The CLRS-Text Algorithmic Reasoning Language Benchmark
Paper • 2406.04229 • Published • 4
question stringlengths 67 7.6k | answer stringlengths 3 7.92k | algo_name stringclasses 30
values | length int64 4 64 |
|---|---|---|---|
task_scheduling:
d: [10 2 2 7 4 4 1 13 5 6 2 6 6], w: [0.076 0.812 0.039 0.228 0.1 0.149 0.004 0.082 0.151 0.2 0.628 0.15 0.349], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | selected:
| [0 1 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 1 0 0 0 0 0 0 1 0 1], [0 1 0 1 0 0 0 0 0 1 1 0 1], [0 1 0 1 0 0 0 0 0 1 1 0 1], [0 1 0 1 0 0 0 0 0 1 1 1 1], [0 1 0 1 0 0 0 0 0 1 1 1 1], [0 1 0 1 0 0 0 0 0 1 1 1 1], [0 1 0 1 0 0 0 1 0 1 1 1 1], [1 1 0 1 0 0 0 1 0 1 1 1 1], [... | task_scheduling | 13 |
task_scheduling:
d: [19 22 35 18 17 4 3 23 30 10 35 32 26 7 10 19 3 13 25 37 17 34 22 3 36 3 26 14 34 35 6 30 37 4 22 13 11], w: [0.631 0.339 0.285 0.618 0.291 0.597 0.229 0.58 0.8 0.234 0.046 0.056 0.248 0.734 0.32 0.82 0.382 0.921 0.425 0.891 0.722 0.198 0.087 0.967 0.721 0.661 0.929 0.158 0.108 0.988 0.084 0.882 0.7... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 1 0 0 0], [0 0 0 0 0 0... | task_scheduling | 37 |
minimum:
key: [0.88 0.168 0.091 0.497 0.978 0.429 0.192 0.282 0.616 0.123 0.019 0.543 0.492 0.657 0.887 0.619 0.23 0.275 0.208 0.974 0.675 0.755 0.494 0.788 0.595 0.667 0.646 0.569 0.682 0.128 0.848 0.874 0.594 0.863 0.771 0.618 0.933 0.684 0.844 0.465 0.212 0.765 0.678], initial_trace: 0
trace | min:
| 1, 2, 2, 2, 2, 2, 2, 2, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 | 10
| minimum | 43 |
find_maximum_subarray_kadane:
key: [-0.888 -0.064 -0.193 0.28 0.254 -0.217 0.911 0.33 0.784 0.055 -0.705 0.984 0.169 -0.286 -0.204 -0.168 0.749 -0.703 0.858 0.409 0.251 -0.224 0.244 -0.407 0.191 0.957 -0.854 0.699 -0.153 0.479 -0.664 -0.31 0.167 -0.847 0.631 -0.198 0.13 -0.972 -0.067 0.344 0.208 0.844 -0.979 0.068 -0.4... | (1, 1), (1, 1), (3, 3), (3, 4), (3, 4), (3, 6), (3, 7), (3, 8), (3, 9), (3, 9), (3, 11), (3, 12), (3, 12), (3, 12), (3, 12), (3, 16), (3, 16), (3, 18), (3, 19), (3, 20), (3, 20), (3, 22), (3, 22), (3, 22), (3, 25), (3, 25), (3, 25), (3, 25), (3, 29), (3, 29), (3, 29), (3, 29), (3, 29), (3, 29), (3, 29), (3, 29), (3, 29... | find_maximum_subarray_kadane | 56 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1], key: [1 0 0 0 2 0 0 1 0 0 2 0 0 3 0 0 0 3 2 3 3 3 1 2 2 1 1 0 0 0 2 3 0 3 0 2 1 0 2 0 0 2 0 0 1 0 0 2 0 0], initial_trace: 0
trace | s:
| 1, 1, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3 | 3
| naive_string_matcher | 50 |
bellman_ford:
s: 1, A: [[0 0.426 0 0 0 0 0 0 0.294 0 0 0 0.308 0.745 0 0.708 0.156 0 0 0.319 0 0 0 0 0.385 0 0 0.618 0 0 0 0 0], [0.426 0.289 0.334 0 0 0 0 0 0 0.425 0 0 0 0 0 0 0.509 0 0 0 0 0.203 0.827 0 0 0 0.595 0 0 0 0.26 0 0], [0 0.334 0.193 0 0 0 0.306 0 0 0 0 0 0 0 0.432 0 0 0 0 0 0 0 0.48 0 0 0 0.399 0 0 0 0 0... | [1 1 1 3 4 5 6 7 8 1 10 11 12 13 14 15 1 17 18 19 20 1 1 23 24 25 1 27 28 29 1 31 32], [1 1 1 3 30 21 2 9 21 1 10 16 0 26 30 21 1 9 26 0 20 1 2 23 30 25 9 21 21 21 1 2 26], [1 1 1 6 30 21 2 8 21 1 8 16 0 32 30 21 1 9 26 0 32 1 24 15 30 15 9 21 21 17 1 2 26], [1 1 1 6 30 21 2 8 21 1 8 16 0 32 30 21 1 9 26 0 32 1 24 15 3... | bellman_ford | 33 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [3 2 2 3 3 1 1 1 0 1 2 3 2 3 0 0 1 3 0 0 3 1 1 3 2 2 3 3], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0 | 0
| kmp_matcher | 28 |
dijkstra:
s: 18, A: [[0 0 0 0 0 0.191 0.314 0.19 0.382 0 0 0 0 0 0 0.526 0 0 0 0.19 0 0.571 0 0 0 0 0 0.038 0 0 0 0 0 0.374 0], [0 0 0.849 0 0 0 0 0.162 0 0 0 0 0 0 0 0 0 0 0 0 0.212 0 0 0 0 0.434 0 0 0 0 0 0 0 0 0], [0 0.849 0.815 0 0 0 0 0.223 0 0 0.914 0 0 0 0 0 0 0 0.147 0 0 0 0.246 0 0 0 0 0 0.273 0 0 0 0 0 0], [0... | [0 1 18 3 4 5 6 7 8 9 10 11 18 13 14 18 18 17 18 18 20 21 22 23 24 25 26 27 18 29 30 31 32 33 34], [0 2 18 3 4 5 6 2 8 9 2 11 18 13 14 18 18 17 18 18 20 21 2 23 24 25 26 27 2 29 30 31 32 33 34], [15 2 18 3 4 5 15 2 15 9 2 11 15 13 14 18 18 17 18 18 20 21 2 15 24 25 26 27 2 29 30 15 32 33 15], [7 7 18 7 4 5 15 2 15 9 2 ... | dijkstra | 35 |
insertion_sort:
key: [0.105 0.785 0.425 0.779 0.913 0.752 0.646 0.281 0.508 0.237 0.823 0.992 0.036 0.537], initial_trace: [0.105 0.785 0.425 0.779 0.913 0.752 0.646 0.281 0.508 0.237 0.823 0.992 0.036 0.537]
trace | pred:
| [0.105 0.785 0.425 0.779 0.913 0.752 0.646 0.281 0.508 0.237 0.823 0.992 0.036 0.537], [0.105 0.425 0.785 0.779 0.913 0.752 0.646 0.281 0.508 0.237 0.823 0.992 0.036 0.537], [0.105 0.425 0.779 0.785 0.913 0.752 0.646 0.281 0.508 0.237 0.823 0.992 0.036 0.537], [0.105 0.425 0.779 0.785 0.913 0.752 0.646 0.281 0.508 0.23... | insertion_sort | 14 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1], key: [0 1 3 3 2 1 1 0 3 0 3 0 0 0 3 2 2 3 3 3 1 3 2 2 0 1 3 2 1 3 1 1 3 0 3 1 3 1 3 2 2 0 1 3 2 1 3], initial_trace: 0
trace | s:
| 1, 2, 2, 3, 3, 3, 4, 5, 6, 7, 8, 8, 9, 10, 10, 11, 12, 13, 14, 14, 14, 14, 15, 16, 17, 17, 18, 18, 19, 19, 20, 21, 21, 21, 21, 21, 21, 21, 21 | 21
