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Results of GPT-4 on HumanEval/81

Date: 18 July, 2023
Model: gpt-4
Temperature: 0.2
Passing runs: 10
Total runs: 10
Success rate: 100%

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 18:25:21
Duration: 23.71s
Completion tokens: 252
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 2

Start time: 2023-07-18 18:25:02
Duration: 19.63s
Completion tokens: 252
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 3

Start time: 2023-07-18 18:24:39
Duration: 22.52s
Completion tokens: 252
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 4

Start time: 2023-07-18 18:24:21
Duration: 17.52s
Completion tokens: 252
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 5

Start time: 2023-07-18 18:23:59
Duration: 22.74s
Completion tokens: 252
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 6

Start time: 2023-07-18 18:23:36
Duration: 22.92s
Completion tokens: 252
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 7

Start time: 2023-07-18 18:23:09
Duration: 26.19s
Completion tokens: 252
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 18:22:50
Duration: 19.26s
Completion tokens: 252
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 9

Start time: 2023-07-18 18:22:31
Duration: 18.68s
Completion tokens: 252
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 10

Start time: 2023-07-18 18:22:11
Duration: 20.29s
Completion tokens: 252
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