e6a7b94fe4
* codegen for SDLoss. WIP. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * first pass of SDLoss. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. Firsat cut of new op constructors. UNTESTED , NOT COMPILED YET. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * updated op signatures. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * add NDLoss tests. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix test. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * adds loss default params. factory. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Regenerate NDLoss Signed-off-by: AlexDBlack <blacka101@gmail.com> * adds tests for null weights. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Last few tweaks Signed-off-by: Alex Black <blacka101@gmail.com> Co-authored-by: Robert Altena <Rob@Ra-ai.com>
Monorepo of Deeplearning4j
Welcome to the new monorepo of Deeplearning4j that contains the source code for all the following projects, in addition to the original repository of Deeplearning4j moved to deeplearning4j:
- https://github.com/eclipse/deeplearning4j/tree/master/libnd4j
- https://github.com/eclipse/deeplearning4j/tree/master/nd4j
- https://github.com/eclipse/deeplearning4j/tree/master/datavec
- https://github.com/eclipse/deeplearning4j/tree/master/arbiter
- https://github.com/eclipse/deeplearning4j/tree/master/nd4s
- https://github.com/eclipse/deeplearning4j/tree/master/rl4j
- https://github.com/eclipse/deeplearning4j/tree/master/scalnet
- https://github.com/eclipse/deeplearning4j/tree/master/pydl4j
- https://github.com/eclipse/deeplearning4j/tree/master/jumpy
- https://github.com/eclipse/deeplearning4j/tree/master/pydatavec
To build everything, we can use commands like
./change-cuda-versions.sh x.x
./change-scala-versions.sh 2.xx
./change-spark-versions.sh x
mvn clean install -Dmaven.test.skip -Dlibnd4j.cuda=x.x -Dlibnd4j.compute=xx
or
mvn -B -V -U clean install -pl '!jumpy,!pydatavec,!pydl4j' -Dlibnd4j.platform=linux-x86_64 -Dlibnd4j.chip=cuda -Dlibnd4j.cuda=9.2 -Dlibnd4j.compute=<your GPU CC> -Djavacpp.platform=linux-x86_64 -Dmaven.test.skip=true
An example of GPU "CC" or compute capability is 61 for Titan X Pascal.
Want some examples?
We have separate repository with various examples available: https://github.com/eclipse/deeplearning4j-examples
In the examples repo, you'll also find a tutorial series in Zeppelin: https://github.com/eclipse/deeplearning4j-examples/tree/master/tutorials