| naive_string_matcher | 47 |
binary_search:
key: [0.048 0.054 0.104 0.112 0.118 0.163 0.167 0.25 0.264 0.272 0.278 0.326 0.37 0.392 0.396 0.412 0.413 0.418 0.488 0.488 0.572 0.578 0.627 0.659 0.69 0.703 0.703 0.712 0.718 0.72 0.731 0.748 0.756 0.821 0.836 0.837 0.882 0.914 0.916 0.943 0.958 0.971 0.984], target: 0.984, initial_trace: (0, 42)
trace... | (22, 42), (33, 42), (38, 42), (41, 42) | (42, 42)
| binary_search | 43 |
task_scheduling:
d: [8 6 9 13 1 1 2 6 4 4 5 4 8], w: [0.354 0.239 0.134 0.821 0.639 0.818 0.399 0.354 0.176 0.505 0.813 0.556 0.208], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | selected:
| [0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 0 0 0 0 1 1 1 0], [0 0 0 1 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 0 0 1 0 1 1 1 0], [1 0 0 1 0 0 0 1 0 1 1 1 0], [1 0 0 1 0 0 0 1 0 1 1 1 1], [... | task_scheduling | 13 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1], key: [0 2 1 0 2 2 2 1 0 1 0 1 1 0], initial_trace: 0
trace | s:
| 0, 0, 0, 1 | 2
| kmp_matcher | 14 |
insertion_sort:
key: [0.083 0.522 0.589 0.487 0.547 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.512], initial_trace: [0.083 0.522 0.589 0.487 0.547 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.512]
trace | pred:
| [0.083 0.522 0.589 0.487 0.547 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.512], [0.083 0.522 0.589 0.487 0.547 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.512], [0.083 0.487 0.522 0.589 0.547 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.512], [0.083 0.487 0.522 0.547 0.589 0.895 0.455 0.827 0.126 0.875 0.968 0.077 0.51... | insertion_sort | 13 |
bellman_ford:
s: 11, A: [[0 0 0 0 0.623 0 0 0.606 0 0 0 0.353 0 0 0 0.933 0.319 0 0 0 0 0.389 0.195 0 0.736 0 0.755 0 0], [0 0.262 0 0.589 0.291 0.249 0.407 0 0 0 0 0 0.778 0 0 0 0 0 0 0 0 0 0 0.42 0 0.402 0 0 0], [0 0 0 0 0 0 0 0 0.838 0 0 0 0 0 0 0 0.198 0 0 0 0 0 0.148 0 0 0 0 0 0], [0 0.589 0 0 0.072 0.257 0 0 0 0.... | [11 1 2 3 4 5 6 7 8 9 11 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 11], [11 1 2 28 10 5 6 0 10 10 11 11 28 13 10 0 0 10 28 10 20 0 0 28 0 10 28 28 11], [11 4 22 22 10 3 4 22 10 10 11 11 28 9 10 22 0 21 28 21 14 0 0 9 0 10 28 21 11], [11 4 22 22 3 15 4 22 10 10 11 11 28 17 10 22 0 21 28 21 14 0 0 9 0 10 28 21 1... | bellman_ford | 29 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 0 0 2 3 1 2 3 3 3 0 2 1 0 0 2 3], initial_trace: 0
trace | s:
| 0, 1, 1, 2, 2 | 2
| naive_string_matcher | 17 |
find_maximum_subarray_kadane:
key: [0.15 -0.849 0.409 -0.094 -0.17 0.301 -0.159 0.591 0.186 -0.055 -0.407 0.527 -0.118 -0.939 -0.227 -0.632 -0.27 -0.267 -0.579 -0.537 0.682 0.639 -0.479 0.748 -0.841], initial_trace: (0, 0)
trace | (best_low, best_high):
| (0, 0), (2, 2), (2, 2), (2, 2), (2, 5), (2, 5), (2, 7), (2, 8), (2, 8), (2, 8), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (2, 11), (20, 21), (20, 21), (20, 23) | (20, 23)
| find_maximum_subarray_kadane | 25 |
bellman_ford:
s: 2, A: [[0.038 0.459 0 0 0 0], [0.459 0 0.282 0 0 0], [0 0.282 0 0.525 0 0], [0 0 0.525 0.645 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5]
trace | pi:
| [0 2 2 2 4 5] | [1 2 2 2 4 5]
| bellman_ford | 6 |
heapsort:
key: [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 0.389 0.967 0.004 0.193 0.7 0.007], initial_trace: [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 0.389 0.967 0.004 0.193 0.7 0.007]
trace | pred:
| [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 0.389 0.967 0.004 0.193 0.7 0.007], [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 0.389 0.967 0.004 0.193 0.7 0.007], [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 0.389 0.967 0.004 0.193 0.7 0.007], [0.111 0.315 0.014 0.316 0.25 0.721 0.112 0.13 0.721 ... | heapsort | 15 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [1 3 1 3 2 0 3 3 0 0 3 3 3 1 3 3 0], initial_trace: 0
trace | s:
| 1, 1, 2, 3, 3, 4, 5, 6, 6 | 6
| naive_string_matcher | 17 |
bfs:
s: 10, A: [[0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 1 0], [0 1 0 0 1 1 1 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 1 1 1 0 1 1 0 0 0 0 1 1 1 0 0 0], [0 1 0 1 1 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0], [1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0]... | [10 10 10 10 4 5 10 7 8 9 10 11 12 13 14 15 10 17 18 10 20 21 22 23] | [10 10 10 10 1 0 10 3 1 3 10 0 3 3 1 1 10 0 1 10 0 6 0 2]
| bfs | 24 |
dfs:
A: [[0 0 1 0], [1 0 0 1], [1 0 1 1], [1 0 1 1]], initial_trace: [0 1 2 3]
trace | pi:
| [0 1 2 3], [0 1 0 3], [0 1 0 3], [0 1 0 2], [0 1 0 2], [0 1 0 2], [0 1 0 2], [0 1 0 2], [0 1 0 2], [0 1 0 2] | [0 1 0 2]
| dfs | 4 |
activity_selector:
s: [0.587 0.081 0.076 0.697 0.305 0.127 0.118 0.374 0.414 0.868 0.556 0.043 0.513 0.947 0.118 0.324 0.098 0.379 0.294 0.323 0.211 0.369 0.108 0.154 0.215 0.379 0.585], f: [0.679 0.28 0.302 0.874 0.976 0.433 0.254 0.688 0.762 0.937 0.979 0.807 0.768 0.953 0.152 0.569 0.315 0.773 0.588 0.393 0.938 0.46... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 ... | activity_selector | 27 |
