| { |
| "config": { |
| "p": 4, |
| "steps": 160, |
| "shots": 1024, |
| "seed": 0, |
| "mixer": "x" |
| }, |
| "summary": { |
| "all": { |
| "n": 50, |
| "qaoa_exact": 26, |
| "qaoa_ratio": 0.9574, |
| "greedy_exact": 6, |
| "greedy_ratio": 0.8159 |
| }, |
| "small": { |
| "n": 25, |
| "qaoa_exact": 25, |
| "qaoa_ratio": 1.0, |
| "greedy_exact": 6, |
| "greedy_ratio": 0.8965 |
| }, |
| "full": { |
| "n": 25, |
| "qaoa_exact": 1, |
| "qaoa_ratio": 0.9149, |
| "greedy_exact": 0, |
| "greedy_ratio": 0.7353 |
| } |
| }, |
| "tasks": [ |
| { |
| "id": "s01", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 1: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.975 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.39 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.504 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.592 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.464 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.191 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.103 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.434 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 3, |
| 5, |
| 7 |
| ], |
| "score": 2.816 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 2.217, |
| "approx_ratio": 0.7873, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 5, |
| 7 |
| ], |
| "score": 2.816, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.375, |
| -0.2952, |
| -0.2155, |
| -0.1357, |
| -0.0559, |
| 0.0239, |
| 0.1037, |
| 0.1834, |
| 0.2632, |
| 0.343, |
| 0.4228, |
| 0.5025, |
| 0.5823, |
| 0.6621, |
| 0.7419, |
| 0.8216, |
| 0.9014, |
| 0.9812, |
| 1.061, |
| 1.1407, |
| 1.2205, |
| 1.3003, |
| 1.3801, |
| 1.4598, |
| 1.5396, |
| 1.6194, |
| 1.6992, |
| 1.7789, |
| 1.8587, |
| 1.9385, |
| 2.0183, |
| 2.098, |
| 2.1778, |
| 2.2576, |
| 2.3374, |
| 2.4171, |
| 2.4969, |
| 2.5767, |
| 2.6565, |
| 2.7362, |
| 2.816 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 2, |
| 0, |
| 2, |
| 1, |
| 2, |
| 1, |
| 3, |
| 0, |
| 1, |
| 1, |
| 1, |
| 2, |
| 1, |
| 0, |
| 3, |
| 3, |
| 3, |
| 5, |
| 1, |
| 3, |
| 2, |
| 5, |
| 2, |
| 0, |
| 1, |
| 2, |
| 1, |
| 1, |
| 1, |
| 1, |
| 1, |
| 3 |
| ], |
| "min": -0.375, |
| "max": 2.816, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s02", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 2: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.216 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.101 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.48 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.721 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.308 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.786 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.147 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.051 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 2, |
| 4, |
| 5 |
| ], |
| "score": 2.971 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 3, |
| 5 |
| ], |
| "score": 2.859, |
| "approx_ratio": 0.9623, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 4, |
| 5 |
| ], |
| "score": 2.971, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.31, |
| -0.228, |
| -0.1459, |
| -0.0639, |
| 0.0181, |
| 0.1001, |
| 0.1822, |
| 0.2642, |
| 0.3462, |
| 0.4282, |
| 0.5103, |
| 0.5923, |
| 0.6743, |
| 0.7563, |
| 0.8384, |
| 0.9204, |
| 1.0024, |
| 1.0844, |
| 1.1665, |
| 1.2485, |
| 1.3305, |
| 1.4125, |
| 1.4946, |
| 1.5766, |
| 1.6586, |
| 1.7406, |
| 1.8226, |
| 1.9047, |
| 1.9867, |
| 2.0687, |
| 2.1507, |
| 2.2328, |
| 2.3148, |
| 2.3968, |
| 2.4788, |
| 2.5609, |
| 2.6429, |
| 2.7249, |
| 2.807, |
| 2.889, |
| 2.971 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 1, |
| 1, |
| 1, |
| 3, |
| 1, |
| 1, |
| 3, |
| 5, |
| 2, |
| 4, |
| 2, |
| 2, |
| 3, |
| 1, |
| 2, |
| 4, |
| 4, |
| 2, |
| 1, |
| 0, |
| 0, |
| 0, |
| 2, |
| 1, |
| 2, |
| 2, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1 |
| ], |
| "min": -0.31, |
| "max": 2.971, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s03", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 3: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.116 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.421 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.756 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.391 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.856 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.714 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.466 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.446 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 2, |
| 4, |
| 5 |
| ], |
| "score": 2.326 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 4, |
| 5 |
| ], |
| "score": 2.326, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 4, |
| 5 |
| ], |
| "score": 2.326, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.682, |
| 0.7231, |
| 0.7642, |
| 0.8053, |
| 0.8464, |
| 0.8875, |
| 0.9286, |
| 0.9697, |
| 1.0108, |
| 1.0519, |
| 1.093, |
| 1.1341, |
| 1.1752, |
| 1.2163, |
| 1.2574, |
| 1.2985, |
| 1.3396, |
| 1.3807, |
| 1.4218, |
| 1.4629, |
| 1.504, |
| 1.5451, |
| 1.5862, |
| 1.6273, |
| 1.6684, |
| 1.7095, |
| 1.7506, |
| 1.7917, |
| 1.8328, |
| 1.8739, |
| 1.915, |
| 1.9561, |
| 1.9972, |
| 2.0383, |
| 2.0794, |
| 2.1205, |
| 2.1616, |
| 2.2027, |
| 2.2438, |
| 2.2849, |
| 2.326 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1, |
| 3, |
| 4, |
| 4, |
| 0, |
| 0, |
| 1, |
| 1, |
| 2, |
| 3, |
| 7, |
| 1, |
| 2, |
| 0, |
| 2, |
| 1, |
| 2, |
| 4, |
| 4, |
| 1, |
| 1, |
| 3, |
| 2, |
| 0, |
| 0, |
| 2, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.682, |
| "max": 2.326, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s04", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 4: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.994 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.151 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.58 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.926 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.542 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.293 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.377 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.314 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 3.734 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 3.734, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 3.734, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.604, |
| 0.6823, |
| 0.7605, |
| 0.8387, |
| 0.917, |
| 0.9952, |
| 1.0735, |
| 1.1517, |
| 1.23, |
| 1.3083, |
| 1.3865, |
| 1.4647, |
| 1.543, |
| 1.6212, |
| 1.6995, |
| 1.7778, |
| 1.856, |
| 1.9343, |
| 2.0125, |
| 2.0907, |
| 2.169, |
| 2.2473, |
| 2.3255, |
| 2.4038, |
| 2.482, |
| 2.5602, |
| 2.6385, |
| 2.7168, |
| 2.795, |
| 2.8733, |
| 2.9515, |
| 3.0297, |
| 3.108, |
| 3.1863, |
| 3.2645, |
| 3.3428, |
| 3.421, |
| 3.4992, |
| 3.5775, |
| 3.6558, |
| 3.734 |
| ], |
| "counts": [ |
| 2, |
| 1, |
| 0, |
| 1, |
| 2, |
| 2, |
| 2, |
| 0, |
| 3, |
| 0, |
| 1, |
| 2, |
| 5, |
| 6, |
| 3, |
| 4, |
| 1, |
| 2, |
| 2, |
| 2, |
| 1, |
| 1, |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 3, |
| 2, |
| 0, |
| 2, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.604, |
| "max": 3.734, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s05", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 5: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.628 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.055 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.211 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.406 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.613 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.276 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.095 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.882 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 4, |
| 7 |
| ], |
| "score": 2.352 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 4, |
| 7 |
| ], |
| "score": 2.352, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 4, |
| 7 |
| ], |
| "score": 2.352, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.046, |
| 0.014, |
| 0.0739, |
| 0.1339, |
| 0.1938, |
| 0.2538, |
| 0.3137, |
| 0.3737, |
| 0.4336, |
| 0.4935, |
| 0.5535, |
| 0.6135, |
| 0.6734, |
| 0.7333, |
| 0.7933, |
| 0.8533, |
| 0.9132, |
| 0.9731, |
| 1.0331, |
| 1.0931, |
| 1.153, |
| 1.2129, |
| 1.2729, |
| 1.3329, |
| 1.3928, |
| 1.4527, |
| 1.5127, |
| 1.5727, |
| 1.6326, |
| 1.6925, |
| 1.7525, |
| 1.8125, |
| 1.8724, |
| 1.9324, |
| 1.9923, |
| 2.0523, |
| 2.1122, |
| 2.1722, |
| 2.2321, |
| 2.2921, |
| 2.352 |
| ], |
| "counts": [ |
| 2, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 1, |
| 3, |
| 0, |
| 2, |
| 2, |
| 0, |
| 2, |
| 1, |
| 2, |
| 2, |
| 2, |
| 3, |
| 3, |
| 5, |
| 4, |
| 2, |
| 2, |
| 1, |
| 3, |
| 1, |
| 2, |
| 1, |
| 2, |
| 0, |
| 2, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": -0.046, |
| "max": 2.352, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s06", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 6: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.975 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.27 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.618 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.661 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.512 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.349 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.813 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.78 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 6, |
| 7 |
| ], |
| "score": 2.568 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 6, |
| 7 |
| ], |
| "score": 2.568, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 6, |
| 7 |
| ], |
| "score": 2.568, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 1.321, |
| 1.3522, |
| 1.3834, |
| 1.4145, |
| 1.4457, |
| 1.4769, |
| 1.5081, |
| 1.5392, |
| 1.5704, |
| 1.6016, |
| 1.6328, |
| 1.6639, |
| 1.6951, |
| 1.7263, |
| 1.7574, |
| 1.7886, |
| 1.8198, |
| 1.851, |
| 1.8821, |
| 1.9133, |
| 1.9445, |
| 1.9757, |
| 2.0069, |
| 2.038, |
| 2.0692, |
| 2.1004, |
| 2.1315, |
| 2.1627, |
| 2.1939, |
| 2.2251, |
| 2.2562, |
| 2.2874, |
| 2.3186, |
| 2.3498, |
| 2.3809, |
| 2.4121, |
| 2.4433, |
| 2.4745, |
| 2.5056, |
| 2.5368, |
| 2.568 |
| ], |
| "counts": [ |
| 3, |
| 0, |
| 0, |
| 2, |
| 2, |
| 0, |
| 0, |
| 2, |
| 2, |
| 1, |
| 3, |
| 2, |
| 2, |
| 2, |
| 0, |
| 2, |
| 3, |
| 4, |
| 2, |
| 1, |
| 0, |
| 3, |
| 3, |
| 1, |
| 0, |
| 2, |
| 2, |
| 3, |
| 1, |
| 2, |
| 1, |
| 1, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 1.321, |
| "max": 2.568, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s07", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 7: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.442 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.413 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.176 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.627 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.981 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.099 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.703 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.477 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 3, |
| 4, |
| 6 |
| ], |
| "score": 2.311 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 4, |
| 6 |
| ], |
| "score": 2.311, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 4, |
| 6 |
| ], |
| "score": 2.311, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.767, |
| 0.8056, |
| 0.8442, |
| 0.8828, |
| 0.9214, |
| 0.96, |
| 0.9986, |
| 1.0372, |
| 1.0758, |
| 1.1144, |
| 1.153, |
| 1.1916, |
| 1.2302, |
| 1.2688, |
| 1.3074, |
| 1.346, |
| 1.3846, |
| 1.4232, |
| 1.4618, |
| 1.5004, |
| 1.539, |
| 1.5776, |
| 1.6162, |
| 1.6548, |
| 1.6934, |
| 1.732, |
| 1.7706, |
| 1.8092, |
| 1.8478, |
| 1.8864, |
| 1.925, |
| 1.9636, |
| 2.0022, |
| 2.0408, |
| 2.0794, |
| 2.118, |
| 2.1566, |
| 2.1952, |
| 2.2338, |
| 2.2724, |
| 2.311 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 1, |
| 3, |
| 1, |
| 2, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 2, |
| 3, |
| 1, |
| 1, |
| 3, |
| 3, |
| 5, |
| 3, |
| 2, |
| 0, |
| 2, |
| 2, |
| 2, |
| 0, |
| 2, |
| 2, |
| 1, |
| 2, |
| 0, |
| 1, |
| 1, |
| 1, |
| 1, |
| 1, |
| 1, |
| 3 |
| ], |
| "min": 0.767, |
| "max": 2.311, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s08", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 8: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.735 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.447 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.656 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.926 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.897 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.896 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.461 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.888 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 3, |
