dcc2baa676
* DataVec fixes for Jackson version upgrade Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J jackson updates + databind version 2.9.9.3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Shade snakeyaml along with jackson Signed-off-by: AlexDBlack <blacka101@gmail.com> * Version fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Switch DataVec legacy JSON format handling to mixins Signed-off-by: AlexDBlack <blacka101@gmail.com> * Next set of fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Cleanup for legacy JSON mapping Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade commons compress to 1.18; small test fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * New Jackson backward compatibility for DL4J - Round 1 Signed-off-by: AlexDBlack <blacka101@gmail.com> * New Jackson backward compatibility for DL4J - Round 2 Signed-off-by: AlexDBlack <blacka101@gmail.com> * More fixes, all but legacy custom passing Signed-off-by: AlexDBlack <blacka101@gmail.com> * Provide an upgrade path for custom layers for models in pre-1.0.0-beta JSON format Signed-off-by: AlexDBlack <blacka101@gmail.com> * Legacy deserialization cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small amount of polish - legacy JSON Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade guava version Signed-off-by: AlexDBlack <blacka101@gmail.com> * IEvaluation legacy format deserialization fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade play version to 2.7.3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update nd4j-parameter-server-status to new Play API Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update DL4J UI for new play version Signed-off-by: AlexDBlack <blacka101@gmail.com> * More play framework updates Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Remove Spark 1/2 adapter code from DataVec Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec-spark dependency cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 1 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 2 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 4 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Test fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Another fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Breeze upgrade, dependency cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Add Scala 2.12 version to pom.xml Signed-off-by: AlexDBlack <blacka101@gmail.com> * change-scala-versions.sh - add scala 2.12, remove 2.10 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Move Spark version properties to parent pom (now that only one spark version is supported) Signed-off-by: AlexDBlack <blacka101@gmail.com> * DataVec Play fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec play dependency fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Clean up old spark/jackson stuff Signed-off-by: AlexDBlack <blacka101@gmail.com> * Cleanup jackson unused dependencies Signed-off-by: AlexDBlack <blacka101@gmail.com> * Dropping redundant dependency Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * Removed scalaxy dependency Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * DataVec fixes for Jackson version upgrade Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J jackson updates + databind version 2.9.9.3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Shade snakeyaml along with jackson Signed-off-by: AlexDBlack <blacka101@gmail.com> * Version fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Switch DataVec legacy JSON format handling to mixins Signed-off-by: AlexDBlack <blacka101@gmail.com> * Next set of fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Cleanup for legacy JSON mapping Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade commons compress to 1.18; small test fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * New Jackson backward compatibility for DL4J - Round 1 Signed-off-by: AlexDBlack <blacka101@gmail.com> * New Jackson backward compatibility for DL4J - Round 2 Signed-off-by: AlexDBlack <blacka101@gmail.com> * More fixes, all but legacy custom passing Signed-off-by: AlexDBlack <blacka101@gmail.com> * Provide an upgrade path for custom layers for models in pre-1.0.0-beta JSON format Signed-off-by: AlexDBlack <blacka101@gmail.com> * Legacy deserialization cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small amount of polish - legacy JSON Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade guava version Signed-off-by: AlexDBlack <blacka101@gmail.com> * IEvaluation legacy format deserialization fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Upgrade play version to 2.7.3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update nd4j-parameter-server-status to new Play API Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update DL4J UI for new play version Signed-off-by: AlexDBlack <blacka101@gmail.com> * More play framework updates Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Remove Spark 1/2 adapter code from DataVec Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec-spark dependency cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 1 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 2 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 3 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J spark updates, pt 4 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Test fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Another fix Signed-off-by: AlexDBlack <blacka101@gmail.com> * Breeze upgrade, dependency cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Add Scala 2.12 version to pom.xml Signed-off-by: AlexDBlack <blacka101@gmail.com> * change-scala-versions.sh - add scala 2.12, remove 2.10 Signed-off-by: AlexDBlack <blacka101@gmail.com> * Move Spark version properties to parent pom (now that only one spark version is supported) Signed-off-by: AlexDBlack <blacka101@gmail.com> * DataVec Play fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * datavec play dependency fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Clean up old spark/jackson stuff Signed-off-by: AlexDBlack <blacka101@gmail.com> * Cleanup jackson unused dependencies Signed-off-by: AlexDBlack <blacka101@gmail.com> * Add shaded guava Signed-off-by: AlexDBlack <blacka101@gmail.com> * Dropping redundant dependency Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * Removed scalaxy dependency Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * Ensure not possible to import pre-shaded classes, and remove direct guava dependencies in favor of shaded Signed-off-by: AlexDBlack <blacka101@gmail.com> * ND4J Shaded guava import fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * DataVec and DL4J guava shading Signed-off-by: AlexDBlack <blacka101@gmail.com> * Arbiter, RL4J fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Build fixed Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * Fix dependency Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com> * Fix bad merge Signed-off-by: AlexDBlack <blacka101@gmail.com> * Jackson shading fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Set play secret, datavec-spark-inference-server Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix for datavec-spark-inference-server Signed-off-by: AlexDBlack <blacka101@gmail.com> * Arbiter fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Arbiter fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small test fix Signed-off-by: AlexDBlack <blacka101@gmail.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/deeplearning4j/libnd4j
- https://github.com/deeplearning4j/nd4j
- https://github.com/deeplearning4j/datavec
- https://github.com/deeplearning4j/arbiter
- https://github.com/deeplearning4j/nd4s
- https://github.com/deeplearning4j/gym-java-client
- https://github.com/deeplearning4j/rl4j
- https://github.com/deeplearning4j/scalnet
- https://github.com/deeplearning4j/pydl4j
- https://github.com/deeplearning4j/jumpy
- https://github.com/deeplearning4j/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/deeplearning4j/dl4j-examples
In the examples repo, you'll also find a tutorial series in Zeppelin: https://github.com/deeplearning4j/dl4j-examples/tree/master/tutorials