find_maximum_subarray_kadane:
key: [0.531 -0.443 -0.741 0.337 -0.989 -0.782], initial_trace: (0, 0)
trace | (best_low, best_high):
| (0, 0), (0, 0), (0, 0), (0, 0) | (0, 0)
| find_maximum_subarray_kadane | 6 |
binary_search:
key: [0 0.023 0.056 0.058 0.09 0.108 0.113 0.141 0.152 0.153 0.164 0.188 0.194 0.207 0.285 0.327 0.328 0.331 0.335 0.339 0.343 0.349 0.353 0.36 0.37 0.392 0.42 0.421 0.432 0.439 0.466 0.479 0.492 0.525 0.546 0.562 0.584 0.584 0.59 0.617 0.642 0.682 0.731 0.734 0.74 0.745 0.768 0.772 0.788 0.789 0.832 0.8... | (0, 28), (15, 28), (22, 28), (26, 28) | (28, 28)
| binary_search | 58 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 1 1], key: [0 1 2 3 0 1 0 0 0 1 0 0 1], initial_trace: 0
trace | s:
| | 0
| naive_string_matcher | 13 |
lcs_length:
string: [0 0 0 1 1], key: [3 2 2 2 3], initial_trace: [[-1 -1 -1 1 0], [-1 -1 -1 0 0], [-1 -1 -1 0 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
trace | b:
| | [[-1 -1 -1 1 0], [-1 -1 -1 0 1], [-1 -1 -1 0 1], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
| lcs_length | 5 |
graham_scan:
x: [-0.595 0.481 -0.273 -1.21 1.27 1.4 0.76 0.189 -1.12 1.35 -1.64 -0.313 -1.45 -0.474 1.32 0.428 0.37 -0.265], y: [1.13 1.32 -0.576 -1.44 1.32 0.016 1.78 -0.595 0.944 -1.2 0.834 -1.69 -0.421 -0.645 -0.03 0.452 0.333 -1.93], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | in_hull:
| [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1], [0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 1], [0 0 0 0... | graham_scan | 18 |
quicksort:
key: [0.075 0.82 0.256 0.682 0.304], initial_trace: [0.075 0.82 0.256 0.682 0.304]
trace | pred:
| [0.075 0.82 0.256 0.682 0.304], [0.075 0.256 0.82 0.682 0.304], [0.075 0.256 0.82 0.682 0.304], [0.075 0.256 0.304 0.682 0.82], [0.075 0.256 0.304 0.682 0.82], [0.075 0.256 0.304 0.682 0.82], [0.075 0.256 0.304 0.682 0.82] | [0.075 0.256 0.304 0.682 0.82]
| quicksort | 5 |
articulation_points:
A: [[0 0 0 0 0 0], [0 1 0 0 0 0], [0 0 1 0 0 0], [0 0 0 1 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0]
trace | is_cut:
| [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0] | [0 0 0 0 0 0]
| articulation_points | 6 |
dijkstra:
s: 3, A: [[0.123 0.82 0.487 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.82 0.954 0 0 0.253 0.082 0 0.739 0 0 0 0.613 0 0.09 0 0], [0.487 0 0.368 0 0 0 0 0 0 0.225 0 0 0.564 0 0 0], [0 0 0 0.428 0 0 0 0 0 0.255 0 0 0 0.775 0 0], [0 0.253 0 0 0.957 0 0 0 0 0 0 0 0.204 0 0 0], [0 0.082 0 0 0 0.969 0 0.158 0 0 0 0 0 0 0 0.753... | [0 1 2 3 4 5 6 7 8 3 10 11 12 3 14 15], [0 1 9 3 4 5 6 7 8 3 10 11 12 3 14 15], [2 1 9 3 4 5 6 7 8 3 10 11 2 3 14 15], [2 13 9 3 4 5 13 7 13 3 10 11 2 3 13 15], [2 13 9 3 1 1 13 1 13 3 10 1 2 3 13 15], [2 13 9 3 1 1 13 5 13 3 10 1 2 3 13 5], [2 13 9 3 1 1 13 5 13 3 10 1 2 3 13 5], [2 13 9 3 1 1 13 5 13 3 10 8 2 3 13 5]... | dijkstra | 16 |
mst_prim:
s: 29, A: [[0.98 0 0 0 0.399 0 0 0 0 0 0 0 0.724 0 0 0.203 0 0 0.632 0 0.035 0 0.223 0 0 0.348 0 0 0 0.838 0.112], [0 0 0.123 0.466 0 0.337 0 0 0 0 0.491 0 0 0 0.608 0 0 0 0.789 0.317 0 0 0 0 0 0 0.423 0.743 0.366 0.129 0.558], [0 0.123 0 0 0.675 0 0 0 0 0 0 0.816 0.333 0 0 0 0 0.422 0 0 0 0 0 0.39 0 0 0.512 ... | [29 29 29 3 4 5 6 7 8 9 29 11 12 13 14 15 29 17 18 19 20 29 22 23 24 25 26 27 28 29 30], [29 29 1 1 4 1 6 7 8 9 29 11 12 13 1 15 29 17 1 1 20 29 22 23 24 25 1 1 1 29 1], [29 29 1 1 2 1 6 7 8 9 29 2 2 13 1 15 29 2 1 1 20 29 22 2 24 25 1 1 1 29 1], [29 29 1 1 10 1 10 10 8 10 29 2 2 13 10 15 29 2 1 10 20 10 22 2 24 10 1 1... | mst_prim | 31 |
activity_selector:
s: [0.182 0.302 0.139 0.368 0.659 0.111 0.356 0.174 0.374 0.613 0.381 0.061 0.669 0.251 0.103 0.556 0.052 0.076 0.534 0.039 0.228 0.1 0.149 0.004 0.082 0.151 0.2 0.214 0.055 0.349 0.338 0.801 0.001 0.76 0.676 0.249 0.358 0.391 0.211 0.714 0.352 0.355 0.021 0.363 0.018 0.375 0.371 0.135 0.147 0.211], ... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 ... | activity_selector | 50 |
strongly_connected_components:
A: [[1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1], [0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 ... | [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 ... | strongly_connected_components | 16 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1], key: [2 2 2 0 1 0 1 1 2 0 0 3 0 0 2 0 2 3 1 2 3 3 3 1 3 2 1 1 1 3 2 3 3 3 1 2 0 0 2 0 3 3 3 1 3 2 1 1 1], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 4, 5, 6, 7, 8, 9, 10, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19 | 20
| kmp_matcher | 49 |
quickselect:
key: [0.099 0.458 0.428 0.328 0.97 0.753 0.455 0.629 0.275], initial_trace: 8
trace | pivot:
| 8, 8, 8, 8, 8, 8, 8, 8, 1, 1, 1, 1, 1, 1, 1, 6, 6 | 6
| quickselect | 9 |
minimum:
