948646b32d
* - provide nhwc format in mkl conv ops Signed-off-by: Yurii <iuriish@yahoo.com> * - corrections in mkl conv3d Signed-off-by: Yurii <iuriish@yahoo.com> * - corrections in mkl batchnorm Signed-off-by: Yurii <iuriish@yahoo.com> * - corrections in mkl maxpooling2d Signed-off-by: Yurii <iuriish@yahoo.com> * - add format format_tag::any to outputs in mkl conv ops Signed-off-by: Yurii <iuriish@yahoo.com> * - complete corrections in mkl conv ops Signed-off-by: Yurii <iuriish@yahoo.com> * - add test for comparison of execution speeds of mkl conv2d op with different weights format Signed-off-by: Yurii <iuriish@yahoo.com> * - take into account order f in mkl conv ops Signed-off-by: Yurii <iuriish@yahoo.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