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README: demo_variational loops over qubit numbers
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nersc/single_circuits/README.md

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# to restrict the number of threads:
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export OMP_NUM_THREADS=32
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python3 single_circuits/demo_variational.py -q lightning.qubit -n 25
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python3 single_circuits/demo_variational.py -q lightning.qubit -n 15,20 -r
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```
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Stats on interactive CPU node (nid004079)
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# to restrict the number of threads:
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#export OMP_NUM_THREADS=1
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python3 single_circuits/demo_variational.py -q lightning.kokkos -n 25
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python3 single_circuits/demo_variational.py -q lightning.kokkos -n 20,25 -r
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```
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Stats on interactive GPU node (nid200381)

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