key: [0.171 0.773 0.898 0.679 0.322 0.47 0.055 0.34 0.342 0.055 0.511 0.95 0.931 0.808 0.704 0.668 0.408 0.871 0.878 0.696 0.825 0.96 0.164 0.141 0.188 0.286 0.593 0.918 0.834 0.464 0.33 0.722 0.286 0.479 0.48 0.917 0.768 0.162 0.179 0.564 0.728], initial_trace: 0
trace | min:
| 0, 0, 0, 0, 0, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6 | 6
| minimum | 41 |
topological_sort:
A: [[0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1], [1 1 1 1 0 0 0 1 0 0], [1 0 1 0 0 0 0 1 0 1], [1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9], 0
trace | topo, topo_head:
| [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 0 3 4 5 6 7 8 9], 2, [0 2 0 3 4 5 6 7 8 9], 1, [0 2 0 3 4 5 6 7 8 9], 1, [0 2 0 3 4 5 6 7 8 9], 1, [0 2 0 3 4 5 6 7 8 9], 1, [0 2 0 3 4 5 6 7 8 9], 1, [0 2 0 3 4 5 1 7 8 9], 6, [0 2 0 3... | topological_sort | 10 |
jarvis_march:
x: [-0.677 0.311 0.647 -0.192 -1.23 -0.699 0.982 -0.808 0.467 0.667 0.5 -1.2 -1.43 -0.619], y: [-0.446 0.163 0.307 -0.531 -1.23 -0.916 -0.515 -1.59 -1.05 -0.269 -0.979 -0.243 0.65 -1.34], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | in_hull:
| [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0... | jarvis_march | 14 |
binary_search:
key: [0.06 0.103 0.128 0.16 0.193 0.215 0.222 0.227 0.248 0.261 0.315 0.325 0.363 0.403 0.419 0.42 0.435 0.455 0.471 0.473 0.489 0.558 0.571 0.573 0.58 0.598 0.599 0.629 0.634 0.647 0.687 0.7 0.705 0.712 0.732 0.738 0.744 0.747 0.754 0.774 0.792 0.798 0.802 0.806 0.806 0.832 0.891 0.942 0.987 0.994], tar... | (0, 24), (0, 12), (7, 12), (10, 12), (10, 11) | (10, 10)
| binary_search | 50 |
task_scheduling:
d: [3 4 3 6 3 6], w: [0.958 0.047 0.773 0.146 0.333 0.726], initial_trace: [0 0 0 0 0 0]
trace | selected:
| [1 0 0 0 0 0], [1 0 1 0 0 0], [1 0 1 0 0 1], [1 0 1 0 0 1], [1 0 1 1 0 1] | [1 0 1 1 0 1]
| task_scheduling | 6 |
bellman_ford:
s: 1, A: [[0 0 0 0 0], [0 0.276 0 0 0], [0 0 0 0 0], [0 0 0 0.17 0], [0 0 0 0 0.217]], initial_trace: [0 1 2 3 4]
trace | pi:
| | [0 1 2 3 4]
| bellman_ford | 5 |
articulation_points:
A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 ... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0... | articulation_points | 22 |
segments_intersect:
x: [0.336 0.966 0.444 0.891], y: [0.466 0.04 0.014 0.292]
intersect:
| 1
| segments_intersect | 45 |
bfs:
s: 11, A: [[0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 1 0 1 0 1], [0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 ... | [0 1 11 3 11 5 6 7 8 9 10 11 11 13 11 11 11 17 11 19 11 21 22 11 24 25 11 27 28 11 30 11 32 11 34 35 36 11 11 11 40 41 42] | [12 18 11 2 11 2 4 20 12 14 16 11 11 14 11 11 11 16 11 2 11 15 29 11 12 15 11 2 2 11 12 11 2 11 15 31 4 11 11 11 14 4 12]
| bfs | 43 |
articulation_points:
A: [[0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0... | articulation_points | 18 |
bfs:
s: 21, A: [[0 1 0 0 1 0 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [1 1 0 0 0 1 0 1 1 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 1 0 1 0], [0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0], [1 0... | [0 21 2 3 4 5 6 7 21 9 10 11 12 13 21 21 21 21 18 21 20 21 21 23 21 21 21 27 28 29 21 31 32 33 34 21] | [1 21 19 8 15 1 16 1 21 1 1 1 8 1 21 21 21 21 8 21 14 21 21 30 21 21 21 14 30 22 21 16 19 24 1 21]
| bfs | 36 |
find_maximum_subarray_kadane:
key: [0.405 0.292 0.021 0.32 -0.434 -0.292 -0.945 -0.822 -0.034 0.256 -0.712 -0.288 0.547 0.556 0.917 -0.907 0.545 -0.708 -0.333 0.452 0.269 0.636 0.105 -0.806 -0.401 -0.539 0.787 0.709 0.801 -0.148 0.274 0.644 -0.317 -0.792 0.151 0.1 0.747 0.797 -0.358 0.793 -0.71 -0.203 -0.437 0.179 -0.7... | (0, 1), (0, 2), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (0, 3), (12, 13), (12, 14), (12, 14), (12, 14), (12, 14), (12, 14), (12, 14), (12, 14), (12, 14), (12, 22), (12, 22), (12, 22), (12, 22), (12, 22), (12, 22), (12, 28), (12, 28), (12, 30), (12, 31), (12, 31), (12, 31), (12, 31), (12,... | find_maximum_subarray_kadane | 60 |
dijkstra:
s: 25, A: [[0.846 0.542 0 0.311 0 0.442 0.216 0.079 0 0 0.667 0 0.364 0 0 0 0 0 0.79 0.059 0 0 0.365 0.884 0 0 0.313 0 0.428 0 0 0.411 0 0 0], [0.542 0 0.13 0.642 0 0.731 0 0.723 0.418 0 0 0 0 0 0 0 0 0 0.614 0 0 0 0 0 0.07 0 0.254 0 0 0 0 0 0 0.578 0], [0 0.13 0 0 0 0.356 0 0 0 0 0 0.201 0 0 0.137 0.344 0 0 ... | [0 1 2 3 4 5 6 7 25 25 10 11 12 25 14 15 16 17 25 19 20 25 22 23 24 25 25 25 28 29 25 31 32 33 25], [0 1 2 3 4 5 6 7 25 25 10 11 12 25 14 15 16 17 25 30 20 25 22 23 24 25 25 25 28 30 25 31 32 30 25], [0 1 34 3 4 5 6 7 25 25 34 34 12 25 14 15 16 17 25 30 20 25 34 34 24 25 25 25 28 30 25 31 32 34 25], [0 1 34 3 4 5 6 7 2... | dijkstra | 35 |
activity_selector:
s: [0.404 0.16 0.359 0.312 0.47 0.004 0.622 0.408 0.585], f: [0.415 0.75 0.726 0.407 0.706 0.601 0.89 0.491 0.682], initial_trace: [0 0 0 0 0 0 0 0 0]
trace | selected:
| [0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 0 1 0], [0 0 0 1 0 0 0 1 0], [0 0 0 1 0 0 0 1 1], [0 0 0 1 0 0 0 1 1], [0 0 0 1 0 0 0 1 1], [0 0 0 1 0 0 0 1 1] | [0 0 0 1 0 0 0 1 1]
