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configs.py
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configs.py
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MAIN_OPS = ['+', '-', '*', '%', '/', '//', 'mod', 'round', 'remain', 'seq', 'frac', 'v+', 'v-', '3+', '3*']
ADDSUB_OPS = ['+', '-', 'round', '3+', 'v+', 'v-', 'seq']
MULTDIV_OPS = ['*', '%', '/', '//', 'mod', 'remain', 'frac', '3*']
ADD_OPS = ['+', '3+', 'v+', 'seq', 'round']
SUB_OPS = ['-', 'v-']
MULT_OPS = ['*', '3*', '%']
DIV_OPS = ['/', '//', 'mod', 'remain', 'frac']
MULTI_OPS = ['<', '>', 'prime', 'square', '2sum', 'multiple'] # eval only, not included in main
DESCRIPTION = {
'+': 'Addition',
'-': 'Subtraction',
'*': 'Multiplication',
'/': 'Division',
'//': 'Floor division',
'mod': 'Modulo',
'remain': 'Remainder',
'%': 'Percentages',
'frac': 'Fraction reduction',
'round': 'Rounding',
'seq': 'Arithmetic sequences',
'3+': '3-step addition',
'3*': '3-step multiplication',
'v+': 'Addition (alt)',
'v-': 'Subtraction (alt)',
'<': 'Less than',
'>': 'Greater than',
'prime': 'Prime',
'square': 'Square',
'2sum': 'Two-sum',
'multiple': 'Multiple'
}
OPS_DICT = {'add': ADD_OPS,
'sub': SUB_OPS,
'mult': MULT_OPS,
'div': DIV_OPS,
'addsub': ADDSUB_OPS,
'multdiv': MULTDIV_OPS,
'multi': MULTI_OPS}
# task setup -- the number of digits varies depending on task difficulty
# some tasks where GPT-3 had close-to-0% accuracy (where calibration is trivial) are excluded
# (for example, 5-digit addition is included, but not 5-digit multiplication)
TASKS = [
('+', 1, 1, ''),
('+', 1, 2, ''),
('+', 1, 3, ''),
('+', 1, 4, ''),
('+', 1, 4, ','),
('+', 1, 5, ''),
('+', 1, 5, ','),
('+', 2, 2, ''),
('+', 2, 3, ''),
('+', 2, 4, ''),
('+', 2, 4, ','),
('+', 2, 5, ''),
('+', 2, 5, ','),
('+', 3, 3, ''),
('+', 3, 4, ''),
('+', 3, 4, ','),
('+', 3, 5, ''),
('+', 3, 5, ','),
('+', 4, 4, ''),
('+', 4, 4, ','),
('+', 4, 5, ''),
('+', 4, 5, ','),
('+', 5, 5, ''),
('+', 5, 5, ','),
('-', 1, 1, ''),
('-', 1, 2, ''),
('-', 1, 3, ''),
('-', 1, 4, ''),
('-', 1, 4, ','),
('-', 1, 5, ''),
('-', 1, 5, ','),
('-', 2, 2, ''),
('-', 2, 3, ''),
('-', 2, 4, ''),
('-', 2, 4, ','),
('-', 2, 5, ''),
('-', 2, 5, ','),
('-', 3, 3, ''),
('-', 3, 4, ''),
('-', 3, 4, ','),
('-', 3, 5, ''),
('-', 3, 5, ','),
('-', 4, 4, ''),
('-', 4, 4, ','),
('-', 4, 5, ''),
('-', 4, 5, ','),
('-', 5, 5, ''),
('-', 5, 5, ','),
('*', 1, 1, ''),
('*', 1, 2, ''),
('*', 1, 3, ''),
('*', 1, 4, ''),
('*', 1, 4, ','),
('*', 1, 5, ''),
('*', 1, 5, ','),
('*', 2, 2, ''),
('*', 2, 3, ''),
('%', 2, 2, ''),
('%', 3, 3, ''),
('%', 4, 4, ''),
('%', 4, 4, ','),