| 5 |
| ], |
| "score": 2.912 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 4, |
| 5 |
| ], |
| "score": 2.719, |
| "approx_ratio": 0.9337, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 3, |
| 5 |
| ], |
| "score": 2.912, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 1.502, |
| 1.5373, |
| 1.5725, |
| 1.6078, |
| 1.643, |
| 1.6783, |
| 1.7135, |
| 1.7488, |
| 1.784, |
| 1.8193, |
| 1.8545, |
| 1.8898, |
| 1.925, |
| 1.9602, |
| 1.9955, |
| 2.0307, |
| 2.066, |
| 2.1012, |
| 2.1365, |
| 2.1717, |
| 2.207, |
| 2.2422, |
| 2.2775, |
| 2.3127, |
| 2.348, |
| 2.3832, |
| 2.4185, |
| 2.4537, |
| 2.489, |
| 2.5242, |
| 2.5595, |
| 2.5947, |
| 2.63, |
| 2.6652, |
| 2.7005, |
| 2.7357, |
| 2.771, |
| 2.8062, |
| 2.8415, |
| 2.8767, |
| 2.912 |
| ], |
| "counts": [ |
| 1, |
| 2, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 4, |
| 1, |
| 0, |
| 0, |
| 3, |
| 4, |
| 4, |
| 1, |
| 3, |
| 1, |
| 2, |
| 0, |
| 2, |
| 5, |
| 2, |
| 0, |
| 0, |
| 2, |
| 2, |
| 0, |
| 0, |
| 4, |
| 1, |
| 3, |
| 3, |
| 0, |
| 1, |
| 0, |
| 0, |
| 1, |
| 0, |
| 2 |
| ], |
| "min": 1.502, |
| "max": 2.912, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s09", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 9: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.098 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.07 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.257 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.839 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.291 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.253 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.925 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.061 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 3, |
| 6 |
| ], |
| "score": 2.554 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 4, |
| 6 |
| ], |
| "score": 2.055, |
| "approx_ratio": 0.8046, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 3, |
| 6 |
| ], |
| "score": 2.554, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.191, |
| -0.1224, |
| -0.0537, |
| 0.0149, |
| 0.0835, |
| 0.1521, |
| 0.2208, |
| 0.2894, |
| 0.358, |
| 0.4266, |
| 0.4953, |
| 0.5639, |
| 0.6325, |
| 0.7011, |
| 0.7698, |
| 0.8384, |
| 0.907, |
| 0.9756, |
| 1.0443, |
| 1.1129, |
| 1.1815, |
| 1.2501, |
| 1.3188, |
| 1.3874, |
| 1.456, |
| 1.5246, |
| 1.5933, |
| 1.6619, |
| 1.7305, |
| 1.7991, |
| 1.8678, |
| 1.9364, |
| 2.005, |
| 2.0736, |
| 2.1423, |
| 2.2109, |
| 2.2795, |
| 2.3481, |
| 2.4168, |
| 2.4854, |
| 2.554 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 3, |
| 1, |
| 1, |
| 2, |
| 1, |
| 1, |
| 4, |
| 1, |
| 0, |
| 5, |
| 2, |
| 0, |
| 2, |
| 1, |
| 1, |
| 3, |
| 3, |
| 2, |
| 5, |
| 4, |
| 2, |
| 0, |
| 0, |
| 1, |
| 0, |
| 3, |
| 0, |
| 2, |
| 2, |
| 0, |
| 2, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": -0.191, |
| "max": 2.554, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s10", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 10: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.358 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.635 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.135 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.147 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.371 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.56 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.426 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.257 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 4, |
| 5 |
| ], |
| "score": 3.258 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 5, |
| 6 |
| ], |
| "score": 3.249, |
| "approx_ratio": 0.9972, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 4, |
| 5 |
| ], |
| "score": 3.258, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.334, |
| 0.4071, |
| 0.4802, |
| 0.5533, |
| 0.6264, |
| 0.6995, |
| 0.7726, |
| 0.8457, |
| 0.9188, |
| 0.9919, |
| 1.065, |
| 1.1381, |
| 1.2112, |
| 1.2843, |
| 1.3574, |
| 1.4305, |
| 1.5036, |
| 1.5767, |
| 1.6498, |
| 1.7229, |
| 1.796, |
| 1.8691, |
| 1.9422, |
| 2.0153, |
| 2.0884, |
| 2.1615, |
| 2.2346, |
| 2.3077, |
| 2.3808, |
| 2.4539, |
| 2.527, |
| 2.6001, |
| 2.6732, |
| 2.7463, |
| 2.8194, |
| 2.8925, |
| 2.9656, |
| 3.0387, |
| 3.1118, |
| 3.1849, |
| 3.258 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 1, |
| 0, |
| 4, |
| 2, |
| 2, |
| 4, |
| 5, |
| 2, |
| 3, |
| 2, |
| 1, |
| 2, |
| 4, |
| 0, |
| 1, |
| 2, |
| 1, |
| 2, |
| 1, |
| 2, |
| 0, |
| 1, |
| 3, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 1, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 2 |
| ], |
| "min": 0.334, |
| "max": 3.258, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s11", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 11: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.673 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.27 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.353 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.501 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.519 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.507 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.68 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.235 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 5, |
| 6 |
| ], |
| "score": 2.323 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 4, |
| 6 |
| ], |
| "score": 2.108, |
| "approx_ratio": 0.9074, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 5, |
| 6 |
| ], |
| "score": 2.323, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.001, |
| 0.0571, |
| 0.1152, |
| 0.1733, |
| 0.2314, |
| 0.2895, |
| 0.3476, |
| 0.4057, |
| 0.4638, |
| 0.5219, |
| 0.58, |
| 0.6381, |
| 0.6962, |
| 0.7543, |
| 0.8124, |
| 0.8705, |
| 0.9286, |
| 0.9867, |
| 1.0448, |
| 1.1029, |
| 1.161, |
| 1.2191, |
| 1.2772, |
| 1.3353, |
| 1.3934, |
| 1.4515, |
| 1.5096, |
| 1.5677, |
| 1.6258, |
| 1.6839, |
| 1.742, |
| 1.8001, |
| 1.8582, |
| 1.9163, |
| 1.9744, |
| 2.0325, |
| 2.0906, |
| 2.1487, |
| 2.2068, |
| 2.2649, |
| 2.323 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 2, |
| 2, |
| 2, |
| 0, |
| 2, |
| 0, |
| 2, |
| 0, |
| 1, |
| 1, |
| 3, |
| 2, |
| 2, |
| 3, |
| 3, |
| 4, |
| 1, |
| 1, |
| 8, |
| 1, |
| 1, |
| 2, |
| 2, |
| 0, |
| 2, |
| 2, |
| 1, |
| 2, |
| 2 |
| ], |
| "min": -0.001, |
| "max": 2.323, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s12", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 12: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.789 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.179 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.718 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.698 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.058 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.146 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.144 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.436 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 6, |
| 7 |
| ], |
| "score": 2.566 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 2.177, |
| "approx_ratio": 0.8484, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 6, |
| 7 |
| ], |
| "score": 2.566, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.066, |
| 0.1285, |
| 0.191, |
| 0.2535, |
| 0.316, |
| 0.3785, |
| 0.441, |
| 0.5035, |
| 0.566, |
| 0.6285, |
| 0.691, |
| 0.7535, |
| 0.816, |
| 0.8785, |
| 0.941, |
| 1.0035, |
| 1.066, |
| 1.1285, |
| 1.191, |
| 1.2535, |
| 1.316, |
| 1.3785, |
| 1.441, |
| 1.5035, |
| 1.566, |
| 1.6285, |
| 1.691, |
| 1.7535, |
| 1.816, |
| 1.8785, |
| 1.941, |
| 2.0035, |
| 2.066, |
| 2.1285, |
| 2.191, |
| 2.2535, |
| 2.316, |
| 2.3785, |
| 2.441, |
| 2.5035, |
| 2.566 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 3, |
| 1, |
| 3, |
| 0, |
| 2, |
| 0, |
| 2, |
| 1, |
| 2, |
| 4, |
| 3, |
| 1, |
| 4, |
| 3, |
| 0, |
| 2, |
| 5, |
| 2, |
| 0, |
| 2, |
| 2, |
| 1, |
| 4, |
| 1, |
| 3, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.066, |
| "max": 2.566, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s13", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 13: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.629 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.795 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.323 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.248 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.366 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.551 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.776 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.947 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 5, |
| 6 |
| ], |
| "score": 3.353 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 6, |
| 7 |
| ], |
| "score": 2.518, |
| "approx_ratio": 0.751, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 5, |
| 6 |
| ], |
| "score": 3.353, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.828, |
| 0.8911, |
| 0.9543, |
| 1.0174, |
| 1.0805, |
| 1.1436, |
| 1.2068, |
| 1.2699, |
| 1.333, |
| 1.3961, |
| 1.4593, |
| 1.5224, |
| 1.5855, |
| 1.6486, |
| 1.7118, |
| 1.7749, |
| 1.838, |
| 1.9011, |
| 1.9643, |
| 2.0274, |
| 2.0905, |
| 2.1536, |
| 2.2168, |
| 2.2799, |
| 2.343, |
| 2.4061, |
| 2.4693, |
| 2.5324, |
| 2.5955, |
| 2.6586, |
| 2.7218, |
| 2.7849, |
| 2.848, |
| 2.9111, |
| 2.9743, |
| 3.0374, |
| 3.1005, |
| 3.1636, |
| 3.2268, |
| 3.2899, |
| 3.353 |
| ], |
| "counts": [ |
| 1, |
| 1, |
| 0, |
| 1, |
| 1, |
| 1, |
| 2, |
| 0, |
| 2, |
| 0, |
| 1, |
| 1, |
| 1, |
| 3, |
| 3, |
| 2, |
| 3, |
| 3, |
| 4, |
| 6, |
| 1, |
| 1, |
| 2, |
| 0, |
| 1, |
| 0, |
| 3, |
| 2, |
| 2, |
| 1, |
| 0, |
| 2, |
| 0, |
| 0, |
| 3, |
| 0, |
| 0, |
| 0, |
| 0, |
| 2 |
| ], |
| "min": 0.828, |
| "max": 3.353, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s14", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 14: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.458 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.373 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.74 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.88 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.326 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.192 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.88 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.805 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 3.044 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 6, |
| 7 |
| ], |
| "score": 2.62, |
| "approx_ratio": 0.8607, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 3 |
| ], |
| "score": 3.044, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.423, |
| 0.4885, |
| 0.5541, |
| 0.6196, |
| 0.6851, |
| 0.7506, |
| 0.8162, |
| 0.8817, |
| 0.9472, |
| 1.0127, |
| 1.0783, |
| 1.1438, |
| 1.2093, |
| 1.2748, |
| 1.3403, |
| 1.4059, |
| 1.4714, |
| 1.5369, |
| 1.6024, |
| 1.668, |
| 1.7335, |
| 1.799, |
| 1.8645, |
| 1.9301, |
| 1.9956, |
| 2.0611, |
| 2.1266, |
| 2.1922, |
| 2.2577, |
| 2.3232, |
| 2.3887, |
| 2.4543, |
| 2.5198, |
| 2.5853, |
| 2.6508, |
| 2.7164, |
| 2.7819, |
| 2.8474, |
| 2.9129, |
| 2.9785, |
| 3.044 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 3, |
| 1, |
| 5, |
| 3, |
| 0, |
| 2, |
| 0, |
| 3, |
| 3, |
| 8, |
| 1, |
| 2, |
| 1, |
| 0, |
| 1, |
| 5, |
| 2, |
| 3, |
| 2, |
| 1, |
| 0, |
| 1, |
| 0, |
| 2, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.423, |
| "max": 3.044, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s15", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 15: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.128 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.23 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.515 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.574 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.529 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.786 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.961 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.982 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 4, |
| 5, |
| 7 |
| ], |
| "score": 3.25 |
| }, |
| "greedy": { |
| "subset": [ |
| 5, |
| 6, |
| 7 |
| ], |
| "score": 2.684, |
| "approx_ratio": 0.8258, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 4, |
| 5, |
| 7 |
| ], |
| "score": 3.25, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.877, |
| 0.9363, |
| 0.9956, |
| 1.055, |
| 1.1143, |
| 1.1736, |
| 1.2329, |
| 1.2923, |
| 1.3516, |
| 1.4109, |
| 1.4702, |
| 1.5296, |
| 1.5889, |
| 1.6482, |
| 1.7075, |
| 1.7669, |
| 1.8262, |
| 1.8855, |
| 1.9448, |
| 2.0042, |
| 2.0635, |
| 2.1228, |
| 2.1821, |