| activity_selector | 9 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [3 0 0 3 0 2 2 3 0 0 0 3], initial_trace: 0
trace | s:
| 1, 1, 2 | 2
| naive_string_matcher | 12 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [2 1 3 1 1 3 3 2 3 2 2 1 2 0 1 0 3 1 3 2 3 2], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 3, 4, 5 | 6
| kmp_matcher | 22 |
naive_string_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1], key: [3 2 0 0 0 3 1 2 1 3 0 2 1 2 1 2 3 3 2 2 1 2 3 2 2 3 1 2 0 2 1 0 0 1 2 3 2 2 3 1 2], initial_trace: 0
trace | s:
| 1, 2, 3, 4, 5, 6, 6, 6, 7, 8, 8, 9, 10, 11, 12, 12, 12, 13, 14, 14, 14, 14, 15, 16, 17, 18, 19, 20, 20, 20, 20, 20, 20, 20 | 20
| naive_string_matcher | 41 |
dijkstra:
s: 8, A: [[0 0.073 0.712 0.886 0.67 0 0 0 0.612 0 0], [0.073 0 0 0 0 0 0 0 0.12 0.849 0.693], [0.712 0 0 0 0 0 0 0 0 0 0.073], [0.886 0 0 0 0 0 0 0 0 0 0], [0.67 0 0 0 0.478 0 0 0 0.069 0.266 0], [0 0 0 0 0 0.771 0.496 0 0 0.598 0], [0 0 0 0 0 0.496 0.513 0 0 0 0], [0 0 0 0 0 0 0 0 0.577 0 0], [0.612 0.12 0 0... | [8 8 2 3 8 5 6 8 8 8 10], [8 8 2 3 8 5 6 8 8 4 10], [1 8 2 3 8 5 6 8 8 4 1], [1 8 0 0 8 5 6 8 8 4 1], [1 8 0 0 8 9 6 8 8 4 9], [1 8 0 0 8 9 6 8 8 4 9], [1 8 10 0 8 9 6 8 8 4 9], [1 8 10 0 8 9 6 8 8 4 9], [1 8 10 0 8 9 5 8 8 4 9], [1 8 10 0 8 9 5 8 8 4 9] | [1 8 10 0 8 9 5 8 8 4 9]
| dijkstra | 11 |
dfs:
A: [[0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0 1 1 0], [0 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1], [1 1 1 1 1 1 0 1 0 1 1 1 1 1 0 1 1 0 0 0], [0 1 1 1 0 1 1 1 0 1 0 1 0 0 0 1 0 1 1 0], [0 1 1 1 0 1 1 0 1 0 1 1 0 0 1 0 0 0 1 1], [1 1 1 1 0 0 1 0 0 0 1 1 0 1 1 1 1 0 0 0], [0 1 1 0 1 0 0 1 0 1 0 1 0 0 1 1 0 1 1 1], [1 1 1 0 1... | [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0 0 1 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0 0 1 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0 0 1 2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19], [0... | dfs | 20 |
insertion_sort:
key: [0.984 0.265 0.669 0.49 0.39 0.223 0.358 0.221 0.089 0.761 0.589], initial_trace: [0.984 0.265 0.669 0.49 0.39 0.223 0.358 0.221 0.089 0.761 0.589]
trace | pred:
| [0.265 0.984 0.669 0.49 0.39 0.223 0.358 0.221 0.089 0.761 0.589], [0.265 0.669 0.984 0.49 0.39 0.223 0.358 0.221 0.089 0.761 0.589], [0.265 0.49 0.669 0.984 0.39 0.223 0.358 0.221 0.089 0.761 0.589], [0.265 0.39 0.49 0.669 0.984 0.223 0.358 0.221 0.089 0.761 0.589], [0.223 0.265 0.39 0.49 0.669 0.984 0.358 0.221 0.089... | insertion_sort | 11 |
quickselect:
key: [0.563 0.426 0.588 0.483 0.362 0.912 0.077 0.384 0.366 0.395 0.38 0.202 0.803 0.485 0.546 0.335 0.95 0.726 0.616 0.856 0.257 0.805 0.419 0.029 0.753 0.042 0.151 0.428 0.878 0.88 0.863 0.374 0.504 0.29 0.94 0.545 0.371 0.339 0.252 0.065 0.932 0.655 0.543 0.123 0.11 0.127 0.51 0.681 0.467 0.386 0.728 0.... | 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 62, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, ... | quickselect | 63 |
binary_search:
key: [0.107 0.134 0.173 0.262 0.305 0.353 0.355 0.403 0.541 0.557 0.596 0.622 0.715 0.751 0.81 0.849 0.851 0.873], target: 0.329, initial_trace: (0, 17)
trace | (low, high):
| (0, 8), (5, 8), (5, 6) | (5, 5)
| binary_search | 18 |
task_scheduling:
d: [9 23 9 26 3 22 19 21 18 15 24 13 4 16 27 9 31 31 15 9 12 26 5 26 33 14 12 17 2 24 30 17 12], w: [0.766 0.713 0.455 0.341 0.358 0.967 0.026 0.042 0.338 0.525 0.11 0.674 0.151 0.074 0.533 0.234 0.931 0.074 0.841 0.881 0.676 0.657 0.94 0.464 0.957 0.104 0.661 0.176 0.93 0.453 0.791 0.748 0.455], initi... | [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0... | task_scheduling | 33 |
find_maximum_subarray_kadane:
key: [-0.933 -0.716 -0.134 -0.429 0.408 0.557 -0.402 0.735 -0.295 -0.703 -0.809 0.661 0.998 -0.082 -0.63 -0.056 0.531 -0.443 -0.741 0.337 -0.989 -0.782 -0.209 0.306 -0.218], initial_trace: (0, 0)
trace | (best_low, best_high):
| (1, 1), (2, 2), (2, 2), (4, 4), (4, 5), (4, 5), (4, 7), (4, 7), (4, 7), (4, 7), (4, 7), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12) | (11, 12)
| find_maximum_subarray_kadane | 25 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1], key: [3 1 0 2 3 0 0 2 2 3 1 2 2 2], initial_trace: 0
trace | s:
| 0, 0, 0, 1, 2, 3, 3, 4, 5, 6 | 7
| kmp_matcher | 14 |
task_scheduling:
d: [10 19 2 4 16 14 21 31 13 5 28 6 22 25 30 29 23 23 22 5 17 10 31 29 23 27 21 18 15 22 13 34 20 4], w: [0.171 0.456 0.93 0.899 0.704 0.503 0.63 0.59 0.358 0.572 0.859 0.578 0.152 0.595 0.144 0.969 0.484 0.598 0.207 0.475 0.31 0.021 0.699 0.103 0.06 0.88 0.46 0.988 0.22 0.899 0.882 0.044 0.514 0.879],... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0... | task_scheduling | 34 |
strongly_connected_components:
A: [[1 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 0], [0 0 0 1 0 0 0 0 0], [0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 1 0], [0 1 0 0 0 0 1 0 0], [0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8]
trace | scc_id:
