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[Feature] Add IQP / IQP-Z support to QDP benchmark latency / throughput pipelines #1256

@viiccwen

Description

@viiccwen

What

Add IQP-family benchmark support to the standard QDP benchmark path:

  • qdp/qdp-python/benchmark/benchmark_latency.py
  • qdp/qdp-python/benchmark/benchmark_throughput.py
  • the synthetic pipeline used by QdpBenchmark / pipeline_runner

This should cover both:

  • --encoding-method iqp
  • --encoding-method iqp-z

Why

QDP already supports iqp and iqp-z in the core encoder and Python API, but the main benchmark path is still amplitude/angle/basis-centric.

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