| 2.2415, |
| 2.3008, |
| 2.3601, |
| 2.4194, |
| 2.4788, |
| 2.5381, |
| 2.5974, |
| 2.6567, |
| 2.7161, |
| 2.7754, |
| 2.8347, |
| 2.894, |
| 2.9534, |
| 3.0127, |
| 3.072, |
| 3.1313, |
| 3.1907, |
| 3.25 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1, |
| 0, |
| 1, |
| 0, |
| 2, |
| 2, |
| 2, |
| 3, |
| 2, |
| 0, |
| 1, |
| 3, |
| 0, |
| 1, |
| 5, |
| 2, |
| 3, |
| 2, |
| 2, |
| 2, |
| 2, |
| 3, |
| 1, |
| 3, |
| 4, |
| 2, |
| 1, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 2 |
| ], |
| "min": 0.877, |
| "max": 3.25, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s16", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 16: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.07 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.978 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.224 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.239 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.293 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.801 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.175 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.533 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 4, |
| 6, |
| 7 |
| ], |
| "score": 2.713 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 5, |
| 7 |
| ], |
| "score": 2.39, |
| "approx_ratio": 0.8809, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 4, |
| 6, |
| 7 |
| ], |
| "score": 2.713, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.587, |
| 0.6401, |
| 0.6933, |
| 0.7464, |
| 0.7996, |
| 0.8527, |
| 0.9059, |
| 0.959, |
| 1.0122, |
| 1.0653, |
| 1.1185, |
| 1.1716, |
| 1.2248, |
| 1.2779, |
| 1.3311, |
| 1.3842, |
| 1.4374, |
| 1.4905, |
| 1.5437, |
| 1.5968, |
| 1.65, |
| 1.7031, |
| 1.7563, |
| 1.8094, |
| 1.8626, |
| 1.9157, |
| 1.9689, |
| 2.022, |
| 2.0752, |
| 2.1283, |
| 2.1815, |
| 2.2346, |
| 2.2878, |
| 2.3409, |
| 2.3941, |
| 2.4472, |
| 2.5004, |
| 2.5535, |
| 2.6067, |
| 2.6598, |
| 2.713 |
| ], |
| "counts": [ |
| 2, |
| 2, |
| 2, |
| 1, |
| 0, |
| 1, |
| 3, |
| 1, |
| 1, |
| 2, |
| 1, |
| 1, |
| 0, |
| 2, |
| 0, |
| 4, |
| 2, |
| 3, |
| 2, |
| 2, |
| 0, |
| 4, |
| 1, |
| 3, |
| 3, |
| 0, |
| 1, |
| 2, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 2, |
| 2, |
| 2 |
| ], |
| "min": 0.587, |
| "max": 2.713, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s17", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 17: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.215 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.095 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.43 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.845 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.939 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.075 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.699 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.236 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 2, |
| 3, |
| 4 |
| ], |
| "score": 3.519 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 4, |
| 6 |
| ], |
| "score": 2.683, |
| "approx_ratio": 0.7624, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 3, |
| 4 |
| ], |
| "score": 3.519, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.311, |
| 0.3912, |
| 0.4714, |
| 0.5516, |
| 0.6318, |
| 0.712, |
| 0.7922, |
| 0.8724, |
| 0.9526, |
| 1.0328, |
| 1.113, |
| 1.1932, |
| 1.2734, |
| 1.3536, |
| 1.4338, |
| 1.514, |
| 1.5942, |
| 1.6744, |
| 1.7546, |
| 1.8348, |
| 1.915, |
| 1.9952, |
| 2.0754, |
| 2.1556, |
| 2.2358, |
| 2.316, |
| 2.3962, |
| 2.4764, |
| 2.5566, |
| 2.6368, |
| 2.717, |
| 2.7972, |
| 2.8774, |
| 2.9576, |
| 3.0378, |
| 3.118, |
| 3.1982, |
| 3.2784, |
| 3.3586, |
| 3.4388, |
| 3.519 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 1, |
| 0, |
| 2, |
| 1, |
| 1, |
| 1, |
| 4, |
| 2, |
| 2, |
| 4, |
| 2, |
| 0, |
| 1, |
| 2, |
| 4, |
| 4, |
| 3, |
| 4, |
| 0, |
| 1, |
| 2, |
| 4, |
| 1, |
| 1, |
| 1, |
| 1, |
| 3, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.311, |
| "max": 3.519, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s18", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 18: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.406 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.14 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.888 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.627 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.244 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.349 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.323 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.6 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 3, |
| 4, |
| 7 |
| ], |
| "score": 2.528 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 3, |
| 7 |
| ], |
| "score": 2.428, |
| "approx_ratio": 0.9604, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 4, |
| 7 |
| ], |
| "score": 2.528, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.387, |
| 0.4405, |
| 0.4941, |
| 0.5476, |
| 0.6011, |
| 0.6546, |
| 0.7082, |
| 0.7617, |
| 0.8152, |
| 0.8687, |
| 0.9223, |
| 0.9758, |
| 1.0293, |
| 1.0828, |
| 1.1364, |
| 1.1899, |
| 1.2434, |
| 1.2969, |
| 1.3505, |
| 1.404, |
| 1.4575, |
| 1.511, |
| 1.5646, |
| 1.6181, |
| 1.6716, |
| 1.7251, |
| 1.7787, |
| 1.8322, |
| 1.8857, |
| 1.9392, |
| 1.9928, |
| 2.0463, |
| 2.0998, |
| 2.1533, |
| 2.2069, |
| 2.2604, |
| 2.3139, |
| 2.3674, |
| 2.4209, |
| 2.4745, |
| 2.528 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1, |
| 2, |
| 2, |
| 0, |
| 4, |
| 5, |
| 1, |
| 0, |
| 2, |
| 2, |
| 2, |
| 3, |
| 2, |
| 2, |
| 4, |
| 3, |
| 3, |
| 0, |
| 3, |
| 1, |
| 3, |
| 0, |
| 1, |
| 1, |
| 2, |
| 0, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 2, |
| 1 |
| ], |
| "min": 0.387, |
| "max": 2.528, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s19", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 19: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.507 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.738 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.286 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.887 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.559 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.622 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.285 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.607 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 3, |
| 4 |
| ], |
| "score": 3.585 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 3, |
| 5 |
| ], |
| "score": 2.945, |
| "approx_ratio": 0.8215, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 3, |
| 4 |
| ], |
| "score": 3.585, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.993, |
| 1.0578, |
| 1.1226, |
| 1.1874, |
| 1.2522, |
| 1.317, |
| 1.3818, |
| 1.4466, |
| 1.5114, |
| 1.5762, |
| 1.641, |
| 1.7058, |
| 1.7706, |
| 1.8354, |
| 1.9002, |
| 1.965, |
| 2.0298, |
| 2.0946, |
| 2.1594, |
| 2.2242, |
| 2.289, |
| 2.3538, |
| 2.4186, |
| 2.4834, |
| 2.5482, |
| 2.613, |
| 2.6778, |
| 2.7426, |
| 2.8074, |
| 2.8722, |
| 2.937, |
| 3.0018, |
| 3.0666, |
| 3.1314, |
| 3.1962, |
| 3.261, |
| 3.3258, |
| 3.3906, |
| 3.4554, |
| 3.5202, |
| 3.585 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 1, |
| 1, |
| 2, |
| 0, |
| 3, |
| 2, |
| 2, |
| 2, |
| 1, |
| 1, |
| 2, |
| 4, |
| 2, |
| 3, |
| 0, |
| 0, |
| 2, |
| 2, |
| 2, |
| 0, |
| 4, |
| 4, |
| 1, |
| 3, |
| 1, |
| 0, |
| 0, |
| 0, |
| 4, |
| 2, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 2 |
| ], |
| "min": 0.993, |
| "max": 3.585, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s20", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 20: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.436 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.816 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.472 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.715 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.646 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.315 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.077 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.559 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 3, |
| 7 |
| ], |
| "score": 2.473 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 3, |
| 4 |
| ], |
| "score": 2.219, |
| "approx_ratio": 0.8973, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 3, |
| 7 |
| ], |
| "score": 2.473, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.03, |
| 0.0911, |
| 0.1521, |
| 0.2132, |
| 0.2743, |
| 0.3354, |
| 0.3964, |
| 0.4575, |
| 0.5186, |
| 0.5797, |
| 0.6407, |
| 0.7018, |
| 0.7629, |
| 0.824, |
| 0.8851, |
| 0.9461, |
| 1.0072, |
| 1.0683, |
| 1.1294, |
| 1.1904, |
| 1.2515, |
| 1.3126, |
| 1.3737, |
| 1.4347, |
| 1.4958, |
| 1.5569, |
| 1.6179, |
| 1.679, |
| 1.7401, |
| 1.8012, |
| 1.8622, |
| 1.9233, |
| 1.9844, |
| 2.0455, |
| 2.1065, |
| 2.1676, |
| 2.2287, |
| 2.2898, |
| 2.3508, |
| 2.4119, |
| 2.473 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 1, |
| 2, |
| 3, |
| 0, |
| 2, |
| 1, |
| 2, |
| 2, |
| 3, |
| 1, |
| 0, |
| 3, |
| 4, |
| 3, |
| 3, |
| 3, |
| 2, |
| 4, |
| 0, |
| 1, |
| 2, |
| 2, |
| 0, |
| 2, |
| 1, |
| 0, |
| 1, |
| 1, |
| 2 |
| ], |
| "min": 0.03, |
| "max": 2.473, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s21", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 21: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.609 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.414 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.379 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.631 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.435 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.587 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.292 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.067 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 5, |
| 6 |
| ], |
| "score": 2.795 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 3, |
| 5 |
| ], |
| "score": 2.721, |
| "approx_ratio": 0.9735, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 5, |
| 6 |
| ], |
| "score": 2.795, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.463, |
| -0.3815, |
| -0.3001, |
| -0.2186, |
| -0.1372, |
| -0.0557, |
| 0.0257, |
| 0.1071, |
| 0.1886, |
| 0.2701, |
| 0.3515, |
| 0.4329, |
| 0.5144, |
| 0.5958, |
| 0.6773, |
| 0.7587, |
| 0.8402, |
| 0.9216, |
| 1.0031, |
| 1.0846, |
| 1.166, |
| 1.2474, |
| 1.3289, |
| 1.4103, |
| 1.4918, |
| 1.5732, |
| 1.6547, |
| 1.7361, |
| 1.8176, |
| 1.899, |
| 1.9805, |
| 2.0619, |
| 2.1434, |
| 2.2248, |
| 2.3063, |
| 2.3877, |
| 2.4692, |
| 2.5506, |
| 2.6321, |
| 2.7135, |
| 2.795 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 0, |
| 3, |
| 5, |
| 0, |
| 1, |
| 1, |
| 0, |
| 6, |
| 2, |
| 2, |
| 1, |
| 2, |
| 1, |
| 2, |
| 3, |
| 2, |
| 5, |
| 3, |
| 1, |
| 2, |
| 3, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 1, |
| 0, |
| 0, |
| 4 |
| ], |
| "min": -0.463, |
| "max": 2.795, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s22", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 22: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.774 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.376 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.949 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.287 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.174 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.128 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.247 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.171 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 2, |
| 5 |
| ], |
| "score": 2.871 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 1, |
| 2 |
| ], |
| "score": 2.745, |
| "approx_ratio": 0.9561, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 5 |
| ], |
| "score": 2.871, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.249, |
| 0.3145, |
| 0.3801, |
| 0.4456, |
| 0.5112, |
| 0.5767, |
| 0.6423, |
| 0.7078, |
| 0.7734, |
| 0.8389, |
| 0.9045, |
| 0.97, |
| 1.0356, |
| 1.1011, |
| 1.1667, |
| 1.2322, |
| 1.2978, |
| 1.3633, |
| 1.4289, |
| 1.4944, |
| 1.56, |
| 1.6255, |
| 1.6911, |
| 1.7566, |
| 1.8222, |
| 1.8877, |
| 1.9533, |
| 2.0189, |
| 2.0844, |
| 2.15, |
| 2.2155, |
| 2.2811, |
| 2.3466, |
| 2.4122, |
| 2.4777, |
| 2.5433, |
| 2.6088, |
| 2.6744, |
| 2.7399, |
| 2.8054, |
| 2.871 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 2, |
| 3, |
| 1, |
| 3, |
| 1, |
| 1, |
| 0, |
| 2, |
| 2, |
| 3, |
| 2, |
| 2, |
| 5, |
| 5, |
| 3, |
| 1, |
| 0, |
| 1, |
| 1, |
| 2, |
| 1, |
| 3, |
| 2, |
| 1, |
| 0, |
| 2, |
| 0, |
| 1, |
| 0, |
| 1, |
| 0, |
| 0, |
| 0, |
| 1, |
| 2 |
| ], |
| "min": 0.249, |
