UCC compiler tracking

New in q8s.runtime version v0.3.0

q8s.runtime now supports automatic tracking of UCC compiler passes with MLflow.

Install the library with the UCC integration:


pip install "q8s.runtime[ucc]"

Enable autologging before compiling a circuit:

circuit.py


import mlflow
from q8s.runtime.mlflow.ucc import autolog
from mqt.bench import BenchmarkLevel, get_benchmark
from ucc import compile
 
autolog()
 
qc = get_benchmark(
    benchmark="qft",
    level=BenchmarkLevel.ALG,
    circuit_size=25,
)
 
mlflow.set_experiment("ucc")
 
with mlflow.start_run():
    result = compile(qc)

Start a local MLflow server and execute the code:


mlflow server
 
export MLFLOW_TRACKING_URL=http://127.0.0.1:5000
python circuit.py