400Ping commented on PR #898:
URL: https://github.com/apache/mahout/pull/898#issuecomment-3779931396

   Before:
   ```
   $ python benchmark/benchmark_e2e.py   --frameworks mahout-parquet   
--encoding-method angle   --qubits 16   --samples 1000
   Generating 1000 samples of 16 qubits...
     Generated 1000 samples
     Parquet: 0.15 MB, Arrow IPC: 0.12 MB
   
   ======================================================================
   E2E BENCHMARK: 16 Qubits, 1000 Samples
   ======================================================================
   
   [Mahout-Parquet] Full Pipeline (Parquet -> GPU)...
     Parquet->GPU (IO+Encode): 0.3926 s
     DLPack conversion: 0.0001 s
     Convert to float32: 0.0091 s
     Total Time: 0.4378 s
   
   ======================================================================
   E2E LATENCY (Lower is Better)
   Samples: 1000, Qubits: 16
   ======================================================================
   Mahout-Parquet       0.4378 s
   ----------------------------------------------------------------------
   ```
   
   After:
   ```
   $ python benchmark/benchmark_e2e.py   --frameworks mahout-parquet   
--encoding-method angle   --qubits 16   --samples 1000
   Generating 1000 samples of 16 qubits...
     Generated 1000 samples
     Parquet: 0.15 MB, Arrow IPC: 0.12 MB
   
   ======================================================================
   E2E BENCHMARK: 16 Qubits, 1000 Samples
   ======================================================================
   
   [Mahout-Parquet] Full Pipeline (Parquet -> GPU)...
     Parquet->GPU (IO+Encode): 0.3792 s
     DLPack conversion: 0.0001 s
     Convert to float32: 0.0102 s
     Total Time: 0.4260 s
   
   ======================================================================
   E2E LATENCY (Lower is Better)
   Samples: 1000, Qubits: 16
   ======================================================================
   Mahout-Parquet       0.4260 s
   ----------------------------------------------------------------------
   ```


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