| "max": 2.871, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s23", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 23: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.421 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.704 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.128 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.378 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.532 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.959 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.307 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.496 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 2, |
| 5 |
| ], |
| "score": 3.169 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 4, |
| 5 |
| ], |
| "score": 2.195, |
| "approx_ratio": 0.6926, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 2, |
| 5 |
| ], |
| "score": 3.169, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.153, |
| 0.2284, |
| 0.3038, |
| 0.3792, |
| 0.4546, |
| 0.53, |
| 0.6054, |
| 0.6808, |
| 0.7562, |
| 0.8316, |
| 0.907, |
| 0.9824, |
| 1.0578, |
| 1.1332, |
| 1.2086, |
| 1.284, |
| 1.3594, |
| 1.4348, |
| 1.5102, |
| 1.5856, |
| 1.661, |
| 1.7364, |
| 1.8118, |
| 1.8872, |
| 1.9626, |
| 2.038, |
| 2.1134, |
| 2.1888, |
| 2.2642, |
| 2.3396, |
| 2.415, |
| 2.4904, |
| 2.5658, |
| 2.6412, |
| 2.7166, |
| 2.792, |
| 2.8674, |
| 2.9428, |
| 3.0182, |
| 3.0936, |
| 3.169 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 3, |
| 0, |
| 0, |
| 1, |
| 1, |
| 1, |
| 1, |
| 6, |
| 4, |
| 4, |
| 4, |
| 2, |
| 1, |
| 2, |
| 2, |
| 3, |
| 2, |
| 3, |
| 3, |
| 3, |
| 2, |
| 1, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.153, |
| "max": 3.169, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s24", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 24: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.506 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.615 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.688 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.687 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.588 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.352 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.911 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.628 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 4, |
| 6 |
| ], |
| "score": 2.891 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 3, |
| 6 |
| ], |
| "score": 2.285, |
| "approx_ratio": 0.7904, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 4, |
| 6 |
| ], |
| "score": 2.891, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.886, |
| 0.9361, |
| 0.9862, |
| 1.0364, |
| 1.0865, |
| 1.1366, |
| 1.1867, |
| 1.2369, |
| 1.287, |
| 1.3371, |
| 1.3872, |
| 1.4374, |
| 1.4875, |
| 1.5376, |
| 1.5877, |
| 1.6379, |
| 1.688, |
| 1.7381, |
| 1.7882, |
| 1.8384, |
| 1.8885, |
| 1.9386, |
| 1.9888, |
| 2.0389, |
| 2.089, |
| 2.1391, |
| 2.1892, |
| 2.2394, |
| 2.2895, |
| 2.3396, |
| 2.3897, |
| 2.4399, |
| 2.49, |
| 2.5401, |
| 2.5902, |
| 2.6404, |
| 2.6905, |
| 2.7406, |
| 2.7908, |
| 2.8409, |
| 2.891 |
| ], |
| "counts": [ |
| 1, |
| 1, |
| 2, |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 1, |
| 1, |
| 0, |
| 0, |
| 2, |
| 3, |
| 2, |
| 3, |
| 3, |
| 2, |
| 3, |
| 6, |
| 4, |
| 2, |
| 2, |
| 2, |
| 1, |
| 2, |
| 1, |
| 0, |
| 1, |
| 0, |
| 1, |
| 1, |
| 0, |
| 3, |
| 2, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 0.886, |
| "max": 2.891, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "s25", |
| "tier": "small", |
| "n_tools": 8, |
| "k": 3, |
| "description": "Task 25: choose the 3 most useful tools from 8 candidates (small pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.443 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.444 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.274 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.583 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.411 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.862 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.872 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.548 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 3, |
| 5, |
| 6 |
| ], |
| "score": 3.779 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 5, |
| 6 |
| ], |
| "score": 3.779, |
| "approx_ratio": 1.0, |
| "exact_match": true |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 5, |
| 6 |
| ], |
| "score": 3.779, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 1.104, |
| 1.1709, |
| 1.2377, |
| 1.3046, |
| 1.3715, |
| 1.4384, |
| 1.5052, |
| 1.5721, |
| 1.639, |
| 1.7059, |
| 1.7727, |
| 1.8396, |
| 1.9065, |
| 1.9734, |
| 2.0402, |
| 2.1071, |
| 2.174, |
| 2.2409, |
| 2.3077, |
| 2.3746, |
| 2.4415, |
| 2.5084, |
| 2.5752, |
| 2.6421, |
| 2.709, |
| 2.7759, |
| 2.8427, |
| 2.9096, |
| 2.9765, |
| 3.0434, |
| 3.1102, |
| 3.1771, |
| 3.244, |
| 3.3109, |
| 3.3777, |
| 3.4446, |
| 3.5115, |
| 3.5784, |
| 3.6452, |
| 3.7121, |
| 3.779 |
| ], |
| "counts": [ |
| 3, |
| 3, |
| 5, |
| 1, |
| 3, |
| 2, |
| 1, |
| 6, |
| 2, |
| 6, |
| 3, |
| 3, |
| 3, |
| 1, |
| 0, |
| 1, |
| 3, |
| 0, |
| 2, |
| 0, |
| 0, |
| 1, |
| 0, |
| 0, |
| 2, |
| 1, |
| 0, |
| 1, |
| 2, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": 1.104, |
| "max": 3.779, |
| "n_subsets": 56 |
| } |
| }, |
| { |
| "id": "f01", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 26: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.6 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.469 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.164 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.779 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.516 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.54 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.897 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.277 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.208 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.369 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.531 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.206 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.735 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.24 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.298 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.986 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 4, |
| 9, |
| 12, |
| 13, |
| 15 |
| ], |
| "score": 6.108 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 3, |
| 6, |
| 12, |
| 15 |
| ], |
| "score": 3.831, |
| "approx_ratio": 0.6272, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 4, |
| 9, |
| 12, |
| 15 |
| ], |
| "score": 5.77, |
| "approx_ratio": 0.9447, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.717, |
| 0.8518, |
| 0.9866, |
| 1.1213, |
| 1.2561, |
| 1.3909, |
| 1.5257, |
| 1.6604, |
| 1.7952, |
| 1.93, |
| 2.0648, |
| 2.1995, |
| 2.3343, |
| 2.4691, |
| 2.6038, |
| 2.7386, |
| 2.8734, |
| 3.0082, |
| 3.143, |
| 3.2777, |
| 3.4125, |
| 3.5473, |
| 3.6821, |
| 3.8168, |
| 3.9516, |
| 4.0864, |
| 4.2211, |
| 4.3559, |
| 4.4907, |
| 4.6255, |
| 4.7603, |
| 4.895, |
| 5.0298, |
| 5.1646, |
| 5.2993, |
| 5.4341, |
| 5.5689, |
| 5.7037, |
| 5.8384, |
| 5.9732, |
| 6.108 |
| ], |
| "counts": [ |
| 3, |
| 6, |
| 11, |
| 22, |
| 37, |
| 51, |
| 75, |
| 97, |
| 126, |
| 177, |
| 186, |
| 217, |
| 253, |
| 256, |
| 259, |
| 273, |
| 263, |
| 262, |
| 289, |
| 283, |
| 233, |
| 205, |
| 162, |
| 162, |
| 136, |
| 97, |
| 62, |
| 42, |
| 41, |
| 21, |
| 24, |
| 5, |
| 10, |
| 8, |
| 6, |
| 3, |
| 1, |
| 2, |
| 1, |
| 1 |
| ], |
| "min": 0.717, |
| "max": 6.108, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f02", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 27: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.971 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.422 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.191 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.604 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.608 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.271 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.753 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.878 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.438 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.274 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.242 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.471 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.63 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.157 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.44 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.411 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 3, |
| 7, |
| 10, |
| 12 |
| ], |
| "score": 7.376 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 4, |
| 6, |
| 7, |
| 12 |
| ], |
| "score": 5.41, |
| "approx_ratio": 0.7335, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 3, |
| 7, |
| 11, |
| 12 |
| ], |
| "score": 7.01, |
| "approx_ratio": 0.9504, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.206, |
| 0.3853, |
| 0.5645, |
| 0.7438, |
| 0.923, |
| 1.1022, |
| 1.2815, |
| 1.4607, |
| 1.64, |
| 1.8192, |
| 1.9985, |
| 2.1777, |
| 2.357, |
| 2.5362, |
| 2.7155, |
| 2.8947, |
| 3.074, |
| 3.2532, |
| 3.4325, |
| 3.6117, |
| 3.791, |
| 3.9702, |
| 4.1495, |
| 4.3287, |
| 4.508, |
| 4.6872, |
| 4.8665, |
| 5.0457, |
| 5.225, |
| 5.4042, |
| 5.5835, |
| 5.7627, |
| 5.942, |
| 6.1212, |
| 6.3005, |
| 6.4797, |
| 6.659, |
| 6.8382, |
| 7.0175, |
| 7.1967, |
| 7.376 |
| ], |
| "counts": [ |
| 2, |
| 7, |
| 8, |
| 20, |
| 31, |
| 51, |
| 53, |
| 72, |
| 120, |
| 123, |
| 163, |
| 180, |
| 244, |
| 269, |
| 259, |
| 327, |
| 252, |
| 281, |
| 270, |
| 272, |
| 223, |
| 221, |
| 175, |
| 143, |
| 132, |
| 112, |
| 81, |
| 69, |
| 59, |
| 47, |
| 27, |
| 24, |
| 13, |
| 13, |
| 11, |
| 6, |
| 2, |
| 4, |
| 0, |
| 2 |
| ], |
| "min": 0.206, |
| "max": 7.376, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f03", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 28: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.462 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.221 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.361 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.746 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.397 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.17 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.936 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.229 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.307 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.738 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.878 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.324 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.79 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.368 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.474 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.229 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 3, |
| 8, |
| 9, |
| 10, |
| 11 |
| ], |
| "score": 6.174 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 6, |
| 9, |
| 10, |
| 12 |
| ], |
| "score": 4.448, |
| "approx_ratio": 0.7204, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 3, |
| 11, |
| 12, |
| 13 |
| ], |
| "score": 5.342, |
| "approx_ratio": 0.8652, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.889, |
| -0.7124, |
| -0.5358, |
| -0.3593, |
| -0.1827, |
| -0.0061, |
| 0.1705, |
| 0.347, |
| 0.5236, |
| 0.7002, |
| 0.8768, |
| 1.0533, |
| 1.2299, |
| 1.4065, |
| 1.5831, |
| 1.7596, |
| 1.9362, |
| 2.1128, |
| 2.2894, |
| 2.4659, |
| 2.6425, |
| 2.8191, |
| 2.9957, |
| 3.1722, |
| 3.3488, |
| 3.5254, |
| 3.702, |
| 3.8785, |
| 4.0551, |
| 4.2317, |
| 4.4083, |
| 4.5848, |
| 4.7614, |
| 4.938, |
| 5.1146, |
| 5.2911, |
| 5.4677, |
| 5.6443, |
| 5.8209, |
| 5.9974, |
| 6.174 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 4, |
| 5, |
| 4, |
| 9, |
| 16, |
| 25, |
| 36, |
| 55, |
| 85, |
| 103, |
| 123, |
| 156, |
| 196, |
| 244, |
| 272, |
| 298, |
| 287, |
| 294, |
| 289, |
| 278, |
| 253, |
| 238, |
| 222, |
| 184, |
| 165, |
| 134, |
| 114, |
| 82, |
| 69, |
| 40, |
| 29, |
| 27, |
| 16, |
| 5, |
| 6, |
| 3, |
| 1 |
| ], |
| "min": -0.889, |
| "max": 6.174, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f04", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 29: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.376 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.116 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.892 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.715 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.786 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.269 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.286 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.932 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.482 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.701 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.857 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.385 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.893 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.649 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.848 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.468 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 7, |
