. The letters marked in the eight squares of the series are Y, O, K, O, H, A, M, and A, in this order. Note that the same square may appear more than once in the series. Figure A.1 (a) is an illustration of the board corresponding to Sample Input 1. Figures A.1 (b) and (c) show trajectories on two of the YOKOHAMA traces. Both traces start at the leftmost square in the upper row. The same square marked with O appears twice in the trace illustrated in Figure A.1 (c). Figure A.1. A board and trajectories on two of the YOKOHAMA traces You are given a grid of squares, each marked with one of six letters, A, H, K, M, O, or Y. Your task is to count how many distinct YOKOHAMA traces are possible on it. Input The input consists of a single test case of the following format. $n$ $m$ $x_{1,1}$ ... $x_{1,m}$ . . . $x_{n,1}$ ... $x_{n,m}$ The first two integers $n$ and $m$ ($1 \leq n \leq 10, 1 \leq m \leq 10$) describe the size of the grid. The grid has squares arranged in an $n \times m$ matrix. The following n lines describe the letters marked in the squares. The square at the $i$-th row and the $j$-th column in the grid ($1 \leq i \leq n, 1 \leq j \leq m$) has letter $x_{i,j}$ marked in it. Each $x_{i,j}$ is one of the six letters, A, H, K, M, O, or Y. Output Output a line containing the number of distinct YOKOHAMA traces. Sample Input 1 2 4 YOHA OKAM Sample Output 1 8 Sample Input 2 3 4 YOKH OKHA KHAM Sample Output 2 0 Sample Input 3 3 6 MAYOHA AHOKAM MAYOHA Sample Output 3 80
Yokohama Phenomena Do you know about Yokohama Phenomena? The phenomenon takes place when three programmers, sitting around a table, hold a single pen together above a board. A grid of squares is drawn on the board, with each square marked with a single letter. Although none of the participants purposely moves the pen, its nib, as if it has a will, goes down to one of the squares marked with Y, and then starts moving on the board. The squares passed are marked with O, K, O, H, A, and M in this order, and then the nib stops on the square marked with A. Let us call the series of squares along such a trajectory of the nib a YOKOHAMA trace. A YOKOHAMA trace is defined as follows. It is a series of eight squares in the given grid of squares. Every square in the series, except for the first one, shares an edge with (is edge-adjacent to) its directly preceding square in the series. The letters marked in the eight squares of the series are Y, O, K, O, H, A, M, and A, in this order. Note that the same square may appear more than once in the series. Figure A.1 (a) is an illustration of the board corresponding to Sample Input 1. Figures A.1 (b) and (c) show trajectories on two of the YOKOHAMA traces. Both traces start at the leftmost square in the upper row. The same square marked with O appears twice in the trace illustrated in Figure A.1 (c). Figure A.1. A board and trajectories on two of the YOKOHAMA traces You are given a grid of squares, each marked with one of six letters, A, H, K, M, O, or Y. Your task is to count how many distinct YOKOHAMA traces are possible on it. Input The input consists of a single test case of the following format. $n$ $m$ $x_{1,1}$ ... $x_{1,m}$ . . . $x_{n,1}$ ... $x_{n,m}$ The first two integers $n$ and $m$ ($1 \leq n \leq 10, 1 \leq m \leq 10$) describe the size of the grid. The grid has squares arranged in an $n \times m$ matrix. The following n lines describe the letters marked in the squares. The square at the $i$-th row and the $j$-th column in the grid ($1 \leq i \leq n, 1 \leq j \leq m$) has letter $x_{i,j}$ marked in it. Each $x_{i,j}$ is one of the six letters, A, H, K, M, O, or Y. Output Output a line containing the number of distinct YOKOHAMA traces. Sample Input 1 2 4 YOHA OKAM Sample Output 1 8 Sample Input 2 3 4 YOKH OKHA KHAM Sample Output 2 0 Sample Input 3 3 6 MAYOHA AHOKAM MAYOHA Sample Output 3 80
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1444?year=2023
io
null
null
2,000,000,000
2,097,152,000
null
{ "cpp": { "code": "#include <iostream>\n#include <vector>\n#include <string>\n\nusing namespace std;\n\nint n, m;\nvector<string> grid;\nstring target = \"YOKOHAMA\";\nint target_len = 8;\nint directions[4][2] = {{0, 1}, {1, 0}, {0, -1}, {-1, 0}};\n\nbool isValid(int x, int y) {\n return x >= 0 && x < n && y >= 0 && y < m;\n}\n\nint dfs(int x, int y, int index) {\n if (index == target_len - 1) return 1;\n\n int count = 0;\n for (int i = 0; i < 4; ++i) {\n int nx = x + directions[i][0];\n int ny = y + directions[i][1];\n if (isValid(nx, ny) && grid[nx][ny] == target[index + 1]) {\n count += dfs(nx, ny, index + 1);\n }\n }\n return count;\n}\n\nint countYokohamaTraces() {\n int count = 0;\n for (int i = 0; i < n; ++i) {\n for (int j = 0; j < m; ++j) {\n if (grid[i][j] == 'Y') {\n count += dfs(i, j, 0);\n }\n }\n }\n return count;\n}\n\nint main() {\n cin >> n >> m;\n grid.resize(n);\n for (int i = 0; i < n; ++i) {\n cin >> grid[i];\n }\n\n int result = countYokohamaTraces();\n cout << result << endl;\n\n return 0;\n}", "memory": 3, "memoryDistribution": "[[3, 0, \"#include <iostream>\\n#include <vector>\\n#include <string>\\n\\nusing namespace std;\\n\\nint n, m;\\nvector<string> grid;\\nstring target = \\\"YOKOHAMA\\\";\\nint target_len = 8;\\nint directions[4][2] = {{0, 1}, {1, 0}, {0, -1}, {-1, 0}};\\n\\nbool isValid(int x, int y) {\\n return x >= 0 && x < n && y >= 0 && y < m;\\n}\\n\\nint dfs(int x, int y, int index) {\\n if (index == target_len - 1) return 1;\\n\\n int count = 0;\\n for (int i = 0; i < 4; ++i) {\\n int nx = x + directions[i][0];\\n int ny = y + directions[i][1];\\n if (isValid(nx, ny) && grid[nx][ny] == target[index + 1]) {\\n count += dfs(nx, ny, index + 1);\\n }\\n }\\n return count;\\n}\\n\\nint countYokohamaTraces() {\\n int count = 0;\\n for (int i = 0; i < n; ++i) {\\n for (int j = 0; j < m; ++j) {\\n if (grid[i][j] == 'Y') {\\n count += dfs(i, j, 0);\\n }\\n }\\n }\\n return count;\\n}\\n\\nint main() {\\n cin >> n >> m;\\n grid.resize(n);\\n for (int i = 0; i < n; ++i) {\\n cin >> grid[i];\\n }\\n\\n int result = countYokohamaTraces();\\n cout << result << endl;\\n\\n return 0;\\n}\"]]", "runtime": 0, "runtimeDistribution": "[[0, 0, \"#include <iostream>\\n#include <vector>\\n#include <string>\\n\\nusing namespace std;\\n\\nint n, m;\\nvector<string> grid;\\nstring target = \\\"YOKOHAMA\\\";\\nint target_len = 8;\\nint directions[4][2] = {{0, 1}, {1, 0}, {0, -1}, {-1, 0}};\\n\\nbool isValid(int x, int y) {\\n return x >= 0 && x < n && y >= 0 && y < m;\\n}\\n\\nint dfs(int x, int y, int index) {\\n if (index == target_len - 1) return 1;\\n\\n int count = 0;\\n for (int i = 0; i < 4; ++i) {\\n int nx = x + directions[i][0];\\n int ny = y + directions[i][1];\\n if (isValid(nx, ny) && grid[nx][ny] == target[index + 1]) {\\n count += dfs(nx, ny, index + 1);\\n }\\n }\\n return count;\\n}\\n\\nint countYokohamaTraces() {\\n int count = 0;\\n for (int i = 0; i < n; ++i) {\\n for (int j = 0; j < m; ++j) {\\n if (grid[i][j] == 'Y') {\\n count += dfs(i, j, 0);\\n }\\n }\\n }\\n return count;\\n}\\n\\nint main() {\\n cin >> n >> m;\\n grid.resize(n);\\n for (int i = 0; i < n; ++i) {\\n cin >> grid[i];\\n }\\n\\n int result = countYokohamaTraces();\\n cout << result << endl;\\n\\n return 0;\\n}\"]]" }, "golang": { "code": "package main\n\nimport (\n\t\"bufio\"\n\t\"fmt\"\n\t\"os\"\n)\n\nfunc main() {\n\tscanner := bufio.NewScanner(os.Stdin)\n\tscanner.Scan()\n\tvar n, m int\n\tfmt.Sscanf(scanner.Text(), \"%d %d\", &n, &m)\n\n\tgrid := make([]string, n)\n\tfor i := 0; i < n; i++ {\n\t\tscanner.Scan()\n\t\tgrid[i] = scanner.Text()\n\t}\n\n\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\n\n\tvar dfs func(i, j, k int) int\n\tdfs = func(i, j, k int) int {\n\t\tif k == 7 {\n\t\t\treturn 1\n\t\t}\n\t\tres := 0\n\t\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\n\t\tfor _, dir := range directions {\n\t\t\tni, nj := i+dir[0], j+dir[1]\n\t\t\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\n\t\t\t\tif grid[ni][nj] == sequence[k+1] {\n\t\t\t\t\tres += dfs(ni, nj, k+1)\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t\treturn res\n\t}\n\n\tans := 0\n\tfor i := 0; i < n; i++ {\n\t\tfor j := 0; j < m; j++ {\n\t\t\tif grid[i][j] == sequence[0] {\n\t\t\t\tans += dfs(i, j, 0)\n\t\t\t}\n\t\t}\n\t}\n\tfmt.Println(ans)\n}", "memory": 8, "memoryDistribution": "[[8, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [8, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [8, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [8, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [8, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"]]", "runtime": 0, "runtimeDistribution": "[[0, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [0, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [0, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [0, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"], [0, 0, \"package main\\n\\nimport (\\n\\t\\\"bufio\\\"\\n\\t\\\"fmt\\\"\\n\\t\\\"os\\\"\\n)\\n\\nfunc main() {\\n\\tscanner := bufio.NewScanner(os.Stdin)\\n\\tscanner.Scan()\\n\\tvar n, m int\\n\\tfmt.Sscanf(scanner.Text(), \\\"%d %d\\\", &n, &m)\\n\\n\\tgrid := make([]string, n)\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tscanner.Scan()\\n\\t\\tgrid[i] = scanner.Text()\\n\\t}\\n\\n\\tsequence := []byte{'Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'}\\n\\n\\tvar dfs func(i, j, k int) int\\n\\tdfs = func(i, j, k int) int {\\n\\t\\tif k == 7 {\\n\\t\\t\\treturn 1\\n\\t\\t}\\n\\t\\tres := 0\\n\\t\\tdirections := [][]int{{-1, 0}, {1, 0}, {0, -1}, {0, 1}}\\n\\t\\tfor _, dir := range directions {\\n\\t\\t\\tni, nj := i+dir[0], j+dir[1]\\n\\t\\t\\tif ni >= 0 && ni < n && nj >= 0 && nj < m {\\n\\t\\t\\t\\tif grid[ni][nj] == sequence[k+1] {\\n\\t\\t\\t\\t\\tres += dfs(ni, nj, k+1)\\n\\t\\t\\t\\t}\\n\\t\\t\\t}\\n\\t\\t}\\n\\t\\treturn res\\n\\t}\\n\\n\\tans := 0\\n\\tfor i := 0; i < n; i++ {\\n\\t\\tfor j := 0; j < m; j++ {\\n\\t\\t\\tif grid[i][j] == sequence[0] {\\n\\t\\t\\t\\tans += dfs(i, j, 0)\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\tfmt.Println(ans)\\n}\"]]" }, "java": { "code": "import java.util.*;\n\npublic class Main {\n static int n, m;\n static char[][] grid;\n static final String sequence = \"YOKOHAMA\";\n static int[] dx = {-1, 1, 0, 0};\n static int[] dy = {0, 0, -1, 1};\n\n public static void main(String[] args) {\n Scanner scanner = new Scanner(System.in);\n n = scanner.nextInt();\n m = scanner.nextInt();\n scanner.nextLine(); // consume the rest of the line\n grid = new char[n][m];\n for (int i = 0; i < n; i++) {\n String line = scanner.nextLine();\n for (int j = 0; j < m; j++) {\n grid[i][j] = line.charAt(j);\n }\n }\n\n int total = 0;\n for (int i = 0; i < n; i++) {\n for (int j = 0; j < m; j++) {\n if (grid[i][j] == 'Y') {\n total += dfs(i, j, 0);\n }\n }\n }\n System.out.println(total);\n }\n\n private static int dfs(int i, int j, int k) {\n if (k == 7) {\n return 1;\n }\n int res = 0;\n for (int dir = 0; dir < 4; dir++) {\n int ni = i + dx[dir];\n int nj = j + dy[dir];\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\n res += dfs(ni, nj, k + 1);\n }\n }\n }\n return res;\n }\n}", "memory": 8, "memoryDistribution": "[[8, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [8, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [8, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [8, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"]]", "runtime": 0, "runtimeDistribution": "[[0, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [0, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [0, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"], [0, 0, \"import java.util.