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https://github.com/bloc97/convnetcl4j
OpenCL Accelerated Deep Learning for Java using Aparapi
https://github.com/bloc97/convnetcl4j
aparapi convolutional-neural-networks deep-learning deepcl gpu-accelerated-library neural-network open-cl
Last synced: 28 days ago
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OpenCL Accelerated Deep Learning for Java using Aparapi
- Host: GitHub
- URL: https://github.com/bloc97/convnetcl4j
- Owner: bloc97
- License: mit
- Created: 2017-10-03T22:37:49.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2019-09-10T23:47:56.000Z (over 5 years ago)
- Last Synced: 2024-10-14T17:21:51.678Z (2 months ago)
- Topics: aparapi, convolutional-neural-networks, deep-learning, deepcl, gpu-accelerated-library, neural-network, open-cl
- Language: Java
- Homepage:
- Size: 132 KB
- Stars: 1
- Watchers: 4
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# ConvNetCL4J
OpenCL Accelerated Deep Learning for Java using Aparapi
This is still WIP.
#### Developement has stopped due to better alternatives such as:
- 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