| 8, |
| 9, |
| 12, |
| 14 |
| ], |
| "score": 7.121 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 7, |
| 10, |
| 12, |
| 14 |
| ], |
| "score": 5.412, |
| "approx_ratio": 0.76, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 7, |
| 9, |
| 12, |
| 14 |
| ], |
| "score": 6.366, |
| "approx_ratio": 0.894, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.427, |
| 0.5943, |
| 0.7617, |
| 0.929, |
| 1.0964, |
| 1.2637, |
| 1.4311, |
| 1.5984, |
| 1.7658, |
| 1.9331, |
| 2.1005, |
| 2.2679, |
| 2.4352, |
| 2.6025, |
| 2.7699, |
| 2.9372, |
| 3.1046, |
| 3.2719, |
| 3.4393, |
| 3.6067, |
| 3.774, |
| 3.9413, |
| 4.1087, |
| 4.276, |
| 4.4434, |
| 4.6107, |
| 4.7781, |
| 4.9454, |
| 5.1128, |
| 5.2801, |
| 5.4475, |
| 5.6148, |
| 5.7822, |
| 5.9495, |
| 6.1169, |
| 6.2842, |
| 6.4516, |
| 6.6189, |
| 6.7863, |
| 6.9536, |
| 7.121 |
| ], |
| "counts": [ |
| 3, |
| 1, |
| 9, |
| 14, |
| 26, |
| 23, |
| 58, |
| 54, |
| 91, |
| 112, |
| 134, |
| 159, |
| 208, |
| 212, |
| 232, |
| 253, |
| 247, |
| 263, |
| 270, |
| 247, |
| 269, |
| 209, |
| 200, |
| 196, |
| 158, |
| 145, |
| 141, |
| 101, |
| 89, |
| 70, |
| 57, |
| 35, |
| 38, |
| 18, |
| 10, |
| 9, |
| 1, |
| 3, |
| 0, |
| 3 |
| ], |
| "min": 0.427, |
| "max": 7.121, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f05", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 30: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.341 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.143 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.174 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.258 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.724 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.765 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.326 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.134 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.506 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.767 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.41 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.591 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.312 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.93 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.264 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.449 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 5, |
| 9, |
| 11, |
| 13, |
| 15 |
| ], |
| "score": 6.038 |
| }, |
| "greedy": { |
| "subset": [ |
| 4, |
| 5, |
| 9, |
| 11, |
| 13 |
| ], |
| "score": 5.84, |
| "approx_ratio": 0.9672, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 4, |
| 9, |
| 11, |
| 13, |
| 15 |
| ], |
| "score": 5.588, |
| "approx_ratio": 0.9255, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.125, |
| 0.0291, |
| 0.1832, |
| 0.3372, |
| 0.4913, |
| 0.6454, |
| 0.7995, |
| 0.9535, |
| 1.1076, |
| 1.2617, |
| 1.4158, |
| 1.5698, |
| 1.7239, |
| 1.878, |
| 2.0321, |
| 2.1861, |
| 2.3402, |
| 2.4943, |
| 2.6484, |
| 2.8024, |
| 2.9565, |
| 3.1106, |
| 3.2647, |
| 3.4187, |
| 3.5728, |
| 3.7269, |
| 3.881, |
| 4.035, |
| 4.1891, |
| 4.3432, |
| 4.4973, |
| 4.6513, |
| 4.8054, |
| 4.9595, |
| 5.1136, |
| 5.2676, |
| 5.4217, |
| 5.5758, |
| 5.7299, |
| 5.8839, |
| 6.038 |
| ], |
| "counts": [ |
| 4, |
| 4, |
| 13, |
| 16, |
| 28, |
| 30, |
| 66, |
| 71, |
| 101, |
| 135, |
| 176, |
| 176, |
| 221, |
| 253, |
| 272, |
| 262, |
| 257, |
| 264, |
| 253, |
| 253, |
| 226, |
| 224, |
| 200, |
| 180, |
| 141, |
| 121, |
| 95, |
| 84, |
| 78, |
| 52, |
| 42, |
| 20, |
| 20, |
| 8, |
| 8, |
| 6, |
| 2, |
| 3, |
| 1, |
| 2 |
| ], |
| "min": -0.125, |
| "max": 6.038, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f06", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 31: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.476 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.651 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.184 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.31 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.308 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.457 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.258 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.715 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.575 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.422 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.886 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.808 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.577 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.722 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.305 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.651 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 3, |
| 8, |
| 9, |
| 10 |
| ], |
| "score": 6.355 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 7, |
| 10, |
| 11, |
| 13 |
| ], |
| "score": 4.091, |
| "approx_ratio": 0.6437, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 6, |
| 8, |
| 9, |
| 10 |
| ], |
| "score": 6.272, |
| "approx_ratio": 0.9869, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.41, |
| 0.5586, |
| 0.7072, |
| 0.8559, |
| 1.0045, |
| 1.1531, |
| 1.3017, |
| 1.4504, |
| 1.599, |
| 1.7476, |
| 1.8962, |
| 2.0449, |
| 2.1935, |
| 2.3421, |
| 2.4907, |
| 2.6394, |
| 2.788, |
| 2.9366, |
| 3.0852, |
| 3.2339, |
| 3.3825, |
| 3.5311, |
| 3.6797, |
| 3.8284, |
| 3.977, |
| 4.1256, |
| 4.2743, |
| 4.4229, |
| 4.5715, |
| 4.7201, |
| 4.8688, |
| 5.0174, |
| 5.166, |
| 5.3146, |
| 5.4633, |
| 5.6119, |
| 5.7605, |
| 5.9091, |
| 6.0578, |
| 6.2064, |
| 6.355 |
| ], |
| "counts": [ |
| 1, |
| 2, |
| 1, |
| 10, |
| 8, |
| 12, |
| 19, |
| 28, |
| 45, |
| 47, |
| 63, |
| 82, |
| 81, |
| 134, |
| 165, |
| 177, |
| 221, |
| 235, |
| 264, |
| 268, |
| 285, |
| 289, |
| 282, |
| 239, |
| 231, |
| 201, |
| 190, |
| 146, |
| 142, |
| 97, |
| 93, |
| 77, |
| 71, |
| 51, |
| 37, |
| 21, |
| 19, |
| 15, |
| 13, |
| 6 |
| ], |
| "min": 0.41, |
| "max": 6.355, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f07", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 32: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.352 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.15 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.487 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.782 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.419 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.487 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.453 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.851 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.99 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.126 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.234 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.963 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.888 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.108 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.237 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.523 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 2, |
| 3, |
| 8, |
| 11, |
| 12 |
| ], |
| "score": 6.449 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 7, |
| 8, |
| 11, |
| 12 |
| ], |
| "score": 5.498, |
| "approx_ratio": 0.8525, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 7, |
| 8, |
| 9 |
| ], |
| "score": 5.828, |
| "approx_ratio": 0.9037, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.316, |
| 0.4693, |
| 0.6227, |
| 0.776, |
| 0.9293, |
| 1.0826, |
| 1.236, |
| 1.3893, |
| 1.5426, |
| 1.6959, |
| 1.8492, |
| 2.0026, |
| 2.1559, |
| 2.3092, |
| 2.4626, |
| 2.6159, |
| 2.7692, |
| 2.9225, |
| 3.0758, |
| 3.2292, |
| 3.3825, |
| 3.5358, |
| 3.6892, |
| 3.8425, |
| 3.9958, |
| 4.1491, |
| 4.3024, |
| 4.4558, |
| 4.6091, |
| 4.7624, |
| 4.9157, |
| 5.0691, |
| 5.2224, |
| 5.3757, |
| 5.529, |
| 5.6824, |
| 5.8357, |
| 5.989, |
| 6.1423, |
| 6.2957, |
| 6.449 |
| ], |
| "counts": [ |
| 1, |
| 3, |
| 6, |
| 16, |
| 25, |
| 32, |
| 30, |
| 47, |
| 98, |
| 103, |
| 113, |
| 131, |
| 194, |
| 205, |
| 248, |
| 264, |
| 219, |
| 226, |
| 283, |
| 241, |
| 246, |
| 228, |
| 227, |
| 222, |
| 183, |
| 150, |
| 143, |
| 138, |
| 96, |
| 66, |
| 56, |
| 44, |
| 28, |
| 20, |
| 6, |
| 9, |
| 8, |
| 6, |
| 4, |
| 3 |
| ], |
| "min": 0.316, |
| "max": 6.449, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f08", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 33: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.636 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.638 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.926 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.339 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.531 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.207 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.824 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.776 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.527 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.094 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.144 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.802 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.99 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.279 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.815 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.56 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 1, |
| 2, |
| 6, |
| 14 |
| ], |
| "score": 7.316 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 6, |
| 11, |
| 12, |
| 14 |
| ], |
| "score": 4.519, |
| "approx_ratio": 0.6177, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 1, |
| 2, |
| 6, |
| 8 |
| ], |
| "score": 6.696, |
| "approx_ratio": 0.9153, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.624, |
| 0.7913, |
| 0.9586, |
| 1.1259, |
| 1.2932, |
| 1.4605, |
| 1.6278, |
| 1.7951, |
| 1.9624, |
| 2.1297, |
| 2.297, |
| 2.4643, |
| 2.6316, |
| 2.7989, |
| 2.9662, |
| 3.1335, |
| 3.3008, |
| 3.4681, |
| 3.6354, |
| 3.8027, |
| 3.97, |
| 4.1373, |
| 4.3046, |
| 4.4719, |
| 4.6392, |
| 4.8065, |
| 4.9738, |
| 5.1411, |
| 5.3084, |
| 5.4757, |
| 5.643, |
| 5.8103, |
| 5.9776, |
| 6.1449, |
| 6.3122, |
| 6.4795, |
| 6.6468, |
| 6.8141, |
| 6.9814, |
| 7.1487, |
| 7.316 |
| ], |
| "counts": [ |
| 5, |
| 6, |
| 11, |
| 22, |
| 35, |
| 48, |
| 68, |
| 84, |
| 110, |
| 133, |
| 156, |
| 190, |
| 183, |
| 218, |
| 236, |
| 259, |
| 291, |
| 291, |
| 276, |
| 251, |
| 267, |
| 250, |
| 205, |
| 175, |
| 136, |
| 103, |
| 109, |
| 71, |
| 49, |
| 38, |
| 28, |
| 18, |
| 18, |
| 12, |
| 6, |
| 5, |
| 2, |
| 1, |
| 0, |
| 2 |
| ], |
| "min": 0.624, |
| "max": 7.316, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f09", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 34: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.955 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.171 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.282 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.227 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.699 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.936 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.789 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.897 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.585 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.618 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.477 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.369 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.662 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.541 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.675 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.291 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 3, |
| 5, |
| 6, |
| 12 |
| ], |
| "score": 6.732 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 4, |
| 5, |
| 6, |
| 7 |
| ], |
| "score": 4.971, |
| "approx_ratio": 0.7384, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 3, |
| 5, |
| 6, |
| 9, |
| 13 |
| ], |
| "score": 5.867, |
| "approx_ratio": 0.8715, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.411, |
| 0.569, |
| 0.727, |
| 0.8851, |
| 1.0431, |
| 1.2011, |
| 1.3592, |
| 1.5172, |
| 1.6752, |
| 1.8332, |
| 1.9913, |
| 2.1493, |
| 2.3073, |
| 2.4653, |
| 2.6234, |
| 2.7814, |
| 2.9394, |
| 3.0974, |
| 3.2555, |
| 3.4135, |
| 3.5715, |
| 3.7295, |
| 3.8876, |
| 4.0456, |
| 4.2036, |
| 4.3616, |