*;\\n\\npublic class Main {\\n static int n, m;\\n static char[][] grid;\\n static final String sequence = \\\"YOKOHAMA\\\";\\n static int[] dx = {-1, 1, 0, 0};\\n static int[] dy = {0, 0, -1, 1};\\n\\n public static void main(String[] args) {\\n Scanner scanner = new Scanner(System.in);\\n n = scanner.nextInt();\\n m = scanner.nextInt();\\n scanner.nextLine(); // consume the rest of the line\\n grid = new char[n][m];\\n for (int i = 0; i < n; i++) {\\n String line = scanner.nextLine();\\n for (int j = 0; j < m; j++) {\\n grid[i][j] = line.charAt(j);\\n }\\n }\\n\\n int total = 0;\\n for (int i = 0; i < n; i++) {\\n for (int j = 0; j < m; j++) {\\n if (grid[i][j] == 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n System.out.println(total);\\n }\\n\\n private static int dfs(int i, int j, int k) {\\n if (k == 7) {\\n return 1;\\n }\\n int res = 0;\\n for (int dir = 0; dir < 4; dir++) {\\n int ni = i + dx[dir];\\n int nj = j + dy[dir];\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] == sequence.charAt(k + 1)) {\\n res += dfs(ni, nj, k + 1);\\n }\\n }\\n }\\n return res;\\n }\\n}\"]]" }, "javascript": { "code": "const readline = require('readline');\n\nconst rl = readline.createInterface({\n input: process.stdin,\n output: process.stdout\n});\n\nlet n, m;\nlet grid = [];\nlet linesRead = 0;\n\nrl.on('line', (line) => {\n if (linesRead === 0) {\n [n, m] = line.trim().split(' ').map(Number);\n linesRead++;\n } else {\n grid.push(line.trim());\n if (grid.length === n) {\n rl.close();\n }\n }\n}).on('close', () => {\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\n \n function dfs(i, j, step) {\n if (step === 7) {\n return 1;\n }\n let count = 0;\n for (const [di, dj] of directions) {\n const ni = i + di;\n const nj = j + dj;\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\n if (grid[ni][nj] === sequence[step + 1]) {\n count += dfs(ni, nj, step + 1);\n }\n }\n }\n return count;\n }\n \n let total = 0;\n for (let i = 0; i < n; i++) {\n for (let j = 0; j < m; j++) {\n if (grid[i][j] === 'Y') {\n total += dfs(i, j, 0);\n }\n }\n }\n \n console.log(total);\n process.exit(0);\n});", "memory": 8, "memoryDistribution": "[[8, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [8, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [8, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [8, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [8, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"]]", "runtime": 0, "runtimeDistribution": "[[0, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [0, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [0, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [0, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"], [0, 0, \"const readline = require('readline');\\n\\nconst rl = readline.createInterface({\\n input: process.stdin,\\n output: process.stdout\\n});\\n\\nlet n, m;\\nlet grid = [];\\nlet linesRead = 0;\\n\\nrl.on('line', (line) => {\\n if (linesRead === 0) {\\n [n, m] = line.trim().split(' ').map(Number);\\n linesRead++;\\n } else {\\n grid.push(line.trim());\\n if (grid.length === n) {\\n rl.close();\\n }\\n }\\n}).on('close', () => {\\n const directions = [[-1, 0], [1, 0], [0, -1], [0, 1]];\\n const sequence = ['Y', 'O', 'K', 'O', 'H', 'A', 'M', 'A'];\\n \\n function dfs(i, j, step) {\\n if (step === 7) {\\n return 1;\\n }\\n let count = 0;\\n for (const [di, dj] of directions) {\\n const ni = i + di;\\n const nj = j + dj;\\n if (ni >= 0 && ni < n && nj >= 0 && nj < m) {\\n if (grid[ni][nj] === sequence[step + 1]) {\\n count += dfs(ni, nj, step + 1);\\n }\\n }\\n }\\n return count;\\n }\\n \\n let total = 0;\\n for (let i = 0; i < n; i++) {\\n for (let j = 0; j < m; j++) {\\n if (grid[i][j] === 'Y') {\\n total += dfs(i, j, 0);\\n }\\n }\\n }\\n \\n console.log(total);\\n process.exit(0);\\n});\"]]" }, "python3": { "code": "# ICPC_1444\nn, m = map(int, input().split())\nx = [input() for _ in range(n)]\n\ndef dfs(i, j, k=0):\n if k==7:\n return 1\n res = 0\n for di, dj in ((-1, 0), (1, 0), (0, -1), (0, 1)):\n if not (0<=i+di<n and 0<=j+dj<m):\n continue\n if x[i+di][j+dj]!=\"YOKOHAMA\"[k+1]:\n continue\n res += dfs(i+di, j+dj, k+1)\n return res\n\nans = 0\nfor i in range(n):\n for j in range(m):\n if x[i][j]==\"Y\":\n ans += dfs(i, j)\nprint(ans)", "memory": 8, "memoryDistribution": "[[8, 0, \"# ICPC_1444\\nn, m = map(int, input().split())\\nx = [input() for _ in range(n)]\\n\\ndef dfs(i, j, k=0):\\n if k==7:\\n return 1\\n res = 0\\n for di, dj in ((-1, 0), (1, 0), (0, -1), (0, 1)):\\n if not (0<=i+di<n and 0<=j+dj<m):\\n continue\\n if x[i+di][j+dj]!=\\\"YOKOHAMA\\\"[k+1]:\\n continue\\n res += dfs(i+di, j+dj, k+1)\\n return res\\n\\nans = 0\\nfor i in range(n):\\n for j in range(m):\\n if x[i][j]==\\\"Y\\\":\\n ans += dfs(i, j)\\nprint(ans)\"]]", "runtime": 0, "runtimeDistribution": "[[0, 0, \"# ICPC_1444\\nn, m = map(int, input().split())\\nx = [input() for _ in range(n)]\\n\\ndef dfs(i, j, k=0):\\n if k==7:\\n return 1\\n res = 0\\n for di, dj in ((-1, 0), (1, 0), (0, -1), (0, 1)):\\n if not (0<=i+di<n and 0<=j+dj<m):\\n continue\\n if x[i+di][j+dj]!