as in issue #43
Testing done on BidirectionalLSTMExample because it's a lot faster then MNIST.
Added python version with identical configuration and a Docker file that can be used as testing environment.
Results:
SCALA:
Total Time: 108.5
Epoch 1 Time: 46s 59ms/step
Epoch 2 Time: 41s 53ms/step
Test loss: 0.638
Test accuracy: 0.619
PYTHON:
Total Time: 107.8
Epoch 1 Time: 41s 52ms/step
Epoch 2 Time: 48s 61ms/step
Test loss: 0.643
Test accuracy: 0.615
as in issue #43 Testing done on
BidirectionalLSTMExamplebecause it's a lot faster then MNIST. Added python version with identical configuration and a Docker file that can be used as testing environment. Results: SCALA: Total Time: 108.5 Epoch 1 Time: 46s 59ms/step Epoch 2 Time: 41s 53ms/step Test loss: 0.638 Test accuracy: 0.619PYTHON: Total Time: 107.8 Epoch 1 Time: 41s 52ms/step Epoch 2 Time: 48s 61ms/step Test loss: 0.643 Test accuracy: 0.615
So the performance is more or less identical.