compileiq-bootstrap

compileiq-bootstrap

Validate that a host can run CompileIQ. No installation of system libraries (that's distro-specific and out of scope). No state files. Just a checklist that either passes or prints the precise next fix.

When

• First-time setup on a new host or container.
• Search().start() hangs on the first evaluation.
• After upgrading CUDA, the compileiq wheel, or the Python venv.

Steps

1. CUDA toolkit 13.3+

CompileIQ's --apply-controls mechanism requires CUDA 13.3 or later (see examples/compilers/nvbench_example/optimize_reduction.py:302).

nvcc --version | grep -E "release (1[3-9]|[2-9][0-9])\.[3-9]"
ptxas --version | grep -E "V(1[3-9]|[2-9][0-9])\.[3-9]"

If either command exits non-zero, install or upgrade the CUDA toolkit and put /usr/local/cuda/bin on PATH and /usr/local/cuda/lib64 on LD_LIBRARY_PATH.

2. GPU is visible

nvidia-smi --query-gpu=name,compute_cap --format=csv

CompileIQ targets compute capability 9.0 (Hopper / H100) and 10.0 (Blackwell / B200) most aggressively, but works on any GPU PTXAS supports for the chosen arch.

3. CompileIQ imports resolve

One shot that covers everything callers will need:

python -c "
from compileiq.ciq import Search
from compileiq.types import INVALID_SCORE, BASELINE_CONFIG, WorkerTypes, ProblemType, SearchConfiguration
from compileiq.search_spaces.compilers import PtxasSearchSpace, NvccSearchSpace, LocalSearchSpaceBin
from compileiq.utils.helpers import save_compiler_config, load_compiler_config
from compileiq.worker import MultiProcessWorker, IsoMultiProcessWorker, RayWorker, AsyncWorker
print('imports OK')
"

If this fails, run pip install compileiq (or pip install -e . from a source checkout) and re-run.

4. Search-space resolution round-trip

This catches network or air-gapped issues that otherwise surface as socket-timeout hangs deep inside the first evaluation:

python -c "
from compileiq.search_spaces.compilers import PtxasSearchSpace
p = PtxasSearchSpace().retrieve()
assert p.exists() and p.stat().st_size > 0, p
print(f'resolved: {p}')
"

The first run downloads from GitHub releases and caches under ~/.cache/compileiq/<tag>/. Subsequent runs hit the cache.

5. Env vars to know

Self-test

bash scripts/check_env.sh

Exits 0 if every step passes. Exits with a non-zero count of failures and prints, for each failure, the precise command the user should run next.

Gotchas

• Socket timeout on first eval is not BLAS. Current shipped binaries do not require BLAS/LAPACK. If a hang occurs:
  1. Raise CIQ_SOCKET_TIMEOUT=120 and retry.
  2. If still hangs, mirror search spaces locally and set CIQ_SEARCH_SPACES_DIR=/path/to/mirror.
  3. If still hangs, switch process mode: CIQ_PROCESS_MODE=spawn.
• Don't install system libraries in this skill. Distro-specific package installs require sudo and break in containers and on shared clusters. If nvcc, ptxas, or a Python interpreter is missing, surface the error and let the user decide how to install.

Next

• For attention workloads: compileiq-search-space (variant="att" by default).
• Before paying for a full search: try compileiq-booster-pack.
• Writing an objective function: compileiq-author-objective.