ryankert01 commented on PR #881:
URL: https://github.com/apache/mahout/pull/881#issuecomment-3772075605
```
⎿ ============================================================
CUDA Tensor Encoding Speed Comparison
============================================================
Batch= 100, Features= 64 | CPU: 0.30ms | CUDA: 0.12ms |
Speedup: 2.45x
Batch= 100, Features= 256 | CPU: 0.21ms | CUDA: 0.46ms |
Speedup: 0.45x
Batch= 100, Features=1024 | CPU: 0.67ms | CUDA: 0.17ms |
Speedup: 3.94x
Batch= 1000, Features= 64 | CPU: 3.82ms | CUDA: 0.48ms |
Speedup: 7.93x
Batch= 1000, Features= 256 | CPU: 2.90ms | CUDA: 0.26ms |
Speedup: 11.18x
Batch= 1000, Features=1024 | CPU: 6.11ms | CUDA: 0.57ms |
Speedup: 10.78x
Batch=10000, Features= 64 | CPU: 4.26ms | CUDA: 2.03ms |
Speedup: 2.10x
Batch=10000, Features= 256 | CPU: 10.09ms | CUDA: 4.78ms |
Speedup: 2.11x
Batch=10000, Features=1024 | CPU: 27.10ms | CUDA: 10.42ms |
Speedup: 2.60x
============================================================
```
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