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Results of GPT-3.5 on HumanEval/81

Date: 18 July, 2023
Model: gpt-3.5-turbo
Temperature: 0.2
Passing runs: 8
Total runs: 10
Success rate: 80%

Prompt

Tokens: 296

def numerical_letter_grade(grades):
    """It is the last week of the semester and the teacher has to give the grades
    to students. The teacher has been making her own algorithm for grading.
    The only problem is, she has lost the code she used for grading.
    She has given you a list of GPAs for some students and you have to write 
    a function that can output a list of letter grades using the following table:
             GPA       |    Letter grade
              4.0                A+
            > 3.7                A 
            > 3.3                A- 
            > 3.0                B+
            > 2.7                B 
            > 2.3                B-
            > 2.0                C+
            > 1.7                C
            > 1.3                C-
            > 1.0                D+ 
            > 0.7                D 
            > 0.0                D-
              0.0                E
    

    Example:
    grade_equation([4.0, 3, 1.7, 2, 3.5]) ==> ['A+', 'B', 'C-', 'C', 'A-']
    """

The above is an incomplete Python code fragment. Return the complete and correct code with no additional text.

Correct solution

def numerical_letter_grade(grades):
    """It is the last week of the semester and the teacher has to give the grades
    to students. The teacher has been making her own algorithm for grading.
    The only problem is, she has lost the code she used for grading.
    She has given you a list of GPAs for some students and you have to write 
    a function that can output a list of letter grades using the following table:
             GPA       |    Letter grade
              4.0                A+
            > 3.7                A 
            > 3.3                A- 
            > 3.0                B+
            > 2.7                B 
            > 2.3                B-
            > 2.0                C+
            > 1.7                C
            > 1.3                C-
            > 1.0                D+ 
            > 0.7                D 
            > 0.0                D-
              0.0                E
    

    Example:
    grade_equation([4.0, 3, 1.7, 2, 3.5]) ==> ['A+', 'B', 'C-', 'C', 'A-']
    """letter_grade = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grade.append("A+")
        elif gpa > 3.7:
            letter_grade.append("A")
        elif gpa > 3.3:
            letter_grade.append("A-")
        elif gpa > 3.0:
            letter_grade.append("B+")
        elif gpa > 2.7:
            letter_grade.append("B")
        elif gpa > 2.3:
            letter_grade.append("B-")
        elif gpa > 2.0:
            letter_grade.append("C+")
        elif gpa > 1.7:
            letter_grade.append("C")
        elif gpa > 1.3:
            letter_grade.append("C-")
        elif gpa > 1.0:
            letter_grade.append("D+")
        elif gpa > 0.7:
            letter_grade.append("D")
        elif gpa > 0.0:
            letter_grade.append("D-")
        else:
            letter_grade.append("E")
    return letter_grade

Unit tests

def check(candidate):

    # Check some simple cases
    assert candidate([4.0, 3, 1.7, 2, 3.5]) == ['A+', 'B', 'C-', 'C', 'A-']
    assert candidate([1.2]) == ['D+']
    assert candidate([0.5]) == ['D-']
    assert candidate([0.0]) == ['E']
    assert candidate([1, 0.3, 1.5, 2.8, 3.3]) == ['D', 'D-', 'C-', 'B', 'B+']
    assert candidate([0, 0.7]) == ['E', 'D-']

    # Check some edge cases that are easy to work out by hand.
    assert True

Runs

✅ Run 1

Start time: 2023-07-18 17:16:15
Duration: 9.34s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 2

Start time: 2023-07-18 17:16:06
Duration: 8.32s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 3

Start time: 2023-07-18 17:15:57
Duration: 9.22s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 4

Start time: 2023-07-18 17:15:47
Duration: 9.7s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 5

Start time: 2023-07-18 17:15:37
Duration: 10.0s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 6

Start time: 2023-07-18 17:15:27
Duration: 9.64s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