=\\\"YOKOHAMA\\\"[k+1]:\\n continue\\n res += dfs(i+di, j+dj, k+1)\\n return res\\n\\nans = 0\\nfor i in range(n):\\n for j in range(m):\\n if x[i][j]==\\\"Y\\\":\\n ans += dfs(i, j)\\nprint(ans)\"]]" }, "ruby": { "code": "h, w = gets.chomp.split.map(&:to_i)\nboard = [\"#\" * (w + 2)]\nh.times{board << \"#\" + gets.chomp + \"#\"}\nboard << \"#\" * (w + 2)\n\ntemp = []\n1.upto(h){|i| 1.upto(w){|j| temp << [i, j, 1] if board[i][j] == \"Y\"}}\nyokohama = \"YOKOHAMA\"\nresult = 0\nidx = 0\nwhile idx < temp.length\n i, j, k = temp[idx]\n idx += 1\n if k == 8\n result += 1\n next\n end\n [[i+1, j], [i-1, j], [i, j+1], [i, j-1]].each{|y, x|\n temp << [y, x, k + 1] if board[y][x] == yokohama[k]\n }\nend\nputs result", "memory": 8, "memoryDistribution": "[[8, 0, \"h, w = gets.chomp.split.map(&:to_i)\\nboard = [\\\"#\\\" * (w + 2)]\\nh.times{board << \\\"#\\\" + gets.chomp + \\\"#\\\"}\\nboard << \\\"#\\\" * (w + 2)\\n\\ntemp = []\\n1.upto(h){|i| 1.upto(w){|j| temp << [i, j, 1] if board[i][j] == \\\"Y\\\"}}\\nyokohama = \\\"YOKOHAMA\\\"\\nresult = 0\\nidx = 0\\nwhile idx < temp.length\\n i, j, k = temp[idx]\\n idx += 1\\n if k == 8\\n result += 1\\n next\\n end\\n [[i+1, j], [i-1, j], [i, j+1], [i, j-1]].each{|y, x|\\n temp << [y, x, k + 1] if board[y][x] == yokohama[k]\\n }\\nend\\nputs result\"]]", "runtime": 40, "runtimeDistribution": "[[40, 0, \"h, w = gets.chomp.split.map(&:to_i)\\nboard = [\\\"#\\\" * (w + 2)]\\nh.times{board << \\\"#\\\" + gets.chomp + \\\"#\\\"}\\nboard << \\\"#\\\" * (w + 2)\\n\\ntemp = []\\n1.upto(h){|i| 1.upto(w){|j| temp << [i, j, 1] if board[i][j] == \\\"Y\\\"}}\\nyokohama = \\\"YOKOHAMA\\\"\\nresult = 0\\nidx = 0\\nwhile idx < temp.length\\n i, j, k = temp[idx]\\n idx += 1\\n if k == 8\\n result += 1\\n next\\n end\\n [[i+1, j], [i-1, j], [i, j+1], [i, j-1]].each{|y, x|\\n temp << [y, x, k + 1] if board[y][x] == yokohama[k]\\n }\\nend\\nputs result\"]]" } }
def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]: import random # collections is not strictly needed for the current DFS implementation # import collections random.seed(seed) # --- Solver (adapted from problem description) --- # Memoization cache for the DFS. Must be reset for each call to solve_yokohama. _solver_memo_cache = {} def _dfs_solver(r: int, c: int, k: int, n_val: int, m_val: int, grid_val: list[str], target_seq: str) -> int: state = (r, c, k) if state in _solver_memo_cache: return _solver_memo_cache[state] # Base case: successfully found the entire "YOKOHAMA" sequence. # k is the index of the character just placed. # target_seq has length 8 (indices 0-7). # If k == 7, it means the 8th character (target_seq[7]) has been placed. if k == len(target_seq) - 1: return 1 count = 0 # Moves: up, down, left, right # (dr, dc) pairs for (-1,0), (1,0), (0,-1), (0,1) dr = [-1, 1, 0, 0] dc = [0, 0, -1, 1] for i in range(4): # Iterate over 4 possible directions nr, nc = r + dr[i], c + dc[i] if 0 <= nr < n_val and 0 <= nc < m_val: # Check if the character in the next square matches the next character in the target sequence if grid_val[nr][nc] == target_seq[k+1]: count += _dfs_solver(nr, nc, k + 1, n_val, m_val, grid_val, target_seq) _solver_memo_cache[state] = count return count def solve_yokohama(n_val: int, m_val: int, grid_val: list[str]) -> int: _solver_memo_cache.clear() # Reset memoization for each new grid processing target_sequence = "YOKOHAMA" # The sequence to find total_traces = 0 # Validate inputs based on problem constraints (optional here, assuming valid inputs from generator) # if not (1 <= n_val <= 10 and 1 <= m_val <= 10): return 0 # if not grid_val or len(grid_val) != n_val or not all(len(row) == m_val for row in grid_val): return 0 for r_start in range(n_val): for c_start in range(m_val): # Start DFS if the current square matches the first character of the sequence ('Y') if grid_val[r_start][c_start] == target_sequence[0]: # k=0 means we are at the first char 'Y' (index 0 of target_sequence) total_traces += _dfs_solver(r_start, c_start, 0, n_val, m_val, grid_val, target_sequence) return total_traces # --- Serialization helpers --- def serialize_input(n_val: int, m_val: int, grid_val: list[str]) -> str: input_lines = [f"{n_val} {m_val}"] input_lines.extend(grid_val) # grid_val is list of strings, each representing a row return "\n".join(input_lines) def serialize_output(count: int) -> str: return str(count) test_cases = [] seen_inputs = set() # To ensure unique test cases by input string letters_pool = "AHKMOY" # Allowed characters in the grid # Define a list of generator functions for specific categories of test cases # Each generator yields (n, m, grid_list_of_strings) tuples case_generators = [] # Generator 1: Sample Inputs from problem description def gen_sample_cases(): yield (2, 4, ["YOHA", "OKAM"]) yield (3, 4, ["YOKH", "OKHA", "KHAM"]) yield (3, 6, ["MAYOHA", "AHOKAM", "MAYOHA"]) case_generators.append(gen_sample_cases) # Generator 2: Boundary dimensions and simple content def gen_boundary_dim_cases(): # 1x1 grids for char_code in letters_pool: yield 1, 1, [char_code] # Max dimensions (10x10) yield 10, 10, ["".join(random.choices(letters_pool, k=10)) for _ in range(10)] # Random content yield 10, 10, ['Y'*10 for _ in range(10)] # All 'Y's yield 10, 10, ['A'*10 for _ in range(10)] # All 'A's (no 'Y', so 0 traces) # Min one dimension, Max other (e.g., 1x10, 10x1) yield 1, 10, ["".join(random.choices(letters_pool, k=10))] # For Nx1 grid: list of N single-char strings. e.g. for 10x1, 10 strings of length 1. yield 10, 1, [random.choice(letters_pool) for _ in range(10)] # Grids that exactly spell "YOKOHAMA" or parts of it yield 1, 8, ["YOKOHAMA"] # Expected: 1 trace yield 8, 1, list("YOKOHAMA") # list("S") -> ['S'], so this is correct for Nx1 yield 1, 7, ["YOKOHAM"] # Incomplete, expected: 0 traces yield 1, 9, ["YOKOHAMAA"] # Valid path + extra char, expected: 1 trace case_generators.append(gen_boundary_dim_cases) # Generator 3: Specific patterns and edge cases def gen_pattern_cases(): # All same character for various small/medium sizes for char_code in letters_pool: n, m = random.randint(3,6), random.randint(3,6) yield n, m, [char_code * m for _ in range(n)] # Grid with no 'Y' characters n, m = random.randint(4,7), random.randint(4,7) yield n, m, ["".join(random.choices("OKAHM", k=m)) for _ in range(n)] # Grid with only 'Y' and 'O' characters n, m = random.randint(3,5), random.randint(3,5) yield n, m, ["".join(random.choices("YO", k=m)) for _ in range(n)] # A manually crafted grid with a known path structure # Path: Y(0,0) O(0,1) K(1,1) O(2,1) H(3,1) A(3,2) M(2,2) A(1,2) yield 4, 3, ["YOA", "AKA", "AOM", "AHA"] # Grid