OpenCL Accelerated Deep Learning for Java using Aparapi
This is still WIP.
- Google Colab
- Kaggle Kernels
Currently done:
Convolutional Layer
Transpose Convolution Layer
ReLU Layer, LeakyReLU
SGD
SGD-Momentum
MSE Loss
Charbonnier Loss
High priority:
Add gradient checks and unit tests
Near future plans:
Other Rectifiers (ELU, etc)
Max Pooling Layer
Fully Connected Layer
Dilated Convolution Layer
Adam