# Python Skill Fallback

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

--- ATTEMPT: initial (code=0) ---
--- 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: 46649.3 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

VRAM_USAGE: 0MB
TOKENS_PER_SEC: 315059.89
VERIFIED: PASS - deterministic stdlib exercise completed
RESULT_JSON: {"label": "Python reliability drill: typing", "elapsed_s": 1.6e-05}

--- STDERR ---


--- HUMAN SUMMARY (LAYMAN) ---
Result: The test completed successfully.
Benchmark script conclusion: VERIFIED: PASS - deterministic stdlib exercise completed