designed to test revisiting a square (O-K-O part) # Path: Y(0,0) O(0,1) K(1,0) O(0,1) H(2,0) A(2,1) M(2,2) A(3,3) yield 4, 4, ["YOAA", "KOAA", "HAMA", "AAAA"] # 'A's are fillers case_generators.append(gen_pattern_cases) # Process predefined cases from generators for generator_func in case_generators: if len(test_cases) >= num_cases: break for n_val, m_val, grid_val_list in generator_func(): if len(test_cases) >= num_cases: break s_input = serialize_input(n_val, m_val, grid_val_list) if s_input not in seen_inputs: s_output = serialize_output(solve_yokohama(n_val, m_val, grid_val_list)) test_cases.append({"input": s_input, "output": s_output}) seen_inputs.add(s_input) # Fill remaining test case slots with randomly generated grids while len(test_cases) < num_cases: n_val = random.randint(1, 10) m_val = random.randint(1, 10) current_grid_val = [] # Strategy for random grid content grid_content_roll = random.random() if grid_content_roll < 0.7: # 70% chance: Purely random characters current_grid_val = ["".join(random.choices(letters_pool, k=m_val)) for _ in range(n_val)] elif grid_content_roll < 0.9: # 20% chance: 'Y'-heavy grid rows = [] for _ in range(n_val): row_chars = [] for _ in range(m_val): if random.random() < 0.35: # 35% chance for a 'Y' row_chars.append('Y') else: row_chars.append(random.choice("OKAHM")) # Other non-'Y' critical path letters rows.append("".join(row_chars)) current_grid_val = rows else: # 10% chance: Grid filled with a single character char_to_fill = random.choice(letters_pool) current_grid_val = [char_to_fill * m_val for _ in range(n_val)] s_input = serialize_input(n_val, m_val, current_grid_val) if s_input not in seen_inputs: s_output = serialize_output(solve_yokohama(n_val, m_val, current_grid_val)) test_cases.append({"input": s_input, "output": s_output}) seen_inputs.add(s_input) return test_cases[:num_cases] # Ensure exactly num_cases are returned
def evaluate(expected_output: str, program_output: str) -> bool: import math # Required by instructions, though not used for this integer-only problem. # Kept for adherence, can be removed if strictly not needed. # --- Deserialization logic (must be independent) --- # This problem's output is a single integer. def deserialize_single_integer(s: str) -> int: # Handle potential surrounding whitespace from program output cleaned_s = s.strip() if not cleaned_s: # Empty string after strip raise ValueError("Output string is empty or only whitespace.") try: return int(cleaned_s) except ValueError as e: # Re-raise with a more specific message if needed, or just let it propagate raise ValueError(f"Cannot parse '{cleaned_s}' as an integer: {e}") try: expected_val = deserialize_single_integer(expected_output) # Program output might have extra newlines, etc. strip() handles this. actual_val = deserialize_single_integer(program_output) except ValueError: # If deserialization fails for either string, it's a mismatch. return False # Direct comparison for integer values. # The problem does not involve floating point numbers, so math.isclose is not needed here. # If it did, the comparison would be: math.isclose(expected_val, actual_val, rel_tol=..., abs_tol=...) return expected_val == actual_val
[{"input": "2 4\nYOHA\nOKAM", "output": "8"}, {"input": "3 4\nYOKH\nOKHA\nKHAM", "output": "0"}, {"input": "3 6\nMAYOHA\nAHOKAM\nMAYOHA", "output": "80"}, {"input": "1 1\nA", "output": "0"}, {"input": "1 1\nH", "output": "0"}, {"input": "1 1\nK", "output": "0"}, {"input": "1 1\nM", "output": "0"}, {"input": "1 1\nO", "output": "0"}, {"input": "1 1\nY", "output": "0"}, {"input": "10 10\nMAHHOOYAKA\nHMAHMMHMOA\nOOKAYKAAYM\nOOMYKMOMYM\nOAHHAHAHMK\nKHHYMMHOAK\nYMMOYOHAHH\nHYYHMKYKHH\nMHMYKHYMAA\nAMOKAKYMYY", "output": "0"}, {"input": "10 10\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY\nYYYYYYYYYY", "output": "0"}, {"input": "10 10\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA\nAAAAAAAAAA", "output": "0"}, {"input": "1 10\nAOOMHMAKKY", "output": "0"}, {"input": "10 1\nY\nK\nO\nH\nO\nA\nY\nK\nY\nO", "output": "0"}, {"input": "1 8\nYOKOHAMA", "output": "2"}, {"input": "8 1\nY\nO\nK\nO\nH\nA\nM\nA", "output": "2"}, {"input": "1 7\nYOKOHAM", "output": "1"}, {"input": "1 9\nYOKOHAMAA", "output": "2"}, {"input": "4 4\nAAAA\nAAAA\nAAAA\nAAAA", "output": "0"}, {"input": "5 4\nHHHH\nHHHH\nHHHH\nHHHH\nHHHH", "output": "0"}, {"input": "3 5\nKKKKK\nKKKKK\nKKKKK", "output": "0"}, {"input": "6 3\nMMM\nMMM\nMMM\nMMM\nMMM\nMMM", "output": "0"}, {"input": "3 5\nOOOOO\nOOOOO\nOOOOO", "output": "0"}, {"input": "5 4\nYYYY\nYYYY\nYYYY\nYYYY\nYYYY", "output": "0"}, {"input": "4 5\nMMOAO\nHHOAA\nKMAKA\nHKKMH", "output": "0"}, {"input": "4 5\nYYYYO\nOYOYY\nYYOYY\nOOOOY", "output": "0"}, {"input": "4 3\nYOA\nAKA\nAOM\nAHA", "output": "2"}, {"input": "4 4\nYOAA\nKOAA\nHAMA\nAAAA", "output": "0"}, {"input": "8 7\nAKKKOOY\nAKKYHHK\nKHHYKYM\nAYYYYYA\nKHKAKYH\nOKKYYMO\nAHYMMOA\nMMYAYAH", "output": "0"}, {"input": "10 2\nHA\nYH\nMM\nKM\nMY\nHO\nHK\nOH\nHO\nAK", "output": "0"}, {"input": "10 2\nHH\nYY\nYK\nAY\nOM\nYM\nAO\nHM\nYA\nAA", "output": "0"}, {"input": "9 3\nMOH\nMHK\nYYA\nKHA\nOMH\nOMK\nAAY\nYMY\nMAA", "output": "0"}, {"input": "5 6\nOKOMHK\nKKOYHK\nYOOKYA\nYKYHYA\nMMYYAY", "output": "0"}, {"input": "5 1\nK\nO\nH\nM\nM", "output": "0"}, {"input": "7 10\nAKMOOYOHKY\nYMMAYMOHOM\nHMKOHMKYHH\nOMHKOMOYOM\nHMMAYHHOAA\nYMOKYMOKKA\nOYYYOHOOKM", "output": "0"}, {"input": "2 8\nKMMHOKOY\nKYKAYKOY", "output": "0"}, {"input": "5 9\nHKOHKYAAK\nAHKHKAOKO\nYAYMKYHKY\nYMOOYKHKK\nOOOYYYMYM", "output": "0"}, {"input": "1 2\nAK", "output": "0"}, {"input": "1 5\nHHOKO", "output": "0"}, {"input": "7 5\nMYKOK\nYYYYM\nHAYOK\nOAHKY\nKYMMA\nAYOHY\nHHYAM", "output": "0"}, {"input": "8 8\nOHYOAYHK\nMKAYHHOK\nYOHAYAOK\nOOMKOAHO\nHMKMKOHO\nHHAHAMOH\nHKOYMHAH\nHHAMHYMO", "output": "0"}, {"input": "3 