rich7420 commented on PR #820:
URL: https://github.com/apache/mahout/pull/820#issuecomment-3742270594
before
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 2ms
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: 2.8140 s (0.879 ms/vector)
[Mahout-NumPy] NumPy Array Input (Baseline)...
Total Time: 2.3389 s (0.731 ms/vector)
======================================================================
LATENCY COMPARISON (Lower is Better)
Samples: 3200, Qubits: 16
======================================================================
PyTorch Tensor 0.879 ms/vector
NumPy Array 0.731 ms/vector
----------------------------------------------------------------------
Speedup: 0.83x
Improvement: -20.3%
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