| 4.5197, |
| 4.6777, |
| 4.8357, |
| 4.9937, |
| 5.1518, |
| 5.3098, |
| 5.4678, |
| 5.6258, |
| 5.7839, |
| 5.9419, |
| 6.0999, |
| 6.2579, |
| 6.416, |
| 6.574, |
| 6.732 |
| ], |
| "counts": [ |
| 3, |
| 2, |
| 1, |
| 5, |
| 5, |
| 9, |
| 19, |
| 43, |
| 50, |
| 56, |
| 65, |
| 118, |
| 137, |
| 161, |
| 208, |
| 227, |
| 263, |
| 317, |
| 312, |
| 325, |
| 324, |
| 293, |
| 296, |
| 250, |
| 212, |
| 168, |
| 139, |
| 98, |
| 78, |
| 52, |
| 55, |
| 28, |
| 14, |
| 11, |
| 9, |
| 4, |
| 3, |
| 5, |
| 2, |
| 1 |
| ], |
| "min": 0.411, |
| "max": 6.732, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f10", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 35: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.522 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.517 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.773 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.259 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.216 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.211 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.241 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.219 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.857 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.124 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.566 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.513 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.394 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.19 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.653 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.739 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 1, |
| 2, |
| 8, |
| 15 |
| ], |
| "score": 7.171 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 8, |
| 10, |
| 14, |
| 15 |
| ], |
| "score": 2.908, |
| "approx_ratio": 0.4055, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 1, |
| 2, |
| 5, |
| 8 |
| ], |
| "score": 5.788, |
| "approx_ratio": 0.8071, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.627, |
| -0.4321, |
| -0.2371, |
| -0.0422, |
| 0.1528, |
| 0.3478, |
| 0.5427, |
| 0.7377, |
| 0.9326, |
| 1.1276, |
| 1.3225, |
| 1.5175, |
| 1.7124, |
| 1.9074, |
| 2.1023, |
| 2.2973, |
| 2.4922, |
| 2.6872, |
| 2.8821, |
| 3.0771, |
| 3.272, |
| 3.467, |
| 3.6619, |
| 3.8569, |
| 4.0518, |
| 4.2468, |
| 4.4417, |
| 4.6367, |
| 4.8316, |
| 5.0266, |
| 5.2215, |
| 5.4165, |
| 5.6114, |
| 5.8064, |
| 6.0013, |
| 6.1963, |
| 6.3912, |
| 6.5862, |
| 6.7811, |
| 6.9761, |
| 7.171 |
| ], |
| "counts": [ |
| 1, |
| 3, |
| 12, |
| 18, |
| 31, |
| 47, |
| 61, |
| 102, |
| 125, |
| 153, |
| 211, |
| 256, |
| 241, |
| 278, |
| 298, |
| 269, |
| 332, |
| 275, |
| 262, |
| 245, |
| 266, |
| 182, |
| 149, |
| 153, |
| 115, |
| 81, |
| 67, |
| 56, |
| 25, |
| 16, |
| 13, |
| 6, |
| 7, |
| 6, |
| 2, |
| 2, |
| 1, |
| 0, |
| 0, |
| 1 |
| ], |
| "min": -0.627, |
| "max": 7.171, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f11", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 36: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.932 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.698 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.258 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.264 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.392 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.106 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.155 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.879 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.885 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.327 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.115 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.51 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.157 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.357 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.176 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.325 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 1, |
| 3, |
| 5, |
| 8 |
| ], |
| "score": 5.68 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 1, |
| 7, |
| 8, |
| 11 |
| ], |
| "score": 3.311, |
| "approx_ratio": 0.5829, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 4, |
| 5, |
| 7, |
| 8 |
| ], |
| "score": 4.399, |
| "approx_ratio": 0.7745, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -1.175, |
| -1.0036, |
| -0.8322, |
| -0.6609, |
| -0.4895, |
| -0.3181, |
| -0.1467, |
| 0.0246, |
| 0.196, |
| 0.3674, |
| 0.5388, |
| 0.7101, |
| 0.8815, |
| 1.0529, |
| 1.2243, |
| 1.3956, |
| 1.567, |
| 1.7384, |
| 1.9098, |
| 2.0811, |
| 2.2525, |
| 2.4239, |
| 2.5953, |
| 2.7666, |
| 2.938, |
| 3.1094, |
| 3.2808, |
| 3.4521, |
| 3.6235, |
| 3.7949, |
| 3.9663, |
| 4.1376, |
| 4.309, |
| 4.4804, |
| 4.6517, |
| 4.8231, |
| 4.9945, |
| 5.1659, |
| 5.3373, |
| 5.5086, |
| 5.68 |
| ], |
| "counts": [ |
| 2, |
| 2, |
| 0, |
| 6, |
| 4, |
| 9, |
| 10, |
| 22, |
| 21, |
| 34, |
| 68, |
| 95, |
| 111, |
| 175, |
| 190, |
| 225, |
| 246, |
| 248, |
| 287, |
| 286, |
| 315, |
| 317, |
| 287, |
| 256, |
| 244, |
| 190, |
| 180, |
| 129, |
| 104, |
| 88, |
| 69, |
| 48, |
| 33, |
| 20, |
| 15, |
| 13, |
| 6, |
| 7, |
| 3, |
| 3 |
| ], |
| "min": -1.175, |
| "max": 5.68, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f12", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 37: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.881 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.468 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.334 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.6 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.071 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.565 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.926 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.495 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.739 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.712 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.705 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.186 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.566 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.25 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.701 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.118 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 6, |
| 8, |
| 10, |
| 11, |
| 15 |
| ], |
| "score": 6.138 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 6, |
| 8, |
| 9, |
| 10 |
| ], |
| "score": 4.297, |
| "approx_ratio": 0.7001, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 8, |
| 10, |
| 11, |
| 15 |
| ], |
| "score": 5.456, |
| "approx_ratio": 0.8889, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.437, |
| 0.5795, |
| 0.722, |
| 0.8646, |
| 1.0071, |
| 1.1496, |
| 1.2921, |
| 1.4347, |
| 1.5772, |
| 1.7197, |
| 1.8622, |
| 2.0048, |
| 2.1473, |
| 2.2898, |
| 2.4323, |
| 2.5749, |
| 2.7174, |
| 2.8599, |
| 3.0024, |
| 3.145, |
| 3.2875, |
| 3.43, |
| 3.5725, |
| 3.7151, |
| 3.8576, |
| 4.0001, |
| 4.1426, |
| 4.2852, |
| 4.4277, |
| 4.5702, |
| 4.7127, |
| 4.8553, |
| 4.9978, |
| 5.1403, |
| 5.2828, |
| 5.4254, |
| 5.5679, |
| 5.7104, |
| 5.8529, |
| 5.9955, |
| 6.138 |
| ], |
| "counts": [ |
| 4, |
| 5, |
| 9, |
| 9, |
| 23, |
| 21, |
| 32, |
| 39, |
| 48, |
| 64, |
| 88, |
| 103, |
| 138, |
| 171, |
| 209, |
| 214, |
| 219, |
| 282, |
| 257, |
| 244, |
| 290, |
| 296, |
| 279, |
| 252, |
| 212, |
| 174, |
| 159, |
| 112, |
| 98, |
| 71, |
| 73, |
| 47, |
| 27, |
| 28, |
| 23, |
| 20, |
| 10, |
| 6, |
| 8, |
| 4 |
| ], |
| "min": 0.437, |
| "max": 6.138, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f13", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 38: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.934 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.732 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.681 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.872 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.401 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.184 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.422 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.989 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.652 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.936 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.487 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.863 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.454 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.283 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.198 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.516 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 9, |
| 10, |
| 12, |
| 14 |
| ], |
| "score": 7.511 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 3, |
| 7, |
| 9, |
| 11 |
| ], |
| "score": 5.96, |
| "approx_ratio": 0.7935, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 4, |
| 7, |
| 8, |
| 15 |
| ], |
| "score": 7.179, |
| "approx_ratio": 0.9558, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 1.499, |
| 1.6493, |
| 1.7996, |
| 1.9499, |
| 2.1002, |
| 2.2505, |
| 2.4008, |
| 2.5511, |
| 2.7014, |
| 2.8517, |
| 3.002, |
| 3.1523, |
| 3.3026, |
| 3.4529, |
| 3.6032, |
| 3.7535, |
| 3.9038, |
| 4.0541, |
| 4.2044, |
| 4.3547, |
| 4.505, |
| 4.6553, |
| 4.8056, |
| 4.9559, |
| 5.1062, |
| 5.2565, |
| 5.4068, |
| 5.5571, |
| 5.7074, |
| 5.8577, |
| 6.008, |
| 6.1583, |
| 6.3086, |
| 6.4589, |
| 6.6092, |
| 6.7595, |
| 6.9098, |
| 7.0601, |
| 7.2104, |
| 7.3607, |
| 7.511 |
| ], |
| "counts": [ |
| 5, |
| 9, |
| 35, |
| 39, |
| 56, |
| 69, |
| 74, |
| 92, |
| 113, |
| 157, |
| 148, |
| 161, |
| 212, |
| 244, |
| 234, |
| 229, |
| 232, |
| 220, |
| 229, |
| 207, |
| 239, |
| 177, |
| 187, |
| 186, |
| 154, |
| 121, |
| 104, |
| 89, |
| 67, |
| 79, |
| 56, |
| 36, |
| 38, |
| 21, |
| 17, |
| 11, |
| 6, |
| 3, |
| 6, |
| 6 |
| ], |
| "min": 1.499, |
| "max": 7.511, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f14", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 39: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.854 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.299 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.075 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.464 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.851 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.121 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.654 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.934 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.208 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.286 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.967 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.338 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.111 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.106 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.879 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.313 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 6, |
| 7, |
| 10, |
| 14 |
| ], |
| "score": 7.492 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 4, |
| 7, |
| 10, |
| 14 |
| ], |
| "score": 6.22, |
| "approx_ratio": 0.8302, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 2, |
| 6, |
| 7, |
| 10, |
| 14 |
| ], |
| "score": 6.43, |
| "approx_ratio": 0.8582, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.528, |
| -0.3275, |
| -0.127, |
| 0.0735, |
| 0.274, |
| 0.4745, |
| 0.675, |
| 0.8755, |
| 1.076, |
| 1.2765, |
| 1.477, |
| 1.6775, |
| 1.878, |
| 2.0785, |
| 2.279, |
| 2.4795, |
| 2.68, |
| 2.8805, |
| 3.081, |
| 3.2815, |
| 3.482, |
| 3.6825, |
| 3.883, |
| 4.0835, |
| 4.284, |
| 4.4845, |
| 4.685, |
| 4.8855, |
| 5.086, |
| 5.2865, |
| 5.487, |
| 5.6875, |
| 5.888, |
| 6.0885, |
| 6.289, |
| 6.4895, |
| 6.69, |
| 6.8905, |
| 7.091, |
| 7.2915, |
| 7.492 |
| ], |
| "counts": [ |
| 3, |
| 1, |
| 7, |
| 17, |
| 27, |
| 40, |
| 42, |
| 64, |
| 83, |
| 85, |
| 134, |
| 154, |
| 196, |
| 238, |
| 292, |
| 277, |
| 337, |
| 290, |
| 294, |
| 315, |
| 257, |
| 238, |
| 211, |
| 202, |
| 148, |
| 106, |
| 89, |
| 57, |
| 40, |
| 37, |
| 36, |
| 19, |
| 10, |
| 8, |
| 8, |
| 1, |
| 2, |
| 2, |
| 0, |
| 1 |
| ], |
| "min": -0.528, |
| "max": 7.492, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f15", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 40: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.212 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.365 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.42 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.618 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.131 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.353 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.911 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.711 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.058 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.567 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.726 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.969 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.355 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.797 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.063 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.912 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 4, |
