├── .gitignore ├── README.md ├── pom.xml └── src ├── assembly.xml ├── main ├── java │ ├── CTR.java │ ├── CnnMnist.java │ ├── Mnist.java │ ├── activations │ │ ├── Activation.java │ │ ├── LeakyRelu.java │ │ ├── Relu.java │ │ ├── Sigmoid.java │ │ └── Softmax.java │ ├── context │ │ └── Context.java │ ├── data │ │ ├── DataSet.java │ │ ├── DataSource.java │ │ ├── Feature.java │ │ ├── FileSource.java │ │ ├── LibsvmParser.java │ │ └── Parser.java │ ├── evaluate │ │ ├── AUC.java │ │ ├── LossSurface.java │ │ └── SoftmaxPrecision.java │ ├── layer │ │ ├── AddLayer.java │ │ ├── ConcatLayer.java │ │ ├── Conv2DLayer.java │ │ ├── DropoutLayer.java │ │ ├── EmbeddingField.java │ │ ├── EmbeddingLayer.java │ │ ├── FcLayer.java │ │ ├── InputLayer.java │ │ ├── LRLayer.java │ │ ├── Layer.java │ │ └── PoolingLayer.java │ ├── loss │ │ ├── CrossEntropy.java │ │ ├── Loss.java │ │ ├── MSE.java │ │ └── SoftmaxLoss.java │ ├── model │ │ ├── CNN.java │ │ ├── DNN.java │ │ ├── FullConnectedNN.java │ │ ├── Model.java │ │ └── WideDeepNN.java │ ├── net │ │ ├── Mod.java │ │ ├── PSClient.java │ │ ├── PSRouterClient.java │ │ ├── PServer.java │ │ └── Router.java │ ├── store │ │ └── KVStore.java │ ├── train │ │ ├── PredictThread.java │ │ ├── Trainer.java │ │ └── TrainerThread.java │ ├── update │ │ ├── AdamUpdater.java │ │ ├── FtrlUpdater.java │ │ ├── SimpleUpdater.java │ │ └── Updater.java │ ├── util │ │ └── MatrixUtil.java │ └── visual │ │ ├── UiClient.java │ │ └── UiServer.java └── resources │ ├── code.png │ ├── log4j.properties │ ├── mnist_test.csv │ ├── mnist_train.csv │ ├── model.png │ ├── proto │ ├── ps.proto │ └── ui.proto │ ├── structure.png │ ├── test.txt │ ├── train.txt │ ├── ui.jpg │ └── web │ └── index.html └── test └── java ├── TestAuc.java ├── TestConv.java ├── TestJcublas.java ├── TestPs.java └── TestVisual.java /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .bak 3 | .DS_Store 4 | *.iml 5 | target 6 | 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