8\nAHKKYHYA\nAKMOAOYA\nHMKMMOKY", "output": "0"}, {"input": "5 10\nKKKKKKKKKK\nKKKKKKKKKK\nKKKKKKKKKK\nKKKKKKKKKK\nKKKKKKKKKK", "output": "0"}, {"input": "10 10\nYAOMHAHMAK\nOKAHHYAHHO\nMOHAHAHAAO\nMOYKKHKHMK\nMYOMAHOYMA\nOOMOHMKHYK\nOYKKHAAKKM\nKOAAHAOYOA\nYKAMMKKAHA\nHYKAMOOHAK", "output": "2"}, {"input": "4 2\nAO\nKO\nMH\nYY", "output": "0"}, {"input": "4 8\nKYMYYHOK\nYMOHHMYK\nAMKMMKHH\nOMHOAOOO", "output": "0"}, {"input": "7 3\nAMM\nYYK\nMKO\nKMA\nKYK\nOMY\nYYK", "output": "0"}, {"input": "6 8\nYYAOOOAO\nYYHYMKYY\nMHKYHYYA\nKYMYAAYH\nYAAYHYOH\nAKAYYYKO", "output": "0"}, {"input": "5 8\nKAYHKHOY\nKMHAYYYH\nYOKAOHOO\nKYMAKHAK\nOHKMKOKM", "output": "0"}, {"input": "9 6\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH\nHHHHHH", "output": "0"}, {"input": "2 8\nKKKKKKKK\nKKKKKKKK", "output": "0"}, {"input": "7 2\nYH\nKA\nYA\nKO\nOY\nKO\nAK", "output": "0"}, {"input": "2 8\nYHOHKHKY\nKYMAHYYO", "output": "0"}, {"input": "2 4\nMAOH\nAMAO", "output": "0"}, {"input": "4 10\nYHAYAYAAHH\nMAAOHHHAOM\nOKOMAMYAOY\nMKYAKKOKYA", "output": "0"}, {"input": "2 6\nAHMMHY\nMKMAOY", "output": "0"}, {"input": "9 4\nYKOK\nOHHH\nYOKA\nAKOK\nAAYM\nOKYY\nKYAH\nHAMA\nKYKM", "output": "0"}, {"input": "2 5\nOYYOM\nMAYOH", "output": "0"}, {"input": "3 5\nYYYMO\nYOYHA\nYYYMY", "output": "0"}, {"input": "1 3\nMOH", "output": "0"}, {"input": "7 8\nKHMKAOMM\nHHYAHYOO\nHAKKAMHM\nOKKOKKAH\nKKMHKYHY\nKOKKAKKA\nYOHOAMMH", "output": "0"}, {"input": "6 6\nKYYYOY\nHMHMMY\nAYYAMY\nAOYOOM\nMOMAMY\nYYAOKY", "output": "0"}, {"input": "8 8\nMKYKOOAM\nKHMKHYYM\nAAMYHMMA\nOAMMHAOY\nYYAOMAHY\nKOHYAHOM\nMOMMYMMA\nHOMYOAKO", "output": "2"}, {"input": "8 10\nOKMHOKYKYY\nKHKMYOOAHM\nYMAYYHOHYA\nKYHKKAAMHY\nKAYYMOAHOO\nAOKAAHYMOM\nAHHAKOKAYM\nAMHAKMHKMA", "output": "0"}, {"input": "6 2\nOO\nOO\nOO\nOO\nOO\nOO", "output": "0"}, {"input": "9 9\nKKMYHAOKO\nMOOHAMOHO\nKOMOAOKHA\nHAYMYMHOH\nKOYHAKYOY\nKYKKYMOOA\nMOMHAMHMK\nOKAYKYHYY\nAMKOOYAMO", "output": "0"}, {"input": "1 3\nOKK", "output": "0"}, {"input": "10 1\nO\nY\nK\nO\nM\nM\nK\nM\nH\nA", "output": "0"}, {"input": "3 8\nYAOOHMOY\nHAAHOYOY\nYOOMHHAO", "output": "0"}, {"input": "3 6\nAHAOAM\nKOMMAH\nYOMOOA", "output": "0"}, {"input": "6 2\nOK\nYO\nMH\nYK\nYA\nAA", "output": "0"}, {"input": "3 3\nOKY\nYYH\nMMA", "output": "0"}, {"input": "5 10\nMHYAMOMYMO\nAAMMMOKMKM\nHYKOOHAAKK\nHMHOOYYAKM\nHKHHAHKMHY", "output": "0"}, {"input": "3 6\nYYYYYY\nYYYYYY\nYYYYYY", "output": "0"}, {"input": "6 4\nMAOM\nKYOY\nHYYY\nYYHH\nYAOH\nAMOY", "output": "0"}, {"input": "2 7\nYMKAMKA\nAOOMAYA", "output": "0"}, {"input": "10 6\nYOHKOM\nOHOKOY\nMOOOAK\nYOOMOM\nHMMYAO\nAYAAHA\nOKOYYO\nAAHHMM\nHHYKKO\nOMOMHH", "output": "0"}, {"input": "9 5\nYHHHO\nHKYOH\nAOKYO\nYOHHO\nKKHKH\nMYOAM\nMHOMM\nAKOAO\nAMYKY", "output": "0"}, {"input": "8 8\nOHHAOMHO\nYAYKYYAY\nOHOYHAHM\nYKKMMYAM\nHOHOMOAK\nHOHMMKKH\nKAYKYAKK\nHHMMHKHO", "output": "0"}, {"input": "8 5\nOYYOO\nMYKHY\nKKYKO\nYOOOO\nOMOMM\nKYAOY\nHMAYK\nOOKYK", "output": "0"}, {"input": "1 8\nKMMOHAHA", "output": "0"}, {"input": "4 10\nKOMAYYKHHA\nMOYKYKYKAY\nYAYAYKAYYO\nYKOKKHKAHY", "output": "0"}, {"input": "2 1\nO\nY", "output": "0"}, {"input": "2 2\nKO\nYH", "output": "0"}, {"input": "1 7\nMOOAYHY", "output": "0"}, {"input": "10 6\nOOHYYM\nKHMMOH\nOMAKMK\nMOKHHM\nHHYAKA\nKKMKHH\nAKKMOA\nKMAAOM\nOHHYHY\nHHOOOY", "output": "0"}, {"input": "10 4\nHHHK\nMHKY\nKOOO\nHHHA\nYOAM\nMOHH\nHMHM\nYKOK\nOOKO\nKAMH", "output": "0"}, {"input": "9 1\nY\nA\nO\nA\nA\nA\nM\nA\nA", "output": "0"}, {"input": "4 9\nAMYYMAMKA\nOMHMOKYHY\nMHMHKOAYK\nHOHOAYMAK", "output": "0"}, {"input": "7 9\nMOAYMHYYY\nYHYOMHYOH\nMMHYAHAOO\nYHMMYOMKO\nOOAOKAHAM\nMMYHMOKHM\nKHMKOHHAH", "output": "0"}, {"input": "7 3\nYYY\nYAY\nYMH\nYYM\nAOY\nOMK\nKKY", "output": "0"}, {"input": "5 5\nAKKKA\nHHMMH\nAHYHM\nOHKOY\nYAHYH", "output": "0"}, {"input": "6 3\nKKK\nKKK\nKKK\nKKK\nKKK\nKKK", "output": "0"}, {"input": "5 8\nHHHHHHHH\nHHHHHHHH\nHHHHHHHH\nHHHHHHHH\nHHHHHHHH", "output": "0"}, {"input": "6 7\nOKYHYHO\nAOYHOOA\nYOOAHHA\nKKKMMMY\nYKAYOOM\nYAHMAMM", "output": "0"}, {"input": "7 6\nMMMMMM\nMMMMMM\nMMMMMM\nMMMMMM\nMMMMMM\nMMMMMM\nMMMMMM", "output": "0"}, {"input": "2 1\nH\nO", "output": "0"}, {"input": "9 10\nHKKOOAYKHY\nAOOKKOMKAO\nKAAOAKAOYO\nMMHKKOMHMK\nOYKKAHHOOM\nOMKHAOKYHK\nKAKKHOOYMO\nHHAKAKMMKK\nMYYHHHHYMY", "output": "0"}, {"input": "1 8\nOYMKOKYK", "output": "0"}, {"input": "2 10\nOHHMHKOOMA\nAOOKOAOMYA", "output": "0"}]
null
1447
Nested Repetition Compression
nested-repetition-compression
"Nested Repetition Compression\n\nYou have a number of strings of lowercase letters to be sent in e-(...TRUNCATED)
"Nested Repetition Compression\n\nYou have a number of strings of lowercase letters to be sent in e-(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1447?year=2023
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include <bits/stdc++.h>\nusing namespace std;\n#if __has_include(<atcoder/all>)\n#i(...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import random\n from(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n # No external library imports(...TRUNCATED)
"[{\"input\": \"abababaaaaa\", \"output\": \"3(ab)5(a)\"}, {\"input\": \"abababcaaaaaabababcaaaaa\",(...TRUNCATED)
null
1448
Chayas
chayas
"Chayas\n\nOnce upon a time, there were a number of chayas (teahouses) along one side of an east-wes(...TRUNCATED)
"Chayas\n\nOnce upon a time, there were a number of chayas (teahouses) along one side of an east-wes(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1448?year=2023
io
null
null
8,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include<bits/stdc++.h>\nusing namespace std;\nusing ll = long long;\nusing vll = ve(...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import random\n impo(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n \"\"\"\n Determine if a su(...TRUNCATED)
"[{\"input\": \"5 4\\n1 2 4\\n2 3 5\\n3 2 4\\n1 3 2\\n\", \"output\": \"4\"}, {\"input\": \"4 2\\n3 (...TRUNCATED)