| [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 2 3 4 5 6 7 8], [0 1 ... | strongly_connected_components | 9 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [0 0 3 3 2 3 1 3 3 2 3 1 0 3 3 3 0 1 0 3 1 3 0 0 3 3 2], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0 | 0
| kmp_matcher | 27 |
segments_intersect:
x: [0.091 0.204 0.033 0.327], y: [0.373 0.189 0.031 0.847]
intersect:
| 1
| segments_intersect | 20 |
binary_search:
key: [0.016 0.06 0.09 0.105 0.123 0.166 0.19 0.217 0.341 0.347 0.372 0.38 0.389 0.389 0.469 0.478 0.524 0.549 0.658 0.691 0.777 0.785 0.804 0.878 0.891 0.99], target: 0.330, initial_trace: (0, 25)
trace | (low, high):
| (0, 12), (7, 12), (7, 9), (7, 8) | (8, 8)
| binary_search | 26 |
bellman_ford:
s: 13, A: [[0.791 0 0 0 0.263 0 0.721 0 0.663 0 0 0.182 0 0 0 0], [0 0.711 0 0 0 0 0 0.697 0.421 0.519 0 0 0 0 0 0], [0 0 0.992 0 0.152 0 0.271 0 0 0.366 0 0.366 0.985 0 0 0], [0 0 0 0.231 0 0 0 0 0 0 0 0 0.177 0 0 0], [0.263 0 0.152 0 0 0.138 0 0 0 0.788 0.677 0 0 0 0 0], [0 0 0 0 0.138 0.091 0 0 0 0 0.1... | [0 1 2 3 4 5 6 7 8 13 10 11 12 13 14 13], [0 9 9 3 9 5 6 9 8 13 15 15 9 13 14 13], [11 9 9 12 2 10 2 9 1 13 15 10 9 13 14 13] | [4 9 9 12 2 10 2 9 1 13 15 10 9 13 14 13]
| bellman_ford | 16 |
bubble_sort:
key: [0.061 0.282 0.769 0.064 0.559 0.092 0.57 0.602 0.859 0.484 0.141], initial_trace: [0.061 0.282 0.769 0.064 0.559 0.092 0.57 0.602 0.859 0.484 0.141]
trace | pred:
| [0.061 0.282 0.769 0.064 0.559 0.092 0.57 0.602 0.859 0.141 0.484], [0.061 0.282 0.769 0.064 0.559 0.092 0.57 0.602 0.141 0.859 0.484], [0.061 0.282 0.769 0.064 0.559 0.092 0.57 0.141 0.602 0.859 0.484], [0.061 0.282 0.769 0.064 0.559 0.092 0.141 0.57 0.602 0.859 0.484], [0.061 0.282 0.769 0.064 0.559 0.092 0.141 0.57 ... | bubble_sort | 11 |
mst_kruskal:
A: [[0.719 0 0.695 0 0 0 0.311], [0 0 0 0 0 0 0], [0.695 0 0 0 0 0 0], [0 0 0 0 0 0 0.538], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0.311 0 0 0.538 0 0 0]], initial_trace: [[0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0]]
trace | in_mst:
| [[0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0]], [[0 0 0 0 0 0 1], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [1 0 0 0 0 0 0]], [[0 0 0 0 0 0 1], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 0 0 0], [0 0 0 0 ... | mst_kruskal | 7 |
segments_intersect:
x: [0.372 0.619 0.548 0.583], y: [0.195 0.404 0.75 0.359]
intersect:
| 1
| segments_intersect | 13 |
lcs_length:
string: [0 0 0 0 1 1 1 1], key: [0 1 0 0 0 1 1 2], initial_trace: [[-1 -1 -1 -1 0 2 2 2], [-1 -1 -1 -1 1 0 0 0], [-1 -1 -1 -1 0 0 0 0], [-1 -1 -1 -1 0 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1]]
trace | b:
| [[-1 -1 -1 -1 0 2 2 2], [-1 -1 -1 -1 1 0 0 1], [-1 -1 -1 -1 0 2 1 1], [-1 -1 -1 -1 0 2 1 1], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 0 2 2 2], [-1 -1 -1 -1 1 0 0 2], [-1 -1 -1 -1 0 1 1 1], [-1 -1 -1 -1 0 1 2 1], [-1 -1 -1 -1 -1 -1 -1 -1]... | lcs_length | 8 |
insertion_sort:
key: [0.912 0.222 0.348 0.01 0.053 0.838 0.872 0.878 0.008 0.665 0.708 0.857 0.781 0.807 0.827 0.331 0.612 0.696 0.963 0.281 0.17 0.065], initial_trace: [0.912 0.222 0.348 0.01 0.053 0.838 0.872 0.878 0.008 0.665 0.708 0.857 0.781 0.807 0.827 0.331 0.612 0.696 0.963 0.281 0.17 0.065]
trace | pred:
| [0.222 0.912 0.348 0.01 0.053 0.838 0.872 0.878 0.008 0.665 0.708 0.857 0.781 0.807 0.827 0.331 0.612 0.696 0.963 0.281 0.17 0.065], [0.222 0.348 0.912 0.01 0.053 0.838 0.872 0.878 0.008 0.665 0.708 0.857 0.781 0.807 0.827 0.331 0.612 0.696 0.963 0.281 0.17 0.065], [0.01 0.222 0.348 0.912 0.053 0.838 0.872 0.878 0.008 ... | insertion_sort | 22 |
segments_intersect:
x: [0.969 0.237 0.33 0.595], y: [0.254 0.392 0.706 0.839]
intersect:
| 0
| segments_intersect | 39 |
activity_selector:
s: [0.563 0.561 0.767 0.139 0.076 0.084 0.27 0.337 0.386 0.044 0.419 0.001 0.209 0.009 0.238 0.582 0.474 0.499 0.146 0.318 0.518 0.605 0.596 0.039 0.218 0.518 0.296 0.017 0.464 0.495 0.914 0.314 0.259 0.1 0.48 0.435 0.593 0.363 0.835 0.107 0.09 0.686 0.1 0.082 0.117 0.671 0.736 0.501 0.145 0.137 0.41... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 ... | activity_selector | 51 |
mst_prim:
s: 0, A: [[0.522 0 0 0 0 0 0 0 0 0 0 0.071 0 0 0 0.687 0 0.719 0.442 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.61 0 0 0 0 0 0], [0 0 0.963 0 0.681 0 0 0 0 0 0 0 0 0 0 0 0 0.043 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.15 0 0 0 0 0 0.18 0 0.224 0.442], [0 0 0.681 0 0.964 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.476 0... | [0 1 2 3 4 5 6 7 8 9 10 0 12 13 14 0 16 0 0 19 20], [0 1 2 11 4 5 6 7 8 11 11 0 11 13 14 0 11 11 0 19 11], [0 1 17 11 4 17 17 7 8 17 11 0 11 13 14 0 11 11 17 19 11], [0 1 17 11 2 17 17 7 8 17 11 0 11 13 14 0 11 11 17 19 11], [0 1 17 11 2 17 17 7 16 17 11 0 11 13 14 0 11 11 17 19 11], [0 1 17 11 2 17 17 7 16 17 11 0 11 ... | mst_prim | 21 |
bfs:
s: 3, A: [[0 0 0 0], [0 1 0 1], [0 0 0 0], [0 1 0 0]], initial_trace: [0 1 2 3]
trace | pi:
| | [0 3 2 3]
