# Python Skill Fallback

- Title: Python reliability drill: typing
- Focus: typing, packaging
- Note: Generated fallback due to unavailable model output.

--- AUTO FIX ---
Replaced invalid benchmark script with deterministic ARES recovery benchmark.

--- ATTEMPT: initial (code=124) ---
Status: TIMEOUT
--- STDOUT ---
--- RUNTIME PROFILE ---
Device policy: gpu_required
Torch: 2.11.0+rocm7.1
Accelerator backend: rocm
Torch CUDA build: None
Torch HIP build: 7.1.52802
CUDA available: True
CUDA device count: 1
CUDA device[0]: AMD Radeon 890M
Accelerator memory total: 92160.0 MB
Accelerator memory used: 80157.5 MB
Recommended autocast dtype: bf16
Recommended DataLoader pin_memory: True
Recommended DataLoader num_workers: 12
Recommended starting batch size: 64
Recommended CPU threads: 24
/dev/kfd present: True


--- STDERR ---
Timeout while waiting for process shutdown
Timeout

--- ATTEMPT: recovery_fallback (code=124) ---
Status: TIMEOUT
--- STDOUT ---

--- STDERR ---
Timeout while waiting for process shutdown
Timeout

--- HUMAN SUMMARY (LAYMAN) ---
Automatic repair applied by ARES: Replaced invalid benchmark script with deterministic ARES recovery benchmark.
Result: The test did not finish successfully.
Main failure observed: Timeout while waiting for process shutdown
Plain-English interpretation: The script hit a runtime problem before it could report final metrics.