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Results of GPT-4 on HumanEval/114

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

Prompt

Tokens: 114

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """

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

Correct solution

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """max_sum = 0
    s = 0
    for num in nums:
        s += -num
        if (s < 0):
            s = 0
        max_sum = max(s, max_sum)
    if max_sum == 0:
        max_sum = max(-i for i in nums)
    min_sum = -max_sum
    return min_sum

Unit tests

def check(candidate):

    # Check some simple cases
    assert candidate([2, 3, 4, 1, 2, 4]) == 1, "This prints if this assert fails 1 (good for debugging!)"
    assert candidate([-1, -2, -3]) == -6
    assert candidate([-1, -2, -3, 2, -10]) == -14
    assert candidate([-9999999999999999]) == -9999999999999999
    assert candidate([0, 10, 20, 1000000]) == 0
    assert candidate([-1, -2, -3, 10, -5]) == -6
    assert candidate([100, -1, -2, -3, 10, -5]) == -6
    assert candidate([10, 11, 13, 8, 3, 4]) == 3
    assert candidate([100, -33, 32, -1, 0, -2]) == -33

    # Check some edge cases that are easy to work out by hand.
    assert candidate([-10]) == -10, "This prints if this assert fails 2 (also good for debugging!)"
    assert candidate([7]) == 7
    assert candidate([1, -1]) == -1

Runs

✅ Run 1

Start time: 2023-07-18 18:08:00
Duration: 13.19s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 2

Start time: 2023-07-18 18:07:48
Duration: 11.91s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 3

Start time: 2023-07-18 18:07:37
Duration: 10.82s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 4

Start time: 2023-07-18 18:07:25
Duration: 11.44s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 5

Start time: 2023-07-18 18:07:11
Duration: 14.06s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 6

Start time: 2023-07-18 18:06:58
Duration: 13.5s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 7

Start time: 2023-07-18 18:06:46
Duration: 11.4s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 8

Start time: 2023-07-18 18:06:38
Duration: 8.54s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 9

Start time: 2023-07-18 18:06:27
Duration: 10.24s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum

✅ Run 10

Start time: 2023-07-18 18:06:13
Duration: 14.36s
Completion tokens: 132
Result: Pass

def minSubArraySum(nums):
    """
    Given an array of integers nums, find the minimum sum of any non-empty sub-array
    of nums.
    Example
    minSubArraySum([2, 3, 4, 1, 2, 4]) == 1
    minSubArraySum([-1, -2, -3]) == -6
    """
    min_sum = float('inf')
    for i in range(len(nums)):
        for j in range(i, len(nums)):
            min_sum = min(min_sum, sum(nums[i:j+1]))
    return min_sum