| bfs | 4 |
bfs:
s: 20, A: [[0 0 0 1 0 1 0 0 1 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0], [0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0],... | [0 1 2 3 20 5 6 7 8 20 10 11 12 20 14 15 20 17 18 20 20 21 22 23 24 25 26 27 28], [9 16 9 3 20 4 9 19 8 20 4 11 12 20 9 9 20 13 13 20 20 9 16 9 4 25 26 9 16] | [9 16 9 0 20 4 9 19 0 20 4 0 0 20 9 9 20 13 13 20 20 9 16 9 4 5 7 9 16]
| bfs | 29 |
insertion_sort:
key: [0.988 0.13 0.391 0.871 0.649], initial_trace: [0.988 0.13 0.391 0.871 0.649]
trace | pred:
| [0.13 0.988 0.391 0.871 0.649], [0.13 0.391 0.988 0.871 0.649], [0.13 0.391 0.871 0.988 0.649] | [0.13 0.391 0.649 0.871 0.988]
| insertion_sort | 5 |
optimal_bst:
p: [0.026 0.051 0.018 0.027 0.04 0.057 0.046 0.034 0.034 0.027 0.002 0], q: [0.021 0.078 0.07 0.017 0.021 0.076 0.086 0.047 0.066 0.05 0.031 0.074], initial_trace: [[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 ... | [[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0 0 0], [0 0 0 0 0 0 5 0 0 0 0 0], [0 0 0 0 0 0 0 6 0 0 0 0], [0 0 0 0 0 0 0 0 7 0 0 0], [0 0 0 0 0 0 0 0 0 8 0 0], [0 0 0 0 0 0 0 0 0 0 9 0], [0 0 0 0 0 0 0 0 0 0 0 10], [0 0 0 0 0 0 0 0 0 0 ... | optimal_bst | 11 |
activity_selector:
s: [0.649 0.036 0.537 0.277 0.855 0.085 0.105 0.306 0.055 0.213 0.913 0.752 0.646 0.281 0.035 0.237 0.823], f: [0.992 0.403 0.719 0.829 0.965 0.396 0.448 0.785 0.425 0.779 0.971 0.775 0.991 0.602 0.508 0.424 0.885], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | selected:
| [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 1... | activity_selector | 17 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [3 2 3 2 1 2 0 0 2 2 0 0 1 2 0], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 1, 2, 3 | 4
| kmp_matcher | 15 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1], key: [1 1 2 2 1 2 2 1 0 0 0 3 2 0 0 3 2 3 1 1 0 0 0 0 1 1 1 2 0 3 0 2 0 3 1 1 2 0 3 0 2 0], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 13, 13, 14, 15, 16, 17, 18, 19, 19, 20, 21, 22, 23, 24 | 25
| kmp_matcher | 42 |
strongly_connected_components:
A: [[0 0 0 0 1 0 0 1 0 0], [0 1 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 1 0 0 1 0 1], [0 0 0 0 0 1 0 0 0 0], [0 1 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9]
trace | scc_id:
| [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9]... | strongly_connected_components | 10 |
minimum:
key: [0.035 0.653 0.889 0.425 0.406 0.776 0.322 0.237 0.512 0.73 0.108 0.256 0.111 0.945 0.824 0.547 0.579 0.275 0.006 0.047 0.045 0.291 0.159 0.607 0.452 0.86 0.448 0.15 0.183 0.913 0.844 0.156 0.306 0.5 0.621 0.89 0.923 0.454], initial_trace: 0
trace | min:
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18 | 18
| minimum | 38 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [3 3 2 0 1 3 3 0 3 0 3 0 1 1 1 1 1 0 1 1 1], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 3, 4, 5, 5, 6, 7, 7, 8, 9, 10 | 11
| kmp_matcher | 21 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [3 0 1 3 2 3 1 3 3 2 3 1 0 0 3 3 2 1 0 0 3 3 2], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10, 11, 12 | 13
| kmp_matcher | 23 |
find_maximum_subarray_kadane:
key: [-0.664 -0.31 0.167 -0.847 0.631 -0.198 0.13 -0.972 -0.067 0.344 0.208 0.844 -0.979 0.068 -0.436 0.899 0.937], initial_trace: (0, 0)
trace | (best_low, best_high):
| (1, 1), (2, 2), (2, 2), (4, 4), (4, 4), (4, 4), (4, 4), (4, 4), (4, 4), (4, 4), (9, 11), (9, 11), (9, 11), (9, 11), (9, 11) | (9, 16)
| find_maximum_subarray_kadane | 17 |
dag_shortest_paths:
s: 11, A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.0919 0 0.686 0 0.474 0 0 0.608 0 0 0 0 0.544 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.724 0 0 0 0 0 0 0 0 0 0 0 0.464 0 0], [0 0 0.253 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.369 0.653 0.769 0.597 0 0 0 0 0.988 0.683 0.196 0 0 0.331 0 0], [0.709 0 0 0 0... | [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 ... | dag_shortest_paths | 16 |
insertion_sort:
key: [0.341 0.292 0.653 0.637 0.119 0.118 0.656], initial_trace: [0.341 0.292 0.653 0.637 0.119 0.118 0.656]
trace | pred:
| [0.292 0.341 0.653 0.637 0.119 0.118 0.656], [0.292 0.341 0.653 0.637 0.119 0.118 0.656], [0.292 0.341 0.637 0.653 0.119 0.118 0.656], [0.119 0.292 0.341 0.637 0.653 0.118 0.656], [0.118 0.119 0.292 0.341 0.637 0.653 0.656] | [0.118 0.119 0.292 0.341 0.637 0.653 0.656]
| insertion_sort | 7 |
quicksort:
key: [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 0.872 0.458 0.951 0.715 0.387], initial_trace: [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 0.872 0.458 0.951 0.715 0.387]
trace | pred:
| [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 0.872 0.458 0.951 0.715 0.387], [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 0.872 0.458 0.951 0.715 0.387], [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 0.872 0.458 0.951 0.715 0.387], [0.842 0.713 0.872 0.642 0.651 0.311 0.48 0.57 0.5 0.49 ... | quicksort | 15 |
