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License: Other
The Deep Learning training framework on Spark
License: Other
Hi,
I'm trying to build OpenDL on OS X 10.10.3.
David-Laxers-MacBook-Pro:core davidlaxer$ java -version
java version "1.8.0_05"
Java(TM) SE Runtime Environment (build 1.8.0_05-b13)
Java HotSpot(TM) 64-Bit Server VM (build 25.5-b02, mixed mode)
David-Laxers-MacBook-Pro:core davidlaxer$ mvn -version
Apache Maven 3.2.1 (ea8b2b07643dbb1b84b6d16e1f08391b666bc1e9; 2014-02-14T09:37:52-08:00)
Maven home: /Users/davidlaxer/Downloads/apache-maven-3.2.1
Java version: 1.8.0_05, vendor: Oracle Corporation
Java home: /Library/Java/JavaVirtualMachines/jdk1.8.0_05.jdk/Contents/Home/jre
Default locale: en_US, platform encoding: UTF-8
OS name: "mac os x", version: "10.10.3", arch: "x86_64", family: "mac
$ mvn clean install
[INFO] Scanning for projects...
...
[ERROR] COMPILATION ERROR :
[INFO] -------------------------------------------------------------
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[226,12] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[228,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[229,50] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[232,46] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[236,58] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[243,70] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[244,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[246,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[411,16] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[413,22] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[418,43] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[447,16] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[449,22] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[450,52] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[295,25] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[296,34] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[297,37] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[300,34] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[301,43] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[315,25] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[316,34] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[317,77] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[318,89] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[320,34] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[321,52] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[322,64] error: cannot find symbol
[ERROR] variable my_config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[370,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[371,27] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[372,72] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[373,84] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[375,27] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[376,47] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[377,59] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[381,39] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[382,51] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[391,70] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[392,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[394,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[52,35] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[71,43] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[106,21] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[106,62] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[107,46] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[113,22] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[116,36] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[151,36] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[167,35] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[174,43] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[185,21] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[185,62] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[186,46] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[192,22] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[195,36] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[206,31] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[86,14] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[99,14] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[110,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[112,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[113,34] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[118,39] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[119,59] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[120,59] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[130,71] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[131,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[133,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[189,23] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[196,23] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[198,29] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[199,36] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[207,20] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[218,20] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[229,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[231,21] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[232,35] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[76,15] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[77,33] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[94,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[99,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[101,18] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[102,34] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[109,39] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[110,59] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[111,59] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[122,70] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[123,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[125,30] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[151,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[152,44] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[159,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[169,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[171,21] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[172,42] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[183,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[188,24] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[190,21] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[191,35] error: cannot find symbol
[ERROR] variable myConfig of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[114,11] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[128,12] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[131,25] error: cannot find symbol
[ERROR] variable config of type SGDTrainConfig
/Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[133,32] error: cannot find symbol
[INFO] 100 errors
[INFO] -------------------------------------------------------------
[INFO] ------------------------------------------------------------------------
[INFO] BUILD FAILURE
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 18.893 s
[INFO] Finished at: 2015-07-01T14:13:21-08:00
[INFO] Final Memory: 24M/120M
[INFO] ------------------------------------------------------------------------
[ERROR] Failed to execute goal org.apache.maven.plugins:maven-compiler-plugin:2.1:compile (default-compile) on project opendl: Compilation failure: Compilation failure:
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[226,12] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[228,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[229,50] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[232,46] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[236,58] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[243,70] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[244,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[246,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[411,16] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[413,22] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[418,43] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[447,16] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[449,22] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/BP.java:[450,52] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[295,25] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[296,34] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[297,37] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[300,34] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[301,43] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[315,25] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[316,34] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[317,77] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[318,89] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[320,34] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[321,52] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[322,64] error: cannot find symbol
[ERROR]
[ERROR] variable my_config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[370,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[371,27] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[372,72] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[373,84] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[375,27] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[376,47] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[377,59] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[381,39] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[382,51] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[391,70] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[392,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Softmax/LR.java:[394,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[52,35] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[71,43] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[106,21] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[106,62] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[107,46] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[113,22] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[116,36] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[151,36] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[167,35] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[174,43] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[185,21] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[185,62] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[186,46] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[192,22] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[195,36] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/train/DownpourSGDTrain.java:[206,31] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[86,14] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[99,14] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[110,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[112,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[113,34] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[118,39] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[119,59] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[120,59] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[130,71] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[131,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[133,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[189,23] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[196,23] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[198,29] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[199,36] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[207,20] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[218,20] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[229,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[231,21] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/RBM.java:[232,35] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[76,15] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[77,33] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[94,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[99,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[101,18] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[102,34] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[109,39] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[110,59] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[111,59] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[122,70] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[123,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[125,30] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[151,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[152,44] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[159,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[169,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[171,21] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[172,42] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[183,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[188,24] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[190,21] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/TiedWeightLayer/AutoEncoder.java:[191,35] error: cannot find symbol
[ERROR]
[ERROR] variable myConfig of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[114,11] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[128,12] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[131,25] error: cannot find symbol
[ERROR]
[ERROR] variable config of type SGDTrainConfig
[ERROR] /Users/davidlaxer/OpenDL/core/src/org/gd/spark/opendl/downpourSGD/Backpropagation/AutoEncoder.java:[133,32] error: cannot find symbol
[ERROR] -> [Help 1]
[ERROR]
[ERROR] To see the full stack trace of the errors, re-run Maven with the -e switch.
[ERROR] Re-run Maven using the -X switch to enable full debug logging.
[ERROR]
[ERROR] For more information about the errors and possible solutions, please read the following articles:
[ERROR] [Help 1] http://cwiki.apache.org/confluence/display/MAVEN/MojoFailureException
1 More concerns about the distributed and sparse matrix implementation.
2 Pure SGD generalization.
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