| 9, |
| 10, |
| 13, |
| 14 |
| ], |
| "score": 5.9 |
| }, |
| "greedy": { |
| "subset": [ |
| 6, |
| 10, |
| 11, |
| 13, |
| 15 |
| ], |
| "score": 4.787, |
| "approx_ratio": 0.8114, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 3, |
| 6, |
| 11, |
| 13 |
| ], |
| "score": 5.414, |
| "approx_ratio": 0.9176, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.049, |
| 0.0997, |
| 0.2484, |
| 0.3972, |
| 0.5459, |
| 0.6946, |
| 0.8434, |
| 0.9921, |
| 1.1408, |
| 1.2895, |
| 1.4383, |
| 1.587, |
| 1.7357, |
| 1.8844, |
| 2.0332, |
| 2.1819, |
| 2.3306, |
| 2.4793, |
| 2.6281, |
| 2.7768, |
| 2.9255, |
| 3.0742, |
| 3.223, |
| 3.3717, |
| 3.5204, |
| 3.6691, |
| 3.8179, |
| 3.9666, |
| 4.1153, |
| 4.264, |
| 4.4127, |
| 4.5615, |
| 4.7102, |
| 4.8589, |
| 5.0077, |
| 5.1564, |
| 5.3051, |
| 5.4538, |
| 5.6026, |
| 5.7513, |
| 5.9 |
| ], |
| "counts": [ |
| 1, |
| 1, |
| 0, |
| 4, |
| 2, |
| 6, |
| 8, |
| 6, |
| 11, |
| 26, |
| 40, |
| 53, |
| 81, |
| 102, |
| 124, |
| 157, |
| 178, |
| 217, |
| 239, |
| 283, |
| 292, |
| 331, |
| 285, |
| 287, |
| 301, |
| 255, |
| 205, |
| 197, |
| 191, |
| 141, |
| 97, |
| 73, |
| 43, |
| 53, |
| 30, |
| 17, |
| 15, |
| 7, |
| 6, |
| 3 |
| ], |
| "min": -0.049, |
| "max": 5.9, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f16", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 41: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.485 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.246 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.512 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.18 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.293 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.236 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.26 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.606 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.598 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.252 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.94 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.846 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.396 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.985 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.343 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.464 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 4, |
| 11, |
| 12, |
| 13, |
| 15 |
| ], |
| "score": 6.224 |
| }, |
| "greedy": { |
| "subset": [ |
| 7, |
| 8, |
| 10, |
| 11, |
| 13 |
| ], |
| "score": 4.249, |
| "approx_ratio": 0.6827, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 4, |
| 11, |
| 13, |
| 14, |
| 15 |
| ], |
| "score": 5.205, |
| "approx_ratio": 0.8363, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.112, |
| 0.0464, |
| 0.2048, |
| 0.3632, |
| 0.5216, |
| 0.68, |
| 0.8384, |
| 0.9968, |
| 1.1552, |
| 1.3136, |
| 1.472, |
| 1.6304, |
| 1.7888, |
| 1.9472, |
| 2.1056, |
| 2.264, |
| 2.4224, |
| 2.5808, |
| 2.7392, |
| 2.8976, |
| 3.056, |
| 3.2144, |
| 3.3728, |
| 3.5312, |
| 3.6896, |
| 3.848, |
| 4.0064, |
| 4.1648, |
| 4.3232, |
| 4.4816, |
| 4.64, |
| 4.7984, |
| 4.9568, |
| 5.1152, |
| 5.2736, |
| 5.432, |
| 5.5904, |
| 5.7488, |
| 5.9072, |
| 6.0656, |
| 6.224 |
| ], |
| "counts": [ |
| 4, |
| 4, |
| 6, |
| 9, |
| 12, |
| 23, |
| 34, |
| 47, |
| 80, |
| 105, |
| 123, |
| 170, |
| 180, |
| 238, |
| 250, |
| 259, |
| 271, |
| 302, |
| 292, |
| 292, |
| 270, |
| 241, |
| 220, |
| 197, |
| 153, |
| 153, |
| 126, |
| 89, |
| 70, |
| 50, |
| 32, |
| 24, |
| 11, |
| 11, |
| 7, |
| 7, |
| 1, |
| 2, |
| 1, |
| 2 |
| ], |
| "min": -0.112, |
| "max": 6.224, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f17", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 42: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.992 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.487 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.746 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.629 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.385 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.41 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.88 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.516 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.968 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.792 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.417 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.273 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.494 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.181 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.663 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.181 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 8, |
| 10, |
| 13, |
| 14 |
| ], |
| "score": 5.953 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 2, |
| 6, |
| 8, |
| 9 |
| ], |
| "score": 3.954, |
| "approx_ratio": 0.6642, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 5, |
| 9, |
| 12 |
| ], |
| "score": 5.684, |
| "approx_ratio": 0.9548, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.065, |
| 0.0854, |
| 0.2359, |
| 0.3863, |
| 0.5368, |
| 0.6872, |
| 0.8377, |
| 0.9882, |
| 1.1386, |
| 1.2891, |
| 1.4395, |
| 1.59, |
| 1.7404, |
| 1.8909, |
| 2.0413, |
| 2.1917, |
| 2.3422, |
| 2.4927, |
| 2.6431, |
| 2.7936, |
| 2.944, |
| 3.0945, |
| 3.2449, |
| 3.3954, |
| 3.5458, |
| 3.6963, |
| 3.8467, |
| 3.9972, |
| 4.1476, |
| 4.2981, |
| 4.4485, |
| 4.599, |
| 4.7494, |
| 4.8999, |
| 5.0503, |
| 5.2008, |
| 5.3512, |
| 5.5017, |
| 5.6521, |
| 5.8026, |
| 5.953 |
| ], |
| "counts": [ |
| 1, |
| 2, |
| 2, |
| 3, |
| 6, |
| 10, |
| 18, |
| 23, |
| 30, |
| 43, |
| 52, |
| 94, |
| 98, |
| 137, |
| 176, |
| 223, |
| 243, |
| 273, |
| 304, |
| 303, |
| 305, |
| 304, |
| 261, |
| 245, |
| 235, |
| 191, |
| 188, |
| 144, |
| 129, |
| 87, |
| 74, |
| 50, |
| 42, |
| 29, |
| 25, |
| 7, |
| 4, |
| 4, |
| 2, |
| 1 |
| ], |
| "min": -0.065, |
| "max": 5.953, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f18", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 43: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.659 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.925 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.333 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.182 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.932 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.392 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.565 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.298 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.367 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.458 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.159 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.879 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.549 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.056 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.208 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.941 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 4, |
| 7, |
| 11, |
| 13 |
| ], |
| "score": 6.699 |
| }, |
| "greedy": { |
| "subset": [ |
| 0, |
| 1, |
| 4, |
| 11, |
| 15 |
| ], |
| "score": 4.435, |
| "approx_ratio": 0.662, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 1, |
| 9, |
| 11, |
| 13 |
| ], |
| "score": 6.503, |
| "approx_ratio": 0.9707, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.519, |
| -0.3386, |
| -0.1581, |
| 0.0223, |
| 0.2028, |
| 0.3832, |
| 0.5637, |
| 0.7442, |
| 0.9246, |
| 1.1051, |
| 1.2855, |
| 1.466, |
| 1.6464, |
| 1.8269, |
| 2.0073, |
| 2.1878, |
| 2.3682, |
| 2.5487, |
| 2.7291, |
| 2.9096, |
| 3.09, |
| 3.2705, |
| 3.4509, |
| 3.6314, |
| 3.8118, |
| 3.9923, |
| 4.1727, |
| 4.3532, |
| 4.5336, |
| 4.7141, |
| 4.8945, |
| 5.075, |
| 5.2554, |
| 5.4359, |
| 5.6163, |
| 5.7968, |
| 5.9772, |
| 6.1577, |
| 6.3381, |
| 6.5186, |
| 6.699 |
| ], |
| "counts": [ |
| 1, |
| 0, |
| 0, |
| 2, |
| 4, |
| 2, |
| 10, |
| 14, |
| 17, |
| 14, |
| 34, |
| 50, |
| 63, |
| 111, |
| 127, |
| 178, |
| 206, |
| 244, |
| 279, |
| 297, |
| 318, |
| 315, |
| 305, |
| 290, |
| 273, |
| 214, |
| 212, |
| 174, |
| 145, |
| 122, |
| 106, |
| 79, |
| 52, |
| 42, |
| 20, |
| 23, |
| 12, |
| 4, |
| 6, |
| 3 |
| ], |
| "min": -0.519, |
| "max": 6.699, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f19", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 44: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.574 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.315 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.22 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.655 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.848 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.268 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.348 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.521 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.62 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.176 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.144 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.253 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.987 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.339 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.064 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.895 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 3, |
| 4, |
| 5, |
| 13 |
| ], |
| "score": 6.376 |
| }, |
| "greedy": { |
| "subset": [ |
| 3, |
| 4, |
| 8, |
| 12, |
| 15 |
| ], |
| "score": 4.919, |
| "approx_ratio": 0.7715, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 3, |
| 4, |
| 5, |
| 13 |
| ], |
| "score": 6.376, |
| "approx_ratio": 1.0, |
| "exact_match": true, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.473, |
| -0.3018, |
| -0.1306, |
| 0.0407, |
| 0.2119, |
| 0.3831, |
| 0.5544, |
| 0.7256, |
| 0.8968, |
| 1.068, |
| 1.2392, |
| 1.4105, |
| 1.5817, |
| 1.7529, |
| 1.9242, |
| 2.0954, |
| 2.2666, |
| 2.4378, |
| 2.609, |
| 2.7803, |
| 2.9515, |
| 3.1227, |
| 3.294, |
| 3.4652, |
| 3.6364, |
| 3.8076, |
| 3.9789, |
| 4.1501, |
| 4.3213, |
| 4.4925, |
| 4.6638, |
| 4.835, |
| 5.0062, |
| 5.1774, |
| 5.3487, |
| 5.5199, |
| 5.6911, |
| 5.8623, |
| 6.0336, |
| 6.2048, |
| 6.376 |
| ], |
| "counts": [ |
| 1, |
| 4, |
| 6, |
| 7, |
| 13, |
| 21, |
| 36, |
| 45, |
| 63, |
| 90, |
| 100, |
| 133, |
| 167, |
| 181, |
| 207, |
| 221, |
| 226, |
| 288, |
| 301, |
| 225, |
| 272, |
| 258, |
| 235, |
| 210, |
| 202, |
| 160, |
| 142, |
| 142, |
| 110, |
| 88, |
| 53, |
| 44, |
| 39, |
| 29, |
| 21, |
| 14, |
| 6, |
| 5, |
| 2, |
| 1 |
| ], |
| "min": -0.473, |
| "max": 6.376, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f20", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 45: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.546 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.623 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.825 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.25 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.44 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.398 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.278 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.212 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.428 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.668 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.323 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.77 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.394 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.587 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.206 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.153 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 2, |
| 5, |
| 9, |
| 13 |
| ], |
| "score": 5.54 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 2, |
| 9, |
| 11, |
| 13 |
| ], |
| "score": 5.07, |
| "approx_ratio": 0.9152, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 2, |
| 8, |
| 9, |
| 13 |
| ], |
| "score": 5.449, |
| "approx_ratio": 0.9836, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.496, |
| 0.6221, |
| 0.7482, |
| 0.8743, |
| 1.0004, |
| 1.1265, |
| 1.2526, |
| 1.3787, |
| 1.5048, |
| 1.6309, |
| 1.757, |
| 1.8831, |
| 2.0092, |
| 2.1353, |
| 2.2614, |
| 2.3875, |
| 2.5136, |
| 2.6397, |
| 2.7658, |
| 2.8919, |
