cuQuantum Benchmarks v0.4.0

Under the post-release tag v24.08.0.1, we've released an update to our benchmarking module v0.4.0

Notable changes:

Support for NumPy v2.0
Support for PennyLane v0.37.0
New --compute-mode for cuTensorNet backend supporting options: ['amplitude', 'expectation', 'statevector']