e-strauss opened a new pull request, #2296:
URL: https://github.com/apache/systemds/pull/2296

   Benchmark results
   
   Python --> Java: 
   Experiment-Setup:
   - allocate np array in python (time excluded)
   - start systemds context w/ pipe setup (time included)
   - transfer the array to systemds 5x (time included)
   
   
   Hardware: M2 w/ 16GB memory
   
   |#elements|runtime in s py4j     |runtime in s  unix pipe|
   |---------|----------------------|-----------------------|
   |100000   |0.186                 |0.103                  |
   |500000   |0.3071                |0.119                  |
   |1000000  |0.421                 |0.145                  |
   |5000000  |1.357                 |0.332                  |
   |10000000 |2.52                  |0.607                  |
   |20000000 |7.096                 |1.073                  |
   |50000000 |ERR                   |2.39                   |
   |100000000|ERR                   |4.555                  |
   |200000000|ERR                   |13.4067                |
   
   Hardware: Ryzen 5 w/ 64GB memory


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