rich7420 commented on PR #820:
URL: https://github.com/apache/mahout/pull/820#issuecomment-3742271662

   after
   ```
   uv run python benchmark_latency_pytorch.py --qubits 16 --batches 100 
--batch-size 32 2>&1
   Uninstalled 1 package in 0.40ms
   Installed 1 package in 4ms
   PyTorch Tensor Encoding Benchmark: 16 Qubits, 3200 Samples
     Batch size   : 32
     Vector length: 65536
     Batches      : 100
     Prefetch     : 16
   
   ======================================================================
   PYTORCH TENSOR LATENCY BENCHMARK: 16 Qubits, 3200 Samples
   ======================================================================
   
   [Mahout-PyTorch] PyTorch Tensor Input (Zero-Copy Optimization)...
     Total Time: 2.3464 s (0.733 ms/vector)
   
   [Mahout-NumPy] NumPy Array Input (Baseline)...
     Total Time: 2.3175 s (0.724 ms/vector)
   
   ======================================================================
   LATENCY COMPARISON (Lower is Better)
   Samples: 3200, Qubits: 16
   ======================================================================
   PyTorch Tensor          0.733 ms/vector
   NumPy Array             0.724 ms/vector
   ----------------------------------------------------------------------
   Speedup: 0.99x
   Improvement: -1.2%
   ```


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