Ouput interpretation

[yhyu13]

Here is a sample output running game24 bfs.sh

Forgive my ignorance, how can we interpret new_ys, sol values, and choices? Thanks!

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functools.partial(<function gpt at 0x7f18d4f07250>, model='gpt-4', temperature=0.7) -- new_ys --: ('1 + 2 = 3 (left: 3 4 7)\n', '2 * 1 = 2 (left: 2 4 7)\n', '4 / 2 = 2 (left: 1 2 7)\n', '7 - 1 = 6 (left: 2 4 6)\n', '7 - 2 = 5 (left: 1 4 5)\n', '7 / 1 = 7 (left: 2 4 7)\n', '4 - 1 = 3 (left: 2 3 7)\n', '4 - 2 = 2 (left: 1 2 7)\n', '7 - 4 = 3 (left: 1 2 3)\n') -- sol values --: (3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 0.003) -- choices --: ['1 + 2 = 3 (left: 3 4 7)\n', '2 * 1 = 2 (left: 2 4 7)\n', '4 / 2 = 2 (left: 1 2 7)\n', '7 - 1 = 6 (left: 2 4 6)\n', '7 - 2 = 5 (left: 1 4 5)\n']

-- new_ys --: ('1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n', '7 - 1 = 6 (left: 2 4 6)\n2 + 4 = 6 (left: 6 6)\n', '1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n', '1 + 2 = 3 (left: 3 4 7)\n4 - 3 = 1 (left: 1 7)\n', '1 + 2 = 3 (left: 3 4 7)\n7 - 3 = 4 (left: 4 4)\n', '1 + 2 = 3 (left: 3 4 7)\n7 - 4 = 3 (left: 3 3)\n', '1 + 2 = 3 (left: 3 4 7)\n4 / 3 = 1.33 (left: 1.33 7)\n', '1 + 2 = 3 (left: 3 4 7)\n7 / 3 = 2.33 (left: 2.33 4)\n', '1 + 2 = 3 (left: 3 4 7)\n7 / 4 = 1.75 (left: 1.75 3)\n', '2 * 1 = 2 (left: 2 4 7)\n4 - 2 = 2 (left: 2 7)\n', '2 * 1 = 2 (left: 2 4 7)\n7 - 2 = 5 (left: 4 5)\n', '2 * 1 = 2 (left: 2 4 7)\n7 - 4 = 3 (left: 2 3)\n', '2 * 1 = 2 (left: 2 4 7)\n4 / 2 = 2 (left: 2 7)\n', '4 / 2 = 2 (left: 1 2 7)\n1 + 2 = 3 (left: 3 7)\n', '4 / 2 = 2 (left: 1 2 7)\n2 - 1 = 1 (left: 1 7)\n', '4 / 2 = 2 (left: 1 2 7)\n7 - 1 = 6 (left: 2 6)\n', '4 / 2 = 2 (left: 1 2 7)\n7 - 2 = 5 (left: 1 5)\n', '4 / 2 = 2 (left: 1 2 7)\n7 / 1 = 7 (left: 2 7)\n', '4 / 2 = 2 (left: 1 2 7)\n2 * 1 = 2 (left: 2 7)\n', '7 - 1 = 6 (left: 2 4 6)\n4 / 2 = 2 (left: 2 6)\n', '7 - 1 = 6 (left: 2 4 6)\n6 - 2 = 4 (left: 4 4)\n', '7 - 1 = 6 (left: 2 4 6)\n6 / 2 = 3 (left: 3 4)\n', '7 - 1 = 6 (left: 2 4 6)\n4 - 2 = 2 (left: 2 6)\n', '7 - 2 = 5 (left: 1 4 5)\n1 + 4 = 5 (left: 5 5)\n', '7 - 2 = 5 (left: 1 4 5)\n4 - 1 = 3 (left: 3 5)\n', '7 - 2 = 5 (left: 1 4 5)\n4 / 1 = 4 (left: 1 5)\n', '7 - 2 = 5 (left: 1 4 5)\n5 - 1 = 4 (left: 4 4)\n', '7 - 2 = 5 (left: 1 4 5)\n5 - 4 = 1 (left: 1 1)\n', '7 - 2 = 5 (left: 1 4 5)\n5 / 1 = 5 (left: 4 5)\n') -- sol values --: (1.002, 1.002, 1.002, 1.002, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003) -- choices --: ['1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n', '7 - 1 = 6 (left: 2 4 6)\n2 + 4 = 6 (left: 6 6)\n', '1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n']

-- new_ys --: ('1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n', '1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n12 - 7 = 5 (left: 5 7)\n', '1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n7 * 12 = 84 (left: 84)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n6 + 7 = 13 (left: 13)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n7 - 6 = 1 (left: 1)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n7 + 8 = 15 (left: 15)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n8 - 7 = 1 (left: 1)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n7 * 8 = 56 (left: 56)\n', '2 * 1 = 2 (left: 2 4 7)\n2 * 4 = 8 (left: 7 8)\n8 / 7 = 1.14 (left: 1.14)\n', '7 - 1 = 6 (left: 2 4 6)\n2 + 4 = 6 (left: 6 6)\n6 * 6 = 36 (left: 36)\n', '1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 * 7 = 49 (left: 49)\n', '1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n7 + 12 = 19 (left: 19)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n6 * 7 = 42 (left: 42)\n', '7 - 1 = 6 (left: 2 4 6)\n2 + 4 = 6 (left: 6 6)\n6 + 6 = 12 (left: 12)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n6 / 7 = 0.857 (left: 0.857)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n6 - 7 = -1 (left: -1)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n7 / 6 = 1.167 (left: 1.167)\n', '7 - 1 = 6 (left: 2 4 6)\n2 + 4 = 6 (left: 6 6)\n6 - 6 = 0 (left: 0)\n', '1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 - 7 = 0 (left: 0)\n') -- sol values --: (1.002, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.003, 0.002, 0.002, 0.002, 0.001, 0.0, 0.0, 0.0, 0.0) -- choices --: ['1 + 2 = 3 (left: 3 4 7)\n3 + 4 = 7 (left: 7 7)\n7 + 7 = 14 (left: 14)\n', '1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n12 - 7 = 5 (left: 5 7)\n', '1 + 2 = 3 (left: 3 4 7)\n3 * 4 = 12 (left: 7 12)\n7 * 12 = 84 (left: 84)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n6 + 7 = 13 (left: 13)\n', '2 * 1 = 2 (left: 2 4 7)\n2 + 4 = 6 (left: 6 7)\n7 - 6 = 1 (left: 1)\n']