find_maximum_subarray_kadane:
key: [-0.483 -0.786 -0.044 -0.646 -0.309 0.613 -0.933 -0.594 0.377 0.475 0.878 0.139 -0.863 0.519 -0.996 -0.943 -0.362 0.503 -0.507 -0.354 -0.61 0.725 0.469 -0.683 -0.911 -0.822 -0.508 -0.244 0.68 -0.551 -0.91 0.652 0.03 0.3 0.181 0.469 -0.376 -0.56 -0.048 0.289 0.343 -0.756 0.09 -0.119 0.... | (0, 0), (2, 2), (2, 2), (2, 2), (5, 5), (5, 5), (5, 5), (5, 5), (8, 9), (8, 10), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 11), (8, 1... | find_maximum_subarray_kadane | 58 |
graham_scan:
x: [-1.28 -0.493 0.083 -1.32 1.17 0.09 -0.005 -0.426 0.932 -0.807 -1.01 -1.83 -0.709 -0.984 0.27 1.11 1.87 1.89 1.13 -0.712 1.51 -1.6 0.161 -1.08 -0.913], y: [0.015 -1.64 1.43 0.039 1.18 -0.526 -0.156 0.943 -1.65 1.81 0.108 0.426 0.726 0.876 -1.8 -0.836 0.136 0.197 -0.541 0.691 1.13 -0.152 -1.08 1.08 0.034... | [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0], [0... | graham_scan | 25 |
quickselect:
key: [0.849 0.344 0.855 0.898 0.518 0.483 0.454 0.875 0.517 0.317 0.244 0.117 0.303 0.669 0.591 0.56 0.583 0.053 0.482 0.926 0.61 0.636 0.49 0.181 0.925 0.793 0.791 0.619 0.154 0.091 0.204 0.033 0.327 0.373 0.189 0.031 0.847 0.103 0.326], initial_trace: 38
trace | pivot:
| 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 38, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 15, 15, 15, 15, 15, 15,... | quickselect | 39 |
find_maximum_subarray_kadane:
key: [0.226 0.265 -0.906 -0.914 -0.513 0.07 -0.311 -0.652 -0.23 0.588 0.761 -0.665 -0.817 -0.006 0.956 -0.142 -0.616 -0.436 0.232 -0.753 -0.961 0.086 -0.016 0.315 0.773 0.237 -0.54 -0.451 -0.585 0.948 0.35], initial_trace: (0, 0)
trace | (best_low, best_high):
| (0, 1), (0, 1), (0, 1), (0, 1), (0, 1), (0, 1), (0, 1), (0, 1), (9, 9), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (9, 10), (21, 25), (21, 25), (21, 25), (21, 25), (21, 25) | (21, 25)
| find_maximum_subarray_kadane | 31 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1], key: [3 1 2 1 3 2 3 2 1 2 2 1 2 3 2 3 2 0 2 0 1 3 3 0 3 0 3 2 1 2 3 2 3 2 0], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 4, 5, 6, 7, 8, 9, 10 | 11
| kmp_matcher | 35 |
jarvis_march:
x: [0.333 1.86 1.42 -1.95 -0.403], y: [-0.333 -0.378 0.745 -0.147 -1.7], initial_trace: [0 0 0 0 0]
trace | in_hull:
| [0 0 0 0 1], [0 0 0 0 1], [0 0 0 0 1], [0 0 0 0 1], [0 0 0 0 1], [0 0 0 0 1], [0 1 0 0 1], [0 1 0 0 1], [0 1 0 0 1], [0 1 0 0 1], [0 1 0 0 1], [0 1 0 0 1], [0 1 1 0 1], [0 1 1 0 1], [0 1 1 0 1], [0 1 1 0 1], [0 1 1 0 1], [0 1 1 0 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1] | [0 1 1 1 1]
| jarvis_march | 5 |
kmp_matcher:
string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1], key: [3 3 0 3 3 0 2 2 1 3 2 2 2 3 2 3 0 0 1 3 0 0 3 1 1 0 3 0 2 3 3 1 0 2 2 1 3 2 2], initial_trace: 0
trace | s:
| 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4 | 5
| kmp_matcher | 39 |
activity_selector:
s: [0.087 0.044 0.239 0.014 0.057 0.159 0.71 0.393 0.894 0.126 0.239 0.715 0.079 0.101], f: [0.853 0.153 0.472 0.33 0.802 0.546 0.764 0.492 0.984 0.198 0.453 0.76 0.566 0.47], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0]
trace | selected:
| [0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 0 0 0 1 1 0 0], [0 1 0 0 0... | activity_selector | 14 |
segments_intersect:
x: [0.93 0.899 0.704 0.503], y: [0.63 0.59 0.358 0.572]
intersect:
| 0
| segments_intersect | 50 |
find_maximum_subarray_kadane:
key: [0.506 -0.09 0.259 -0.449 0.435], initial_trace: (0, 0)
trace | (best_low, best_high):
| (0, 0), (0, 2), (0, 2) | (0, 2)
| find_maximum_subarray_kadane | 5 |
End of preview. Expand in Data Studio
CLRS Text Testing Datasets
Dataset containing 5 different test splits for the CLRS-30 Algorithms, each split is generated with a different random seed using our GitHub code. The full list of 30 algorithms and lengths included in each split is available here.
The full paper available on ArXiv
Licensing Information
We are releasing this dataset under the terms of Apache-2.0.
Bibtex
If you use our dataset, please cite us:
@article{markeeva2024clrs,
title={The CLRS-Text Algorithmic Reasoning Language Benchmark},
author={Markeeva, Larisa and McLeish, Sean and Ibarz, Borja and Bounsi, Wilfried and Kozlova, Olga and Vitvitskyi, Alex and Blundell, Charles and Goldstein, Tom and Schwarzschild, Avi and Veli{\v{c}}kovi{\'c}, Petar},
journal={arXiv preprint arXiv:2406.04229},
year={2024}
}
Full List of Algorithms
- activity_selector
- articulation_points
- bellman_ford
- bfs
- binary_search
- bridges
- bubble_sort
- dag_shortest_paths
- dfs
- dijkstra
- find_maximum_subarray_kadane
- floyd_warshall
- graham_scan
- heapsort
- insertion_sort
- jarvis_march
- kmp_matcher
- lcs_length
- matrix_chain_order
- minimum
- mst_kruskal
- mst_prim
- naive_string_matcher
- optimal_bst
- quickselect
- quicksort
- segments_intersect
- strongly_connected_components
- task_scheduling
- topological_sort
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