llnl / llnl/CompilerGPT

Need more details about the test harness implementation

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Dominant language
C
Stars
19
Forks
1
PR merge metrics
No merged PRs in 30d

Description

The approach heavily relies on the test harness to validate correctness. If tests are incomplete, the LLM might introduce a bug that isn’t caught. For example, an optimization might be valid for tested cases but not generally (consider an off-by-one error that the given test inputs don’t trigger).

This is a general risk whenever using an automated fix guided by tests (similar to program repair scenarios). The paper’s benchmarks had carefully designed tests, but a concern is how this generalizes to arbitrary user code – writing a thorough test suite is itself a challenge.

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  3. Fork the repository and make your change on a branch.
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Research direction

The issue names no files, tests, or entry points. Start by locating the test harness implementation and its existing tests, then document how the harness validates correctness, where coverage may be incomplete, and what limitations apply to arbitrary user code.

Written by the indexing model from the issue text.

Assessment

Tech stack
c
Domain
compilers, testing-qa
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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