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ASV benchmarks on my machine:
active_qubits()
:34 ms -> 22 ms
active_qubits()
on BQM:156 ms -> 121ms
encode_problem_as_qp()
:103 ms -> 75 ms
encode_problem_as_qp()
on BQM:650 ms -> 560 ms
and then-> 400 ms
when converted todict
upfront