null
1449
Color Inversion on a Huge Chessboard
color-inversion-on-a-huge-chessboard
"Color Inversion on a Huge Chessboard\n\nYou are given a set of square cells arranged in a chessboar(...TRUNCATED)
"Color Inversion on a Huge Chessboard\n\nYou are given a set of square cells arranged in a chessboar(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1449?year=2023
io
null
null
4,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include <bits/stdc++.h>\n\n// NOLINTBEGIN\n// clang-format off\n// DO NOT REMOVE TH(...TRUNCATED)
"import random\n\ndef generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n random(...TRUNCATED)
"import math # Required by template, not used for this problem's integer outputs\n\ndef evaluate(exp(...TRUNCATED)
"[{\"input\": \"159 3\\nROW 7\\nROW 88\\nCOLUMN 46\\n\", \"output\": \"24963\\n24645\\n24335\\n\"}, (...TRUNCATED)
null
1455
Ribbon on the Christmas Present
ribbon-on-the-christmas-present
"Ribbon on the Christmas Present\n\nYou are preparing a ribbon to decorate the Christmas present box(...TRUNCATED)
"Ribbon on the Christmas Present\n\nYou are preparing a ribbon to decorate the Christmas present box(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1455?year=2024
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include<bits/stdc++.h>\n#define rep(i,j,n) for(ll i=j;i<(ll)(n);i++)\n#define rrep((...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import random\n impo(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n \n # Helper for deserializ(...TRUNCATED)
"[{\"input\": \"6\\n50 100 50 50 100 50\", \"output\": \"3\\n\"}, {\"input\": \"5\\n1 2 3 2 1\", \"o(...TRUNCATED)
null
1456
The Sparsest Number in Between
the-sparsest-number-in-between
"The Sparsest Number in Between\n\nYou are given a pair of positive integers $a$ and $b$ ($a \\leq b(...TRUNCATED)
"The Sparsest Number in Between\n\nYou are given a pair of positive integers $a$ and $b$ ($a \\leq b(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1456?year=2024
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include <iostream>\n#include <climits>\n\nusing namespace std;\n\nlong long countOn(...TRUNCATED)
"import random\n\n# Task 1: Test Case Generator\ndef generate_test_cases(num_cases: int, seed: int =(...TRUNCATED)
"import math # Not strictly needed for this problem, but good practice for the template\n\n# Task 2:(...TRUNCATED)
"[{\"input\": \"10 13\", \"output\": \"10\"}, {\"input\": \"11 15\", \"output\": \"12\"}, {\"input\"(...TRUNCATED)
null
1459
E-Circuit Is Now on Sale!
e-circuit-is-now-on-sale!
"E-Circuit Is Now on Sale!\n\nAre you looking for math education tools for your children? Then, why (...TRUNCATED)
"E-Circuit Is Now on Sale!\n\nAre you looking for math education tools for your children? Then, why (...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1459?year=2024
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"// AOJ #1459\n// E-Circuit Is Now on Sale! 2025.1.14\n\n#include <bits/stdc++.h>\nus(...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import random\n impo(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n # Deserialization for output:(...TRUNCATED)
"[{\"input\": \"6 8\\n3.......\\n#....P..\\n#....#.2\\n#.###*#+\\n##-....#\\n..1...4#\", \"output\":(...TRUNCATED)
null
1460
The Farthest Point
the-farthest-point
"The Farthest Point\n\nAnant is on one of the vertices, say the starting vertex, of a rectangular cu(...TRUNCATED)
"The Farthest Point\n\nAnant is on one of the vertices, say the starting vertex, of a rectangular cu(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1460?year=2024
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"#include <bits/stdc++.h>\nusing namespace std;\n\n\n\n//----------------------------(...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import math\n import(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n import math\n\n # Deserial(...TRUNCATED)
"[{\"input\": \"11 20 10\", \"output\": \"29.09682113221305\"}, {\"input\": \"84 51 41\", \"output\"(...TRUNCATED)
null
1464
Mixing Solutions
mixing-solutions
"Mixing Solutions\n\nLet’s prepare for an experiment with the chemical Yokohama Yellow, or YY in s(...TRUNCATED)
"Mixing Solutions\n\nLet’s prepare for an experiment with the chemical Yokohama Yellow, or YY in s(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Regional/1464?year=2024
io
null
null
2,000,000,000
2,097,152,000
null
{"cpp":{"code":"// O(n log n log M): yosupo さんの解法\n#include <bits/stdc++.h>\nusing namespa(...TRUNCATED)
"def generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n import random\n from(...TRUNCATED)
"def evaluate(expected_output: str, program_output: str) -> bool:\n from fractions import Fractio(...TRUNCATED)
"[{\"input\": \"3 10 5000\\n10 2000 3000\\n10 4000 6000\\n10 7000 8000\", \"output\": \"1 2\"}, {\"i(...TRUNCATED)
null
1664
Which Team Should Receive the Sponsor Prize?
which-team-should-receive-the-sponsor-prize?
"Problem A\nWhich Team Should Receive the Sponsor Prize?\n\nIn ICQC (International Collegiate Quiz C(...TRUNCATED)
"Problem A\nWhich Team Should Receive the Sponsor Prize?\n\nIn ICQC (International Collegiate Quiz C(...TRUNCATED)
[]
aizu
https://onlinejudge.u-aizu.ac.jp/challenges/sources/ICPC/Prelim/1664?year=2023
io
null
null
8,000,000,000
262,144,000
null
{"cpp":{"code":"#include <stdio.h>\n#include <stdlib.h>\n\n#define SEC 2023\n\nint main()\n{\n int (...TRUNCATED)
"import random\n\ndef generate_test_cases(num_cases: int, seed: int = 42) -> list[dict]:\n random(...TRUNCATED)
"import math # math.isclose is not needed for this problem as outputs are integers\n\ndef evaluate(e(...TRUNCATED)
"[{\"input\": \"5\\n8936 1425 2020 9675 6913\\n6\\n2023 3812 8280 9864 435 9196\\n0\\n\", \"output\"(...TRUNCATED)
null
End of preview. Expand in Data Studio