| 3.018, |
| 3.1441, |
| 3.2702, |
| 3.3963, |
| 3.5224, |
| 3.6485, |
| 3.7746, |
| 3.9007, |
| 4.0268, |
| 4.1529, |
| 4.279, |
| 4.4051, |
| 4.5312, |
| 4.6573, |
| 4.7834, |
| 4.9095, |
| 5.0356, |
| 5.1617, |
| 5.2878, |
| 5.4139, |
| 5.54 |
| ], |
| "counts": [ |
| 2, |
| 4, |
| 5, |
| 13, |
| 24, |
| 41, |
| 54, |
| 100, |
| 118, |
| 163, |
| 189, |
| 212, |
| 250, |
| 274, |
| 288, |
| 303, |
| 282, |
| 281, |
| 292, |
| 260, |
| 222, |
| 199, |
| 184, |
| 137, |
| 118, |
| 77, |
| 71, |
| 50, |
| 52, |
| 24, |
| 24, |
| 12, |
| 13, |
| 13, |
| 8, |
| 2, |
| 4, |
| 1, |
| 0, |
| 2 |
| ], |
| "min": 0.496, |
| "max": 5.54, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f21", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 46: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.403 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.856 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.778 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.44 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.948 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.337 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.219 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.848 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.193 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.868 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.088 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.122 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.915 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.06 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.379 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.652 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 0, |
| 1, |
| 4, |
| 7, |
| 15 |
| ], |
| "score": 6.713 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 4, |
| 7, |
| 9, |
| 12 |
| ], |
| "score": 5.746, |
| "approx_ratio": 0.856, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 2, |
| 11, |
| 12, |
| 13 |
| ], |
| "score": 6.161, |
| "approx_ratio": 0.9178, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.049, |
| 0.12, |
| 0.2891, |
| 0.4582, |
| 0.6272, |
| 0.7962, |
| 0.9653, |
| 1.1343, |
| 1.3034, |
| 1.4724, |
| 1.6415, |
| 1.8105, |
| 1.9796, |
| 2.1486, |
| 2.3177, |
| 2.4867, |
| 2.6558, |
| 2.8248, |
| 2.9939, |
| 3.1629, |
| 3.332, |
| 3.501, |
| 3.6701, |
| 3.8391, |
| 4.0082, |
| 4.1772, |
| 4.3463, |
| 4.5153, |
| 4.6844, |
| 4.8534, |
| 5.0225, |
| 5.1915, |
| 5.3606, |
| 5.5296, |
| 5.6987, |
| 5.8677, |
| 6.0368, |
| 6.2058, |
| 6.3749, |
| 6.5439, |
| 6.713 |
| ], |
| "counts": [ |
| 4, |
| 4, |
| 12, |
| 7, |
| 14, |
| 32, |
| 41, |
| 46, |
| 56, |
| 82, |
| 90, |
| 143, |
| 162, |
| 198, |
| 217, |
| 250, |
| 241, |
| 270, |
| 257, |
| 282, |
| 257, |
| 226, |
| 225, |
| 192, |
| 197, |
| 160, |
| 144, |
| 121, |
| 114, |
| 64, |
| 71, |
| 53, |
| 41, |
| 34, |
| 31, |
| 15, |
| 9, |
| 3, |
| 1, |
| 2 |
| ], |
| "min": -0.049, |
| "max": 6.713, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f22", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 47: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.136 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.529 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.736 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.696 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.451 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.119 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.517 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.34 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.729 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.237 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.757 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.093 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.16 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.335 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.057 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.79 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 6, |
| 8, |
| 9, |
| 10, |
| 13 |
| ], |
| "score": 5.839 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 3, |
| 8, |
| 10, |
| 15 |
| ], |
| "score": 3.555, |
| "approx_ratio": 0.6088, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 2, |
| 10, |
| 11, |
| 13 |
| ], |
| "score": 5.762, |
| "approx_ratio": 0.9868, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| -0.222, |
| -0.0705, |
| 0.0811, |
| 0.2326, |
| 0.3841, |
| 0.5356, |
| 0.6872, |
| 0.8387, |
| 0.9902, |
| 1.1417, |
| 1.2933, |
| 1.4448, |
| 1.5963, |
| 1.7478, |
| 1.8994, |
| 2.0509, |
| 2.2024, |
| 2.3539, |
| 2.5054, |
| 2.657, |
| 2.8085, |
| 2.96, |
| 3.1115, |
| 3.2631, |
| 3.4146, |
| 3.5661, |
| 3.7176, |
| 3.8692, |
| 4.0207, |
| 4.1722, |
| 4.3238, |
| 4.4753, |
| 4.6268, |
| 4.7783, |
| 4.9299, |
| 5.0814, |
| 5.2329, |
| 5.3844, |
| 5.536, |
| 5.6875, |
| 5.839 |
| ], |
| "counts": [ |
| 2, |
| 0, |
| 6, |
| 10, |
| 10, |
| 27, |
| 31, |
| 71, |
| 76, |
| 106, |
| 112, |
| 144, |
| 159, |
| 171, |
| 239, |
| 221, |
| 249, |
| 244, |
| 249, |
| 278, |
| 253, |
| 237, |
| 227, |
| 209, |
| 195, |
| 168, |
| 132, |
| 105, |
| 81, |
| 85, |
| 71, |
| 52, |
| 40, |
| 37, |
| 21, |
| 16, |
| 12, |
| 10, |
| 6, |
| 6 |
| ], |
| "min": -0.222, |
| "max": 5.839, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f23", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 48: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.097 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.922 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.932 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.741 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.264 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.613 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.878 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.25 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.072 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.852 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.294 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.851 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.955 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.814 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.487 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.231 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 8, |
| 11, |
| 12, |
| 13 |
| ], |
| "score": 6.848 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 2, |
| 6, |
| 9, |
| 12 |
| ], |
| "score": 5.234, |
| "approx_ratio": 0.7643, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 2, |
| 11, |
| 12, |
| 13 |
| ], |
| "score": 6.336, |
| "approx_ratio": 0.9252, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.012, |
| 0.1829, |
| 0.3538, |
| 0.5247, |
| 0.6956, |
| 0.8665, |
| 1.0374, |
| 1.2083, |
| 1.3792, |
| 1.5501, |
| 1.721, |
| 1.8919, |
| 2.0628, |
| 2.2337, |
| 2.4046, |
| 2.5755, |
| 2.7464, |
| 2.9173, |
| 3.0882, |
| 3.2591, |
| 3.43, |
| 3.6009, |
| 3.7718, |
| 3.9427, |
| 4.1136, |
| 4.2845, |
| 4.4554, |
| 4.6263, |
| 4.7972, |
| 4.9681, |
| 5.139, |
| 5.3099, |
| 5.4808, |
| 5.6517, |
| 5.8226, |
| 5.9935, |
| 6.1644, |
| 6.3353, |
| 6.5062, |
| 6.6771, |
| 6.848 |
| ], |
| "counts": [ |
| 2, |
| 2, |
| 10, |
| 13, |
| 11, |
| 26, |
| 41, |
| 35, |
| 60, |
| 80, |
| 127, |
| 123, |
| 139, |
| 182, |
| 234, |
| 245, |
| 262, |
| 261, |
| 296, |
| 277, |
| 249, |
| 234, |
| 250, |
| 200, |
| 193, |
| 150, |
| 133, |
| 98, |
| 118, |
| 73, |
| 65, |
| 50, |
| 42, |
| 29, |
| 19, |
| 18, |
| 11, |
| 6, |
| 3, |
| 1 |
| ], |
| "min": 0.012, |
| "max": 6.848, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f24", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 49: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.394 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.484 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.981 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.486 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.875 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.225 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.522 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.871 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.684 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.238 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.269 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.332 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.869 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.176 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.203 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.602 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 4, |
| 6, |
| 8, |
| 12 |
| ], |
| "score": 7.171 |
| }, |
| "greedy": { |
| "subset": [ |
| 2, |
| 4, |
| 7, |
| 8, |
| 12 |
| ], |
| "score": 5.788, |
| "approx_ratio": 0.8071, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 1, |
| 4, |
| 6, |
| 8, |
| 10 |
| ], |
| "score": 6.572, |
| "approx_ratio": 0.9165, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.207, |
| 0.3811, |
| 0.5552, |
| 0.7293, |
| 0.9034, |
| 1.0775, |
| 1.2516, |
| 1.4257, |
| 1.5998, |
| 1.7739, |
| 1.948, |
| 2.1221, |
| 2.2962, |
| 2.4703, |
| 2.6444, |
| 2.8185, |
| 2.9926, |
| 3.1667, |
| 3.3408, |
| 3.5149, |
| 3.689, |
| 3.8631, |
| 4.0372, |
| 4.2113, |
| 4.3854, |
| 4.5595, |
| 4.7336, |
| 4.9077, |
| 5.0818, |
| 5.2559, |
| 5.43, |
| 5.6041, |
| 5.7782, |
| 5.9523, |
| 6.1264, |
| 6.3005, |
| 6.4746, |
| 6.6487, |
| 6.8228, |
| 6.9969, |
| 7.171 |
| ], |
| "counts": [ |
| 3, |
| 1, |
| 5, |
| 7, |
| 19, |
| 34, |
| 33, |
| 67, |
| 101, |
| 134, |
| 146, |
| 179, |
| 208, |
| 246, |
| 258, |
| 263, |
| 276, |
| 294, |
| 311, |
| 291, |
| 256, |
| 214, |
| 205, |
| 164, |
| 153, |
| 125, |
| 98, |
| 75, |
| 54, |
| 40, |
| 37, |
| 26, |
| 12, |
| 10, |
| 7, |
| 8, |
| 6, |
| 0, |
| 1, |
| 1 |
| ], |
| "min": 0.207, |
| "max": 7.171, |
| "n_subsets": 4368 |
| } |
| }, |
| { |
| "id": "f25", |
| "tier": "full", |
| "n_tools": 16, |
| "k": 5, |
| "description": "Task 50: choose the 5 most useful tools from 16 candidates (full pool).", |
| "tools": [ |
| { |
| "index": 0, |
| "name": "tool_00", |
| "weight": 0.703 |
| }, |
| { |
| "index": 1, |
| "name": "tool_01", |
| "weight": 0.731 |
| }, |
| { |
| "index": 2, |
| "name": "tool_02", |
| "weight": 0.364 |
| }, |
| { |
| "index": 3, |
| "name": "tool_03", |
| "weight": 0.489 |
| }, |
| { |
| "index": 4, |
| "name": "tool_04", |
| "weight": 0.555 |
| }, |
| { |
| "index": 5, |
| "name": "tool_05", |
| "weight": 0.795 |
| }, |
| { |
| "index": 6, |
| "name": "tool_06", |
| "weight": 0.817 |
| }, |
| { |
| "index": 7, |
| "name": "tool_07", |
| "weight": 0.267 |
| }, |
| { |
| "index": 8, |
| "name": "tool_08", |
| "weight": 0.137 |
| }, |
| { |
| "index": 9, |
| "name": "tool_09", |
| "weight": 0.507 |
| }, |
| { |
| "index": 10, |
| "name": "tool_10", |
| "weight": 0.4 |
| }, |
| { |
| "index": 11, |
| "name": "tool_11", |
| "weight": 0.228 |
| }, |
| { |
| "index": 12, |
| "name": "tool_12", |
| "weight": 0.76 |
| }, |
| { |
| "index": 13, |
| "name": "tool_13", |
| "weight": 0.676 |
| }, |
| { |
| "index": 14, |
| "name": "tool_14", |
| "weight": 0.993 |
| }, |
| { |
| "index": 15, |
| "name": "tool_15", |
| "weight": 0.534 |
| } |
| ], |
| "optimal": { |
| "subset": [ |
| 1, |
| 5, |
| 7, |
| 14, |
| 15 |
| ], |
| "score": 6.302 |
| }, |
| "greedy": { |
| "subset": [ |
| 1, |
| 5, |
| 6, |
| 12, |
| 14 |
| ], |
| "score": 5.467, |
| "approx_ratio": 0.8675, |
| "exact_match": false |
| }, |
| "qaoa": { |
| "subset": [ |
| 0, |
| 1, |
| 5, |
| 7, |
| 14 |
| ], |
| "score": 5.806, |
| "approx_ratio": 0.9213, |
| "exact_match": false, |
| "p": 4, |
| "steps": 160, |
| "seed": 0 |
| }, |
| "score_hist": { |
| "bin_edges": [ |
| 0.535, |
| 0.6792, |
| 0.8234, |
| 0.9675, |
| 1.1117, |
| 1.2559, |
| 1.4001, |
| 1.5442, |
| 1.6884, |
| 1.8326, |
| 1.9768, |
| 2.1209, |
| 2.2651, |
| 2.4093, |
| 2.5535, |
| 2.6976, |
| 2.8418, |
| 2.986, |
| 3.1302, |
| 3.2743, |
| 3.4185, |
| 3.5627, |
| 3.7069, |
| 3.851, |
| 3.9952, |
| 4.1394, |
| 4.2835, |
| 4.4277, |
| 4.5719, |
| 4.7161, |
| 4.8603, |
| 5.0044, |
| 5.1486, |
| 5.2928, |
| 5.437, |
| 5.5811, |
| 5.7253, |
| 5.8695, |
| 6.0137, |
| 6.1578, |
| 6.302 |
| ], |
| "counts": [ |
| 1, |
| 2, |
| 5, |
| 9, |
| 14, |
| 33, |
| 49, |
| 59, |
| 91, |
| 118, |
| 157, |
| 174, |
| 220, |
| 234, |
| 242, |
| 243, |
| 302, |
| 264, |
| 266, |
| 279, |
| 277, |
| 196, |
| 205, |
| 177, |
| 144, |
| 116, |
| 107, |
| 99, |
| 66, |
| 55, |
| 46, |
| 28, |
| 30, |
| 15, |
| 9, |
| 13, |
| 11, |
| 4, |
| 4, |
| 4 |
| ], |
| "min": 0.535, |
| "max": 6.302, |
| "n_subsets": 4368 |
| } |
| } |
| ] |
| } |
|
|