('%', 5, 5, ''),
('%', 5, 5, ','),
('/', 1, 1, ''),
('/', 1, 2, ''),
('/', 1, 3, ''),
('/', 1, 3, ','),
('/', 1, 4, ''),
('/', 1, 4, ','),
('/', 1, 5, ''),
('/', 1, 5, ','),
('/', 2, 2, ''),
('/', 2, 2, ','),
('/', 2, 3, ''),
('/', 2, 3, ','),
('//', 1, 1, ''),
('//', 1, 2, ''),
('//', 1, 3, ''),
('//', 1, 3, ','),
('//', 1, 4, ''),
('//', 1, 4, ','),
('//', 1, 5, ''),
('//', 1, 5, ','),
('//', 2, 2, ''),
('//', 2, 2, ','),
('//', 2, 3, ''),
('//', 2, 3, ','),
('mod', 1, 1, ''),
('mod', 1, 2, ''),
('mod', 1, 3, ''),
('mod', 1, 3, ','),
('mod', 1, 4, ''),
('mod', 1, 4, ','),
('mod', 1, 5, ''),
('mod', 1, 5, ','),
('mod', 2, 2, ''),
('mod', 2, 2, ','),
('mod', 2, 3, ''),
('mod', 2, 3, ','),
('round', 2, 2, ''),
('round', 3, 3, ''),
('round', 4, 4, ''),
('round', 4, 4, ','),
('round', 5, 5, ''),
('round', 5, 5, ','),
('remain', 1, 1, ''),
('remain', 1, 2, ''),
('remain', 1, 3, ''),
('remain', 1, 3, ','),
('remain', 1, 4, ''),
('remain', 1, 4, ','),
('remain', 1, 5, ''),
('remain', 1, 5, ','),
('remain', 2, 2, ''),
('remain', 2, 2, ','),
('remain', 2, 3, ''),
('remain', 2, 3, ','),
('seq', 1, 1, ''),
('seq', 1, 2, ''),
('seq', 1, 3, ''),
('seq', 2, 2, ''),
('seq', 2, 3, ''),
('seq', 3, 3, ''),
('frac', 1, 1, ''),
('frac', 1, 2, ''),
('frac', 1, 3, ''),
('frac', 1, 4, ''),
('frac', 1, 5, ''),
('frac', 2, 2, ''),
('frac', 2, 3, ''),
('v+', 1, 1, ''),
('v+', 1, 2, ''),
('v+', 1, 3, ''),
('v+', 1, 4, ''),
('v+', 1, 4, ','),
('v+', 1, 5, ''),
('v+', 1, 5, ','),
('v+', 2, 2, ''),
('v+', 2, 3, ''),
('v+', 2, 4, ''),
('v+', 2, 4, ','),
('v+', 2, 5, ''),
('v+', 2, 5, ','),
('v+', 3, 3, ''),
('v+', 3, 4, ''),
('v+', 3, 4, ','),
('v+', 3, 5, ''),
('v+', 3, 5, ','),
('v+', 4, 4, ''),
('v+', 4, 4, ','),
('v+', 4, 5, ''),
('v+', 4, 5, ','),
('v+', 5, 5, ''),
('v+', 5, 5, ','),
('v-', 1, 1, ''),
('v-', 1, 2, ''),
('v-', 1, 3, ''),
('v-', 1, 4, ''),
('v-', 1, 4, ','),
('v-', 1, 5, ''),
('v-', 1, 5, ','),
('v-', 2, 2, ''),
('v-', 2, 3, ''),
('v-', 2, 4, ''),
('v-', 2, 4, ','),
('v-', 2, 5, ''),
('v-', 2, 5, ','),
('v-', 3, 3, ''),
('v-', 3, 4, ''),
('v-', 3, 4, ','),
('v-', 3, 5, ''),
('v-', 3, 5, ','),
('v-', 4, 4, ''),
('v-', 4, 4, ','),
('v-', 4, 5, ''),
('v-', 4, 5, ','),
('v-', 5, 5, ''),
('v-', 5, 5, ','),
('3*', 1, 1, ''),
('3+', 1, 1, ''),
('<', 2, 2, ''),
('>', 2, 2, ''),
('prime', 2, 2, ''),
('square', 2, 2, ''),
('2sum', 2, 2, ''),
('<', 3, 3, ''),
('>', 3, 3, ''),
('prime', 3, 3, ''),
('square', 3, 3, ''),
('2sum', 3, 3, ''),
('multiple', 1, 2, ''),
('multiple', 1, 3, ''),
('multiple', 2, 3, ''),
('multiple', 1, 4, ''),
('multiple', 1, 4, ','),
('multiple', 2, 4, ',')
]