Dataset Card for EffiBench-X

EffiBench-X is the first multi-language benchmark designed specifically to evaluate the efficiency of LLM-generated code across six programming languages: Python, C++, Java, JavaScript, Ruby, and Golang. The dataset comprises 623 competitive programming problems paired with human expert solutions as efficiency baselines.

Dataset Details

Dataset Description

EffiBench-X addresses critical limitations in existing code generation benchmarks by providing:

  • Multi-language evaluation across Python, C++, Java, JavaScript, Ruby, and Golang

  • Efficiency-focused metrics including execution time, memory peak, and memory integral

  • Human expert baselines for reliable efficiency comparison

  • Curated by: Yuhao Qing, Boyu Zhu, Mingzhe Du, Zhijiang Guo, Terry Yue Zhuo, Qianru Zhang, Jie M. Zhang, Heming Cui, Siu-Ming Yiu, Dong Huang, See-Kiong Ng, Luu Anh Tuan

  • Institutions: HKU, UCL, NTU, NUS, HKUST, Monash University, CSIRO's Data61, KCL

  • Language(s) (NLP): English

  • License: Apache License 2.0

Dataset Sources

Uses

Direct Use

  • Benchmarking LLM code generation efficiency: Evaluate models on runtime performance, memory usage, and correctness across multiple languages
  • Cross-language performance analysis: Compare model capabilities across different programming paradigms
  • Model development: Train and fine-tune models for efficient code generation
  • Research: Study efficiency gaps between LLM-generated and human expert code

Out-of-Scope Use

  • Production deployment without validation: Solutions should be verified before production use
  • Security-critical applications: The dataset focuses on algorithmic efficiency, not security
  • Non-competitive programming domains: Problems are algorithmic in nature and may not represent all software engineering contexts

Dataset Structure

The dataset contains 623 problems categorized into:

  • Functional problems: Implement specific functions/classes with I/O handled by test templates
  • Standard I/O problems: Complete programs reading from stdin and writing to stdout

Key fields per record include:

  • id, title, title_slug, description, description_md, difficulty, tags, source, url, type
  • Limits: time_limit_nanos, memory_limit_bytes
  • Code artifacts:
    • starter_code: language-keyed starter snippets
    • solutions: language-keyed canonical solutions (e.g., for cpp, golang, java, javascript, python3, ruby)
    • test_case_generator: executable code string that programmatically produces tests
    • evaluator: executable code string to determine pass/fail given expected vs. program output
    • generated_tests: serialized tests produced by the generator
    • test_runners: language-keyed runner templates for executing solutions

All problems are from competitive programming platforms.

Dataset Creation

Curation Rationale

Existing code generation benchmarks primarily focus on functional correctness with limited attention to efficiency, often restricted to Python. EffiBench-X addresses three critical limitations:

  1. Language diversity: Extends beyond Python to include statically-typed (C++, Java, Go) and dynamically-typed languages (Python, JavaScript, Ruby)
  2. Data contamination: Uses recent problems (post-October 2023) to avoid memorization effects
  3. Complexity: Features algorithmically challenging problems requiring optimization techniques

Source Data

Data Collection and Processing

Problems are curated from competitive programming platforms. Each problem includes:

  • Human expert solutions verified for correctness and efficiency
  • 100 programmatically generated test cases
  • Test runners and evaluators for automated assessment
  • Cross-language validation to ensure consistency

Who are the source data producers?

  • Problem creators: Competitive programming platforms and contest organizers
  • Solution authors: Human expert programmers from competitive programming communities
  • Dataset curators: EffiBench research team

Citation

Please cite our paper if you use this dataset:

@article{qing2025effibench,
  title={EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code},
  author={Qing, Yuhao and Zhu, Boyu and Du, Mingzhe and Guo, Zhijiang and Zhuo, Terry Yue and Zhang, Qianru and Zhang, Jie M and Cui, Heming and Yiu, Siu-Ming and Huang, Dong and Ng, See-Kiong and Tuan, Luu Anh},
  journal={Advances in neural information processing systems},
  year={2025}
}

More Information

  • Dataset Statistics: 623 problems, 100 test cases per problem, 6 languages
  • Evaluation: Sandboxed execution environment for consistent performance measurements
  • For detailed information and benchmark results, please refer to the paper and GitHub repository

Dataset Card Contact

For questions and feedback, please open an issue on our GitHub repository.

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