✅ Run 7

Start time: 2023-07-18 17:15:18
Duration: 9.08s
Completion tokens: 247
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for grade in grades:
        if grade == 4.0:
            letter_grades.append('A+')
        elif grade > 3.7:
            letter_grades.append('A')
        elif grade > 3.3:
            letter_grades.append('A-')
        elif grade > 3.0:
            letter_grades.append('B+')
        elif grade > 2.7:
            letter_grades.append('B')
        elif grade > 2.3:
            letter_grades.append('B-')
        elif grade > 2.0:
            letter_grades.append('C+')
        elif grade > 1.7:
            letter_grades.append('C')
        elif grade > 1.3:
            letter_grades.append('C-')
        elif grade > 1.0:
            letter_grades.append('D+')
        elif grade > 0.7:
            letter_grades.append('D')
        elif grade > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

❌ Run 8

Start time: 2023-07-18 17:15:10
Duration: 8.39s
Completion tokens: 230
Result: Fail

def numerical_letter_grade(grades):
    letter_grades = []
    for grade in grades:
        if grade >= 4.0:
            letter_grades.append('A+')
        elif grade >= 3.7:
            letter_grades.append('A')
        elif grade >= 3.3:
            letter_grades.append('A-')
        elif grade >= 3.0:
            letter_grades.append('B+')
        elif grade >= 2.7:
            letter_grades.append('B')
        elif grade >= 2.3:
            letter_grades.append('B-')
        elif grade >= 2.0:
            letter_grades.append('C+')
        elif grade >= 1.7:
            letter_grades.append('C')
        elif grade >= 1.3:
            letter_grades.append('C-')
        elif grade >= 1.0:
            letter_grades.append('D+')
        elif grade >= 0.7:
            letter_grades.append('D')
        else:
            letter_grades.append('D-')
    return letter_grades

✅ Run 9

Start time: 2023-07-18 17:15:00
Duration: 9.3s
Completion tokens: 260
Result: Pass

def numerical_letter_grade(grades):
    letter_grades = []
    for gpa in grades:
        if gpa == 4.0:
            letter_grades.append('A+')
        elif gpa > 3.7:
            letter_grades.append('A')
        elif gpa > 3.3:
            letter_grades.append('A-')
        elif gpa > 3.0:
            letter_grades.append('B+')
        elif gpa > 2.7:
            letter_grades.append('B')
        elif gpa > 2.3:
            letter_grades.append('B-')
        elif gpa > 2.0:
            letter_grades.append('C+')
        elif gpa > 1.7:
            letter_grades.append('C')
        elif gpa > 1.3:
            letter_grades.append('C-')
        elif gpa > 1.0:
            letter_grades.append('D+')
        elif gpa > 0.7:
            letter_grades.append('D')
        elif gpa > 0.0:
            letter_grades.append('D-')
        else:
            letter_grades.append('E')
    return letter_grades

❌ Run 10

Start time: 2023-07-18 17:14:52
Duration: 8.17s
Completion tokens: 230
Result: Fail

def numerical_letter_grade(grades):
    letter_grades = []
    for grade in grades:
        if grade >= 4.0:
            letter_grades.append('A+')
        elif grade >= 3.7:
            letter_grades.append('A')
        elif grade >= 3.3:
            letter_grades.append('A-')
        elif grade >= 3.0:
            letter_grades.append('B+')
        elif grade >= 2.7:
            letter_grades.append('B')
        elif grade >= 2.3:
            letter_grades.append('B-')
        elif grade >= 2.0:
            letter_grades.append('C+')
        elif grade >= 1.7:
            letter_grades.append('C')
        elif grade >= 1.3:
            letter_grades.append('C-')
        elif grade >= 1.0:
            letter_grades.append('D+')
        elif grade >= 0.7:
            letter_grades.append('D')
        else:
            letter_grades.append('D-')
    return letter_grades